{"id":"W4361287302","doi":"10.1503/jpn.220123","title":"Differential neural processing of value during decision-making in adults with attention-deficit/hyperactivity disorder and healthy controls","year":2023,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; National Health Research Institutes; Ministry of Science and Technology, Taiwan","keywords":"Attention deficit hyperactivity disorder; Psychology; Attention deficit disorder; Neuroscience; Differential (mechanical device); Methylphenidate; Value (mathematics); Medicine; Psychiatry; Clinical psychology; Cognitive psychology; Developmental psychology; Computer science; Machine learning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609086,0.0004416672,0.0002954722,0.0006689,0.0002773109,0.0005777557,0.0002155777,0.0004846231,0.00160264],"category_scores_gemma":[0.001251785,0.0001793736,0.0001424924,0.0002340497,0.0004555792,0.00031506,0.0002897089,0.000271013,0.0001073971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769977,"about_ca_system_score_gemma":0.0001323673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007757233,"about_ca_topic_score_gemma":0.01118802,"domain_scores_codex":[0.9998344,0.00001953495,0.00001945204,0.00006265413,0.00003568794,0.00002832382],"domain_scores_gemma":[0.999597,0.00009055908,0.0001770393,0.00002274703,0.00003928517,0.00007335489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001381277,0.000370478,0.9741966,0.0000659315,0.00009284524,0.0007841857,0.000951532,0.0001041706,0.01354568,0.00006985119,0.0001665253,0.008271044],"study_design_scores_gemma":[0.00002087261,0.0001653401,0.99874,0.000004182036,0.00001623664,0.0004795364,0.0001528925,0.00008049797,0.0002563757,0.00003963524,0.00004215104,0.000002336349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999683,0.00006621757,0.00003108978,0.00001262367,0.000001368554,0.00000769955,0.00005709966,0.000001919615,0.0001391198],"genre_scores_gemma":[0.9997271,0.00002694333,0.00007330107,0.00001443307,0.000002124355,0.000007937804,0.00008207999,8.215016e-7,0.00006523164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007757233,"threshold_uncertainty_score":0.01542419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160914236768432,"score_gpt":0.3180672224332187,"score_spread":0.3019757987563755,"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."}}