{"id":"W3012301731","doi":"10.1186/s13011-020-00264-8","title":"PTSD and opioid use: implications for intervention and policy","year":2020,"lang":"en","type":"letter","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; British Columbia Centre on Substance Use","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Opioid overdose; Mental health; Public health; Context (archaeology); Health care; Mental illness; Psychiatry; Legislature; Intervention (counseling); Opioid use disorder; Polysubstance dependence; Substance abuse; Opioid; Nursing; Political science; (+)-Naloxone","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.008542154,0.0005126389,0.001104831,0.001625923,0.003345663,0.006463637,0.002603681,0.01049611,0.03963357],"category_scores_gemma":[0.03168325,0.0004552508,0.001231922,0.001843294,0.005326351,0.007167511,0.006475563,0.00960888,0.001664898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01265889,"about_ca_system_score_gemma":0.08392294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06208761,"about_ca_topic_score_gemma":0.07493017,"domain_scores_codex":[0.9940863,0.003561727,0.000205645,0.0003053229,0.0005395521,0.001301518],"domain_scores_gemma":[0.9734623,0.01452357,0.001412516,0.0002650279,0.002980381,0.007356138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000335616,0.00104122,0.02543124,0.006949434,0.0002907724,0.001016322,0.003936389,0.00245296,0.0001763292,0.2903952,0.4047436,0.263231],"study_design_scores_gemma":[0.0003153772,0.0004320815,0.04107805,0.06809743,0.0004545409,0.0008330353,0.05493819,0.003623522,0.0001994546,0.4864211,0.3434015,0.0002057308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002607384,0.04452991,0.0004455876,0.9425632,0.001135868,0.000053301,0.000234441,0.00001488933,0.008415322],"genre_scores_gemma":[0.3217161,0.3001863,0.004600935,0.3539287,0.00933854,0.001267784,0.0008310236,0.00004363908,0.008086999],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06208761,"threshold_uncertainty_score":0.1325875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04050663078870024,"score_gpt":0.3500920252806002,"score_spread":0.3095853944918999,"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."}}