{"id":"W4407285108","doi":"10.1093/jcag/gwae059.107","title":"A107 EXAMINING FACTORS CONTRIBUTING TO GENDER PAY DIFFERENCES AMONG ONTARIO PHYSICIANS IN PROCEDURAL SUBSPECIALTIES OF INTERNAL MEDICINE, INCLUDING GASTROENTEROLOGY","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Medical Association; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003587522,0.0001591053,0.0007087493,0.0009615315,0.0003389434,0.00001098302,0.0005858126,0.0001736798,0.0001540249],"category_scores_gemma":[0.004199948,0.0001138101,0.0001059916,0.0002707974,0.0001613867,0.0002001067,0.0001733609,0.001335851,0.000001367902],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005751264,"about_ca_system_score_gemma":0.001945105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2364152,"about_ca_topic_score_gemma":0.972891,"domain_scores_codex":[0.9955844,0.001517557,0.001409931,0.0001642,0.0004704549,0.0008535015],"domain_scores_gemma":[0.9955363,0.0007160581,0.002524339,0.0001569644,0.0008827037,0.0001836569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003345296,0.00004876097,0.9814116,0.00004629811,0.0001861315,0.000002283552,0.01602513,0.00003062725,0.0002199042,0.00004966479,0.001591492,0.00005359596],"study_design_scores_gemma":[0.001382683,0.00038619,0.9841531,0.0004543451,0.00005517497,0.00000412177,0.01309389,0.00001439701,0.00002872019,0.0001618033,0.0002268736,0.0000387273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854969,0.000007660015,0.00007852989,0.01099603,0.002227967,0.000353772,0.00002058622,0.000002923252,0.0008155738],"genre_scores_gemma":[0.9963025,0.000005093703,0.00003387064,0.002366961,0.0001842472,0.000008334466,0.000003364432,0.00001068989,0.001084881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7364758,"threshold_uncertainty_score":0.9980655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06019820150456203,"score_gpt":0.3849449414996801,"score_spread":0.3247467399951181,"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."}}