{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009160257,0.0001930277,0.0001533476,0.0007997348,0.001076853,0.0005049582,0.0004371675,0.0002661597,0.002201459],"category_scores_gemma":[0.003903969,0.0001610085,0.0004348493,0.001490345,0.0003741757,0.0003118573,0.0004847197,0.0002332299,0.000150382],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007203422,"about_ca_system_score_gemma":0.01059501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7825844,"about_ca_topic_score_gemma":0.8757337,"domain_scores_codex":[0.9992004,0.00008959147,0.00003960105,0.0001075556,0.0002519885,0.0003108662],"domain_scores_gemma":[0.9966074,0.0004445154,0.001632761,0.00008284919,0.0006313595,0.0006011383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001454169,0.00000822464,0.9984468,0.000007194686,0.000007192778,0.00001631608,0.0002426356,0.00001317743,0.00004600918,0.00001734674,0.00018375,0.0009967972],"study_design_scores_gemma":[0.000001335541,0.000009476193,0.999281,0.000005553569,0.000004482982,0.00001126139,0.0003902605,0.00007861065,0.0000129003,0.000009381946,0.0001948609,8.532022e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981391,0.0001136785,0.0000550464,0.0002455238,0.00000377202,0.00001372094,0.0006010866,0.00000207613,0.0008258622],"genre_scores_gemma":[0.9993557,0.00004715411,0.00006981898,0.0000446041,0.000004290587,0.00001089476,0.0002443773,7.757282e-7,0.0002223931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9927966,"threshold_uncertainty_score":0.4373921,"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."}}