{"id":"W4321004530","doi":"10.1111/eip.13385","title":"Preexisting mental health disorders and risk of opioid use disorder in young people: A case‐control study","year":2023,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta","funders":"Children's Hospital Foundation; Stollery Children’s Hospital Foundation; Women and Children's Health Research Institute; Children's Health Research Institute; Alberta Health Services","keywords":"Anxiety; Psychiatry; Medicine; Mental health; Opioid use disorder; Population; Anxiety disorder; Major depressive disorder; Prevalence of mental disorders; Alcohol use disorder; Alcohol; Opioid; Internal medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0006363117,0.0002118357,0.000448539,0.0005454986,0.00008515663,0.00003061491,0.00006565981,0.00006356282,0.00004702912],"category_scores_gemma":[0.00009699695,0.0002072292,0.0001589999,0.0007218718,0.00003694082,0.0001830965,0.00006189189,0.0002756434,0.000009394692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000975337,"about_ca_system_score_gemma":0.00006034239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04126057,"about_ca_topic_score_gemma":0.250274,"domain_scores_codex":[0.9978824,0.0003158087,0.0008157978,0.0004125253,0.0002442936,0.0003291408],"domain_scores_gemma":[0.9992321,0.00007081261,0.0002873687,0.0002940433,0.00002657557,0.00008909449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002721442,0.002802615,0.9745929,0.0003346773,0.0001964496,0.00001738133,0.01527048,0.00002363753,0.000001027541,0.00003910547,0.00009487262,0.006354762],"study_design_scores_gemma":[0.01157414,0.002013772,0.9580073,0.0005846575,0.0000884074,0.00004327454,0.02655837,0.000812542,2.697106e-7,0.0001785915,0.000007525796,0.0001311041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946947,0.001291073,0.00008134058,0.0006555614,0.0007987562,0.002213513,0.0001513477,0.00006956907,0.00004414317],"genre_scores_gemma":[0.9988536,0.0004271042,0.0002727748,0.00001498015,0.00002543828,0.0001907197,0.00004019695,0.0000366997,0.0001384498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2090135,"threshold_uncertainty_score":0.9651238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018815070945501,"score_gpt":0.3109817294412525,"score_spread":0.3007935787317975,"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."}}