{"id":"W2027970856","doi":"10.1016/j.urology.2009.08.015","title":"Systematic Review and Meta-analysis of Transurethral Resection of the Prostate Versus Minimally Invasive Procedures for the Treatment of Benign Prostatic Obstruction","year":2009,"lang":"en","type":"review","venue":"Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute","funders":"","keywords":"Medicine; Prostate; Randomized controlled trial; Transurethral resection of the prostate; Perioperative; Ablation; Meta-analysis; Urology; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006514352,0.0002989605,0.00531884,0.0002760772,0.00006447576,0.000004449789,0.0001574718,0.0001648487,0.00002675526],"category_scores_gemma":[0.000682403,0.0001252731,0.001981684,0.0007639643,0.0002895728,0.00002515221,0.00001506606,0.0001505238,2.479666e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004694784,"about_ca_system_score_gemma":0.0005536257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002644231,"about_ca_topic_score_gemma":0.0001879025,"domain_scores_codex":[0.9971835,0.0007404031,0.001245556,0.0003232685,0.0003025587,0.0002047042],"domain_scores_gemma":[0.9957186,0.00227925,0.001033839,0.0005757433,0.0003505964,0.00004197335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007719748,0.0001859248,0.00000248984,0.8455055,0.1494861,0.000002019178,0.0006440469,0.000006518193,0.000005035401,0.00002571259,0.00002330708,0.003341408],"study_design_scores_gemma":[0.000804679,0.01069418,0.00001618304,0.006072626,0.9801521,0.00006472352,0.00006351773,0.00001238154,0.00003723012,0.00004080909,0.001953932,0.00008768607],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001038542,0.9855958,0.000007091088,0.0006470151,0.00003281422,0.01329509,0.0002928782,0.000004580711,0.00002091329],"genre_scores_gemma":[0.001249316,0.996649,0.00004607068,0.00002675428,0.00001125493,0.001639419,0.00008767376,0.00002039656,0.0002701546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8394328,"threshold_uncertainty_score":0.5108488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220147517621453,"score_gpt":0.3945859227902709,"score_spread":0.2725711710281256,"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."}}