{"id":"W4399783256","doi":"10.5489/cuaj.8737","title":"Long-term outcomes after treatment with Optilume BPH","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lower urinary tract symptoms; Adverse effect; International Prostate Symptom Score; Urology; Quality of life (healthcare); Benign prostatic hyperplasia (BPH); Prostate; Hyperplasia; Genitourinary system; Catheter; Prospective cohort study; Urinary system; Cohort; Surgery; 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":[0.0008539858,0.0001644557,0.0005984502,0.0002697758,0.0004939015,0.0005437824,0.0002374367,0.0003884468,0.001376767],"category_scores_gemma":[0.00139194,0.00007820479,0.000452436,0.0002931321,0.0002417174,0.0003542796,0.0003540588,0.000498891,0.0002138651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003651184,"about_ca_system_score_gemma":0.0003214108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007971624,"about_ca_topic_score_gemma":0.001196315,"domain_scores_codex":[0.9995621,0.0001084843,0.00003142041,0.00005531535,0.0001325289,0.0001101651],"domain_scores_gemma":[0.9985275,0.0001641953,0.0006741162,0.00007643222,0.0001605772,0.0003971648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02540823,0.005879907,0.8517625,0.0002824759,0.0009497902,0.0005984838,0.0004661419,0.0002794547,0.005066762,0.00004436797,0.0009707553,0.108291],"study_design_scores_gemma":[0.0006173363,0.02612321,0.9699671,0.00003066286,0.0003588513,0.0005563421,0.0001726072,0.0001694584,0.0009679408,0.00002591031,0.0009940173,0.0000166277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979123,0.001079625,0.00007761622,0.00006670046,0.00001746602,0.00003156108,0.0001779363,0.000009049802,0.0006276367],"genre_scores_gemma":[0.9990098,0.0001757083,0.00005384357,0.0000587914,0.00002730099,0.00002467177,0.0003470863,0.00000152276,0.0003011953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001376767,"threshold_uncertainty_score":0.00460577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424990275018052,"score_gpt":0.2941636111091194,"score_spread":0.2699137083589389,"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."}}