{"id":"W4238312516","doi":"10.1016/j.juro.2010.02.2147","title":"2086 IMPACT OF MEDICAL THERAPY ON TRANSURETHRAL RESECTION OF THE PROSTATE (TURP): TWO DECADES OF CHANGE","year":2010,"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":"Medicine; Medical therapy; Transurethral resection of the prostate; Prostate; Hyperplasia; Urology; Surgery; General surgery; Internal medicine; Cancer","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":[0.003363277,0.0001541763,0.0003249683,0.001863725,0.000379562,0.00136853,0.000450686,0.0009617602,0.003007758],"category_scores_gemma":[0.01649998,0.0002158619,0.0003374535,0.002202556,0.0007102045,0.001267624,0.000827512,0.00107594,0.000450689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509033,"about_ca_system_score_gemma":0.001698625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007540862,"about_ca_topic_score_gemma":0.01400122,"domain_scores_codex":[0.9976405,0.0003959336,0.0003486533,0.0001560339,0.001262487,0.0001963626],"domain_scores_gemma":[0.9781767,0.006535674,0.007789367,0.0006095541,0.005014409,0.001874436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002572589,0.0001665238,0.6482127,0.0004737493,0.00009688191,0.0007806325,0.000622631,0.0003562873,0.0006730051,0.000787966,0.03180363,0.3157687],"study_design_scores_gemma":[0.00001475205,0.0001564869,0.970728,0.0005109669,0.00003850227,0.001348656,0.0006244851,0.0001477732,0.0001851041,0.0001338361,0.02609004,0.00002126517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.655554,0.1403114,0.0008448776,0.1756677,0.003205476,0.00006270533,0.002131615,0.0001356033,0.02208658],"genre_scores_gemma":[0.9028156,0.07095704,0.001344316,0.01586123,0.004695942,0.00002780617,0.001172197,0.00004581612,0.003080047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007540862,"threshold_uncertainty_score":0.01778692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08468590839557726,"score_gpt":0.4237198544885463,"score_spread":0.339033946092969,"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."}}