{"id":"W2509849290","doi":"10.1080/14739879.2016.1218301","title":"Achieving competencies in family medicine through continuing professional development","year":2016,"lang":"en","type":"article","venue":"Education for Primary Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; College of Family Physicians of Canada","funders":"","keywords":"Generalist and specialist species; Continuing education; Medical education; Low and middle income countries; Professional development; Medicine; Term (time); Continuing professional development; Health professionals; Nursing; Psychology; Family medicine; Health care; Developing country; Political science; Biology","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":[0.007650158,0.0002444399,0.00024837,0.001290447,0.001369759,0.001801033,0.0008443841,0.001078753,0.01813632],"category_scores_gemma":[0.01887069,0.0001369388,0.0002829889,0.0007254899,0.0009808484,0.001236587,0.003695094,0.001717183,0.004368148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001517788,"about_ca_system_score_gemma":0.02086383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006576939,"about_ca_topic_score_gemma":0.01600757,"domain_scores_codex":[0.9975291,0.0008849411,0.0001386983,0.0001433144,0.0008855726,0.000418506],"domain_scores_gemma":[0.983878,0.004227383,0.001309956,0.00104458,0.002974019,0.006565939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002765857,0.0007015727,0.01521136,0.0008039264,0.00001322689,0.0002375291,0.007126488,0.0004244408,0.001510476,0.01673502,0.1450461,0.8121621],"study_design_scores_gemma":[0.00009232474,0.0005393892,0.08117998,0.002605725,0.00001464796,0.002286701,0.004788151,0.0008614017,0.002224839,0.02626097,0.8790907,0.00005526269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1323173,0.01886679,0.0698547,0.2274595,0.003678579,0.002549262,0.001335519,0.001336931,0.5426013],"genre_scores_gemma":[0.5464035,0.02448565,0.2939269,0.03741264,0.002200265,0.001748602,0.001264082,0.0001650426,0.0923933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01813632,"threshold_uncertainty_score":0.06067204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06482998208010832,"score_gpt":0.4262535758083674,"score_spread":0.3614235937282591,"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."}}