{"id":"W4394741408","doi":"","title":"Partial gland ablation with high intensity focal ultrasound impact on genito-urinary function and quality of life: our initial experience.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Prostate cancer; International Prostate Symptom Score; Quality of life (healthcare); High-intensity focused ultrasound; Urology; Prostate; Ablation; Urinary system; Cohort; Lower urinary tract symptoms; Erectile dysfunction; Ultrasound; Cancer; Surgery; Internal medicine; Radiology","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":[0.0007684138,0.0002975338,0.0003471786,0.0001136384,0.0002649058,0.000386453,0.0002623081,0.0002586426,0.001247945],"category_scores_gemma":[0.001574305,0.00009542229,0.0003919717,0.0002103222,0.0004457465,0.0002421903,0.0004274065,0.0003354873,0.0001963859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972436,"about_ca_system_score_gemma":0.0003685877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009640312,"about_ca_topic_score_gemma":0.00141248,"domain_scores_codex":[0.9996666,0.0001414098,0.00001707789,0.00004389039,0.00005684629,0.00007420032],"domain_scores_gemma":[0.9995472,0.0001639855,0.0000757911,0.00005833276,0.00003143013,0.000123214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004420839,0.005779895,0.5275199,0.0005141274,0.0006554284,0.01393473,0.003333391,0.001511969,0.03309456,0.0002731398,0.002542807,0.4064193],"study_design_scores_gemma":[0.0004879014,0.04326364,0.8928252,0.00007575855,0.0003164189,0.04520908,0.000960118,0.001231508,0.008077113,0.0001861055,0.007307995,0.00005913263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971578,0.001462447,0.0004479955,0.00009751338,0.000006819601,0.00003294378,0.00004837157,0.0000141787,0.0007319027],"genre_scores_gemma":[0.9988074,0.0004940071,0.0003348954,0.0001002736,0.00002234192,0.00001747266,0.00007726491,0.000004328214,0.0001418867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001247945,"threshold_uncertainty_score":0.004174769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04931039881778122,"score_gpt":0.313888306346162,"score_spread":0.2645779075283808,"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."}}