{"id":"W2163752350","doi":"","title":"Defining competency-based evaluation objectives in family medicine: procedure skills.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; London Health Sciences Centre","funders":"","keywords":"Competence (human resources); Certification; Medical education; Medicine; Key (lock); Computer science; Psychology; Management; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1094186,0.0006247793,0.0007796257,0.003101433,0.001187288,0.002915926,0.001240885,0.001206367,0.001742224],"category_scores_gemma":[0.1992661,0.0002879259,0.001198022,0.001388619,0.00127569,0.003331497,0.002955731,0.001444558,0.0004027028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008165338,"about_ca_system_score_gemma":0.01480325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002990174,"about_ca_topic_score_gemma":0.008611402,"domain_scores_codex":[0.912381,0.05998689,0.009509888,0.001159501,0.01548005,0.001482567],"domain_scores_gemma":[0.8109579,0.09067857,0.025571,0.003733481,0.063861,0.00519802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001586337,0.002117012,0.1274752,0.008058146,0.0003498812,0.0002023949,0.01422379,0.008072972,0.004005935,0.0251918,0.01394279,0.7947738],"study_design_scores_gemma":[0.001577935,0.01110898,0.6605766,0.02034196,0.0007540651,0.001218985,0.03410707,0.05515575,0.0317405,0.03625214,0.1464333,0.0007326731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4266847,0.004455526,0.4167408,0.006615384,0.0006748946,0.06904357,0.002167117,0.0005199898,0.073098],"genre_scores_gemma":[0.5833526,0.0007183598,0.3809732,0.0005594736,0.00005865042,0.03111836,0.001104751,0.00005715372,0.002057481],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1094186,"threshold_uncertainty_score":0.5786678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02399204955473896,"score_gpt":0.338400558450699,"score_spread":0.3144085088959601,"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."}}