{"id":"W4413920753","doi":"10.1377/hlthaff.2025.00341","title":"Restrictive State Opioid Treatment Program Regulations Constrain Local Access To Methadone Maintenance Treatment","year":2025,"lang":"en","type":"article","venue":"Health Affairs","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Paul University","funders":"National Institute on Drug Abuse","keywords":"Methadone maintenance; Methadone; Opioid; Opioid use disorder; State (computer science); Business; Medicine; Psychiatry; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001451248,0.0004465593,0.0007903262,0.0004309258,0.0002520831,0.0000599466,0.0001312659,0.00009314298,0.00005034281],"category_scores_gemma":[0.00005268537,0.0003443097,0.0001916208,0.001034466,0.0001585001,0.0001011706,0.00006003052,0.0001224053,0.00007270495],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004397536,"about_ca_system_score_gemma":0.002976057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003111267,"about_ca_topic_score_gemma":0.001214385,"domain_scores_codex":[0.9972695,0.0001479644,0.0006399661,0.0007695177,0.0002908116,0.0008822693],"domain_scores_gemma":[0.9981204,0.0001460207,0.0001595426,0.0007296668,0.0001711946,0.0006731409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001223053,0.006463197,0.01340861,0.0003268137,0.0007982083,0.0001529749,0.004465525,0.0006291211,0.00001970701,0.002585511,0.01067099,0.9592563],"study_design_scores_gemma":[0.03619247,0.03983554,0.4648132,0.002453642,0.001120639,0.0001117717,0.02945444,0.003237257,0.004177789,0.00259538,0.4146829,0.001324976],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3354426,0.01259457,0.07435745,0.4071575,0.002223095,0.07587335,0.001860393,0.003672773,0.08681818],"genre_scores_gemma":[0.9756707,0.001641563,0.01143956,0.001456216,0.00005250158,0.003886773,0.0003001085,0.00004984001,0.005502722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9579313,"threshold_uncertainty_score":0.9999009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084316895498886,"score_gpt":0.3846389639118124,"score_spread":0.3537957949568236,"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."}}