{"id":"W2112683815","doi":"10.25011/cim.v30i4.2778","title":"18. The future of Canadian residency education: The core competency project","year":2007,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Core competency; Medical education; Medicine; Family medicine; Medical school; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.017382,0.0005164077,0.0003651983,0.002154414,0.01175129,0.007527886,0.002309184,0.006943733,0.008599678],"category_scores_gemma":[0.01950634,0.0002536724,0.0005542749,0.001831655,0.006692892,0.003403584,0.003542138,0.0034286,0.0008697166],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08548647,"about_ca_system_score_gemma":0.5696154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9490008,"about_ca_topic_score_gemma":0.9636776,"domain_scores_codex":[0.9875289,0.002154082,0.0002840723,0.0003977077,0.005188618,0.004446563],"domain_scores_gemma":[0.9562188,0.00360453,0.0009554761,0.0006217553,0.01954234,0.01905716],"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":[0.00004378228,0.0000463057,0.003946908,0.0005919843,0.0000132736,0.0002802552,0.003690804,0.000478772,0.0002757594,0.1966878,0.6936285,0.1003158],"study_design_scores_gemma":[0.0000415917,0.0000448566,0.01488331,0.001088422,0.00002709538,0.0001299776,0.007033171,0.0005174806,0.0002920739,0.01665521,0.9592307,0.00005601314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00837101,0.01600178,0.001759243,0.8637387,0.004756524,0.0002004546,0.000955268,0.0001308945,0.1040861],"genre_scores_gemma":[0.4721097,0.03587974,0.04298865,0.2424666,0.003567121,0.000872654,0.002029709,0.0001691586,0.1999167],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9145135,"threshold_uncertainty_score":0.6202507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2023233643573833,"score_gpt":0.432059500085248,"score_spread":0.2297361357278646,"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."}}