{"id":"W2548825035","doi":"10.2741/4518","title":"Mapping preserved real-world cognition in severely brain-injured patients","year":2016,"lang":"en","type":"review","venue":"Frontiers in bioscience","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Cognition; Consciousness; Psychology; Task (project management); Brain activity and meditation; Cognitive psychology; Cognitive science; Neuroscience; Electroencephalography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001608855,0.0004660169,0.001791295,0.002635772,0.0000837939,0.00006050932,0.0008417235,0.0003687983,0.00009835031],"category_scores_gemma":[0.001586626,0.0003493529,0.0002510131,0.003109292,0.0005007758,0.0002993742,0.0002660301,0.0008022519,0.0001008834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111162,"about_ca_system_score_gemma":0.0008380627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008434029,"about_ca_topic_score_gemma":0.00007341107,"domain_scores_codex":[0.9952296,0.0004868807,0.001182417,0.00104762,0.00109751,0.0009559787],"domain_scores_gemma":[0.9979903,0.0004251512,0.0003944772,0.0007856342,0.0001315176,0.0002729276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000732499,0.0002472845,0.01273399,0.008427198,0.00003958905,0.0000468902,0.000164369,1.786003e-8,0.000002753475,0.00002337579,0.02777531,0.950466],"study_design_scores_gemma":[0.002255191,0.0002104945,0.06965751,0.07482105,0.00006193025,0.000008251408,0.000063526,0.00003784248,0.000006049962,0.0004207656,0.8518291,0.000628325],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007896859,0.9697373,0.0006918428,0.0008816704,0.002813165,0.007168992,0.0003163987,0.0001556211,0.01744532],"genre_scores_gemma":[0.0003786164,0.9894852,0.004662521,0.0001820796,0.0001164839,0.0003376201,0.0001503565,0.00006950799,0.004617595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9498376,"threshold_uncertainty_score":0.9998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059739385482556,"score_gpt":0.3823638873214569,"score_spread":0.2763899487732013,"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."}}