{"id":"W4396223261","doi":"10.1017/s0033291724000989","title":"The long-term effectiveness of a personality-targeted substance use prevention program on aggression from adolescence to early adulthood","year":2024,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Aggression; Impulsivity; Sensation seeking; Psychology; Personality; Anxiety; Clinical psychology; Poison control; Injury prevention; Psychiatry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006654998,0.0002401613,0.0003142798,0.0000751519,0.0001491711,0.0000400134,0.0002882206,0.0001505362,0.0003685346],"category_scores_gemma":[0.0001476767,0.0001301681,0.0001362881,0.0004972353,0.0002229963,0.0000574445,0.00002452313,0.0003933883,0.0001742901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004675173,"about_ca_system_score_gemma":0.000008009562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004083785,"about_ca_topic_score_gemma":0.00001083301,"domain_scores_codex":[0.9975603,0.0005122569,0.0004211905,0.0006878033,0.0004695536,0.000348881],"domain_scores_gemma":[0.9986019,0.000712456,0.00009722482,0.000313738,0.0000893467,0.0001853234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005944154,0.003594021,0.08724986,0.0002533676,0.000244283,0.0001162628,0.003697437,8.328408e-7,0.004809099,0.006569054,0.004635993,0.8828856],"study_design_scores_gemma":[0.0009920992,0.001636788,0.9827902,0.0115053,0.00002822871,0.000005532092,0.00006692306,0.000001577176,0.0001143703,0.00202953,0.000669199,0.0001602933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882059,0.003506487,0.0006663683,0.002495099,0.003268967,0.001060717,0.00002670242,0.000161964,0.0006078452],"genre_scores_gemma":[0.9979355,0.000351265,0.0001039673,0.0004562035,0.000544123,0.0001411274,0.00006034646,0.00001759396,0.0003898418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8955403,"threshold_uncertainty_score":0.5308102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913233363914586,"score_gpt":0.3762543648670204,"score_spread":0.3271220312278745,"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."}}