{"id":"W3047188326","doi":"10.3389/fnhum.2020.00298","title":"Adolescent Substance Use and the Brain: Behavioral, Cognitive and Neuroimaging Correlates","year":2020,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Neuroimaging; Novelty seeking; Novelty; Impulsivity; Psychology; Cognition; Substance use; Addiction; Clinical psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002170315,0.0003212302,0.0003366208,0.0001395528,0.0005254422,0.000557209,0.0006162229,0.00004892347,0.000006075447],"category_scores_gemma":[0.0007759329,0.0002668296,0.00005552161,0.0007476389,0.003579525,0.001181511,0.0001905271,0.0007326183,0.000001719884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002173844,"about_ca_system_score_gemma":0.00002248592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001496544,"about_ca_topic_score_gemma":0.000004075832,"domain_scores_codex":[0.9968486,0.0004387741,0.0003918586,0.001284639,0.0004782228,0.0005579011],"domain_scores_gemma":[0.9989768,0.0003006337,0.0001563423,0.0002734388,0.0000324182,0.0002604032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002729715,0.0001471306,0.5576453,0.0000378874,6.222295e-7,0.0004059802,0.004729732,0.00006330781,0.4324965,0.0005603043,0.001255584,0.002384766],"study_design_scores_gemma":[0.01378971,0.001022291,0.7773982,0.0005043702,0.0001378968,0.0004732747,0.001344362,0.02489602,0.1743076,0.00096717,0.002939395,0.002219721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927454,0.0001392315,0.0017514,0.00363551,0.0006238177,0.0009456237,0.00002125684,0.0001130798,0.00002470289],"genre_scores_gemma":[0.9783635,0.0001763002,0.00008111759,0.02121708,0.00002574807,0.00004875181,4.513103e-7,0.00003737923,0.0000496979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2581889,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07447528225243781,"score_gpt":0.296069683243928,"score_spread":0.2215944009914902,"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."}}