{"id":"W4394802937","doi":"10.1097/01.ju.0001009400.86696.a2.01","title":"MP27-01 24-MONTH OUTCOMES FROM THE ZEST PILOT STUDIES OF THE ZENFLOW SPRING SYSTEM FOR THE TREATMENT OF BENIGN PROSTATIC HYPERPLASIA (BPH)","year":2024,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zest; Medicine; Spring (device); Hyperplasia; Urology; Internal medicine; Psychology; Engineering; Psychotherapist; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002739888,0.0002330116,0.0005493998,0.0006690345,0.0006583889,0.0009060554,0.0004271814,0.0004231284,0.03706569],"category_scores_gemma":[0.007211457,0.000175283,0.001056377,0.0008429924,0.0002524389,0.000711189,0.001279348,0.0009910393,0.004727934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000622739,"about_ca_system_score_gemma":0.001727335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003163507,"about_ca_topic_score_gemma":0.007768317,"domain_scores_codex":[0.9991033,0.0002589283,0.00006887322,0.0000441754,0.00039183,0.0001329743],"domain_scores_gemma":[0.9938225,0.001161101,0.001186894,0.0004166184,0.001494247,0.001918689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03795198,0.005643226,0.1504195,0.001449645,0.0009526619,0.0003468891,0.0003847095,0.000801428,0.001757636,0.0008170267,0.3772665,0.4222088],"study_design_scores_gemma":[0.01518595,0.03653261,0.7842698,0.001624171,0.0009273787,0.0007066304,0.0006590028,0.0005862598,0.002847872,0.000549963,0.1559672,0.0001433479],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7302551,0.007965327,0.001695988,0.01091562,0.001380171,0.00500021,0.1412848,0.0004781332,0.1010247],"genre_scores_gemma":[0.7404448,0.009953075,0.003940709,0.003628551,0.002057475,0.005251098,0.1505465,0.0004314729,0.0837463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03706569,"threshold_uncertainty_score":0.1239971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09559197171030831,"score_gpt":0.3573933267128357,"score_spread":0.2618013550025274,"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."}}