{"id":"W4386291406","doi":"10.5489/cuaj.8394","title":"Persistent need for ongoing medical or surgical therapy despite UroLift","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lower urinary tract symptoms; International Prostate Symptom Score; Surgery; Enucleation; Open Prostatectomy; Quality of life (healthcare); Prostate; Prostatectomy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005263468,0.0001728957,0.0004036416,0.0006281135,0.0007882794,0.0005741505,0.0004701748,0.0003126742,0.004166944],"category_scores_gemma":[0.001708971,0.00008959036,0.0003001742,0.0007870117,0.0003802278,0.0004475701,0.000556481,0.0006160928,0.0004615659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004162558,"about_ca_system_score_gemma":0.0008390117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282695,"about_ca_topic_score_gemma":0.002961791,"domain_scores_codex":[0.9995393,0.00004010232,0.00006033337,0.00006964093,0.0001596309,0.0001310571],"domain_scores_gemma":[0.9975344,0.0003147269,0.001388657,0.00007744556,0.0001493043,0.0005354088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023388,0.0001065684,0.9809552,0.00008810919,0.0000537882,0.005028696,0.0002604814,0.00005493284,0.0007464314,0.00007842037,0.0005717254,0.01195335],"study_design_scores_gemma":[0.00001162201,0.000568445,0.9529256,0.0001261611,0.00007418064,0.04153135,0.0005231437,0.0002282989,0.0007048841,0.00008327876,0.003209626,0.00001350587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905448,0.002796168,0.0003452411,0.0004499599,0.00004965452,0.00003237849,0.0004631107,0.00003030206,0.005288363],"genre_scores_gemma":[0.9979918,0.0004437509,0.000127972,0.0002557694,0.00006719613,0.000008185337,0.0003678334,0.000004116753,0.0007334218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004166944,"threshold_uncertainty_score":0.0139398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05400205584867422,"score_gpt":0.3215270672708928,"score_spread":0.2675250114222186,"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."}}