{"id":"W4214657270","doi":"10.1016/j.urology.2021.03.059","title":"EDITORIAL COMMENT","year":2022,"lang":"es","type":"editorial","venue":"Urology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Workforce; Period (music); Family medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01541047,0.00313426,0.004638783,0.004150751,0.007248679,0.01254368,0.005801014,0.05771776,0.04930453],"category_scores_gemma":[0.102495,0.001792051,0.004610047,0.002208255,0.003799677,0.004492949,0.003860684,0.03494547,0.03653696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007395106,"about_ca_system_score_gemma":0.01010855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005860202,"about_ca_topic_score_gemma":0.01283244,"domain_scores_codex":[0.9850385,0.002740901,0.001547781,0.001903118,0.006957702,0.001811995],"domain_scores_gemma":[0.9509896,0.01604461,0.004095143,0.001959252,0.02003099,0.006880393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001299349,0.000002982396,0.00002217323,0.00004606408,0.000008272819,0.00008814239,0.00001221044,0.00000555227,0.00001071342,0.0001118811,0.9988911,0.0007879294],"study_design_scores_gemma":[0.0001589301,0.00001842226,0.0003265318,0.0005437694,0.00007643327,0.0002449165,0.0001025868,0.0001068381,0.0000880916,0.001155995,0.9971414,0.0000360394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005644471,0.001252165,0.00006998406,0.2518182,0.7432196,0.00004082886,0.0001389245,0.00007449154,0.003329367],"genre_scores_gemma":[0.0008384322,0.001138899,0.0001285182,0.3290578,0.6522234,0.0001118323,0.00009561432,0.00008566007,0.01631973],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05771776,"threshold_uncertainty_score":0.1649401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164029798788586,"score_gpt":0.2837222485003656,"score_spread":0.2720819505124797,"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."}}