{"id":"W2040993431","doi":"10.1097/acm.0b013e31818c7451","title":"Premedical Education","year":2008,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Passion; Medical education; Value (mathematics); Quarter (Canadian coin); Point (geometry); Psychology; Medicine; Pedagogy; Mathematics education; Computer science; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004575779,0.001056059,0.0009288325,0.000956058,0.003560155,0.003625981,0.002980598,0.02955259,0.02649751],"category_scores_gemma":[0.03316428,0.001019237,0.001538496,0.0006973203,0.002826732,0.004765544,0.003504129,0.04353146,0.01835891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003473765,"about_ca_system_score_gemma":0.008276348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005769583,"about_ca_topic_score_gemma":0.01060279,"domain_scores_codex":[0.9960324,0.0005451496,0.0005663437,0.0006621793,0.001656669,0.0005370924],"domain_scores_gemma":[0.981267,0.006053974,0.001603143,0.0008590248,0.005737051,0.004479766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000596427,0.000007655828,0.0001036588,0.00003478356,0.000002175026,0.00004404361,0.00002522407,0.000005388742,0.00002038914,0.0005243655,0.9944976,0.004728787],"study_design_scores_gemma":[0.00001055928,0.00002011674,0.0004296675,0.0001480345,0.000004314135,0.0002104642,0.00009726686,0.0000172308,0.00005112033,0.0005448249,0.9984555,0.00001096672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00008552783,0.003168583,0.00006462916,0.8881488,0.1059332,0.00001091402,0.00004917365,0.00004796926,0.002491154],"genre_scores_gemma":[0.0007642941,0.002095628,0.0001523581,0.9227077,0.06048553,0.00002664963,0.00003901643,0.00002267069,0.01370614],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02955259,"threshold_uncertainty_score":0.08864301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04431797311517608,"score_gpt":0.3920538892878931,"score_spread":0.347735916172717,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}