{"id":"W4398239294","doi":"10.1002/jcv2.12241","title":"Diverging trends in alcohol use and mental health in Australian adolescents: A cross‐cohort comparison of trends in co‐occurrence","year":2024,"lang":"en","type":"article","venue":"JCPP Advances","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Paul Ramsay Foundation; Canadian Institutes of Health Research; China Scholarship Council; University of Queensland; Northwestern University; Deakin University; University of Sydney; Curtin University of Technology; University of New South Wales; Australian Rotary Health","keywords":"Distress; Alcohol; Demography; Cohort; Medicine; Cohort study; Psychological distress; Mental health; Psychology; Psychiatry; Clinical psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001496289,0.0001871577,0.0005369612,0.0008009127,0.00002675384,0.00003176775,0.00006109656,0.00005042893,0.00007163377],"category_scores_gemma":[0.00001032867,0.0001584292,0.0000571456,0.0008815074,0.0001056504,0.0005300554,0.00001703471,0.0002148618,0.000002641046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036275,"about_ca_system_score_gemma":0.00002950365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002851049,"about_ca_topic_score_gemma":0.006169266,"domain_scores_codex":[0.9985955,0.00003842985,0.0004813898,0.0003548566,0.0002015953,0.000328228],"domain_scores_gemma":[0.9996503,0.00004163237,0.00007954981,0.0001357088,0.00001030415,0.00008250706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001831078,0.0001997664,0.8927246,0.0000899123,0.00001630168,0.00005354207,0.002827809,0.00003614531,0.00003018946,0.00001329293,0.0002337558,0.1035915],"study_design_scores_gemma":[0.002949168,0.0001399412,0.9929153,0.00129591,0.00001256884,0.00000576928,0.0008655743,0.0003357567,0.0001975381,0.00001228621,0.001144795,0.0001254002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920338,0.006714806,9.423271e-7,0.0007005923,0.0001845103,0.0001731343,0.00005284417,0.00003234552,0.0001070745],"genre_scores_gemma":[0.9981384,0.001033865,0.0001339778,0.00006023426,0.00001881523,0.00001134316,0.0002573573,0.00000879803,0.0003372571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1034661,"threshold_uncertainty_score":0.6460554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06356464560568616,"score_gpt":0.4325703921495083,"score_spread":0.3690057465438222,"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."}}