MCAT Village
What you'll learn
Every high-yield topic the MCAT tests, across all seven districts, turned into something you do, not something you reread. 106+ hands-on stations and a boss gauntlet per district.
One $49 payment unlocks the whole city. Glow Labs (biochem) is free forever.
Academy Grounds
BiologyCells, microbes & the cell cycle
- Rebuild a eukaryotic cell organelle by organelle: nucleus, rough vs smooth ER, Golgi sorting, lysosomes, mitochondria, and the cytoskeleton
- Contrast prokaryote vs eukaryote (nucleoid, plasmids, 70S vs 80S ribosomes, binary fission vs mitosis) and place the four tissue types
- Stain and classify microbes: Gram-positive vs Gram-negative, shapes and oxygen needs, the growth curve, and where beta-lactams strike
- Work the viruses: lytic vs lysogenic phages, plus/minus-sense RNA, retroviruses, prions vs viroids, and gene transfer by transformation, conjugation, and transduction
- Run the cell cycle through its cyclin-CDK checkpoints (Rb-E2F restriction, the p53 stop, the spindle checkpoint), split oncogenes from two-hit tumor suppressors, and trace mitosis vs meiosis
Genetics, inheritance & evolution
- Solve Mendelian crosses (3:1, 9:3:3:1), incomplete dominance and codominance (ABO), X-linked carrier math, and epistasis
- Read a multi-generation pedigree and call the mode: autosomal dominant vs recessive, X-linked, or mitochondrial
- Apply Hardy-Weinberg (p² + 2pq + q²), then identify the forces that break it: selection, drift, gene flow, and bottleneck or founder effects
- Distinguish the selection modes (directional, stabilizing, disruptive, balancing) and track allele-frequency change over generations
- Sort mutation types (silent, missense, nonsense, frameshift) and recall the classic DNA experiments (Griffith, Avery, Hershey-Chase)
Development & reproduction
- Walk fertilization through cleavage, morula, and blastocyst (ICM vs trophoblast), rank stem-cell potency, and order gastrulation and neurulation
- Match each germ layer (ecto-, meso-, endoderm) to its derivatives and predict neural-tube defects
- Trace fetal circulation through the ductus venosus, foramen ovale, and ductus arteriosus, then close the shunts at first breath
- Run the HPG axis and menstrual cycle: pulsatile GnRH to FSH/LH, the estradiol feedback flip that triggers the LH surge, the corpus luteum, and hCG rescue
- Compare male vs female gametogenesis (four sperm vs one ovum), localize Sertoli vs Leydig roles, and explain combined oral contraceptives
Nervous & sensory systems
- Build the action potential from rest through threshold, the Na⁺ upstroke, K⁺ repolarization, and the refractory periods, and predict what TTX or K⁺ blockers do
- Wire the synapse: EPSP vs IPSP, temporal vs spatial summation, the autonomic divisions and their transmitters, and CNS vs PNS glia
- Trace reflex arcs end to end: the monosynaptic stretch reflex, the polysynaptic withdrawal reflex, and the autonomic baroreceptor reflex
- Run sensory transduction: rod phototransduction, cochlear hair cells and tonotopy, vestibular and chemical senses, plus refractive errors and corrective optics
Endocrine system
- Drive the major axes (HPA cortisol, HPT thyroid, PTH/calcium, ADH/osmolarity) and read their feedback loops
- Separate steroid/nuclear-receptor hormones from peptide/cell-surface ones, with thyroid hormone as the lipophilic exception
- Map hypothalamic-pituitary anatomy (anterior releasing factors vs posterior ADH/oxytocin) and run the insulin-glucose loop with its counter-regulators
- Reason backward from a lab panel to the failing gland (primary vs secondary lesion)
Circulation, respiration & renal
- Apply Frank-Starling, contractility, and afterload, compute stroke volume and ejection fraction, and trace blood through the chambers, valves, and SA-to-Purkinje conduction
- Cover blood itself: ABO/Rh typing and transfusion, the coagulation cascade with vitamin-K factors, and EPO-driven hematopoiesis
- Calculate minute and alveolar ventilation, the alveolar gas equation and A-a gradient, match V/Q, and read lung volumes off a spirometry trace
