{"id":"W4410085235","doi":"10.1377/hlthaff.2024.00984","title":"Medicaid Patients With ED Visits For Overdose: Disparities In Initiation Of Medications For Opioid Use Disorder","year":2025,"lang":"en","type":"article","venue":"Health Affairs","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"National Institute on Drug Abuse","keywords":"Medicaid; Opioid use disorder; Opioid overdose; Medicine; Psychiatry; Medicare Part D; Opioid; Medical emergency; Family medicine; Emergency medicine; Health care; Nursing; Medical prescription; Internal medicine; Prescription drug","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":[0.0005747522,0.00007724718,0.0001611876,0.0005165059,0.0005322232,0.0006045221,0.000194346,0.0002217663,0.002273154],"category_scores_gemma":[0.003029085,0.00008415495,0.0002778036,0.001008142,0.0001701748,0.0005699323,0.0006653487,0.0005565041,0.00008596154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007101332,"about_ca_system_score_gemma":0.00133143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03731865,"about_ca_topic_score_gemma":0.1159209,"domain_scores_codex":[0.9995821,0.00009703684,0.00003972992,0.00005527496,0.00009409512,0.0001317954],"domain_scores_gemma":[0.9991919,0.0001478674,0.0004024651,0.00002445355,0.00006016776,0.0001730771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002224976,0.00008068037,0.9945384,0.000006450396,0.0000288478,0.00002344804,0.0001733321,0.00003558975,0.0000460657,0.0001701621,0.0005996228,0.004275029],"study_design_scores_gemma":[0.000005116709,0.00002072576,0.9981818,0.00002571039,0.00001947523,0.00004918433,0.0007048573,0.0002671871,0.0000393095,0.0001011597,0.0005828075,0.000002587183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962807,0.0001956084,0.00007398929,0.001267383,0.00001022756,0.00001045696,0.0005523695,0.000002657511,0.001606515],"genre_scores_gemma":[0.9990861,0.0001601017,0.0000797538,0.000226357,0.00001518765,0.000007884859,0.0002901524,9.884156e-7,0.0001334166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03731865,"threshold_uncertainty_score":0.07420284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126266312146155,"score_gpt":0.3119199913377527,"score_spread":0.3006573282162912,"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."}}