{"id":"W4285807089","doi":"10.1016/j.urology.2022.07.007","title":"Aquablation Outcomes in Men With LUTS Due to BPH Following Single Versus Multi-pass Treatments","year":2022,"lang":"en","type":"article","venue":"Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Urology; Internal medicine; Gynecology","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":[0.0005209422,0.0001239907,0.0006079733,0.0004283352,0.000279598,0.0006198658,0.0002566619,0.000454435,0.00330517],"category_scores_gemma":[0.002904404,0.0001017751,0.001421439,0.0003725342,0.0003086439,0.0009173856,0.0005973912,0.0005304213,0.0002421781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005533063,"about_ca_system_score_gemma":0.0004139786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305916,"about_ca_topic_score_gemma":0.006208831,"domain_scores_codex":[0.9996039,0.00008188124,0.00003231846,0.00007346895,0.00007271099,0.0001357371],"domain_scores_gemma":[0.9990735,0.0002931051,0.0003366918,0.00003730338,0.00005225973,0.0002071192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04019031,0.001342015,0.8200793,0.000896645,0.002807202,0.000562318,0.001387326,0.001901275,0.002446222,0.001000275,0.00201535,0.1253718],"study_design_scores_gemma":[0.0003855661,0.008531322,0.9854414,0.0001787265,0.000808756,0.0005966926,0.0009003832,0.0007460137,0.0003691388,0.0005496193,0.001450879,0.00004135871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964398,0.00163296,0.0001040531,0.0001487775,0.00003182122,0.00001559596,0.0003221689,0.000004470231,0.00130037],"genre_scores_gemma":[0.9988208,0.0002981123,0.0000426185,0.00006914783,0.00004060516,0.000009718898,0.0002966424,0.000002086827,0.0004202233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00330517,"threshold_uncertainty_score":0.0110569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04854482732416163,"score_gpt":0.3389606661157248,"score_spread":0.2904158387915632,"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."}}