{"id":"W4308635551","doi":"10.1001/jamapsychiatry.2022.3673","title":"Racial and Ethnic Disparities in Buprenorphine Treatment Duration in the US","year":2022,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"U.S. Food and Drug Administration","keywords":"Buprenorphine; Ethnic group; Medicine; Duration (music); Psychiatry; Psychology; Clinical psychology; Demography; Internal medicine; Opioid; Political science; Sociology","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":[0.0004064179,0.0001113898,0.0001320669,0.0004567342,0.0003414122,0.0002999216,0.0002523022,0.000250535,0.001581175],"category_scores_gemma":[0.001128745,0.0001371769,0.0004330418,0.0007785462,0.0001052771,0.0003155774,0.0003718713,0.0004121761,0.0001366189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351159,"about_ca_system_score_gemma":0.0005483185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05277348,"about_ca_topic_score_gemma":0.09308831,"domain_scores_codex":[0.9996746,0.00005326362,0.0000406033,0.00006321002,0.00005177831,0.0001166248],"domain_scores_gemma":[0.9993179,0.00005820053,0.0003871008,0.0000387361,0.00007700904,0.0001212232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001116131,0.00007518671,0.9969802,0.000007541697,0.00009982511,0.00002607349,0.00011138,0.00003790293,0.0001339034,0.00008736245,0.000497613,0.001831238],"study_design_scores_gemma":[0.000004823636,0.00002604127,0.9992517,0.000007737284,0.00002725559,0.00003943673,0.0002084934,0.00008400381,0.00003310925,0.0000219592,0.0002928003,0.000002726423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972379,0.0003294642,0.00004654077,0.0001766321,0.00001267553,0.000005418375,0.001236189,0.000002366386,0.0009526746],"genre_scores_gemma":[0.9988922,0.0001667117,0.00003494356,0.0001044295,0.000009378457,0.000005267208,0.000572223,0.000001854921,0.0002129472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05277348,"threshold_uncertainty_score":0.1049326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150404136021579,"score_gpt":0.2849638853113082,"score_spread":0.2699234717091503,"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."}}