{"id":"W4404432137","doi":"10.1016/j.drugalcdep.2024.112495","title":"The burden of alcohol and substance use disorders in adolescents and young adults","year":2024,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Substance use; Alcohol; Psychiatry; Medicine; Young adult; Psychology; Environmental health; Gerontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004012878,0.0001515941,0.0002888269,0.001080795,0.0005194816,0.0008479021,0.0002631718,0.0005526093,0.002237682],"category_scores_gemma":[0.001880796,0.0002337263,0.0005217934,0.001439819,0.0002854218,0.0009305199,0.0009500617,0.0007555669,0.000207957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006855782,"about_ca_system_score_gemma":0.00128309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04532483,"about_ca_topic_score_gemma":0.06378397,"domain_scores_codex":[0.9995112,0.0001176778,0.00005058117,0.00005227889,0.000102726,0.0001654081],"domain_scores_gemma":[0.9987128,0.0001170443,0.0005644484,0.00002912179,0.0001554713,0.0004211238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001774248,0.00003455273,0.9941289,0.00001874628,0.00003385799,0.00009763594,0.0001631093,0.00002965927,0.00004594059,0.000100893,0.0005479417,0.004781036],"study_design_scores_gemma":[0.000001382539,0.000017363,0.9985958,0.00003111719,0.00001328836,0.0001176504,0.0006861019,0.00004954281,0.00001198464,0.00004225171,0.0004319068,0.000001616183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910367,0.003315986,0.00004958498,0.001972891,0.00006956466,0.0000117188,0.001509207,0.000004324291,0.002030174],"genre_scores_gemma":[0.9947098,0.003810676,0.00004288205,0.000205943,0.00009069683,0.000008643188,0.000669153,0.000001873718,0.0004602507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04532483,"threshold_uncertainty_score":0.09012204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656189013272741,"score_gpt":0.269827838673436,"score_spread":0.2532659485407086,"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."}}