{"id":"W4405375577","doi":"10.1111/iju.15651","title":"AQUABEAM robotic system use‐results survey: Aquablation for the treatment of lower urinary tract symptoms due to benign prostatic hyperplasia in the Japanese Population","year":2024,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lower urinary tract symptoms; Hyperplasia; Urology; Urinary system; Population; Prostate; 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":[0.0009881106,0.0001939729,0.0002187195,0.0005976711,0.000232695,0.0002844859,0.0001689066,0.0002288134,0.0007260584],"category_scores_gemma":[0.001247709,0.00013397,0.00043549,0.0006842907,0.0001870103,0.0002864065,0.000304964,0.0002065782,0.0002242805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603616,"about_ca_system_score_gemma":0.0003253543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004236407,"about_ca_topic_score_gemma":0.007125654,"domain_scores_codex":[0.9995283,0.0001283662,0.00008469724,0.00004961688,0.0001473346,0.00006167611],"domain_scores_gemma":[0.9983766,0.0001617488,0.0009640089,0.00004594272,0.0002827111,0.0001690226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007052576,0.0000755548,0.9960479,0.00003162836,0.00006045692,0.00004116062,0.0001618819,0.00003618834,0.0004124798,0.000003477616,0.0001941749,0.002864645],"study_design_scores_gemma":[0.000007958784,0.0002166896,0.9989321,0.000003322521,0.00003272622,0.0001412964,0.0001728663,0.00008434728,0.00009597028,0.000001579376,0.0003079105,0.000003131739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990928,0.0001220625,0.00006302659,0.00002848245,0.000001812795,0.00002079334,0.0003337746,0.000003591655,0.0003336126],"genre_scores_gemma":[0.9987154,0.0001207701,0.0001581823,0.00007015617,0.000007774645,0.0000278455,0.0006984724,0.000002427141,0.0001990642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004236407,"threshold_uncertainty_score":0.008423507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0431955385658649,"score_gpt":0.3516014025077871,"score_spread":0.3084058639419222,"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."}}