{"id":"W4415729732","doi":"10.1002/9781118410868.wbehibs190.pub2","title":"Medical School Socialization","year":2025,"lang":"en","type":"other","venue":"The Wiley Blackwell Encyclopedia of Health, Illness, Behavior, and Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Socialization; Foundation (evidence); Medical school; Conceptual framework; Work (physics); Workplace learning","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":[],"consensus_categories":[],"category_scores_codex":[0.001723174,0.0001608239,0.0001849212,0.002614065,0.004883079,0.004709414,0.0004424259,0.0006180663,0.01763429],"category_scores_gemma":[0.005083258,0.00008884,0.0001701741,0.001405018,0.004285096,0.00212505,0.005085513,0.001115029,0.0007405363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00399923,"about_ca_system_score_gemma":0.0026715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008466484,"about_ca_topic_score_gemma":0.01095945,"domain_scores_codex":[0.9970126,0.001490307,0.00009169243,0.0002805649,0.0003928337,0.0007320533],"domain_scores_gemma":[0.9956772,0.0006374098,0.001051273,0.0002616528,0.000597319,0.001775209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009289968,0.0005635905,0.2696747,0.0001828118,0.00004066832,0.0004834319,0.2673697,0.0003083951,0.001145846,0.2418991,0.02559234,0.1926465],"study_design_scores_gemma":[0.00001638191,0.0001979768,0.4191663,0.0002799642,0.00001797483,0.0003569861,0.3072124,0.0004811288,0.0004906968,0.02227053,0.249478,0.00003163807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6874792,0.0009429135,0.0005929021,0.01902495,0.0001925563,0.00006783922,0.0001595108,0.00004316213,0.291497],"genre_scores_gemma":[0.9932174,0.0002559396,0.00007072634,0.0004074156,0.00005924061,0.00001060922,0.00003309529,0.000005304516,0.005940292],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01763429,"threshold_uncertainty_score":0.05899262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00937733385075507,"score_gpt":0.2837335336853756,"score_spread":0.2743561998346206,"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."}}