{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001648837,0.0001437151,0.0004053315,0.0002480675,0.00008774081,0.000007796313,0.00006231709,0.00007814496,0.00001447268],"category_scores_gemma":[0.0002915518,0.000118808,0.00005464304,0.0002900498,0.00005608256,0.0001193926,0.00001839237,0.00007933705,9.502412e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875109,"about_ca_system_score_gemma":0.000963221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004129301,"about_ca_topic_score_gemma":0.0005993922,"domain_scores_codex":[0.9986612,0.00003245945,0.0004873877,0.0002543065,0.0002550613,0.0003095676],"domain_scores_gemma":[0.9987959,0.0004020442,0.0001831189,0.0002632791,0.0002308718,0.0001248406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001114318,0.00222458,0.9661237,0.003837641,0.0001967061,4.310194e-7,0.001837368,0.0000173402,0.000002108157,0.007648958,0.009896503,0.007100344],"study_design_scores_gemma":[0.01383813,0.001285084,0.9727128,0.001098795,0.00018534,2.727971e-7,0.001366923,0.0004680125,0.00003809652,0.0005879239,0.008294506,0.0001240987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8713338,0.005358184,0.03644099,0.06415688,0.0008129628,0.01930526,0.001624865,0.0001827986,0.0007842006],"genre_scores_gemma":[0.9903027,0.0004230616,0.004971544,0.00114477,0.00002382727,0.001329037,0.001632167,0.0000248763,0.0001479465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189689,"threshold_uncertainty_score":0.4844849,"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."}}