{"id":"W2031181898","doi":"10.1016/j.neuroimage.2012.01.037","title":"Brain signal variability relates to stability of behavior after recovery from diffuse brain injury","year":2012,"lang":"en","type":"article","venue":"NeuroImage","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; University of Toronto; James S. McDonnell Foundation","keywords":"Magnetoencephalography; Neuroscience; Psychology; Brain activity and meditation; Traumatic brain injury; Predictability; Cognition; Cognitive psychology; Electroencephalography; Mathematics","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":[0.0003614949,0.0002518001,0.0003101551,0.0007448611,0.0001763721,0.0004136302,0.0002159068,0.0003401508,0.0009022342],"category_scores_gemma":[0.004216252,0.0001242745,0.000189706,0.0004351027,0.0003648632,0.0003225484,0.0003692663,0.000499853,0.0001716028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004944,"about_ca_system_score_gemma":0.0001530086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177245,"about_ca_topic_score_gemma":0.00154869,"domain_scores_codex":[0.9998537,0.00002389869,0.00002020601,0.00003285509,0.00002933792,0.0000399603],"domain_scores_gemma":[0.9986393,0.0004637714,0.0005268306,0.0001026841,0.0001403584,0.0001271557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01223451,0.0007566749,0.7387707,0.0001308137,0.000494851,0.00141462,0.001126173,0.004494717,0.1584541,0.0002825743,0.0004225885,0.08141774],"study_design_scores_gemma":[0.00001012134,0.0004412818,0.9941648,0.000005285507,0.00002863489,0.0004426846,0.0001151571,0.001751238,0.002810161,0.0001692363,0.00005075507,0.00001069376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991871,0.00009096589,0.0004701085,0.00001957882,0.000002955702,0.000004610611,0.00005419879,0.00001052617,0.0001599712],"genre_scores_gemma":[0.9996626,0.00003578231,0.00009385426,0.000005674637,0.00000611095,0.000004098311,0.00008807287,0.000004763968,0.0000990093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00177245,"threshold_uncertainty_score":0.003524303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673650652098676,"score_gpt":0.2635873579565676,"score_spread":0.2368508514355809,"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."}}