{"id":"W4411997681","doi":"10.1016/s0016-5085(25)01721-4","title":"Sa1011: 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":"Gastroenterology","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001941398,0.0002669852,0.0002280753,0.0009628353,0.002847344,0.001229198,0.0011333,0.0007596807,0.005443729],"category_scores_gemma":[0.01065463,0.000304111,0.0005807005,0.00176027,0.0007056901,0.0004926261,0.001001491,0.0008770482,0.0005276436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01975066,"about_ca_system_score_gemma":0.03553374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9066828,"about_ca_topic_score_gemma":0.9690516,"domain_scores_codex":[0.997952,0.0003089496,0.0001241905,0.0001688802,0.0006950266,0.0007509234],"domain_scores_gemma":[0.9894782,0.001184343,0.002948124,0.0003059024,0.002992331,0.003091099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009027715,0.00005707762,0.9929428,0.00001520095,0.0000230687,0.00003655822,0.001490871,0.00003702247,0.0001295551,0.0001183673,0.002228386,0.00283085],"study_design_scores_gemma":[0.000008676138,0.00002521773,0.9953038,0.00002211409,0.00001013632,0.00002130225,0.002985374,0.0001173777,0.00002566978,0.00002912272,0.001447049,0.000004294197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915875,0.000155473,0.00007531507,0.002136962,0.00004143097,0.00004144698,0.001311128,0.000005219045,0.004645653],"genre_scores_gemma":[0.9956109,0.0001480287,0.0002208989,0.000714968,0.00003175966,0.00005144906,0.0006844361,0.000008681217,0.002528887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09331715,"threshold_uncertainty_score":0.1877334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08041449529654249,"score_gpt":0.3718332106343748,"score_spread":0.2914187153378323,"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."}}