{"id":"W2315413233","doi":"10.1097/acm.0b013e3182604968","title":"Competency Is Not Enough","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":621,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cognitive reframing; Perspective (graphical); Identity (music); Medical education; Meaning (existential); Salient; Focus (optics); Psychology; Engineering ethics; Public relations; Sociology; Medicine; Social psychology; Political science; Computer science","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":[0.01393529,0.0005205899,0.0008073624,0.001332352,0.007144169,0.01007714,0.001429387,0.004428563,0.01023969],"category_scores_gemma":[0.03220778,0.0003088158,0.0005940059,0.0006124749,0.02765639,0.01712176,0.01048058,0.01165999,0.003543682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006547821,"about_ca_system_score_gemma":0.01338788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009324757,"about_ca_topic_score_gemma":0.008242889,"domain_scores_codex":[0.9855441,0.005853585,0.0006418313,0.001643271,0.004439844,0.001877304],"domain_scores_gemma":[0.9769983,0.007556424,0.001572952,0.002032872,0.004767943,0.007071478],"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":[0.0000344729,0.00007362526,0.002154133,0.0002605151,0.00002885327,0.0002200196,0.01519938,0.0001530171,0.0002957298,0.8427755,0.06979491,0.06900983],"study_design_scores_gemma":[0.00002033453,0.00009806949,0.00248072,0.001376646,0.00002373422,0.0009096023,0.02077536,0.0002524664,0.0005035292,0.4242548,0.549252,0.00005273195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01535196,0.01170631,0.007834732,0.7044501,0.004075714,0.00003360789,0.00006798628,0.0001066828,0.2563729],"genre_scores_gemma":[0.7777423,0.008093196,0.006237125,0.1588593,0.002167452,0.00007454038,0.0001092519,0.000167642,0.04654913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01393529,"threshold_uncertainty_score":0.07369769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05289375579042268,"score_gpt":0.3944105420154259,"score_spread":0.3415167862250033,"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."}}