{"id":"W2912754254","doi":"10.1016/j.clgc.2019.01.009","title":"Contemporary Survival Rates for Muscle-Invasive Bladder Cancer Treated With Definitive or Non-Definitive Therapy","year":2019,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Brigham Research Institute","keywords":"Medicine; Bladder cancer; Cancer therapy; Cancer; Oncology; Internal medicine","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":[0.0009231156,0.0001505516,0.0004280697,0.0009898212,0.0002612274,0.0009590773,0.000466375,0.000569793,0.00348728],"category_scores_gemma":[0.003812465,0.0001120979,0.0012675,0.00178386,0.0004569403,0.0006387192,0.0005663502,0.0007110335,0.0004146915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203033,"about_ca_system_score_gemma":0.000570079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004235386,"about_ca_topic_score_gemma":0.007650242,"domain_scores_codex":[0.999567,0.00007038211,0.00005482327,0.0001148268,0.00008133428,0.0001115651],"domain_scores_gemma":[0.9977146,0.0006918626,0.0008745053,0.0001689067,0.0002670995,0.000282923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004909157,0.0001052187,0.824421,0.0006952759,0.001172284,0.0002343368,0.0008397853,0.004522704,0.001194937,0.00247402,0.008835548,0.1505957],"study_design_scores_gemma":[0.00005594144,0.0005064206,0.9886619,0.0001400748,0.0004951509,0.0006852255,0.0003364351,0.0007494121,0.0002435219,0.0006496484,0.007454929,0.00002117249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274688,0.04054142,0.001988268,0.002186584,0.0002503466,0.00003017783,0.0100563,0.0001245022,0.01735351],"genre_scores_gemma":[0.9901156,0.004033546,0.000175227,0.000190093,0.0001444,0.00001722148,0.004562578,0.00001761576,0.000743783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004235386,"threshold_uncertainty_score":0.01166612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357726139639858,"score_gpt":0.4188765261547862,"score_spread":0.2831039121908004,"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."}}