{"id":"W4212991694","doi":"10.1016/j.urology.2022.02.001","title":"Large, Multi-Center, Prospective Registry of Rezūm Water Vapor Therapy for Benign Prostatic Hyperplasia","year":2022,"lang":"en","type":"article","venue":"Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Toronto; University Health Network","funders":"","keywords":"Medicine; International Prostate Symptom Score; Prostate; Lower urinary tract symptoms; Urinary retention; Prospective cohort study; Urology; Hyperplasia; Sexual function; Quality of life (healthcare); Erectile dysfunction; Surgery; 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":[0.0003951203,0.0001244276,0.0003033639,0.0001177411,0.0001628087,0.0000047653,0.0001364528,0.00006234248,0.000572362],"category_scores_gemma":[0.0000540093,0.0000911328,0.00009834037,0.0000961175,0.00009974559,0.00003023144,0.000117497,0.0003202134,0.0000111266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004411818,"about_ca_system_score_gemma":0.0001182248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001321061,"about_ca_topic_score_gemma":0.000004947542,"domain_scores_codex":[0.9986145,0.000131965,0.0002417947,0.0003283769,0.0002119076,0.0004713894],"domain_scores_gemma":[0.9993219,0.00008657936,0.00005668778,0.0003283547,0.000128058,0.00007843303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1183174,0.0424122,0.5099186,0.002017769,0.002745107,0.002072587,0.05311649,0.000191393,0.2036048,0.004888134,0.04612507,0.01459047],"study_design_scores_gemma":[0.08032562,0.0525559,0.0229751,0.00001803069,0.0001853537,0.00270618,0.00273572,0.003697522,0.05670895,0.003753468,0.7737571,0.0005810714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893703,0.000929417,0.0006844297,0.003709644,0.000248983,0.003160462,0.0004035108,0.00005761503,0.00143563],"genre_scores_gemma":[0.9939461,0.00007634043,0.0004624197,0.0005680103,0.00005703191,0.0007240269,0.0002654048,0.00003489298,0.00386582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.727632,"threshold_uncertainty_score":0.6266963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03168857688796787,"score_gpt":0.3303966272516433,"score_spread":0.2987080503636754,"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."}}