{"id":"W4288701756","doi":"10.1186/s12909-022-03661-8","title":"Rivalries for attention: insights from a realist evaluation of a postgraduate competency-based medical education implementation in Canada","year":2022,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Context (archaeology); Medical education; Adaptation (eye); Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03293236,0.0005619539,0.0007227985,0.001834269,0.01446187,0.005666935,0.003522178,0.001677552,0.001720569],"category_scores_gemma":[0.06092974,0.0007192934,0.0005778716,0.003054349,0.006603937,0.002082852,0.006056922,0.003128035,0.0001616882],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1648575,"about_ca_system_score_gemma":0.2049051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8823363,"about_ca_topic_score_gemma":0.9564019,"domain_scores_codex":[0.9579324,0.02015874,0.001456061,0.00173394,0.01098148,0.007737334],"domain_scores_gemma":[0.9334424,0.02155985,0.004547235,0.00171911,0.02836568,0.01036575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001271872,0.004199431,0.09817041,0.001568415,0.000209197,0.002169691,0.7348483,0.002365146,0.003646706,0.004186637,0.009635526,0.1377287],"study_design_scores_gemma":[0.0003438949,0.004152124,0.2197759,0.001083896,0.0001772772,0.0001684917,0.7275442,0.003462419,0.002987316,0.000880244,0.03918695,0.0002372778],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883206,0.0002446009,0.0007562115,0.002828681,0.00003615093,0.0009988429,0.0001938244,0.00003246404,0.006588551],"genre_scores_gemma":[0.9949773,0.0002368037,0.001768309,0.0008058888,0.00001315244,0.0004591321,0.0001119465,0.00002170718,0.0016057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648575,"threshold_uncertainty_score":0.9686469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297833360574359,"score_gpt":0.3939645459508249,"score_spread":0.3609862123450813,"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."}}