{"id":"W3021314346","doi":"10.1007/s00345-020-03205-z","title":"The impact of treatment modality on survival in patients with clinical node-positive bladder cancer: results from a multicenter collaboration","year":2020,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Nephrology; Multicenter study; Bladder cancer; Oncology; Internal medicine; Cancer; Overall survival; Randomized controlled trial","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":[0.008888196,0.0006317589,0.001302868,0.001040025,0.001001738,0.00190181,0.001076363,0.0009324871,0.0008068176],"category_scores_gemma":[0.01307236,0.0003506774,0.002517262,0.002910506,0.0007820275,0.0013852,0.002209922,0.0009049261,0.0001816443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779514,"about_ca_system_score_gemma":0.002764172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009328494,"about_ca_topic_score_gemma":0.01776302,"domain_scores_codex":[0.9916974,0.005346801,0.0006552991,0.0009471793,0.0007412549,0.0006120228],"domain_scores_gemma":[0.987324,0.00364056,0.005145098,0.0009346194,0.001365847,0.001589888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01434498,0.0008696643,0.9646407,0.0002175912,0.004917174,0.00006965906,0.001034595,0.0004241147,0.0006747525,0.0000811834,0.001468552,0.01125704],"study_design_scores_gemma":[0.002469524,0.002891604,0.9867857,0.0001429084,0.003598891,0.0001516069,0.001890052,0.000352734,0.0003325174,0.00008650782,0.001244697,0.00005325868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965088,0.001269149,0.00009810217,0.0002807051,0.00002383374,0.00006711304,0.001287515,0.000004343812,0.0004604714],"genre_scores_gemma":[0.9966724,0.0006392336,0.0002158,0.0001982864,0.00005385881,0.0001042525,0.002001643,0.00001160569,0.0001029581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009328494,"threshold_uncertainty_score":0.04700583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916876758662252,"score_gpt":0.3485556264567656,"score_spread":0.3193868588701431,"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."}}