{"id":"W2091413806","doi":"10.1016/j.apmr.2008.09.551","title":"Examining Moderators of Cognitive Recovery Trajectories After Moderate to Severe Traumatic Brain Injury","year":2008,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; McMaster University; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Neurorehabilitation; Neuropsychology; Traumatic brain injury; Cognition; Psychology; Physical medicine and rehabilitation; Rehabilitation; Executive functions; Physical therapy; Medicine; Neuroscience; Psychiatry","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":[0.0002150131,0.0001681111,0.0006346296,0.000358413,0.00005518601,0.000002492716,0.00005261932,0.00004141087,0.00002092412],"category_scores_gemma":[0.004181245,0.0001242773,0.00009933896,0.0002801672,0.001047101,0.0001254992,0.00003472301,0.0001816852,0.000001790743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001286115,"about_ca_system_score_gemma":0.00008542039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004094311,"about_ca_topic_score_gemma":0.000003802489,"domain_scores_codex":[0.9984473,0.0001896085,0.0004591013,0.0002900202,0.0004169952,0.000196986],"domain_scores_gemma":[0.9894976,0.009901406,0.00009795882,0.0001920568,0.0001293105,0.0001816928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01897115,0.001712091,0.02328176,0.005470274,0.000539923,0.00002831966,0.5948414,0.0001185714,0.09890763,0.001549256,0.0007526939,0.253827],"study_design_scores_gemma":[0.005555741,0.03985121,0.8810921,0.009577154,0.0002356995,0.00004449446,0.03028858,0.005153835,0.006503814,0.02129417,0.00001647085,0.0003867158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945223,0.00008197433,0.001194098,0.002245841,0.00002984143,0.0007159067,0.00002774909,0.00001946549,0.001162842],"genre_scores_gemma":[0.99534,0.00001256015,0.004099099,0.0002218894,0.0001144056,0.00008342412,0.00001341193,0.00002093835,0.0000942502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8578104,"threshold_uncertainty_score":0.5067881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04886307855112625,"score_gpt":0.3340242377450404,"score_spread":0.2851611591939141,"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."}}