{"id":"W2942915456","doi":"10.1097/cxa.0000000000000032","title":"Youth Require Tailored Treatment for Opioid Use and Mental Health Problems: A Comparison with Adults","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Polysubstance dependence; Mental health; Psychiatry; Substance use; Medicine; Intervention (counseling); Young adult; Substance abuse; Depression (economics); Harm reduction; Harm; Psychology; Clinical psychology; Public health; Gerontology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001218127,0.000110118,0.000240571,0.0001177929,0.000361169,0.00003914386,0.00003384576,0.00003076594,0.00002033226],"category_scores_gemma":[0.00001464588,0.00005863886,0.00005126134,0.00008670884,0.000130378,0.0001912767,0.000001416738,0.00006228279,0.000001523147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005983528,"about_ca_system_score_gemma":0.0006802006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005418005,"about_ca_topic_score_gemma":0.3203318,"domain_scores_codex":[0.9993392,0.00002510962,0.0002282366,0.00008860492,0.0001138002,0.0002050365],"domain_scores_gemma":[0.9991573,0.00002570445,0.0002154396,0.000105025,0.000158689,0.0003378107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008904124,0.0002205699,0.7217057,0.00005612744,0.001501542,0.00003586127,0.2049255,0.00001633874,0.0000605337,0.0001663982,0.01254838,0.04985895],"study_design_scores_gemma":[0.09829411,0.1196052,0.5534766,0.007601146,0.002993462,0.002925549,0.09322795,0.002030562,0.002694248,0.0002667731,0.1159534,0.000930936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942495,0.001393196,0.00007746939,0.003316347,0.0001901679,0.000693137,0.00003507268,0.000008527189,0.00003661361],"genre_scores_gemma":[0.9985391,0.0001548314,0.0005122082,0.000267694,0.0002532936,0.000007972112,0.00004408849,0.00001449208,0.000206294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3149138,"threshold_uncertainty_score":0.8190439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04969169185269488,"score_gpt":0.2813265640666258,"score_spread":0.2316348722139309,"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."}}