{"id":"W2062361071","doi":"10.1002/bmb.20422","title":"The evolving field of medical education research","year":2010,"lang":"en","type":"article","venue":"Biochemistry and Molecular Biology Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Field (mathematics); Scope (computer science); Engineering ethics; Discipline; Work (physics); Educational research; Interdisciplinarity; Sociology; Management science; Psychology; Computer science; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1660017,0.0009147731,0.003382459,0.01429946,0.01030537,0.03133274,0.006798343,0.02150992,0.007062788],"category_scores_gemma":[0.1626925,0.001111423,0.001882097,0.01386662,0.06046261,0.04455661,0.01235796,0.03212199,0.002264448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02119748,"about_ca_system_score_gemma":0.04177812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005143143,"about_ca_topic_score_gemma":0.003983755,"domain_scores_codex":[0.8696288,0.07911326,0.008280474,0.01315799,0.02632752,0.003491991],"domain_scores_gemma":[0.5357057,0.382123,0.0109979,0.01739328,0.03433295,0.01944722],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008494027,0.0002068103,0.002932598,0.003532621,0.00006965394,0.0003418883,0.01012577,0.0004698589,0.0003621491,0.6753713,0.04567501,0.2608272],"study_design_scores_gemma":[0.00003861315,0.0001252487,0.001915302,0.01069323,0.00003681448,0.0005792507,0.01211118,0.0007820872,0.0002255206,0.414874,0.5584784,0.0001404601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002393275,0.2110721,0.01209315,0.7522366,0.009353756,0.00007733709,0.0001086963,0.00009789684,0.01256723],"genre_scores_gemma":[0.1424838,0.4241869,0.09677064,0.2562556,0.07145876,0.0006824227,0.000247051,0.0003150206,0.007599896],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8339983,"threshold_uncertainty_score":0.8779113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052392583928261,"score_gpt":0.428701622968059,"score_spread":0.4181776971287764,"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."}}