{"id":"W2325730757","doi":"10.1097/acm.0000000000000243","title":"The Relationship Between Physician Participation in Continuing Professional Development Programs and Physician In-Practice Peer Assessments","year":2014,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; Centre for Advancing Health Outcomes; College of Family Physicians of Canada; NOSM University","funders":"","keywords":"Specialty; Family medicine; Medicine; Continuing medical education; Logistic regression; Certification; Multivariate analysis; Odds ratio; Graduate medical education; Odds; MEDLINE; Medical education; Continuing education; Accreditation; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003533853,0.0001935211,0.0002025736,0.0007790434,0.0003518125,0.0005745498,0.0004766242,0.0004177853,0.001807532],"category_scores_gemma":[0.05472782,0.0001050278,0.0001753918,0.0005665274,0.0004154615,0.0004100273,0.0005868758,0.0007562519,0.0001822893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005793132,"about_ca_system_score_gemma":0.001391569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031759,"about_ca_topic_score_gemma":0.008460443,"domain_scores_codex":[0.9957666,0.001799149,0.0002747811,0.0003079839,0.001521638,0.000329725],"domain_scores_gemma":[0.9348312,0.02534987,0.02343447,0.001097611,0.007776068,0.007510683],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004327684,0.0001011687,0.9948688,0.00001531986,0.00002181609,0.00002574327,0.000177177,0.00004293702,0.00004411209,0.0000104591,0.0001077331,0.004541507],"study_design_scores_gemma":[0.000004019089,0.0001551934,0.9988651,0.00001406893,0.00001038744,0.0001398297,0.0002788624,0.0002755086,0.00004916142,0.00001348302,0.0001922944,0.000002088433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980405,0.0003568156,0.0001842073,0.000362252,0.000008753358,0.00001480032,0.00004778317,0.000005468895,0.0009794134],"genre_scores_gemma":[0.9995771,0.00008997432,0.0001065172,0.00001854987,0.00001704521,0.000006520739,0.00004293505,0.000001173778,0.0001402448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9964662,"threshold_uncertainty_score":0.02051508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07240809293804026,"score_gpt":0.4657097549147968,"score_spread":0.3933016619767565,"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."}}