{"id":"W3036055483","doi":"10.1159/000508304","title":"Screened Attention Deficit/Hyperactivity Disorder as a Predictor of Substance Use Initiation and Escalation in Early Adulthood and the Role of Self-Reported Conduct Disorder and Sensation Seeking: A 5-Year Longitudinal Study with Young Adult Swiss Men","year":2020,"lang":"en","type":"article","venue":"European Addiction Research","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"China Scholarship Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Sensation seeking; Attention deficit hyperactivity disorder; Psychiatry; Ecstasy; Psychology; MDMA; Alcohol use disorder; Substance abuse; Medicine; Alcohol","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":[0.0007158274,0.0004467721,0.0003403782,0.001123736,0.0008393128,0.0008108122,0.0004539415,0.0009024169,0.001735696],"category_scores_gemma":[0.001271469,0.0005361668,0.001011367,0.001025133,0.0003199708,0.0005559548,0.0006700264,0.0008076471,0.0004008582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006297772,"about_ca_system_score_gemma":0.0007322361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05849152,"about_ca_topic_score_gemma":0.06703062,"domain_scores_codex":[0.999668,0.00007202308,0.00002621391,0.00008551084,0.00005689713,0.0000914445],"domain_scores_gemma":[0.9988582,0.0001106969,0.0004006191,0.00007617776,0.0001740005,0.0003803676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006163857,0.00004007946,0.9992533,0.000003470506,0.00002824645,0.00006321086,0.0001519497,0.00001547723,0.00009453775,0.000003726904,0.00003815306,0.0002462044],"study_design_scores_gemma":[0.000002488685,0.0000803751,0.9995931,0.000003077263,0.00001245031,0.00004751606,0.0001556557,0.00004631259,0.00001477658,0.000002969527,0.00003960646,0.000001830172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992976,0.0001348558,0.00002408642,0.00002142632,0.000003675717,0.000008298442,0.000366407,0.000002954023,0.0001406441],"genre_scores_gemma":[0.9988661,0.0001054516,0.00005236556,0.00001538815,0.000005558251,0.00001387786,0.0006166803,0.000001696707,0.0003227861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05849152,"threshold_uncertainty_score":0.1163021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06486985691740571,"score_gpt":0.3255926712288635,"score_spread":0.2607228143114578,"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."}}