{"id":"W2588809194","doi":"10.5489/cuaj.4345","title":"\"The prostate is the sun around which all satellites of urology orbit, except pediatric urology\"","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Urology; Medicine; Prostate; Pediatric urology; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00190782,0.0003697577,0.0002478174,0.0003939761,0.01102617,0.002839727,0.0007443471,0.002727436,0.006845907],"category_scores_gemma":[0.003599111,0.0002963739,0.0003485619,0.0007846626,0.01022193,0.002145944,0.003501618,0.008353266,0.001773228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004219782,"about_ca_system_score_gemma":0.03195132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3094103,"about_ca_topic_score_gemma":0.6268288,"domain_scores_codex":[0.997943,0.000407761,0.00006583618,0.0001523807,0.0009111316,0.0005199314],"domain_scores_gemma":[0.998144,0.0001628916,0.0001462467,0.00006448152,0.0007358756,0.0007465987],"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":[0.00001909052,0.00001293296,0.003014535,0.0001002527,0.000006685485,0.0001967731,0.01673987,0.00004534395,0.0003917949,0.06388713,0.884991,0.03059455],"study_design_scores_gemma":[0.000006750728,0.00001654029,0.006380608,0.0001504972,0.000009158471,0.0003629471,0.01648088,0.0000189402,0.0001600003,0.004858675,0.971529,0.00002604625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01586652,0.008505736,0.001669965,0.753198,0.03135693,0.00003860107,0.0003346592,0.0001819235,0.1888477],"genre_scores_gemma":[0.210016,0.01048224,0.002558768,0.5299309,0.005097121,0.00004638428,0.0002693711,0.0001601472,0.241439],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3094103,"threshold_uncertainty_score":0.6152188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254979725463123,"score_gpt":0.2614977657080533,"score_spread":0.2389479684534221,"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."}}