- Explain the oxygen-hemoglobin curve and Bohr effect, CO₂ transport via bicarbonate and the chloride shift, and the control of breathing
- Profile the nephron, run the countercurrent multiplier, and predict ADH and loop-diuretic effects on water handling
Digestion, muscle & bone
- Deploy digestion site by site: salivary amylase, gastric pepsin and intrinsic factor, the duodenal bile-then-lipase order, brush-border disaccharidases, and B12 in the terminal ileum
- Place the GI hormones (gastrin, secretin, CCK, somatostatin) and appetite hormones (ghrelin, leptin), and route fat through chylomicrons and lacteals
- Run the sarcomere: the force-length relationship, calcium-gated cross-bridge cycling (troponin, tropomyosin), excitation-contraction coupling, and twitch summation to tetanus
- Contrast the three muscle types and fiber types, and apply skeletal lever mechanics
- Remodel bone (osteoclast/blast/cyte, compact vs spongy) under PTH/calcitriol/calcitonin control, plus skin thermoregulation
Immunity
- Separate innate from adaptive immunity, and humoral (B cells, antibodies) from cell-mediated (T cells) responses
- Apply MHC restriction (I to CD8, II to CD4), helper-T cytokine direction, and NK missing-self and complement killing
- Generate antibody diversity by V(D)J recombination and affinity maturation, sort the isotypes, and explain class switching
- Explain thymic selection and Treg tolerance, and how their failure produces autoimmunity
Research & data
- Read a real clinical figure (a dose-response curve with a placebo arm), separate the variables from the controls, and judge whether the conclusion holds past the plateau
The boss
- The Autoimmune Fog: a breadth gauntlet that pulls one high-yield item from every Academy Grounds subject into a single synthesis fight
Atomic Conservatory
General ChemistryAtomic structure, quantum & the periodic table
- Build any element's electron configuration (Aufbau, Hund, Pauli), including the Cr and Cu exceptions, and predict paramagnetic vs diamagnetic
- Match orbital shapes to quantum numbers and apply the real filling order (why 4s fills before 3d)
- Read an atomic spectrum: Bohr levels, the Lyman/Balmer/Paschen series, and E = hc/λ
- Balance isotope abundances to recover an element's average atomic mass
- Master every periodic trend from effective nuclear charge: radius, ionization energy, electron affinity, electronegativity, plus the anomalies
- Read nuclear decay on sight: alpha vs beta vs gamma, and half-life math
Bonding, molecular shape & intermolecular forces
- Build full Lewis structures: octet, lone pairs, formal charge, and resonance
- Predict VSEPR geometry and hybridization; tell ionic from covalent and handle expanded octets
- Rank every intermolecular force (London, dipole-dipole, hydrogen bonding, ion-dipole) to predict boiling points and solubility
- Predict molecular polarity by dipole cancellation (why CO₂ is nonpolar but water is not)
Reactions, stoichiometry & gases
- Limiting reagent, percent yield, empirical formulas, combustion analysis, and dilutions
- Every gas law (ideal, combined, Dalton's, Graham's), kinetic molecular theory, and real-gas behavior
- Pull a reaction order from rate data; rate laws from the slow step and the catalyst trap
- Equilibrium done right: Q vs K, Le Chatelier, and how temperature shifts K
Thermodynamics
- Gibbs free energy and spontaneity across all four enthalpy/entropy quadrants, plus the crossover temperature
- System vs surroundings sign rules, Hess's law as a real calculation, and calorimetry (q = mcΔT)
Acids, bases, solutions & electrochemistry
- Titration curves start to finish: equivalence point, half-equivalence pH = pKa, polyprotic acids, indicator choice, buffers
- Weak-acid pH from Ka, the strong acids, and solubility (Ksp, common-ion effect, precipitation)
- Colligative properties: freezing-point depression, boiling-point elevation, osmotic pressure
