{"id":"W4323348820","doi":"10.1007/s00127-023-02454-8","title":"Longitudinal patterns of polysubstance use throughout adolescence: association with adult substance use and psychosocial outcomes controlling for preadolescent risk factors in a male cohort","year":2023,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Cegep Edouard Montpetit; Research Unit on Children's Psychosocial Maladjustment; Université du Québec à Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychosocial; Polysubstance dependence; Medicine; Substance abuse; Cohort; Psychology; Young adult; Psychiatry; Substance use; Poison control; Clinical psychology; Demography; Gerontology; Environmental health; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004980651,0.0002632717,0.0002636274,0.0007560685,0.0007884504,0.0007674595,0.0004974081,0.0004382634,0.001475139],"category_scores_gemma":[0.001026277,0.0004090376,0.0005685792,0.0007600808,0.0002583826,0.0006183356,0.0008381998,0.000819269,0.0002931386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004125039,"about_ca_system_score_gemma":0.0006446319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03407511,"about_ca_topic_score_gemma":0.0462826,"domain_scores_codex":[0.9996828,0.00006401862,0.00002302138,0.00008309662,0.00004209529,0.0001050243],"domain_scores_gemma":[0.9990464,0.00008711775,0.0002976333,0.0001029003,0.0001528347,0.0003132029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006134897,0.00006177914,0.9989148,0.000001250983,0.00002881198,0.00003414952,0.0001281962,0.00001033275,0.0001815681,0.00001238757,0.00003699465,0.0005282615],"study_design_scores_gemma":[0.000001409898,0.00004227496,0.9994557,0.000001275903,0.00001079355,0.0000639992,0.0002694344,0.00006777782,0.00003335831,0.000004999943,0.00004750604,0.000001501884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995011,0.00006276844,0.00004614997,0.00002466677,0.000002100078,0.000002996617,0.0002467672,0.000002696798,0.0001107462],"genre_scores_gemma":[0.9989514,0.00008872578,0.00006735954,0.00001383552,0.000004230058,0.000005581834,0.0004366334,0.000002585915,0.0004295637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03407511,"threshold_uncertainty_score":0.06775355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04718956496140358,"score_gpt":0.3343448768068015,"score_spread":0.2871553118453979,"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."}}