{"id":"W4389339569","doi":"10.1101/2023.12.04.569762","title":"Neurophysiology of perceptual decision-making and its alterations in attention-deficit hyperactivity disorder (ADHD)","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Neuropsychology; Psychology; Cognition; Cognitive psychology; Neuroscience; Perception; Attention deficit hyperactivity disorder; Sensory system; Arousal; Neurocognitive; Sensory processing; Neurophysiology; Clinical psychology","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":[0.0003002211,0.0002129799,0.0001101048,0.0002824051,0.0001183877,0.0003062717,0.0001434181,0.0002513118,0.0009241346],"category_scores_gemma":[0.001557865,0.00009562176,0.0001109386,0.0001756745,0.0004073993,0.0001949588,0.0002977742,0.0004387696,0.00006334887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133932,"about_ca_system_score_gemma":0.0001722075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002230404,"about_ca_topic_score_gemma":0.002082496,"domain_scores_codex":[0.9998465,0.00004138914,0.00001467274,0.00003840125,0.00003077854,0.00002836109],"domain_scores_gemma":[0.9994751,0.0001969011,0.0002154775,0.00002638296,0.0000449206,0.00004118928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001690059,0.000529189,0.2100845,0.0004198428,0.0001803517,0.001266503,0.0009467125,0.001364481,0.715587,0.001150983,0.0004311246,0.06634923],"study_design_scores_gemma":[0.00001244911,0.0002320896,0.9871404,0.00001781845,0.0000198234,0.0005635772,0.0001846854,0.0009430395,0.01011023,0.0005143493,0.0002549392,0.000006738066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961619,0.0005786207,0.001853162,0.0001037573,0.00001551738,0.00003587978,0.000234393,0.00001737503,0.000999275],"genre_scores_gemma":[0.9985442,0.0001763255,0.0009773282,0.00002896499,0.000006982021,0.00001888649,0.00006834787,0.000004497793,0.0001743448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002230404,"threshold_uncertainty_score":0.004434824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03472585669154608,"score_gpt":0.2986230028517982,"score_spread":0.2638971461602521,"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."}}