- Oxidation numbers and OIL RIG; build galvanic and electrolytic cells with the Nernst equation and Faraday's law
Lab skills & ions
- The separation toolkit: distillation, filtration, recrystallization, extraction, and TLC
- Ion naming, charge balancing, solubility rules, net-ionic equations, and spotting spectator ions
Research & data
- Read a real rate-vs-time figure, separate the variables from the controls, and judge whether the conclusion actually holds
The boss
- The Equilibrium Dragon: a 13-round gauntlet that mixes every topic above into one fight
Synthesis Market
Organic ChemistryStructure, naming & functional groups
- Trace the parent chain on a drawn structure, tap its substituents and functional groups, and assemble the full IUPAC name with lowest-locant and alphabetization rules
- Rank the functional-group priority that decides the suffix vs a prefix (acid, ester, amide, aldehyde, ketone, alcohol, amine)
- Sort molecules into functional-group bins and rank boiling point, solubility, acidity, and basicity from intermolecular forces and resonance (alpha-H acidity, carboxylate stabilization, amine vs amide)
- Judge whether a ring is aromatic, anti-aromatic, or non-aromatic by Huckel's 4n+2 rule
- Predict the rate and the ortho/para vs meta direction of electrophilic aromatic substitution, including the halogen exception
Stereochemistry & conformation
- Find each chiral center, rank the four groups by CIP priority, and trace 1 to 2 to 3 to assign R or S
- Classify a pair of structures as enantiomers, diastereomers, meso, identical, or constitutional isomers, and assign E or Z across a double bond
- Reason about optical activity and why a racemic mixture reads zero rotation
- Flip a cyclohexane chair and use A-values and 1,3-diaxial strain to predict which substituent sits equatorial (including the tert-butyl lock)
Reactions & mechanisms
- Push curved arrows for SN2, SN1, E1, E2, carbonyl addition, and proton transfer, and pick the pathway from what favors each (backside attack, carbocation stability, anti-periplanar geometry)
- Rank carbocation stability (3 > 2 > 1 > methyl, plus allylic and benzylic resonance) and apply 1,2-hydride and methyl shifts
- Choose Markovnikov vs anti-Markovnikov vs syn vs anti addition across hydration, hydroboration, halogenation, halohydrin, epoxidation, ozonolysis, and Lindlar vs Na/NH₃
Carbonyls, acid derivatives & tautomers
- Pick the reagent and condition to hit a carbonyl product: reduction (NaBH₄, LiAlH₄), Grignard, acetal, imine, Wittig, cyanohydrin, Tollens, PCC vs chromic acid, and aldol vs condensation vs Michael, Claisen, and decarboxylation
- Rank the acid-derivative reactivity ladder (acid chloride, anhydride, ester, amide, carboxylate) by leaving group and resonance, and route conversions downhill freely or uphill with activation (SOCl₂, Fischer)
- Predict the keto-enol position from alpha-H acidity, stacking carbonyl neighbors to drop pKa toward the enol
Spectroscopy & separations
- Wire each IR, NMR, and mass-spec peak to the exact atom or bond on a drawn structure (C=O stretch positions, acid OH and aldehyde shifts, the bromine 1:1 isotope pattern, acylium fragments)
- Pick the separation technique from the physical property (distillation, acid-base extraction, recrystallization, and column, TLC, GC, ion-exchange, size-exclusion, affinity chromatography) and predict elution order
Synthesis & equilibrium
- Plan a multi-step route to a target, discriminating near-twin reagents (PCC vs Jones, NaBH₄ vs LiAlH₄, OsO₄ cis-diol vs mCPBA trans-diol) and extending the carbon chain
- Drive a Fischer esterification to a target yield by hand using Le Chatelier (flood the alcohol, remove water, or reverse to hydrolysis)
Research & data
- Read a real reaction-yield figure, separate the variables from the controls, and judge whether the conclusion actually holds
The boss
- The Carbocation King: tap the most acidic proton, the electrophilic carbon, the stereocenter, and the aldehyde proton, then transform past a 1,2-hydride-shift trap where trapping the cation too early builds the wrong product
