{"id":"W3158477066","doi":"10.1016/j.biopsych.2021.02.810","title":"Characterizing Reward System Neural Trajectories From Adolescence to Young Adulthood","year":2021,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Mental Health Research Topics","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychology; Young adult; Task (project management); Reward system; Longitudinal study; Developmental psychology; Neural system; Neuroscience; Cognitive psychology; Medicine","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":[0.0002336646,0.00009115245,0.0001096488,0.0005054635,0.0002584939,0.0005674238,0.000142542,0.0001925794,0.001199146],"category_scores_gemma":[0.001084613,0.0001134835,0.000127908,0.0003294114,0.0001418259,0.0003080486,0.0003792178,0.0003485147,0.0001790723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002740065,"about_ca_system_score_gemma":0.000381305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007165509,"about_ca_topic_score_gemma":0.02444279,"domain_scores_codex":[0.9999545,0.000007055166,0.000002233872,0.00001321226,0.000006290699,0.00001664624],"domain_scores_gemma":[0.9997013,0.00007640744,0.0000814334,0.00001689865,0.00006669055,0.00005724388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001813499,0.00006078188,0.9640834,0.0000326577,0.00004332313,0.0001628144,0.0006402924,0.0002526232,0.005921646,0.0004400267,0.000316092,0.0278651],"study_design_scores_gemma":[7.429639e-7,0.00004148441,0.9986498,0.00001177326,0.000007289033,0.0001055693,0.0002764553,0.000125345,0.0003370005,0.00010448,0.0003387862,0.000001321097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976925,0.0005304344,0.0003448602,0.00006925208,0.000004253981,0.000005439907,0.0003145715,0.000005064993,0.001033702],"genre_scores_gemma":[0.9983601,0.0004857576,0.0002952676,0.0000198976,0.000002819304,0.000008878195,0.0002719391,0.000003681645,0.0005516299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007165509,"threshold_uncertainty_score":0.01424766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07351709233900872,"score_gpt":0.3700362323336815,"score_spread":0.2965191399946728,"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."}}