{"id":"W4313458608","doi":"10.1097/htr.0000000000000839","title":"INCOG 2.0 Guidelines for Cognitive Rehabilitation Following Traumatic Brain Injury, Part II: Attention and Information Processing Speed","year":2023,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Psychology; Mindfulness; Traumatic brain injury; Brain stimulation; Cognition; Psychological intervention; Physical medicine and rehabilitation; Rehabilitation; Medicine; Clinical psychology; Psychiatry; Neuroscience","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005905002,0.0002374224,0.000624228,0.001221667,0.0003410232,0.0001126365,0.00009518149,0.0001746258,0.00001652281],"category_scores_gemma":[0.02754096,0.0002075262,0.0003791004,0.0009751545,0.0001668556,0.002651596,0.00003141667,0.0003179333,0.00001584415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002357131,"about_ca_system_score_gemma":0.0002700493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001175407,"about_ca_topic_score_gemma":0.000007982776,"domain_scores_codex":[0.9960501,0.0002521345,0.002077819,0.0002415877,0.001009068,0.0003692833],"domain_scores_gemma":[0.9922804,0.003658012,0.0007696686,0.0001738237,0.002910095,0.0002079881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004419059,0.0005958225,0.01771983,0.006178766,0.0003431985,0.000007944854,0.02725051,0.00008238661,0.008863138,0.0004059585,0.02327503,0.9108583],"study_design_scores_gemma":[0.01953049,0.02716032,0.8339207,0.0113067,0.0007482584,0.0002209065,0.05907303,0.02968358,0.0006080185,0.01049509,0.006606328,0.0006466417],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535542,0.0001132364,0.001857748,0.04199775,0.0002894675,0.001987501,0.00002322084,0.00008097833,0.00009596873],"genre_scores_gemma":[0.9674749,0.00001438573,0.03155532,0.0003536837,0.0002468258,0.00009513686,0.0001218358,0.00003725914,0.0001006603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9102117,"threshold_uncertainty_score":0.9806505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179184620219725,"score_gpt":0.4430401807043762,"score_spread":0.3251217186824037,"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."}}