{"id":"W3158605714","doi":"10.1037/adb0000744","title":"Simultaneous trajectories of alcohol and cannabis use from adolescence to emerging adulthood: Associations with role transitions and functional outcomes.","year":2021,"lang":"en","type":"article","venue":"Psychology of Addictive Behaviors","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Cannabis; Psychology; Young adult; Trajectory; Developmental psychology; Poison control; Injury prevention; Longitudinal study; Psychiatry; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00009325762,0.0001883328,0.000395179,0.0001713295,0.0001348137,0.0000138218,0.00007591683,0.0001587819,0.0004079146],"category_scores_gemma":[0.00007410764,0.0001908666,0.00007326054,0.0002794753,0.000284402,0.0001193369,0.00001692078,0.0002109971,0.000004265012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002662985,"about_ca_system_score_gemma":0.00004772613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111154,"about_ca_topic_score_gemma":0.001757494,"domain_scores_codex":[0.9985983,0.0001674648,0.0003325063,0.000477276,0.000189746,0.0002346403],"domain_scores_gemma":[0.9989002,0.0001801779,0.0001657001,0.0002815599,0.0003563635,0.0001159607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003829156,0.0008158587,0.9684601,0.000005108057,0.0003773154,0.00006092825,0.01482079,0.00002523765,0.01125189,0.0003046214,0.000339664,0.003155572],"study_design_scores_gemma":[0.001740474,0.0002505482,0.9920578,0.00002792996,0.0002463748,0.00003252683,0.004456646,0.000002436702,0.0006711007,0.0001885909,0.0001528252,0.0001727255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952853,0.0002839686,0.001132867,0.0008619537,0.0004579643,0.0002525506,0.001425741,0.00002995394,0.0002696849],"genre_scores_gemma":[0.9983076,0.00003194395,0.0007886081,0.000352639,0.00003947335,0.00005313717,0.0001015221,0.0000248121,0.0003002167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02359772,"threshold_uncertainty_score":0.7783312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174576132979083,"score_gpt":0.3218129549062304,"score_spread":0.3000671935764396,"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."}}