{"id":"W4399358775","doi":"10.5489/cuaj.8824","title":"Podium Session 5: Urology Practice, Education, Research","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Context (archaeology); Session (web analytics); Original research; Urology; Clinical Practice; Family medicine; Medical education; Internal medicine; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01169537,0.0007572334,0.001300395,0.001939403,0.003031127,0.004348875,0.001948363,0.003176298,0.2671618],"category_scores_gemma":[0.01775022,0.0006903855,0.000899365,0.001110575,0.0009373748,0.002251799,0.008233496,0.003706904,0.07019825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003616599,"about_ca_system_score_gemma":0.01751461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878313,"about_ca_topic_score_gemma":0.01035732,"domain_scores_codex":[0.9930387,0.002363634,0.000695822,0.0007407329,0.001777121,0.001384042],"domain_scores_gemma":[0.9607906,0.002444107,0.00227219,0.001421264,0.007887577,0.02518426],"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":[0.0001380113,0.0002572894,0.002397727,0.001157042,0.00001420616,0.0001263333,0.0002149143,0.00004249773,0.0003249469,0.0006020552,0.9324521,0.06227278],"study_design_scores_gemma":[0.0001607841,0.0003741463,0.04486579,0.00252003,0.00001834324,0.0006601622,0.0009289289,0.0001354033,0.0003445831,0.002202991,0.9477394,0.00004949588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02914195,0.02487948,0.009239756,0.3372864,0.1287493,0.01043436,0.01810304,0.003733377,0.4384322],"genre_scores_gemma":[0.1481373,0.03139915,0.02198482,0.1050938,0.07583462,0.01377563,0.0152706,0.001122798,0.5873813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2671618,"threshold_uncertainty_score":0.8937451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0693811798835829,"score_gpt":0.4186800592860738,"score_spread":0.3492988794024909,"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."}}