{"id":"W3179806468","doi":"10.1016/j.ophtha.2021.06.015","title":"Pay Gap among Female and Male Ophthalmologists Compared with Other Specialties","year":2021,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network; Public Health Ontario; University of Toronto","funders":"University of Toronto; Canadian Institutes of Health Research; Government of Ontario","keywords":"Medicine; Optometry; Ophthalmology; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004036664,0.0001552496,0.0003682621,0.001133651,0.0006803277,0.00115555,0.0003770065,0.0008292229,0.01130417],"category_scores_gemma":[0.003230945,0.000149007,0.0005260647,0.0008406249,0.0002232582,0.000748682,0.00109877,0.0008423172,0.000948282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006903381,"about_ca_system_score_gemma":0.000947656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213666,"about_ca_topic_score_gemma":0.01667865,"domain_scores_codex":[0.9993056,0.00005998461,0.00004328311,0.00009753543,0.0001058343,0.0003878096],"domain_scores_gemma":[0.9975957,0.0003799033,0.0006502101,0.00005023473,0.0002406443,0.001083101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003922666,0.0001760674,0.9880726,0.00002203141,0.00003934406,0.0002069037,0.000969892,0.00003685072,0.0003570623,0.0004243833,0.001263539,0.008039035],"study_design_scores_gemma":[0.0000116208,0.00008691516,0.995135,0.00001761535,0.00001404433,0.0001973539,0.003588295,0.0001070073,0.00004917079,0.0001723356,0.0006163551,0.000004225865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964685,0.0003300251,0.00002743988,0.0008265458,0.00003672031,0.000003033322,0.0002899712,0.000002525152,0.002015281],"genre_scores_gemma":[0.9983225,0.00007885406,0.000013515,0.0001801182,0.0000303193,0.000003215529,0.0001683562,0.000002419254,0.001200672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213666,"threshold_uncertainty_score":0.03781623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06365477872976033,"score_gpt":0.3164822254509487,"score_spread":0.2528274467211884,"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."}}