{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001168687,0.0003554145,0.0006368995,0.0002229653,0.00008282984,0.00002891291,0.00006099114,0.0001092052,0.00009850531],"category_scores_gemma":[0.00004830104,0.0002818263,0.0001785355,0.0001907745,0.0000529216,0.0002468797,0.000008098171,0.00007129024,0.0001096411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002455256,"about_ca_system_score_gemma":0.0007442121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006815043,"about_ca_topic_score_gemma":0.01304083,"domain_scores_codex":[0.9978778,0.00007160912,0.0005285522,0.0005876966,0.0002717618,0.0006625704],"domain_scores_gemma":[0.9985276,0.0003203375,0.0001539978,0.0006360029,0.00005010401,0.0003119284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001714192,0.004342719,0.9027237,0.001010353,0.0002694733,0.000009050472,0.03058757,0.0001328434,0.00005571095,0.00127398,0.001534243,0.05634619],"study_design_scores_gemma":[0.03253734,0.01436991,0.5471177,0.0006163024,0.0001611764,0.00001322584,0.02228691,0.001319936,0.0004625849,0.0003812672,0.3800494,0.0006842678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820569,0.002233573,0.0001258798,0.007648176,0.0003885026,0.006662309,0.0003118355,0.0001405754,0.0004323195],"genre_scores_gemma":[0.9800359,0.007513449,0.001899314,0.0002053289,0.00004266883,0.001568899,0.0007818183,0.00005347404,0.007899159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3785152,"threshold_uncertainty_score":0.9999634,"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."}}