{"id":"W4205485694","doi":"10.1016/j.urology.2020.10.063","title":"EDITORIAL COMMENT","year":2021,"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; Urology; Medical education; Gynecology","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":[0.01587524,0.003155599,0.004726146,0.004251586,0.007367408,0.01288055,0.005763153,0.05689341,0.05270173],"category_scores_gemma":[0.1050549,0.001787344,0.004588625,0.002226382,0.003762247,0.004622014,0.003943047,0.0344642,0.0387979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007661937,"about_ca_system_score_gemma":0.01066506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005939501,"about_ca_topic_score_gemma":0.01299932,"domain_scores_codex":[0.9847654,0.00285912,0.00159855,0.001908751,0.00701083,0.001857313],"domain_scores_gemma":[0.9493669,0.01688517,0.004268948,0.001901172,0.02032491,0.007252876],"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":[0.00001309356,0.00000285189,0.00002190046,0.00004718591,0.00000765514,0.00008250144,0.00001215829,0.000005457271,0.00000973765,0.0001143068,0.9988668,0.0008164202],"study_design_scores_gemma":[0.0001562524,0.0000189097,0.0003195624,0.0005880586,0.000073143,0.0002366642,0.0001067771,0.0001098422,0.00008292766,0.001217888,0.9970529,0.00003698423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005346482,0.001246043,0.00006729869,0.2589083,0.7362241,0.00003952669,0.0001440358,0.0000727673,0.003244583],"genre_scores_gemma":[0.0008174414,0.001190277,0.0001267162,0.3320405,0.6487048,0.0001144885,0.0001021669,0.00008459663,0.01681902],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05689341,"threshold_uncertainty_score":0.1763048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156783404493806,"score_gpt":0.2883659842262723,"score_spread":0.2767981501813342,"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."}}