The Prism Works
PhysicsVectors, motion & forces
- Break any vector into components and rebuild it: x = |V|cos θ, y = |V|sin θ, decompose weight on an incline (mg sin θ along, mg cos θ into the ramp), and add vectors tail to head
- Run a full projectile: range R = v²sin(2θ)/g (max at 45°), peak height, and time of flight, then read position, velocity, and acceleration off x-t and v-t graphs (slope and area)
- Apply Newton's laws to get acceleration from net force (a = F/m), tell static from kinetic friction at the break-loose point, and pair action with reaction across different bodies
- Predict circular motion with centripetal force F = mv²/r, and orbital speed v = √(GM/r)
Energy, momentum & statics
- Conserve energy across drops, ramps, and springs: v = √(2gh), ½kx² launching to ½mv², minus friction work W = μNd
- Track momentum and impulse: p = mv, FΔt = Δp, and work elastic vs perfectly inelastic collisions (momentum always conserved, kinetic energy only sometimes)
- Read work and impulse as the area under force-distance and force-time graphs, and apply Hooke's law F = kx
- Solve rigid bodies at rest with both conditions at once: ΣF = 0 and Στ = 0 (torque = force × lever arm), including levers, the leaning ladder, and center-of-mass tip-over
Fluids & thermodynamics
- Work pressure and flow: P = ρgh, continuity (A₁v₁ = A₂v₂), Bernoulli's pressure-speed trade, Poiseuille's r⁴ resistance, and Archimedes buoyancy
- Apply Pascal's hydraulic press, Torricelli drainage v = √(2gh), and absolute vs gauge pressure
- Run the gas laws and kinetic theory: PV = nRT, v_rms scaling with √(T/M), Dalton partial pressures, and Graham's 1/√M effusion
- Move heat and work through the first law (ΔU = Q − W), specific and latent heat (Q = mcΔT, Q = mL), the Carnot ceiling (η = 1 − Tc/Th), and net work as the enclosed area of a PV cycle
Waves, sound & optics
- Connect every wave with v = fλ, set standing-wave harmonics on strings and in open vs closed pipes, and compute beats, decibels, and Doppler shifts for a moving source or observer
- Place the image for mirrors and lenses with 1/f = 1/do + 1/di and M = −di/do, including diopter vision correction
- Bend and split light with Snell's law, total internal reflection (sin θc = n₂/n₁), and dispersion
- Predict interference and polarization: double-slit and grating spacing, thin-film color, and Malus's law I = I₀cos²θ
Electricity, magnetism & circuits
- Build resistor and capacitor networks: Ohm's law V = IR, series vs parallel (capacitors combine the opposite way), Kirchhoff's loop and junction rules, and power P = I²R
- Set RC timing with τ = RC and store energy U = ½CV², from a defibrillator pulse to a myelinated neuron
- Compute the electrostatic trio from a point charge: Coulomb force, field E = kq/r², and potential V = kq/r, plus work W = qΔV
- Find magnetic forces and induction: cyclotron radius r = mv/qB, force on a wire F = iLB, the right-hand rule, flux Φ = BAcos θ, and motional EMF ε = BLv
Nuclear, quantum & oscillations
- Read radioactive decay off the curve N = N₀(½)^(t/t½), including non-integer half-lives, and balance nuclear equations (alpha, beta, gamma, electron capture)
- Apply mass-energy and quantum relations: binding energy E = Δmc², photon E = hf, the photoelectric KEmax = hf − φ, de Broglie λ = h/p, and Bohr emission and absorption
- Solve simple harmonic motion: spring T = 2π√(m/k) and the mass-independent pendulum T = 2π√(L/g), drive a system to resonance, and scale energy as amplitude² (E = ½kA²)
Physiology bridge: gas exchange
- Turn the gas laws physiological: breathe by Boyle's law, find inspired PO₂ with Dalton minus the humidity tax, and run the alveolar gas equation
- Drive diffusion with Fick's law (set by area, gradient, and thickness) and explain why oxygen needs hemoglobin using Henry's law
Research & data
- Read a real measurement figure, separate the variables from the controls, and judge whether the conclusion actually holds
The boss
