{"id":"W4210528720","doi":"10.1016/j.urology.2022.01.039","title":"Pilot Study of “Less is More” Rezum for Treatment of BPH","year":2022,"lang":"en","type":"article","venue":"Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre Hospitalier de l’Université de Montréal; University Health Network","funders":"","keywords":"Medicine; International Prostate Symptom Score; Lower urinary tract symptoms; Prostatism; Prostate; Urology; Quality of life (healthcare); Urination; Adverse effect; Surgery; Urinary system; Internal medicine","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":[0.0001236899,0.00005990111,0.0002644018,0.0001062379,0.0000471694,5.89704e-7,0.00006195322,0.00001100094,0.0004277116],"category_scores_gemma":[0.00001243778,0.00004910142,0.00003922889,0.00009884813,0.0000494123,0.000006828958,0.00005625283,0.00004739844,0.000001594158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002789094,"about_ca_system_score_gemma":0.00007413868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002869334,"about_ca_topic_score_gemma":0.00001893875,"domain_scores_codex":[0.9992922,0.00008172595,0.0001663067,0.0001517614,0.0001495087,0.0001585197],"domain_scores_gemma":[0.9995039,0.0001293552,0.00004344,0.0002314531,0.00005350401,0.00003841635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1202081,0.136994,0.4987719,0.0009836497,0.003922972,0.0009925722,0.08458867,0.0005791126,0.06663948,0.0008690919,0.02818707,0.05726339],"study_design_scores_gemma":[0.02134544,0.8641647,0.04616467,0.000002629329,0.0004328788,0.0001576825,0.007462833,0.000687674,0.006576137,0.0004454705,0.05242989,0.0001299718],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959591,0.000417615,0.00001747308,0.001576179,0.00006908407,0.0009786241,0.00006691312,0.000007631586,0.0009073745],"genre_scores_gemma":[0.99778,0.00003713993,0.0000261719,0.0001415356,0.00002994083,0.000236547,0.00002170859,0.00001077118,0.001716173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7271708,"threshold_uncertainty_score":0.4683142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143594767353522,"score_gpt":0.3857729042589759,"score_spread":0.2714134275236237,"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."}}