{"id":"W2985585348","doi":"10.5489/cuaj.5945","title":"Outcomes of trimodality bladder-sparing therapy for muscle-invasive bladder cancer","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Medicine; Bladder cancer; Cystectomy; Radiation therapy; Hazard ratio; Retrospective cohort study; Chemotherapy; Urology; Surgery; Cohort; Proportional hazards model; Cancer; Oncology; Internal medicine; Confidence interval","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":[0.0007075122,0.0001323248,0.0003140659,0.0003834646,0.0002233876,0.0004333908,0.0002026122,0.0001565853,0.0009977592],"category_scores_gemma":[0.002210553,0.0000591652,0.0004141949,0.0005680748,0.0002372744,0.0003491667,0.0004273771,0.0002341831,0.00009995052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000506853,"about_ca_system_score_gemma":0.0003712746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007529358,"about_ca_topic_score_gemma":0.001411824,"domain_scores_codex":[0.9996343,0.00009014678,0.00004417451,0.00007783568,0.00008863178,0.00006484477],"domain_scores_gemma":[0.9979923,0.0002509598,0.001345419,0.00006778017,0.000100923,0.000242738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008452053,0.00007028884,0.9747767,0.0001077981,0.0001939618,0.0001957662,0.00007933051,0.0005288149,0.0005789839,0.00004445309,0.0002145798,0.02236405],"study_design_scores_gemma":[0.00002541002,0.000783635,0.9965168,0.0000368077,0.0001375211,0.001212206,0.00008325795,0.000438163,0.0002868916,0.00008473659,0.000389089,0.000005425648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972652,0.00168804,0.0001766254,0.00007029334,0.000006168627,0.000009886096,0.0002773448,0.000005361247,0.0005010231],"genre_scores_gemma":[0.9993244,0.0002348949,0.00004464092,0.00001989217,0.000009693402,0.000004906309,0.0003186257,0.000001163313,0.0000418641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009977592,"threshold_uncertainty_score":0.003741682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726846544632961,"score_gpt":0.2890874516850293,"score_spread":0.2618189862386996,"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."}}