{"id":"W4390106823","doi":"10.5489/cuaj.8556","title":"Efficacy of GreenLight laser prostatectomy in urinary retention","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Medicine; Urology; Urinary retention; Prostatectomy; Lower urinary tract symptoms; International Prostate Symptom Score; Demographics; Urinary system; Prostate; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008786952,0.0001057491,0.0002762343,0.0003587843,0.0001646084,0.000246219,0.0001708694,0.0001442093,0.0008435397],"category_scores_gemma":[0.001775631,0.00004156331,0.0003926696,0.0001846269,0.0002668051,0.0002559518,0.0002440256,0.0001631761,0.0001003759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934672,"about_ca_system_score_gemma":0.0002828627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002806524,"about_ca_topic_score_gemma":0.0004755469,"domain_scores_codex":[0.999687,0.00009789627,0.00002744222,0.00002839664,0.0001105752,0.00004876639],"domain_scores_gemma":[0.998676,0.0005084164,0.0005295158,0.00004785233,0.0001004882,0.0001376721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00449241,0.000571468,0.7202578,0.0006222641,0.000432543,0.000662066,0.000177149,0.0006181633,0.01179915,0.00007729462,0.000409786,0.2598799],"study_design_scores_gemma":[0.0002601822,0.01788088,0.9659245,0.0002538044,0.0003102407,0.00587334,0.0001776063,0.0009790272,0.006211576,0.00009862876,0.002008199,0.00002209306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898971,0.008873489,0.0002877369,0.0001051408,0.00001422393,0.00001550708,0.00005254827,0.00001328038,0.0007408766],"genre_scores_gemma":[0.9990038,0.0007163114,0.0001026858,0.00003913834,0.00002598406,0.000004853843,0.00003644297,0.000001256632,0.00006949007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008786952,"threshold_uncertainty_score":0.004647017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193807432175479,"score_gpt":0.2540967492292131,"score_spread":0.2347160060116652,"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."}}