{"id":"W2984039058","doi":"10.5489/cuaj.6117","title":"Gender disparity within academic Canadian urology","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Urology; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002870838,0.0003291401,0.0005420297,0.007805107,0.003488316,0.002446372,0.001039537,0.0004499077,0.01214292],"category_scores_gemma":[0.01145413,0.0001568205,0.0004374493,0.01466067,0.001117111,0.0007529455,0.001144643,0.0004072055,0.0006037554],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01979173,"about_ca_system_score_gemma":0.04039301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9029261,"about_ca_topic_score_gemma":0.9191509,"domain_scores_codex":[0.9946942,0.0003116256,0.0002475995,0.0005738969,0.003138792,0.001033919],"domain_scores_gemma":[0.9897523,0.001183856,0.002179169,0.0002542906,0.004353514,0.002276925],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002501181,0.00003024633,0.8400999,0.001207527,0.0001905864,0.0006635999,0.008636723,0.0001682846,0.0007699057,0.006496164,0.0257494,0.1157375],"study_design_scores_gemma":[0.000006222693,0.00002457218,0.9697019,0.0003568885,0.00005016436,0.0005062735,0.003730328,0.0001310587,0.0001741033,0.0004881608,0.02480462,0.00002560674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8164783,0.06358839,0.0007444586,0.01842078,0.0007563282,0.0001230987,0.0181821,0.000126401,0.0815801],"genre_scores_gemma":[0.9849311,0.009746763,0.0002479119,0.0005909523,0.0001763566,0.00001858458,0.001391074,0.00002049806,0.002876694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9971291,"threshold_uncertainty_score":0.1952912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265058968945124,"score_gpt":0.2543786142514212,"score_spread":0.2278727173569088,"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."}}