{"id":"W2409177147","doi":"10.1001/jamaoncol.2016.0149","title":"Radical Cystectomy and the Multidisciplinary Management of Muscle-Invasive Bladder Cancer","year":2016,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; MEDLINE; Neurology; Psychiatry","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":[0.0006416524,0.0001424243,0.0001665479,0.0004436319,0.0004766104,0.0004940807,0.0002799183,0.0004995143,0.006834142],"category_scores_gemma":[0.002500409,0.0001004317,0.000329603,0.0004445244,0.0004469793,0.0005884733,0.0006433651,0.001230718,0.0004360032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003837,"about_ca_system_score_gemma":0.001953682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003119135,"about_ca_topic_score_gemma":0.01447232,"domain_scores_codex":[0.9997209,0.0001068617,0.00001925104,0.00002689029,0.00006211617,0.00006391192],"domain_scores_gemma":[0.9990995,0.000250573,0.0001732777,0.00001778733,0.00004788855,0.0004109599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005477334,0.0005684554,0.0560762,0.001188429,0.0001448537,0.007229527,0.000713742,0.001209148,0.0009185642,0.003718009,0.1108597,0.8168256],"study_design_scores_gemma":[0.0003536068,0.0021952,0.6063183,0.004820317,0.0002051433,0.0827472,0.004629787,0.001515849,0.0009015275,0.01055202,0.2856015,0.0001594661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.219973,0.5301126,0.002275649,0.1376782,0.00375281,0.00009307865,0.0002568883,0.0002127801,0.1056449],"genre_scores_gemma":[0.8105068,0.1641529,0.001826558,0.008021713,0.005479664,0.00005710959,0.0001794828,0.00002535119,0.009750328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006834142,"threshold_uncertainty_score":0.02286249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978755049633438,"score_gpt":0.3232224669575325,"score_spread":0.3034349164611981,"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."}}