{"id":"W1998910494","doi":"10.1097/acm.0b013e31805557ba","title":"Viewpoint: A Performance-Based Conception of Competence is Changing the Regulation of Physicians?? Professional Behavior","year":2007,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Physicians and Surgeons of Ontario","funders":"","keywords":"Competence (human resources); Accountability; Obligation; Psychology; Situational ethics; Medical education; Public relations; Medicine; Social psychology; Political science; Law","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":[0.009386603,0.0005199463,0.0005005923,0.001052508,0.003322339,0.007979811,0.002986949,0.008843697,0.004804909],"category_scores_gemma":[0.0104613,0.0002330938,0.0004755577,0.000640867,0.03953731,0.008617801,0.003930761,0.01273551,0.001653416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008241342,"about_ca_system_score_gemma":0.009219958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351926,"about_ca_topic_score_gemma":0.01038258,"domain_scores_codex":[0.9907225,0.005580876,0.0002041752,0.001324734,0.001645684,0.0005219712],"domain_scores_gemma":[0.9920649,0.003696433,0.0008844571,0.0007072102,0.001645094,0.001001914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003068832,0.00004508955,0.001090536,0.00008377538,0.000008357926,0.0001150234,0.009595392,0.0001786455,0.0002273209,0.921504,0.0539492,0.01317218],"study_design_scores_gemma":[0.00004616121,0.00008231087,0.00369123,0.0006547683,0.00001516183,0.0003408796,0.009298394,0.001065286,0.0003420021,0.749392,0.2350234,0.0000484153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002906847,0.002625976,0.00338071,0.9593759,0.001253588,0.000009440889,0.00003145115,0.00002401312,0.03039208],"genre_scores_gemma":[0.4030474,0.005593649,0.005974014,0.5495934,0.01212047,0.0001445962,0.00007271871,0.0001020738,0.02335163],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01351926,"threshold_uncertainty_score":0.05979538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03280876814081133,"score_gpt":0.3706617513357977,"score_spread":0.3378529831949863,"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."}}