{"id":"W2338826649","doi":"10.36834/cmej.36671","title":"Family physicians’ continuing professional development activities: current practices and potential for new options","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"University of Ottawa","keywords":"Continuing professional development; Medical education; Professional development; Continuing education; Continuing medical education; Perception; Family medicine; Medicine; Psychology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003282546,0.000090386,0.0000999367,0.0006795877,0.0009366142,0.0009055634,0.0006229886,0.0008529985,0.002911946],"category_scores_gemma":[0.0148062,0.00009941043,0.0001221478,0.0007993082,0.0009613169,0.000891799,0.000496442,0.0003933974,0.0001605689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00333882,"about_ca_system_score_gemma":0.006174475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06696682,"about_ca_topic_score_gemma":0.1312049,"domain_scores_codex":[0.9978345,0.0005789163,0.0001508873,0.0001591273,0.0009963399,0.000280286],"domain_scores_gemma":[0.9874104,0.003877703,0.002713134,0.0002709479,0.002007288,0.003720483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002073131,0.0002403452,0.5030493,0.0007423827,0.00002601788,0.0009796359,0.01321514,0.0001614681,0.001065599,0.0006160273,0.006458289,0.4732386],"study_design_scores_gemma":[0.00004982428,0.0005031062,0.9290454,0.001094317,0.00002628953,0.003803551,0.01877856,0.0004865639,0.0004070255,0.0005201896,0.04525775,0.00002740455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204195,0.03070856,0.0006134833,0.0359173,0.00007878606,0.00004632328,0.0001309173,0.00003067311,0.01205447],"genre_scores_gemma":[0.9918331,0.005667202,0.001083081,0.0006383526,0.00004228831,0.00001223349,0.00004773821,0.000002397338,0.0006736286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06696682,"threshold_uncertainty_score":0.1331541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213355108010687,"score_gpt":0.3680673307581372,"score_spread":0.3459337796780304,"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."}}