{"id":"W4384068563","doi":"10.1097/ju9.0000000000000034","title":"Durability of Functional Outcomes After MRI-Guided Transurethral Ultrasound Ablation of the Prostate","year":2023,"lang":"en","type":"article","venue":"JU Open Plus","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Profound Medical (Canada); London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; International Prostate Symptom Score; Prostate cancer; Adverse effect; Interquartile range; Quality of life (healthcare); Lower urinary tract symptoms; Erectile dysfunction; Urology; Urinary system; Prostate; Genitourinary system; Surgery; 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":[0.002065367,0.0002036107,0.0006314183,0.0004020802,0.0003027941,0.0005305044,0.0003344695,0.0002821559,0.0006700593],"category_scores_gemma":[0.003920808,0.0000894136,0.0006660428,0.0003421885,0.0003668234,0.0005441305,0.0004643007,0.0005659981,0.0001402372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003346845,"about_ca_system_score_gemma":0.0002772149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053686,"about_ca_topic_score_gemma":0.001589762,"domain_scores_codex":[0.9993559,0.0002283208,0.00005489444,0.0001065776,0.0001440888,0.0001102477],"domain_scores_gemma":[0.9960753,0.0007630097,0.00190927,0.0002391583,0.0003423285,0.0006709227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007189371,0.001202777,0.9080754,0.0001502419,0.0009219325,0.0001699452,0.0002801607,0.0006712763,0.002836386,0.00003323703,0.0003412456,0.07812809],"study_design_scores_gemma":[0.0001228302,0.01110072,0.9871126,0.00001469951,0.0002185477,0.000281518,0.00009596664,0.0002624309,0.0005345141,0.00002823225,0.0002172452,0.00001079199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974721,0.001905057,0.00009330735,0.00005452206,0.000008300775,0.00001093912,0.000121911,0.000007770737,0.0003260588],"genre_scores_gemma":[0.9994704,0.0001751731,0.00003489004,0.00003026135,0.00001705033,0.00000488652,0.0001923784,9.013896e-7,0.0000741142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002065367,"threshold_uncertainty_score":0.01092279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04480430464090095,"score_gpt":0.3201990805585631,"score_spread":0.2753947759176621,"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."}}