{"id":"W2809527141","doi":"10.1016/j.drugalcdep.2018.05.015","title":"Transitions in the use of multiple substances from adolescence to young adulthood","year":2018,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University; University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Young adult; Psychology; Developmental psychology; Early adulthood","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":[0.00008889477,0.0001105293,0.0001879885,0.00006304902,0.00006774985,0.00001904729,0.0000994127,0.00003237118,0.0000274142],"category_scores_gemma":[0.00006379715,0.00007191648,0.00004195234,0.0002493366,0.0001064057,0.0001728017,0.000009822085,0.00009165189,0.00001754945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001298537,"about_ca_system_score_gemma":0.00002196799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003396722,"about_ca_topic_score_gemma":0.008326755,"domain_scores_codex":[0.9991644,0.00004190984,0.0001789653,0.0002246538,0.0002217788,0.0001683158],"domain_scores_gemma":[0.9994268,0.0001671958,0.00003659708,0.0002419544,0.0000641196,0.00006330054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001900696,0.0001058675,0.968725,0.000007907042,0.00001738524,0.00004353823,0.02412229,0.000002601756,0.003814604,0.00006315875,0.0001814694,0.002726139],"study_design_scores_gemma":[0.001761717,0.00008242539,0.978062,0.0003997122,0.00006562884,0.00001783327,0.007212125,0.0002577994,0.01181639,0.00007439393,0.0001333891,0.0001165399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979802,0.0004063173,0.0002286953,0.0008621732,0.00007552114,0.0003196987,0.00001962664,0.00001937448,0.00008834093],"genre_scores_gemma":[0.9972892,0.000143064,0.001726694,0.0006643453,0.00006557186,0.00002049362,0.00001079743,0.000006977495,0.00007288247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01691016,"threshold_uncertainty_score":0.4646525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05342024773403914,"score_gpt":0.2911788724375507,"score_spread":0.2377586247035116,"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."}}