- The Vector Wyvern: a 13-phase gauntlet that drills one challenge from every station and front-loads whichever topic you have been missing
Heartside Commons
Psychology & SociologyLearning, memory & cognition
- Run the operant 2x2 to tell positive and negative reinforcement from positive and negative punishment, trigger extinction and spontaneous recovery, and pick the reinforcement schedule that drives each response pattern
- Sort items into episodic, semantic, and procedural memory, separate proactive from retroactive interference, and apply chunking, the misinformation effect, and the amnesia patterns
- Localize a cortical deficit (Broca, Wernicke, hippocampus, prefrontal) and name the cognitive bias at work: availability, representativeness, anchoring, framing, confirmation, hindsight
Biological bases, sensation & perception
- Wire each clue to its system: neurotransmitter (dopamine, serotonin, GABA, acetylcholine, endorphins), drug target (the receptor a psychoactive substance hits), and autonomic branch with the HPA cortisol axis
- Reason through behavioral genetics (heritability, twin and adoption studies, epigenetics) and evolutionary psychology (kin and sexual selection, parental investment)
- Explain color with trichromatic vs opponent-process theory, pitch with cochlear place theory, separate absolute threshold from the just-noticeable difference (Weber's law), and apply Gestalt grouping and attention effects (Stroop, cocktail-party, inattentional blindness)
Consciousness & sleep
- Read an EEG to order the sleep stages (alpha, theta, spindles and K-complexes, delta, REM) and diagnose the sleep disorders (apnea, narcolepsy, night terrors)
- Match each dream theory (Freudian, activation-synthesis, information-processing) and altered state (hypnosis, mindfulness) to its account, and predict how depressants, stimulants, opioids, and hallucinogens alter consciousness
Emotion, development & identity
- Assemble the beat-chain for each emotion theory: James-Lange, Cannon-Bard, Schachter-Singer two-factor, Lazarus appraisal, and Selye's general adaptation syndrome
- Order the developmental stage theories (Piaget, Erikson, Kohlberg, Freud) and place Ainsworth attachment styles and Vygotsky's zone of proximal development
- Sort identity and personality concepts: ascribed vs achieved vs master status, the Big Five, role strain vs role conflict, Goffman's dramaturgy, Cooley's looking-glass self, locus of control, and Bandura's self-efficacy
Social psychology & persuasion
- Spot the biased line in dialogue: fundamental attribution error, self-serving and confirmation bias, the just-world and halo effects, in-group bias, and stereotype threat
- Diagnose and intervene on group behavior: groupthink, conformity (Asch), obedience (Milgram), the bystander effect, social loafing, deindividuation, polarization, and facilitation
- Defuse compliance techniques (foot-in-the-door, door-in-the-face, low-balling), route persuasion through the central vs peripheral path, and resolve the attitude-behavior link via cognitive dissonance
- Name the ego defense mechanism in play (denial, repression, displacement, projection, reaction formation) and rank it on Vaillant's maturity tiers
Signal detection & decision-making
- Plant the criterion fence on a field of trials and watch hits and false alarms move together, set a conservative vs liberal criterion to match which error costs more, and raise d-prime to separate signal from noise along the ROC curve
Sociology, institutions & health equity
- Rank concepts on intensity ladders (folkways, mores, taboos), distinguish subculture from counterculture and ethnocentrism from cultural relativism, and apply the three lenses (symbolic interactionism, functionalism, conflict theory)
- Work the institutions floor: family socialization and the hidden curriculum, religious organization types, Weber's Protestant ethic and bureaucracy, Durkheim, migration push and pull, sex vs gender, and demographic transition
