{"id":"W2057282805","doi":"10.1016/s1538-4721(02)00055-7","title":"The utility of transition zone index in predicting acute urinary morbidity after 125I prostate brachytherapy","year":2002,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Urinary retention; Prostate brachytherapy; Prostate; Urology; Prostate cancer; International Prostate Symptom Score; Univariate analysis; Prospective cohort study; Urinary system; Lower urinary tract symptoms; Surgery; Internal medicine; Radiation therapy; Cancer; Multivariate analysis","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":[0.0009268236,0.0003529243,0.0004481853,0.001001629,0.0002454862,0.0008506496,0.0003763541,0.0004393761,0.0005309863],"category_scores_gemma":[0.006570979,0.0001827269,0.0004903568,0.0006339345,0.0004121719,0.0005307227,0.0003300951,0.0008034348,0.0001346351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003576717,"about_ca_system_score_gemma":0.0004253531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002675163,"about_ca_topic_score_gemma":0.002323797,"domain_scores_codex":[0.9996212,0.0001652699,0.00004006096,0.00003580342,0.00008147472,0.00005622932],"domain_scores_gemma":[0.9966607,0.001943021,0.000578296,0.0001274877,0.0002655233,0.0004249931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003277649,0.00009830499,0.9854662,0.0000204357,0.00008477063,0.00009884685,0.00006606484,0.0004147875,0.0009855164,0.00006189473,0.00008801957,0.009337514],"study_design_scores_gemma":[0.00005493993,0.001322889,0.9921308,0.00001126465,0.0001415559,0.0005231503,0.0001026223,0.004427103,0.0009198466,0.0001596254,0.0001896988,0.00001642502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968879,0.001482116,0.0006168134,0.00006607841,0.00001900948,0.00001297256,0.00008471165,0.00001550417,0.0008149337],"genre_scores_gemma":[0.999487,0.0001312108,0.0002331666,0.00001283361,0.00001331885,0.000003567961,0.00005145796,0.000002268458,0.00006509735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002675163,"threshold_uncertainty_score":0.005319238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796202281120279,"score_gpt":0.2674375209406328,"score_spread":0.24947549812943,"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."}}