{"id":"W4309669579","doi":"10.1177/11782218221138335","title":"Predictors of Retention and Drug Use Among Patients With Opioid Use Disorder Transferred to a Specialty “Second Chance” Methadone Program","year":2022,"lang":"en","type":"article","venue":"Substance Abuse Research and Treatment","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"National Institute on Drug Abuse; Michigan Department of Health and Human Services","keywords":"Methadone; Medicine; Opioid use disorder; Abstinence; Specialty; Medical prescription; Methadone maintenance; Retention rate; Opioid; Psychiatry; Substance abuse; Emergency medicine; Internal medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0002388497,0.0002924431,0.0004760676,0.0003629604,0.0003299601,0.00006688172,0.00007544108,0.00004519317,0.00009899909],"category_scores_gemma":[0.00002036797,0.0002183594,0.00007008825,0.0007368212,0.0002744274,0.0003142281,0.0000339962,0.0002304449,0.000001602202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004050317,"about_ca_system_score_gemma":0.0001083197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008323106,"about_ca_topic_score_gemma":0.006942075,"domain_scores_codex":[0.9972382,0.000196526,0.0003164792,0.0006762516,0.0009744046,0.0005981748],"domain_scores_gemma":[0.9985961,0.000152497,0.00006740574,0.0004699098,0.0002864053,0.0004276663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003765803,0.005162925,0.9643955,0.0001095324,0.0005398988,0.00006802189,0.01590658,0.000006156641,0.00005590125,0.00002832345,0.00009187563,0.009869523],"study_design_scores_gemma":[0.009687155,0.01073605,0.9728287,0.0001531329,0.0001569785,0.000003556358,0.001859687,0.00001967037,0.0007821593,0.00002821748,0.003554725,0.0001899724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924635,0.001252023,0.000009822972,0.0001290716,0.00005572311,0.00561028,0.0003913531,0.00005511489,0.00003310981],"genre_scores_gemma":[0.992878,0.002545309,0.0007317014,0.00001249323,0.00002363603,0.00220323,0.0003864817,0.00005144004,0.001167764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01404689,"threshold_uncertainty_score":0.8904439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03287768470977626,"score_gpt":0.2985282015287534,"score_spread":0.2656505168189771,"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."}}