{"id":"W2002380673","doi":"10.1080/10401334.2014.914943","title":"Expectations of Clinical Teachers and Faculty Regarding Development of the CanMEDS-Family Medicine Competencies: Laval Developmental Benchmarks Scale for Family Medicine Residency Training","year":2014,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medical education; Scale (ratio); Residency training; Delphi method; Curriculum; Psychology; Medicine; Faculty development; Family medicine; Professional development; Pedagogy; Continuing education; Computer science","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":[0.01189596,0.0001778621,0.0002489095,0.001004048,0.0007425571,0.001255183,0.0006953719,0.0005675677,0.001099273],"category_scores_gemma":[0.04073426,0.0001923989,0.0004481114,0.000470457,0.0008098566,0.0007388411,0.001304644,0.0009055643,0.0002641676],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003928559,"about_ca_system_score_gemma":0.006691098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01709155,"about_ca_topic_score_gemma":0.02353561,"domain_scores_codex":[0.992291,0.002684737,0.0007822618,0.0003357157,0.002854175,0.001052056],"domain_scores_gemma":[0.9720515,0.00774161,0.005248342,0.0004996108,0.008273921,0.00618506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002029121,0.000394093,0.9409072,0.000114547,0.0000321568,0.0001790927,0.02101108,0.0007704205,0.001009961,0.0003293728,0.002663758,0.03238538],"study_design_scores_gemma":[0.00002523673,0.0007395998,0.9639052,0.00009549181,0.00001313928,0.0003229227,0.02892697,0.00188298,0.001302575,0.0001967008,0.002537964,0.00005125015],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995974,0.00008542837,0.0006723458,0.0007192644,0.00001658777,0.0001008441,0.0001312931,0.00001758551,0.002282561],"genre_scores_gemma":[0.9979097,0.00005477237,0.001350091,0.00008157496,0.000005325761,0.0001042232,0.0001491371,0.000003120602,0.0003418911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9960715,"threshold_uncertainty_score":0.06291258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09714590178550464,"score_gpt":0.4044165551560515,"score_spread":0.3072706533705468,"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."}}