{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001669356,0.00104483,0.00272032,0.0006160352,0.001113595,0.0007700899,0.001235321,0.001355753,0.009044864],"category_scores_gemma":[0.00180893,0.0005990446,0.001521869,0.0004978708,0.001943917,0.00125856,0.0005196874,0.003608282,0.0008632356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006544321,"about_ca_system_score_gemma":0.001609514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106147,"about_ca_topic_score_gemma":0.003248095,"domain_scores_codex":[0.9991747,0.0004080737,0.00005745091,0.0001306386,0.00005773311,0.0001714154],"domain_scores_gemma":[0.9983961,0.0005515449,0.0001143248,0.0001536992,0.00007344396,0.0007108782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6694283,0.2734883,0.001408402,0.0005154244,0.0006528439,0.0002613527,0.0003599548,0.0003835467,0.02036924,0.0002412472,0.0008340481,0.03205723],"study_design_scores_gemma":[0.1678166,0.826866,0.00316362,0.00001659447,0.0002097091,0.00005814067,0.00008219113,0.0001730114,0.001018406,0.00005712465,0.0005217594,0.00001671144],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964778,0.0003403172,0.000293099,0.0003342393,0.000217232,0.001285442,0.000218338,0.00004654895,0.0007869825],"genre_scores_gemma":[0.9941551,0.0005327032,0.001432355,0.0005696212,0.0004299312,0.001365028,0.0002760843,0.00002223824,0.001216861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009044864,"threshold_uncertainty_score":0.03025806,"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."}}