{"id":"W2944473409","doi":"10.1177/2167696819847324","title":"Identifying and Predicting Multiple Trajectories of Alcohol Dependence Symptoms in a Canadian Sample of Emerging Adults","year":2019,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Impulsivity; Psychology; Coping (psychology); Young adult; Latent class model; Longitudinal study; Longitudinal sample; Longitudinal data; Latent growth modeling; Clinical psychology; Developmental psychology; Demography; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002438706,0.0001777182,0.0004408252,0.0003827831,0.00006019759,0.000007309347,0.0000866599,0.00007392499,0.00006985527],"category_scores_gemma":[0.000438649,0.0001687559,0.00007884159,0.000424641,0.00005584812,0.0002029449,0.00002637794,0.0001464293,0.00000285693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171749,"about_ca_system_score_gemma":0.0001448663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1183271,"about_ca_topic_score_gemma":0.2385866,"domain_scores_codex":[0.9985108,0.00003289844,0.0004482123,0.000303302,0.0002647515,0.0004400118],"domain_scores_gemma":[0.9990912,0.0002252137,0.0001579291,0.000248315,0.0001067077,0.0001706037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001101374,0.0000409677,0.9660619,0.0002927525,0.00007822498,0.0000153073,0.02741038,0.00002733459,0.001821795,0.00004196813,0.000002612789,0.00409657],"study_design_scores_gemma":[0.005364889,0.0001348411,0.9653097,0.002219597,0.00008118887,0.00001723855,0.01730201,0.002319441,0.006996318,0.00006140047,0.00001893122,0.0001744007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978221,0.001277494,0.00003004555,0.00004667354,0.0001693388,0.0004160573,0.00001396896,0.00003551842,0.0001888021],"genre_scores_gemma":[0.9980607,0.0001595535,0.001622481,0.00002097182,0.00003236912,0.00001467552,0.00002021831,0.00002675539,0.00004224796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202596,"threshold_uncertainty_score":0.8875441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498295247019872,"score_gpt":0.2742811544834087,"score_spread":0.25929820201321,"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."}}