{"id":"W1988746030","doi":"10.3747/co.v16i4.411","title":"Conservative Treatment of Invasive Bladder Cancer","year":2009,"lang":"en","type":"article","venue":"Current Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Massachusetts General Hospital","keywords":"Cystectomy; Medicine; Bladder cancer; Concomitant; Urology; Resection; Cancer; Oncology; Surgery; Internal medicine","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":[0.0001663962,0.0002694928,0.0004191018,0.0005242954,0.0006124743,0.0002506344,0.000364217,0.0003314072,0.003445703],"category_scores_gemma":[0.0005495803,0.00006447405,0.0004028038,0.0003818872,0.0003938405,0.000245442,0.0004541789,0.0007284657,0.0007906307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003640085,"about_ca_system_score_gemma":0.0005402893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005613605,"about_ca_topic_score_gemma":0.001315242,"domain_scores_codex":[0.9999003,0.00001961753,0.000006807924,0.00001491452,0.00003601611,0.00002230279],"domain_scores_gemma":[0.999892,0.00001987289,0.00002173387,0.00001283308,0.00001025522,0.00004338234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001182092,0.001115816,0.01515626,0.0020715,0.0001605047,0.00832961,0.0003829208,0.001070548,0.03395993,0.004015772,0.01979459,0.9127604],"study_design_scores_gemma":[0.000817103,0.01634282,0.2866861,0.002177334,0.0005459274,0.1417139,0.0007275572,0.003471655,0.04115931,0.0148011,0.4913853,0.0001718063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5624664,0.2640565,0.04676018,0.01159643,0.003429668,0.0004305788,0.0008658279,0.001224026,0.1091704],"genre_scores_gemma":[0.9141136,0.05328031,0.006801087,0.00376321,0.002053974,0.0002162655,0.0009912719,0.00007666529,0.01870366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003445703,"threshold_uncertainty_score":0.01152706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1825322818921252,"score_gpt":0.456462936718831,"score_spread":0.2739306548267058,"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."}}