- Trace a health disparity upstream: place the structural driver (disinvestment, environmental racism, a coverage gap) above the visible outcome, then pick the intervention that dams the river at its source
Psychological disorders
- Triage a clinical vignette into the right disorder family (mood, anxiety, psychotic, personality, neurodevelopmental, trauma, dissociative, neurocognitive), click the hallmark symptom, and split look-alike diagnoses (bipolar I vs II, OCD vs OCPD, delirium vs dementia)
Research & data
- Read a real study figure, separate the variables from the controls, and judge whether the method supports the conclusion (attrition, reverse causation, selection bias, demand characteristics and blinding)
The boss
- The Mirror of Bias: a gauntlet that reflects each station's own gesture back at you (tap-the-phrase, build-the-chain, the criterion fence, concept-sorts) with an adaptive deep-cut for your weakest topic
The Glow Labs
Biochemistry FreeAmino acids, proteins & folding
- Classify all 20 amino acids by side-chain polarity, charge at physiological pH, and class, flagging the special residues Cys, Pro, and Gly
- Predict net charge and isoelectric point (pI) from side-chain pKa values, reading His (pKa ~6) as the physiological buffer residue
- Build all four levels of protein structure and rank the stabilizing forces: hydrophobic collapse, hydrogen bonds, ionic salt bridges, and disulfides
- Trace denaturation and refolding: which bonds break with heat or pH, why the backbone survives, and where chaperones step in
Enzyme classification & kinetics
- Sort enzymes into the six classes by suffix logic, including the traps: kinase vs phosphorylase, polymerase vs ligase, synthase vs synthetase
- Read a Michaelis-Menten curve: Km as the [S] at half Vmax (affinity) vs Vmax as the saturation ceiling
- Diagnose inhibition from a Lineweaver-Burk plot: competitive, noncompetitive, uncompetitive, and mixed
- Predict pH and temperature optima, allosteric and feedback control, cooperativity (T vs R state), and zymogen activation
Central dogma & gene expression
- Run transcription and translation in the right 5' to 3' direction, pairing codon to anticodon and applying wobble
- Process eukaryotic mRNA: 5' cap, poly-A tail, and spliceosome removal of introns
- Classify mutations (silent, missense, nonsense, frameshift) and predict the downstream consequence of each
Membranes, transport & signaling
- Route each molecule by the right mechanism: simple and facilitated diffusion, plus primary vs secondary active transport (Na/K-ATPase, SGLT cotransport)
- Use polarity, size, charge, and the gradient to decide direction and whether ATP is required
- Match signaling routes to receptor type: GPCRs and second messengers, receptor tyrosine kinases, ligand-gated channels, and intracellular steroid receptors
Carbohydrates & lipids
- Build mono-, di-, and polysaccharides, distinguishing aldose vs ketose, alpha vs beta anomers, epimers, and reducing sugars
- Connect glycosidic linkage to function: alpha-1,4 and alpha-1,6 for storage vs beta-1,4 for structure
- Predict membrane fluidity from saturated vs cis-unsaturated tails and cholesterol's buffering
- Classify lipids and split saponifiable from non-saponifiable, tracking the fat-soluble vitamins A, D, E, K
Metabolism & hemoglobin
- Route metabolites through glycolysis, the TCA cycle, oxidative phosphorylation, beta-oxidation, gluconeogenesis, and the pentose phosphate pathway, tallying ATP and NADH
- Switch between fed and fasted states (insulin vs glucagon, the carnitine shuttle, ketogenesis) with rate-limiting control at PFK-1
- Read an oxygen-hemoglobin curve: cooperative binding, P50, T vs R state, and the fetal-Hb left shift
- Predict Bohr-effect right shifts from H⁺, CO₂, temperature, and 2,3-BPG
Biotechnology
- Run and interpret PCR and qPCR, gel electrophoresis and SDS-PAGE, and Sanger vs next-generation sequencing
- Choose the right separation by charge or size: ion-exchange, isoelectric focusing, size-exclusion chromatography
- Read a Western, Southern, or Northern blot and an ELISA, and reason through restriction digests and CRISPR targeting
