{"id":"W3173333053","doi":"10.1136/bmjsit-2021-000090","title":"Meta-analysis with individual data of functional outcomes following Aquablation for lower urinary tract symptoms due to BPH in various prostate anatomies","year":2021,"lang":"en","type":"article","venue":"BMJ Surgery Interventions & Health Technologies","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Toronto","funders":"","keywords":"Medicine; Lower urinary tract symptoms; International Prostate Symptom Score; Nocturia; Urology; Prostate; Urinary incontinence; Overactive bladder; Prostate cancer; Urinary system; Internal medicine; Cancer; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002914544,0.0002403272,0.00166161,0.001937238,0.000156046,0.00004705603,0.0002444396,0.000136316,0.0001276236],"category_scores_gemma":[0.001002186,0.0001857539,0.001351475,0.002418329,0.00009822722,0.0003319934,0.0003591736,0.0003338277,0.000004296158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152207,"about_ca_system_score_gemma":0.0007828206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001801949,"about_ca_topic_score_gemma":0.0003769351,"domain_scores_codex":[0.9968091,0.0002137619,0.001239998,0.0006397761,0.0005872243,0.0005101154],"domain_scores_gemma":[0.9971355,0.001046354,0.0003321855,0.001133503,0.000277507,0.00007490956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001509442,0.007917384,0.7765174,0.003884971,0.1367385,0.002121835,0.000692251,0.0004423568,0.00002591897,0.0004725125,0.004567423,0.06510999],"study_design_scores_gemma":[0.001880966,0.003579035,0.9375741,0.0008353512,0.04383166,0.0006546772,0.005336278,0.0005044666,0.0004942916,0.001563189,0.003083929,0.0006620651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8931485,0.01729917,0.02399139,0.05809845,0.000277723,0.004474188,0.00211001,0.0005376699,0.00006293769],"genre_scores_gemma":[0.9913942,0.0001067184,0.005181214,0.0001432663,0.000006514229,0.0008100728,0.001758655,0.00002692471,0.0005724877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610567,"threshold_uncertainty_score":0.7574826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3125360815340811,"score_gpt":0.454494010355265,"score_spread":0.1419579288211839,"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."}}