{"id":"W2953354105","doi":"10.1371/journal.pone.0206780","title":"Disrupted reinforcement learning during post-error slowing in ADHD","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Striatum; Ventral striatum; Neuroscience; Psychology; Thresholding; Neuroimaging; Amygdala; Dopamine; Artificial intelligence; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000208011,0.0004270925,0.000321231,0.0005730827,0.0001984752,0.0004264799,0.0002113226,0.0003868736,0.001603364],"category_scores_gemma":[0.001116586,0.0002214892,0.000236188,0.0002096223,0.0003451538,0.0001854735,0.0002965534,0.0006372222,0.00008179982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004646987,"about_ca_system_score_gemma":0.00023863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007312605,"about_ca_topic_score_gemma":0.01291052,"domain_scores_codex":[0.9997962,0.00002580331,0.00002128031,0.00006728913,0.00005711969,0.00003233427],"domain_scores_gemma":[0.9993092,0.0001284338,0.0004092187,0.00002993416,0.00005436191,0.00006889352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002163864,0.0005310445,0.7441912,0.0001978445,0.000230721,0.00322968,0.001069804,0.0008384822,0.2159798,0.0003724868,0.000358839,0.03083614],"study_design_scores_gemma":[0.00001077904,0.0001203804,0.9932612,0.00001278104,0.00003560919,0.001249033,0.00009554483,0.0004906124,0.00448553,0.0001017097,0.0001308796,0.000006109224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988686,0.0001278228,0.0004435936,0.00004079932,0.000003935345,0.000009985954,0.000126478,0.00001955196,0.000359268],"genre_scores_gemma":[0.9989188,0.00009538468,0.0004945395,0.00002096202,0.000003177822,0.00001150305,0.0001805523,0.00001176569,0.0002634112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007312605,"threshold_uncertainty_score":0.01454008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05999674348499432,"score_gpt":0.293690178044124,"score_spread":0.2336934345591296,"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."}}