{"id":"W4281983832","doi":"10.5489/cuaj.7919","title":"Podium Session 1: BPH, GU Trauma and Reconstruction, Neurogenic Bladder, Urinary Incontinence and Voiding Dysfunction, Pediatrics","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Urinary incontinence; Session (web analytics); Urology; Urinary system; Urinary bladder; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007601543,0.001053663,0.0009424938,0.0008980142,0.001943274,0.001727455,0.0008289223,0.002208042,0.276606],"category_scores_gemma":[0.002219072,0.0003633667,0.0007820335,0.0003953486,0.0003214274,0.001086641,0.003138334,0.002886346,0.04752014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385323,"about_ca_system_score_gemma":0.002333278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001896734,"about_ca_topic_score_gemma":0.009892761,"domain_scores_codex":[0.9995531,0.00008339249,0.00003520146,0.00007588643,0.00009880802,0.0001536656],"domain_scores_gemma":[0.9979807,0.0001119432,0.00009161355,0.00003744347,0.0003311291,0.001447306],"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":[0.0001271485,0.0002781872,0.002958865,0.0007372273,0.00001240807,0.0007395522,0.0001371187,0.00005970385,0.000337709,0.0002379402,0.9255365,0.06883762],"study_design_scores_gemma":[0.00009954844,0.0003903449,0.02847631,0.001140181,0.00002285621,0.003713666,0.0004841576,0.0001385333,0.0002835414,0.0008191595,0.9644087,0.00002304405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04001924,0.03304764,0.003708454,0.1390774,0.1632527,0.005706853,0.01247227,0.002544519,0.600171],"genre_scores_gemma":[0.1184517,0.05096307,0.006511888,0.03540998,0.08320668,0.003277875,0.009669019,0.0006051346,0.6919046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.276606,"threshold_uncertainty_score":0.9253392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511495236107771,"score_gpt":0.2383334369873514,"score_spread":0.2232184846262737,"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."}}