{"id":"W2591424448","doi":"10.5489/cuaj.4409","title":"Finding treatment success in patients unfit for radical cystectomy","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Cystectomy; Medicine; General surgery; Surgery; Bladder cancer; Internal medicine; Cancer","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":[0.001983158,0.0001647572,0.0004377071,0.0009001065,0.001972377,0.001413219,0.0004499873,0.0009737232,0.005154163],"category_scores_gemma":[0.01984816,0.000141319,0.0003836263,0.0005621082,0.001445218,0.001554159,0.001088179,0.00166538,0.0005039109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008969428,"about_ca_system_score_gemma":0.001214355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00306671,"about_ca_topic_score_gemma":0.009360779,"domain_scores_codex":[0.9984152,0.0005473049,0.0001135976,0.0001051862,0.0003926607,0.0004261247],"domain_scores_gemma":[0.9925727,0.002091537,0.002539119,0.0003222201,0.0005847753,0.001889695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001005212,0.0003700948,0.8092961,0.0003470395,0.0001819867,0.003807104,0.0034335,0.0003668318,0.00160031,0.002797862,0.01455674,0.1622373],"study_design_scores_gemma":[0.00009777451,0.001896898,0.9174606,0.001208602,0.0003740967,0.01673139,0.01407065,0.0009267763,0.00246772,0.009772898,0.03481911,0.0001735093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9149726,0.01102157,0.0007175331,0.03400009,0.0007105153,0.00008664156,0.000205955,0.00004179759,0.03824321],"genre_scores_gemma":[0.9951618,0.001392337,0.0003146051,0.001729595,0.0002406734,0.0000129011,0.00006812058,0.00001088674,0.00106913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005154163,"threshold_uncertainty_score":0.01724237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583794400031852,"score_gpt":0.2885623139222169,"score_spread":0.2627243699218984,"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."}}