{"id":"W3134181580","doi":"10.3389/fsurg.2021.633196","title":"Multiparametric MRI may Help to Identify Patients With Prostate Cancer in a Contemporary Cohort of Patients With Clinical Bladder Outlet Obstruction Scheduled for Holmium Laser Enucleation of the Prostate (HoLEP)","year":2021,"lang":"en","type":"article","venue":"Frontiers in Surgery","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate; Prostate cancer; Enucleation; Rectal examination; Prostate biopsy; Urology; Bladder outlet obstruction; Prostatectomy; Radiology; Biopsy; Lower urinary tract symptoms; Cancer; Internal medicine; Surgery","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":[0.0003819344,0.0002727955,0.0002661217,0.0007550911,0.000320149,0.0005614919,0.0002792903,0.0004124115,0.001708078],"category_scores_gemma":[0.002191111,0.0002094399,0.0003177195,0.0004679135,0.000232325,0.0005361883,0.0004070606,0.0003826272,0.0002971893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350986,"about_ca_system_score_gemma":0.0002010805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009991175,"about_ca_topic_score_gemma":0.002002963,"domain_scores_codex":[0.9997875,0.00004681223,0.0000266967,0.00005451615,0.00003684717,0.00004767397],"domain_scores_gemma":[0.9991008,0.0002048702,0.0004505462,0.00004921947,0.0000546351,0.000139931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003275882,0.00001155368,0.998789,0.000002956554,0.000008339397,0.00008791302,0.00001573753,0.00002041839,0.0001909585,0.000004934233,0.00002853147,0.0008069119],"study_design_scores_gemma":[0.000003008534,0.00007627992,0.9982261,0.000006078843,0.00001765177,0.0009736714,0.0001329449,0.0003360907,0.00009312265,0.00001613166,0.0001164934,0.000002517474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993831,0.0002122522,0.00008600902,0.0000404137,0.000004515908,0.000003535117,0.00006626199,0.000003105671,0.0002007202],"genre_scores_gemma":[0.9996665,0.0000723452,0.00009983381,0.00001542629,0.0000154812,0.000003064888,0.00008871134,0.000001063199,0.00003768449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001708078,"threshold_uncertainty_score":0.005714118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237152567564096,"score_gpt":0.304226955192269,"score_spread":0.2805116984358594,"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."}}