{"id":"W3181232351","doi":"10.1097/ju.0000000000001977.11","title":"PD09-11 POTENTIAL ROLE OF MICRO-ULTRASOUND IN THE DIFFERENTIATION BETWEEN MUSCLE-INVASIVE AND NON-MUSCLE INVASIVE BLADDER CANCER: A PROSPECTIVE ANALYSIS","year":2021,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bladder cancer; Medicine; Magnetic resonance imaging; Cancer; General surgery; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007601941,0.000285232,0.0003887902,0.0005408638,0.0003061012,0.001024518,0.0004656228,0.0005568248,0.004086441],"category_scores_gemma":[0.00276572,0.000428156,0.001041885,0.0009029021,0.0002194598,0.0005165408,0.0008879449,0.0007936856,0.0009895274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185522,"about_ca_system_score_gemma":0.0003007479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403683,"about_ca_topic_score_gemma":0.001548526,"domain_scores_codex":[0.9991336,0.0001963432,0.00010987,0.0002042686,0.0002476315,0.0001083183],"domain_scores_gemma":[0.9980693,0.0005101447,0.0006631777,0.0002358613,0.0002718241,0.0002495702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001141748,0.00007056778,0.9911033,0.000123446,0.0003546238,0.00008487886,0.00003119659,0.00006339866,0.0005194074,0.00008075251,0.0006961813,0.005730625],"study_design_scores_gemma":[0.00006616778,0.00046034,0.9962411,0.00006119916,0.0003533955,0.0003503641,0.00009284871,0.0002792221,0.0003006922,0.00006195813,0.001721362,0.00001131988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767123,0.005956363,0.001497163,0.0003049573,0.0001099323,0.0001754489,0.01013886,0.00003015624,0.005074846],"genre_scores_gemma":[0.9931988,0.00083283,0.0004485346,0.0001523668,0.00006463212,0.0000990278,0.003690918,0.00001296529,0.001499849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004086441,"threshold_uncertainty_score":0.0136705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009034579042186831,"score_gpt":0.2572332541993136,"score_spread":0.2481986751571268,"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."}}