{"id":"W2166577137","doi":"10.1016/j.jsat.2014.12.004","title":"The Relationship Between Psychosocial Features of Emerging Adulthood and Substance Use Change Motivation in Youth","year":2014,"lang":"en","type":"article","venue":"Journal of Substance Abuse Treatment","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto","keywords":"Psychosocial; Psychology; Mental health; Substance abuse; Young adult; Clinical psychology; Substance use; Developmental psychology; Psychiatry","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":[0.0007237956,0.0002233861,0.000362457,0.0009995821,0.001193652,0.001607323,0.0004363034,0.0006809358,0.001736528],"category_scores_gemma":[0.003218731,0.0002886318,0.0005402665,0.0007453202,0.0006178513,0.0006688187,0.001067284,0.001399128,0.0001035291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007780846,"about_ca_system_score_gemma":0.001032398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123904,"about_ca_topic_score_gemma":0.02787986,"domain_scores_codex":[0.9995577,0.0001221339,0.00004475066,0.00004280127,0.00008021756,0.0001524274],"domain_scores_gemma":[0.9971672,0.000493972,0.001041621,0.00006494583,0.0002107852,0.001021454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002738878,0.0001797843,0.9979419,0.00000324023,0.00001704118,0.00006357439,0.0003027407,0.00001356835,0.00005829853,0.00003439236,0.00002424161,0.001333656],"study_design_scores_gemma":[0.000001610708,0.00004913341,0.9986846,0.000003727231,0.000008268342,0.00006779615,0.00105476,0.00004461578,0.00002131458,0.00002090868,0.00004139058,0.00000174859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994512,0.0001026417,0.000008038856,0.00005369733,0.000004148053,0.000004501385,0.00002006035,9.594327e-7,0.0003546666],"genre_scores_gemma":[0.9997619,0.00006700704,0.00001806193,0.00001282074,0.000003684565,0.000003130857,0.00002744375,5.728908e-7,0.0001054146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123904,"threshold_uncertainty_score":0.02234727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056179947721568,"score_gpt":0.33454039415646,"score_spread":0.2289223993843031,"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."}}