{"id":"W4200537709","doi":"10.3390/curroncol28060428","title":"Management of Localized Muscle-Invasive Bladder Cancer from a Multidisciplinary Perspective: Current Position of the Spanish Oncology Genitourinary (SOGUG) Working Group","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bladder cancer; Cystectomy; Genitourinary system; Oncology; Internal medicine; Prostatectomy; Pathological; Cancer; Intensive care medicine; Prostate cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00192422,0.000660399,0.001024291,0.001856161,0.0003464993,0.001166987,0.001029681,0.001305459,0.002013399],"category_scores_gemma":[0.00222787,0.0001610033,0.0007266309,0.001791791,0.0004933813,0.001276335,0.0009204408,0.001594272,0.0006965519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172054,"about_ca_system_score_gemma":0.00349973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002677622,"about_ca_topic_score_gemma":0.004645028,"domain_scores_codex":[0.9994288,0.000191798,0.00009988301,0.00006646743,0.0001547519,0.00005824225],"domain_scores_gemma":[0.9989942,0.0004128539,0.0001305569,0.00002050396,0.0003572257,0.0000846699],"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":[0.00005873193,0.0000360418,0.0004325406,0.02134486,0.0001128789,0.0001677205,0.0001569624,0.0003153329,0.0003705793,0.002417027,0.04045761,0.9341297],"study_design_scores_gemma":[0.00004214004,0.0001171716,0.003216297,0.03284815,0.0002559888,0.001825218,0.0003595981,0.0001477284,0.0002014479,0.002199695,0.9587578,0.00002878932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001302331,0.9970803,0.0001048533,0.001552854,0.000455651,0.000005703554,0.00001303371,0.000003804847,0.0006536096],"genre_scores_gemma":[0.001169582,0.9969887,0.0003328468,0.0007617922,0.0004432824,0.00001305213,0.00004068818,0.000002068785,0.0002479994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002677622,"threshold_uncertainty_score":0.01017636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455818073219708,"score_gpt":0.4624579660321555,"score_spread":0.3168761587101847,"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."}}