{"id":"W2037946978","doi":"10.1002/chp.1340240408","title":"Educational interventions to improve practice of nonspecialty physicians who are identified in need by peer review","year":2004,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Innovations in Medical Education","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Physicians and Surgeons of Ontario; University of Toronto; York University; University of Calgary","funders":"","keywords":"Psychological intervention; Intervention (counseling); Medicine; Medical education; Family medicine; Nursing","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":[0.008732868,0.0003063917,0.0003067857,0.001913806,0.001017936,0.0006962963,0.0008595261,0.0007916685,0.009131818],"category_scores_gemma":[0.1015198,0.0001370702,0.0002184915,0.000520892,0.000537706,0.001056643,0.001378126,0.000515835,0.001168359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005114441,"about_ca_system_score_gemma":0.003835066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416781,"about_ca_topic_score_gemma":0.006116094,"domain_scores_codex":[0.990515,0.005004124,0.0006010925,0.0003059077,0.003139954,0.0004338807],"domain_scores_gemma":[0.9259811,0.03718059,0.01451312,0.002778226,0.0137756,0.005771339],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002558183,0.004407795,0.04014467,0.0008532759,0.00005747538,0.0002863122,0.002221286,0.0003361712,0.001760905,0.0005059095,0.02958027,0.9195901],"study_design_scores_gemma":[0.001995315,0.01249432,0.7040078,0.003074192,0.0004727861,0.002901593,0.008172713,0.006180733,0.01142166,0.004840665,0.244251,0.0001872349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8301812,0.009692471,0.02237103,0.04550234,0.002500098,0.007013263,0.0002551919,0.001927115,0.08055729],"genre_scores_gemma":[0.9500045,0.005138058,0.02573248,0.002264406,0.003167755,0.00114112,0.0002585018,0.00005119159,0.01224199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9912671,"threshold_uncertainty_score":0.04618436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157992548042582,"score_gpt":0.4759539837556597,"score_spread":0.4443740582752339,"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."}}