{"id":"W4283518383","doi":"10.1016/j.jval.2022.04.242","title":"CO148 Opioid Prescribing Among Commercially Insured Men Undergoing a Procedure for the Treatment Benign Prostatic Hyperplasia","year":2022,"lang":"en","type":"article","venue":"Value in Health","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Université de Montréal; Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Medicine; Opioid; Opioid epidemic; Incidence (geometry); Hyperplasia; Benign prostatic hyperplasia (BPH); Prostate; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001874791,0.0001277812,0.000191621,0.0005369014,0.0005076833,0.0006145454,0.0002322196,0.0005274163,0.003158006],"category_scores_gemma":[0.001970578,0.000279018,0.0003717404,0.0008351118,0.0002411093,0.0003696592,0.0003879257,0.0006404241,0.000247807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005472447,"about_ca_system_score_gemma":0.0005723008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02638425,"about_ca_topic_score_gemma":0.04114244,"domain_scores_codex":[0.9996736,0.00007731216,0.00003702282,0.00004715319,0.00009929984,0.00006556018],"domain_scores_gemma":[0.99836,0.0003850898,0.0008520547,0.00005200983,0.00009056561,0.0002603403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009641419,0.0000929345,0.9980227,0.00001022486,0.00003730052,0.00009012745,0.0001287485,0.0000250567,0.0001915307,0.00002580228,0.0001207446,0.001158425],"study_design_scores_gemma":[0.000004868193,0.00005416419,0.999114,0.000007631882,0.00001375948,0.0001384354,0.000372919,0.0001133895,0.00003313792,0.00001234037,0.0001322029,0.000003066117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987061,0.000191191,0.00001676412,0.0001050237,0.000008678872,0.00000570817,0.0003159707,0.000001405357,0.0006491323],"genre_scores_gemma":[0.9992427,0.0001258689,0.00002229252,0.00006943791,0.00001749858,0.000003758861,0.0001187112,9.161338e-7,0.0003988615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02638425,"threshold_uncertainty_score":0.05246133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07299414170132784,"score_gpt":0.3409683011820107,"score_spread":0.2679741594806828,"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."}}