{"id":"W3134481523","doi":"10.1038/s41398-021-01260-7","title":"Differential predictors for alcohol use in adolescents as a function of familial risk","year":2021,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University","funders":"National Institute of Biomedical Imaging and Bioengineering; Fondation pour la Recherche Médicale; Horizon 2020 Framework Programme; National Institute of Mental Health; Medical Research Council; National Institute for Health and Care Research; National Institute on Aging; Sixth Framework Programme; Seventh Framework Programme; Fédération pour la Recherche sur le Cerveau; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; European Commission; Deutsche Forschungsgemeinschaft; King's College London; Fondation de France; Bundesministerium für Bildung und Forschung; South London and Maudsley NHS Foundation Trust; National Institutes of Health; U.S. Department of Health and Human Services; Fondation de l'Avenir pour la Recherche Médicale Appliquée; National Institute on Drug Abuse; Mission Interministérielle de Lutte Contre les Drogues et les Conduites Addictives; Science Foundation Ireland","keywords":"Psychology; Impulsivity; Extraversion and introversion; Alcohol Use Disorders Identification Test; Cohort; Sensation seeking; Clinical psychology; Family history; Personality; Big Five personality traits; Developmental psychology; Poison control; Medicine; Injury prevention; Social psychology","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":[0.0005543319,0.0002718569,0.0002289858,0.0006558844,0.0002861335,0.0004457214,0.0002081379,0.0002672404,0.0007173845],"category_scores_gemma":[0.002170918,0.0002186882,0.0003430065,0.000443074,0.0002413421,0.0002554537,0.0004487932,0.0005257963,0.00008370898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826629,"about_ca_system_score_gemma":0.0002463918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009897867,"about_ca_topic_score_gemma":0.01403356,"domain_scores_codex":[0.9997219,0.00007925513,0.00001932486,0.00008592732,0.00004810873,0.00004535013],"domain_scores_gemma":[0.9989987,0.0002457636,0.0003948915,0.00008306668,0.00008916931,0.0001884241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001850278,0.000005682382,0.9993673,7.156547e-7,0.000008785909,0.00002184737,0.0000557345,0.00002644049,0.0000687829,0.00001074408,0.000009935584,0.0004056239],"study_design_scores_gemma":[8.95758e-7,0.00001675909,0.9995251,0.000001531619,0.000007697225,0.0000709279,0.00008464779,0.0002197606,0.00003160817,0.00001882335,0.0000212718,0.000001010404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997786,0.00004311466,0.00004640896,0.00001017385,9.430148e-7,0.000001554307,0.00003714243,0.000001238915,0.00008082211],"genre_scores_gemma":[0.9997286,0.00003389139,0.00007997941,0.000002710118,0.000001428475,0.00000260151,0.00008707263,0.000001040497,0.00006258647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009897867,"threshold_uncertainty_score":0.0196805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359871248638356,"score_gpt":0.2799892909971733,"score_spread":0.2563905785107897,"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."}}