{"id":"W3212319992","doi":"10.1089/vid.2021.0040","title":"Robot-Assisted Laparoscopic Partial Cystectomy for Bladder Paraganglioma","year":2021,"lang":"en","type":"article","venue":"Videourology","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Paraganglioma; Medicine; Cystectomy; Cystoscopy; Urination; Surgery; Urology; Normetanephrine; Urinary system; Radiology; Bladder cancer; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001305487,0.000187513,0.0004856649,0.00009985641,0.000105389,0.00001504028,0.00008659808,0.0001983991,0.000883376],"category_scores_gemma":[0.0002865637,0.0001624327,0.000193364,0.0003010152,0.00009963738,0.00003911511,0.00005286596,0.0001972442,0.0001806603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002490172,"about_ca_system_score_gemma":0.0002484242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001422779,"about_ca_topic_score_gemma":0.00003780188,"domain_scores_codex":[0.99852,0.00009169025,0.0003309493,0.0004257015,0.0001488676,0.0004828378],"domain_scores_gemma":[0.9989541,0.0002133109,0.00009051468,0.0003646367,0.0001811917,0.0001963029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.02200433,0.00653381,0.0511972,0.00234925,0.006108001,0.3884103,0.003073518,0.001419415,0.2010117,0.04035784,0.1852114,0.09232324],"study_design_scores_gemma":[0.03177282,0.004381294,0.3145998,0.0001677856,0.001650181,0.1359134,0.0002610725,0.002666181,0.2828398,0.003574704,0.2209852,0.001187809],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825221,0.0009975811,0.004038557,0.008821853,0.0008090017,0.0004457362,0.00002197868,0.0001609775,0.002182222],"genre_scores_gemma":[0.9904001,0.000003631224,0.001578996,0.003744839,0.0006193976,0.0001099947,0.0001052459,0.00003419772,0.003403628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2634026,"threshold_uncertainty_score":0.9672347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790088655980083,"score_gpt":0.3038242191305123,"score_spread":0.2759233325707114,"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."}}