{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004919783,0.0005775169,0.0007028892,0.0004492117,0.0002240883,0.0001518406,0.00006612516,0.0003594112,0.00001864437],"category_scores_gemma":[0.00004329153,0.0005081837,0.0002819238,0.000290779,0.0001484094,0.0002445087,0.00002271429,0.0002633696,0.000009583002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004308998,"about_ca_system_score_gemma":0.0002346627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005372423,"about_ca_topic_score_gemma":0.0002433967,"domain_scores_codex":[0.9980139,0.00008654807,0.0004946129,0.0008127799,0.0001444949,0.0004476737],"domain_scores_gemma":[0.9987823,0.0001340768,0.000276827,0.0004673409,0.00009834959,0.0002410789],"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":[0.001721566,0.003597267,0.06324434,0.008205879,0.007038792,0.0002256277,0.03954593,0.000001039325,0.0007112262,0.01750629,0.4478875,0.4103145],"study_design_scores_gemma":[0.01308836,0.002899009,0.06517674,0.001096498,0.00208133,0.000174124,0.0002752536,0.00002307976,0.0001628727,0.0101473,0.9041637,0.0007117938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2541234,0.01021611,0.0004667865,0.72852,0.0001211717,0.005033972,0.001071342,0.0002337635,0.0002134344],"genre_scores_gemma":[0.1668254,0.2573916,0.008094854,0.4527332,0.009689893,0.008173718,0.02041217,0.0007314159,0.07594772],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4562761,"threshold_uncertainty_score":0.999737,"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."}}