{"id":"W2173898785","doi":"","title":"Learning to change: coming updates to the CFPC Mainpro® program.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Continuing education; Lifelong learning; Computer science; Medical education; Continuing professional development; Data science; Professional development; Medicine; Pedagogy; 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":[0.006274944,0.0005919095,0.000477745,0.002319167,0.001777882,0.002324729,0.002533559,0.003057787,0.07531983],"category_scores_gemma":[0.02849754,0.0003021836,0.0006261219,0.001620321,0.0007404662,0.003137117,0.0043275,0.004159122,0.01788233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004393957,"about_ca_system_score_gemma":0.03064809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0601324,"about_ca_topic_score_gemma":0.2194169,"domain_scores_codex":[0.9970905,0.0004720482,0.000166469,0.0001446254,0.001627506,0.0004989042],"domain_scores_gemma":[0.9634768,0.003599092,0.001232678,0.001028618,0.009622525,0.02104045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002131042,0.0001192478,0.0006653946,0.00008331679,0.000002217763,0.00005363686,0.0001259816,0.00001798773,0.00004328853,0.000212933,0.7709389,0.2277158],"study_design_scores_gemma":[0.00005765498,0.00009058705,0.00997085,0.0006052545,0.000008948767,0.0001983638,0.000317912,0.000103664,0.0001251521,0.0006629399,0.987839,0.00001971714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01059701,0.0140405,0.007354961,0.5794676,0.0350498,0.002082162,0.007722812,0.008003613,0.3356815],"genre_scores_gemma":[0.0697452,0.03376887,0.0681752,0.21342,0.02699947,0.00415355,0.02348617,0.002604178,0.5576473],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07531983,"threshold_uncertainty_score":0.2519699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09292365996756059,"score_gpt":0.3984173467643042,"score_spread":0.3054936867967436,"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."}}