{"id":"W4200628604","doi":"","title":"Men with lower urinary tract symptoms secondary to BPH undergoing Aquablation with very large prostates (> 150 mL).","year":2021,"lang":"en","type":"article","venue":"PubMed","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; Urology; Prostate; Hyperplasia; Urinary system; Urinary flow; Cohort; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001663337,0.0001332029,0.0002281335,0.0002296836,0.0002611575,0.0002181759,0.0001486433,0.000130958,0.002074294],"category_scores_gemma":[0.0003740334,0.0001044333,0.0002459452,0.0004158312,0.0002383923,0.0002594425,0.0002815379,0.0002145988,0.0001745383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722852,"about_ca_system_score_gemma":0.0002685573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009175324,"about_ca_topic_score_gemma":0.002241713,"domain_scores_codex":[0.9998864,0.00001734606,0.00001013077,0.00002764973,0.00003338102,0.00002506058],"domain_scores_gemma":[0.9996957,0.0000455462,0.0001650158,0.00001536338,0.00001283306,0.00006557732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002981343,0.00006606816,0.9866987,0.00007075132,0.00007505727,0.0006192045,0.00007787895,0.00007956909,0.001908238,0.00003140814,0.0002617378,0.009813215],"study_design_scores_gemma":[0.00002277035,0.0003669555,0.995014,0.00001339184,0.00003910803,0.003356859,0.0000808585,0.00006797594,0.0003532428,0.00003042468,0.0006494648,0.000004953773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980196,0.000565844,0.0001557712,0.000037447,0.000005965954,0.00002280679,0.0002132512,0.00000986354,0.0009694584],"genre_scores_gemma":[0.9993145,0.0001415736,0.00009532024,0.00006820011,0.00001681955,0.00001278334,0.0001801733,0.000001346595,0.0001691295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002074294,"threshold_uncertainty_score":0.006939232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480179950140348,"score_gpt":0.2506658850899932,"score_spread":0.2358640855885897,"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."}}