{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042357,0.0004748566,0.0003887055,0.001340772,0.003108516,0.001172442,0.001115614,0.0004339143,0.0009266978],"category_scores_gemma":[0.001704017,0.0005161043,0.0006210302,0.001778779,0.0005019215,0.0005077113,0.001160944,0.00136319,0.0001804806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008196712,"about_ca_system_score_gemma":0.0113665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9740398,"about_ca_topic_score_gemma":0.9885353,"domain_scores_codex":[0.9995055,0.00005102481,0.00002885391,0.00007655073,0.0001524766,0.0001854984],"domain_scores_gemma":[0.9990931,0.00005997402,0.0001670588,0.00004597038,0.0003793433,0.000254544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000290042,0.00004698266,0.9968547,0.000005975761,0.0000143936,0.00002787902,0.0007371934,0.00002891814,0.0001283835,0.00002875026,0.0001534117,0.001944296],"study_design_scores_gemma":[0.000003407778,0.0000277768,0.9976859,0.000008104164,0.000009545844,0.00003313862,0.001693036,0.0002416133,0.00003676306,0.0000149452,0.0002413095,0.000004463482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986683,0.00009636924,0.00009172985,0.00006759775,0.000003316991,0.00004415861,0.0006187173,0.000003174248,0.0004065855],"genre_scores_gemma":[0.9972479,0.0002432668,0.0004862601,0.0000546775,0.000002325325,0.00003154385,0.001278274,0.000003634512,0.0006520076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596021,"threshold_uncertainty_score":0.05947161,"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."}}