Research & data
- Read a real assay figure, separate the variables from the controls, and judge whether the conclusion actually holds (interpolation vs extrapolation, attrition, reverse causation, overlapping intervals)
The boss
- The Enzyme Eel: a three-phase fight mixing substrate and amino-acid ID, inhibition diagnosis, metabolism, transport, lipids, translation, and folding, with the finale aimed at your weakest subject
World Hub
Math, CARS & DataEquations, algebra & units
- Forge a formula by placing each variable where it belongs (numerator or denominator, right exponent), then test which way the answer moves when an input changes: F = ma, P = F/A, KE = ½mv², projectile range, the pendulum period
- Isolate any target variable with the right inverse operation, working outside in (subtract before divide, divide before un-square): V = IR, the kinematics equations, PV = nRT, pH = −log[H⁺]
- Carry units through dimensional analysis so the unwanted ones cancel: metric prefixes, km/h to m/s, mmHg to atm, kJ to kcal, eV to joules, and both forms of R
- Run the mole bridge as unit conversions: grams to moles by molar mass, moles to particles by Avogadro's number, density, molarity, 22.4 L/mol at STP, and clinical mg/kg dosing
Estimation, logs & signed sums
- Estimate fast without a calculator: scientific-notation multiply and divide, squares and roots, the key logs (log 2 = 0.3, log 3 = 0.5), trig from the 30-60-90 and 45° triangles, and powers of 2
- Climb powers of ten on log scales where one unit is a factor of ten: pH and [H⁺], decibels (10 dB per power), the Richter scale, and Henderson-Hasselbalch buffer shifts
- Stack signed steps to a net total, flipping a sign to reverse a step and scaling by a coefficient: Hess's law, bond energies (broken minus formed), heating-curve calorimetry, and formal charge
Graphs, data & study design
- Read a curve and name its equation and key features: linear (slope = k), quadratic, exponential growth and decay (half-life, asymptotes), inverse (Boyle's law), logarithmic, and saturating or sigmoidal curves (Michaelis-Menten Km, hemoglobin cooperativity, logistic carrying capacity)
- Pick the honest summary of a distribution: the mean for a symmetric pile, the median when a skew or outlier drags the mean
- Separate precision (a tight cluster) from accuracy (centered on truth), and catch the tight-but-off-center trap
- Judge whether a difference is real by reading 95% confidence intervals: clearly separated means real, overlapping means it could be noise
- Sort a correlation into confounded, reverse causation, or true cause, and name a study by its structure (case-control, cross-sectional, cohort, RCT)
CARS & reading
- Decode dense, jargon-heavy sentences into plain English on an unfamiliar topic, using only the passage
- Tag each sentence's role: the author's own claim, supporting evidence, a concession, or a reported view the author does not endorse
- Find the real thesis and reject the red herring (a reported view dressed up to look like the author's claim)
- Answer main-idea, tone, inference, strengthen, and weaken questions, citing the exact sentence that supports each answer
Research reasoning
- Read a real experiment, separate the variables from the controls, and flag the one weak spot left uncontrolled
- Read the figure first, then judge which conclusions the data actually support (inhibition curves, confidence-interval bars, grouped bars, calibration scatter with an outlier)
- Cross-examine each objection as sustained (a real flaw) or overruled (already controlled): confounds, the ecological fallacy, single-trial noise, regression to the mean, and the value of a pre-registered replication
The boss
- The Rainbow Gauntlet: the culminating four-section practice exam in real MCAT order (Chem/Phys, CARS, Bio/Biochem, Psych/Soc), run a section at a time, that pulls together every skill the science districts and the World Hub build
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