{"id":"W4366351471","doi":"","title":"The impact of 5-ARI on perioperative and functional outcomes of GreenLight PVP: an analysis of the Global GreenLight Group database.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Centre Hospitalier de l’Université de Montréal; McGill University; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Perioperative; Prostate; Urology; Hyperplasia; Internal medicine; International Prostate Symptom Score; Surgery; Lower urinary tract symptoms; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001858444,0.0002461038,0.0005429126,0.001747516,0.000207625,0.0008238225,0.0005035923,0.0003291593,0.000971088],"category_scores_gemma":[0.003262335,0.000183936,0.0008481034,0.002901808,0.0002311498,0.0006146712,0.0008048291,0.0003770099,0.0002211398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004058023,"about_ca_system_score_gemma":0.0004923776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454724,"about_ca_topic_score_gemma":0.003877459,"domain_scores_codex":[0.9983957,0.0004027719,0.0002705145,0.0003740181,0.0004259226,0.0001309616],"domain_scores_gemma":[0.9938285,0.001253132,0.003688963,0.0005078625,0.0003438952,0.000377679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003083105,0.00002032927,0.9971535,0.00004163573,0.0002173418,0.00003274824,0.00003480342,0.00004098965,0.00007978224,0.00001398411,0.0002138242,0.001842641],"study_design_scores_gemma":[0.00002811675,0.0001166412,0.9984705,0.00001841581,0.0001373354,0.000224266,0.0001328414,0.0002251513,0.00008653056,0.00001588084,0.0005383247,0.000005974481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917818,0.0009214908,0.0001687953,0.00004790293,0.000005555207,0.00002510761,0.006671592,0.000006260987,0.0003714107],"genre_scores_gemma":[0.9891031,0.0003268997,0.0002598219,0.00006630328,0.00001613553,0.00004035932,0.01009226,0.000005365945,0.00008970859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002454724,"threshold_uncertainty_score":0.009828508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05207450599968133,"score_gpt":0.3382159531462045,"score_spread":0.2861414471465231,"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."}}