{"id":"W2907582570","doi":"10.1377/hlthaff.2018.05162","title":"Medication Treatment For Opioid Use Disorders In Substance Use Treatment Facilities","year":2019,"lang":"en","type":"article","venue":"Health Affairs","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Institute on Drug Abuse","keywords":"Medicaid; Buprenorphine; Opioid use disorder; Odds; Medicine; Environmental health; Substance abuse; Opioid epidemic; Family medicine; Opioid; Psychiatry; Medical emergency; Health care; Logistic regression; Economic growth","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":[0.000785952,0.0001058145,0.0001659987,0.0007859089,0.0009901701,0.0007817273,0.0006288086,0.0004080439,0.007300335],"category_scores_gemma":[0.007338272,0.0001653099,0.0003850579,0.0009931816,0.0003143831,0.0007240018,0.001407359,0.0009302802,0.0004786639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616778,"about_ca_system_score_gemma":0.002861576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02650584,"about_ca_topic_score_gemma":0.09687185,"domain_scores_codex":[0.9984863,0.0005036061,0.000157607,0.0001365326,0.0003173576,0.0003986788],"domain_scores_gemma":[0.9921117,0.001004012,0.004750702,0.0001799041,0.0004869694,0.001466724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005221843,0.0004399575,0.9358488,0.0002242465,0.0000818712,0.0001638423,0.0004573408,0.0001497998,0.0002870226,0.0003991044,0.007399279,0.05449658],"study_design_scores_gemma":[0.00002503127,0.000296019,0.9912004,0.000476754,0.00005138602,0.0003901862,0.001537454,0.0003869342,0.000178894,0.0001940765,0.005251121,0.000011648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810666,0.001918191,0.0004669087,0.004559882,0.00006457189,0.0001703545,0.003136824,0.00004027433,0.008576327],"genre_scores_gemma":[0.9941723,0.001234557,0.0009068773,0.001516529,0.00009212468,0.0001021539,0.0008691006,0.000005617927,0.001100898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02650584,"threshold_uncertainty_score":0.05270314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856531456029789,"score_gpt":0.3151879397463523,"score_spread":0.2766226251860544,"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."}}