{"id":"W7116665105","doi":"10.3390/bs16010012","title":"Cognitive Profiles of Children with Reading Disabilities and/or ADHD","year":2025,"lang":"en","type":"article","venue":"Behavioral Sciences","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cognition; Comorbidity; Attention deficit hyperactivity disorder; Dyslexia; Working memory; Multivariate analysis; Reading disability; Reading (process); Intervention (counseling)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001178407,0.00007291829,0.0001592393,0.00008353817,0.0001067798,0.0000202913,0.00004654745,0.00002704762,0.0001037486],"category_scores_gemma":[0.0000954127,0.00004399737,0.00002234355,0.0003474219,0.0008939119,0.0001628096,0.00003428412,0.00005836616,0.000001885732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001082686,"about_ca_system_score_gemma":0.0001173428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003147419,"about_ca_topic_score_gemma":0.00005589661,"domain_scores_codex":[0.9993525,0.00002021399,0.0001095714,0.0002007826,0.0001960598,0.0001208414],"domain_scores_gemma":[0.9997211,0.00007401639,0.00004435548,0.00006378097,0.00006493912,0.0000317796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007118924,0.000186225,0.9924253,0.000016162,0.000008983435,9.135213e-7,0.0004410738,3.617206e-7,0.0006407216,0.0002202735,0.00001855031,0.005970225],"study_design_scores_gemma":[0.0005792368,0.0007015977,0.9635667,0.0003156577,0.0001646035,0.0000279175,0.03267436,0.00001239467,0.001831761,0.00003866673,0.000009291176,0.00007777027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978095,0.00007557053,0.00003307608,0.0003905277,0.00002218347,0.0003364808,0.00001263572,0.0000246895,0.001295371],"genre_scores_gemma":[0.9982284,0.000007233414,0.0004107108,0.00003034697,0.000009599439,0.00002124947,0.000004651793,0.000002995285,0.001284819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03223329,"threshold_uncertainty_score":0.3293656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09667867812676587,"score_gpt":0.4088260768756832,"score_spread":0.3121473987489174,"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."}}