{"id":"W2594668114","doi":"10.1111/imj.13355","title":"Medical colleges: whose purpose, if any, do they serve?","year":2017,"lang":"en","type":"editorial","venue":"Internal Medicine Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apothecaries' system; Medicine; Guild; Craft; Charter; Law; Competence (human resources); Management; History; Political science","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":[0.01749743,0.0007818677,0.001024992,0.002876093,0.01150296,0.02542102,0.002640947,0.01307174,0.04094666],"category_scores_gemma":[0.05812781,0.0007020282,0.0006944633,0.002802359,0.01732653,0.02176042,0.01214426,0.0110862,0.03389461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01221063,"about_ca_system_score_gemma":0.05629594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02638865,"about_ca_topic_score_gemma":0.04612204,"domain_scores_codex":[0.9732817,0.007902293,0.0007234756,0.001504034,0.006730444,0.009857972],"domain_scores_gemma":[0.8936381,0.007112131,0.004498076,0.002144178,0.02089592,0.07171146],"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":[0.0001094937,0.0001093732,0.008745159,0.0005903427,0.00003303651,0.0001789442,0.004203168,0.00007179675,0.0002950968,0.1114602,0.7662826,0.1079207],"study_design_scores_gemma":[0.00004471959,0.00007281288,0.008661493,0.001970763,0.00001756188,0.0003393243,0.01575805,0.0001870138,0.000178964,0.02625979,0.9464017,0.0001079449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003193735,0.01256779,0.0007520184,0.9317308,0.01115951,0.0000425758,0.0003207267,0.0001012058,0.04013169],"genre_scores_gemma":[0.2686764,0.04189036,0.003004231,0.5208594,0.03451513,0.0003624477,0.001016711,0.0005286189,0.1291466],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04094666,"threshold_uncertainty_score":0.1369802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3818617611751635,"score_gpt":0.5816680128965157,"score_spread":0.1998062517213522,"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."}}