{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002194682,0.0002301207,0.0002770609,0.0005725237,0.0001473519,0.0006483563,0.0001588763,0.0003018032,0.001186247],"category_scores_gemma":[0.0004982347,0.0001381933,0.0002221084,0.0005211224,0.0003258351,0.0004577569,0.0003238984,0.0004357911,0.0001762314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811535,"about_ca_system_score_gemma":0.0002953373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002364132,"about_ca_topic_score_gemma":0.005912834,"domain_scores_codex":[0.9999368,0.00001352753,0.000005795294,0.00001900341,0.00001508285,0.000009656332],"domain_scores_gemma":[0.999822,0.00004896191,0.00006555842,0.000005797425,0.00003968499,0.00001810059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007270582,0.0002897045,0.4022398,0.00476403,0.001141271,0.00256243,0.001619935,0.0007512468,0.06450415,0.005492079,0.004429425,0.5114789],"study_design_scores_gemma":[0.000006641629,0.0001648748,0.9806388,0.0005103902,0.0001966753,0.003188891,0.0004696911,0.0002425716,0.001913852,0.002613219,0.01003664,0.00001763781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4940097,0.4854005,0.003421071,0.002034972,0.0001292284,0.00004580202,0.001725959,0.00005729972,0.01317543],"genre_scores_gemma":[0.7388826,0.2534809,0.00393796,0.0004742371,0.0002302867,0.00005710795,0.0008333463,0.00002294702,0.002080625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002364132,"threshold_uncertainty_score":0.00470078,"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."}}