{"id":"W4221061856","doi":"10.3390/brainsci12030352","title":"Substance Abuse in Emerging Adults: The Role of Neuromelanin and Ventral Striatal Response to Social and Monetary Rewards","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"National Institute of Child Health and Human Development; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; National Institute on Aging; National Institute of Mental Health; Temple University; Myer and Rosaline Feinstein Center for American Jewish History, Temple University","keywords":"Ventral striatum; Substantia nigra; Reward system; Psychology; Dopamine; Functional magnetic resonance imaging; Striatum; Substance abuse; Neuroscience; Neuromelanin; Ventral tegmental area; Addiction; Psychiatry; Dopaminergic","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002415426,0.0002477948,0.0002635688,0.0003025445,0.0003127336,0.0005936564,0.0001975932,0.0003908933,0.001170133],"category_scores_gemma":[0.0006558447,0.0001581152,0.0002205695,0.0002066622,0.0002324988,0.0003606292,0.0003463598,0.0006111522,0.0001187893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000218513,"about_ca_system_score_gemma":0.0002060524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005980404,"about_ca_topic_score_gemma":0.02370437,"domain_scores_codex":[0.999915,0.00001817482,0.000006114872,0.00002588189,0.00001864291,0.00001629105],"domain_scores_gemma":[0.9996965,0.00002869422,0.0001450214,0.0000112323,0.0000383257,0.0000802105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002731907,0.0001163227,0.9819187,0.0000465838,0.00009602441,0.0003031871,0.0003284556,0.00002617569,0.005171382,0.00006390538,0.0001035306,0.01155258],"study_design_scores_gemma":[0.000001532331,0.00005033455,0.9992881,0.000008889737,0.00001147353,0.0001974104,0.0001376199,0.00005712617,0.0001425678,0.00002838431,0.00007505979,0.000001495913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99778,0.001179793,0.00009389297,0.0001448238,0.000006691648,0.000007471084,0.000105568,0.000002342846,0.0006794129],"genre_scores_gemma":[0.9982516,0.0008328109,0.0002765407,0.00009612476,0.0000109767,0.000007855592,0.0001307521,0.00000268048,0.000390554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005980404,"threshold_uncertainty_score":0.01189119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582838336588302,"score_gpt":0.2865399150573664,"score_spread":0.2607115316914834,"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."}}