{"id":"W2259569606","doi":"10.1097/mlr.0000000000000480","title":"A Comprehensive Assessment of Family Physician Gender and Quality of Care","year":2016,"lang":"en","type":"article","venue":"Medical Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Bruyère; Canadian Institutes of Health Research; Ministry of Health and Long Term Care","funders":"Canadian Institutes of Health Research; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Odds ratio; Confidence interval; Primary care; Family medicine; Emergency department; Relative risk; Cross-sectional study; Emergency medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000262315,0.0001129179,0.0005562498,0.00004755295,0.0001323667,7.531582e-7,0.0001464578,0.0002085869,0.0002079451],"category_scores_gemma":[0.0001318093,0.00006962725,0.00008148374,0.00007839216,0.0001709761,0.00004026787,0.0001865585,0.0002825422,0.000006183089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659318,"about_ca_system_score_gemma":0.001962452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004016797,"about_ca_topic_score_gemma":0.000162502,"domain_scores_codex":[0.9976603,0.0005353126,0.0006253755,0.0002017065,0.0006831484,0.0002941228],"domain_scores_gemma":[0.9976473,0.001005639,0.0002405512,0.0002852616,0.0005954499,0.0002257352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001280959,0.00007146412,0.8113897,0.01788805,0.0000906481,0.00001021405,0.02447832,1.076344e-7,0.003345374,0.01028439,0.01205937,0.1202542],"study_design_scores_gemma":[0.001646023,0.0001300579,0.9226633,0.0003330869,0.00001992327,1.139972e-7,0.04405358,8.515738e-7,0.00005937578,0.0001279549,0.03086782,0.00009794949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252824,0.006387188,0.0004997984,0.002510583,0.0006312453,0.0006099971,0.000338456,0.00004508501,0.06369521],"genre_scores_gemma":[0.9842764,0.000318874,0.0002641083,0.01487689,0.0001415013,0.0000302622,0.00002370593,0.00001175626,0.00005648279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201563,"threshold_uncertainty_score":0.3481306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1581750455362728,"score_gpt":0.5229640206963546,"score_spread":0.3647889751600818,"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."}}