{"id":"W4401404322","doi":"10.1111/ajad.13638","title":"State‐level racial and ethnic disparities in buprenorphine treatment duration in the United States","year":2024,"lang":"en","type":"article","venue":"American Journal on Addictions","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; U.S. Food and Drug Administration","keywords":"Buprenorphine; Ethnic group; Duration (music); Medicine; State (computer science); Psychology; Clinical psychology; Demography; Political science; Internal medicine; Sociology; Opioid; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001519893,0.0001441162,0.0002002747,0.0005643506,0.0001003856,0.00007428898,0.00003751985,0.00001939003,0.0000559215],"category_scores_gemma":[0.00003165062,0.00008803251,0.0000528771,0.0008822901,0.0001265572,0.0000898119,0.000006899888,0.0003354424,0.00001430045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003322742,"about_ca_system_score_gemma":0.0001255058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002388608,"about_ca_topic_score_gemma":0.001352011,"domain_scores_codex":[0.9990387,0.0001392739,0.000289182,0.0001525599,0.0001866438,0.0001936682],"domain_scores_gemma":[0.9994851,0.0002307073,0.00005815379,0.0001144214,0.00002882481,0.00008277856],"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":[0.001757303,0.005266687,0.1657211,0.00008121807,0.001136699,0.002647405,0.1353228,0.005723178,0.0002874387,0.002593657,0.003970189,0.6754923],"study_design_scores_gemma":[0.002235563,0.004636555,0.9584526,0.000372945,0.000192986,0.0005504164,0.01292707,0.004270467,0.00003875773,0.0007151003,0.01543914,0.0001683742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840229,0.001053947,0.0001398971,0.01413337,0.0001205382,0.0002575447,0.0001056671,0.00003133051,0.0001347658],"genre_scores_gemma":[0.9907597,0.007873067,0.0001315383,0.0006320385,0.00007465662,0.00007073926,0.000165525,0.00001712191,0.0002755799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7927315,"threshold_uncertainty_score":0.3610877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02930018664131363,"score_gpt":0.3202351571639617,"score_spread":0.2909349705226481,"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."}}