{"id":"W2731347907","doi":"10.1016/j.addbeh.2017.06.022","title":"Process variables predicting changes in adolescent alcohol consumption and mental health symptoms following personality-targeted interventions","year":2017,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal; McGill University","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Psychological intervention; Mental health; Psychology; Clinical psychology; Personality; Addiction; Intervention (counseling); Cognition; Big Five personality traits; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002741997,0.0001984038,0.0003718827,0.0001538434,0.0004943766,0.00004554815,0.00008755342,0.00007508332,0.00008343965],"category_scores_gemma":[0.00006098374,0.0001796982,0.0001327194,0.00006457645,0.0001415768,0.0002696776,0.00004654841,0.0001924621,0.000004459669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002891824,"about_ca_system_score_gemma":0.00006044926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001578075,"about_ca_topic_score_gemma":0.001134801,"domain_scores_codex":[0.9987659,0.00005342823,0.0002645955,0.0003544222,0.0002418121,0.0003198359],"domain_scores_gemma":[0.9993209,0.0000287456,0.000226635,0.0002380566,0.00003963236,0.0001460682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001003721,0.0003470093,0.9893456,0.00009643331,0.0001137593,0.00003162658,0.005087552,2.005815e-7,0.0003439349,0.00001819912,0.00003444782,0.004480896],"study_design_scores_gemma":[0.004149219,0.0002414283,0.9890244,0.002344558,0.000220309,0.00001771336,0.003164199,0.00005073615,0.0006252505,0.000008932068,0.00001615288,0.0001371238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963771,0.001346252,0.00001515408,0.0008706856,0.0002444742,0.0009567805,0.00004396781,0.00007901087,0.00006655839],"genre_scores_gemma":[0.9990407,0.0002194836,0.0001026362,0.0001231626,0.00004713545,0.0001432569,0.0001571846,0.00002384464,0.0001426159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004343772,"threshold_uncertainty_score":0.7327878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06539769948454621,"score_gpt":0.3854378927383198,"score_spread":0.3200401932537736,"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."}}