{"id":"W2909125519","doi":"10.1007/s11884-019-00500-3","title":"Cost-effectiveness of Medical Versus Surgical Therapy for BPH","year":2019,"lang":"en","type":"article","venue":"Current Bladder Dysfunction Reports","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Context (archaeology); Medical therapy; Lower urinary tract symptoms; Cost effectiveness; Transurethral resection of the prostate; Prostate; Intensive care medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001900406,0.0001957716,0.0004750979,0.0001634369,0.00005748851,0.00001741753,0.00008084377,0.0001861656,0.002640496],"category_scores_gemma":[0.0002133901,0.0001525808,0.0002725489,0.000264363,0.0001050163,0.000101152,0.00005693104,0.0003531844,0.00004039567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007354561,"about_ca_system_score_gemma":0.0005636732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001772393,"about_ca_topic_score_gemma":9.335621e-7,"domain_scores_codex":[0.9972226,0.0001572783,0.0005201739,0.0004986894,0.001239337,0.0003618987],"domain_scores_gemma":[0.9979912,0.000664236,0.0001646788,0.0004828486,0.0004015186,0.0002955123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06577461,0.005647323,0.3179007,0.004697114,0.00177748,0.001373167,0.0003564095,0.00006818023,0.003248924,0.001303569,0.01886781,0.5789847],"study_design_scores_gemma":[0.03228243,0.0068349,0.06242499,0.000735042,0.0001924592,0.001861633,0.0001808895,0.0009354017,0.01277773,0.0004049169,0.8808839,0.0004857531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809187,0.003260017,0.001283934,0.0004239958,0.005968109,0.004331829,0.0000145629,0.000100262,0.003698563],"genre_scores_gemma":[0.9972647,0.001147512,0.00002585428,0.00001390659,0.0003596528,0.0003628542,0.0003020155,0.00003591603,0.0004875924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.862016,"threshold_uncertainty_score":0.9982712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119379779867898,"score_gpt":0.4225108545861971,"score_spread":0.3031310747182991,"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."}}