{"id":"W4413919515","doi":"10.1371/journal.pone.0310605","title":"Visual processing oscillates differently through time for adults with ADHD","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Collège Montmorency; International Laboratory for Brain, Music and Sound Research; Centre for Research on Brain Language and Music","funders":"Social Sciences and Humanities Research Council","keywords":"Neurotypical; Impulsivity; Attention deficit hyperactivity disorder; Cognition; Visual processing; Psychology; Visual perception; Audiology; Perception; Experience sampling method; Time perception; Stimulus (psychology); Event-related potential; Cognitive psychology; Developmental psychology; Clinical psychology; Medicine; Psychiatry; Neuroscience; Autism spectrum disorder; Autism","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002338688,0.0002258113,0.0003218033,0.0006765563,0.0002558324,0.0006888883,0.0001287444,0.0004148951,0.002331129],"category_scores_gemma":[0.003152657,0.0001156568,0.0001816774,0.0002812551,0.0002198821,0.0004345075,0.0003334084,0.0002596445,0.0002516722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002407996,"about_ca_system_score_gemma":0.00011202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004042675,"about_ca_topic_score_gemma":0.007085105,"domain_scores_codex":[0.9998021,0.00002188395,0.00003043541,0.00006118711,0.00005170882,0.00003274807],"domain_scores_gemma":[0.9992823,0.0002314704,0.0002533584,0.00004452861,0.0001024967,0.00008587381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002443871,0.0003699182,0.9432398,0.00006744194,0.00008768681,0.0004511478,0.001948769,0.0001646171,0.01525716,0.0001065157,0.0003868474,0.03547633],"study_design_scores_gemma":[0.00001686939,0.0002661012,0.9979873,0.000006643442,0.00002082893,0.0003944455,0.0004425315,0.0001685912,0.0004450084,0.00006907444,0.0001769618,0.000005694257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999295,0.00008146056,0.00007096191,0.00002565188,0.000004506759,0.000008556487,0.000103914,0.000003245131,0.0004066665],"genre_scores_gemma":[0.9993114,0.00006304771,0.000130989,0.00002570117,0.000005725969,0.00001071392,0.000177205,0.000003266759,0.000271979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004042675,"threshold_uncertainty_score":0.008038282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04955407491297018,"score_gpt":0.3155730182895355,"score_spread":0.2660189433765654,"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."}}