{"id":"W4407913929","doi":"10.1093/brain/awaf075","title":"Functional neuroimaging in disorders of consciousness: towards clinical implementation","year":2025,"lang":"en","type":"review","venue":"Brain","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Neuroimaging; Persistent vegetative state; Functional neuroimaging; Electroencephalography; Positron emission tomography; Functional imaging; Medicine; Minimally conscious state; Covert; Psychology; Consciousness; Medical physics; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.001684663,0.0002290178,0.001536083,0.0006258137,0.00002479644,0.00001282683,0.0001667224,0.0001882625,0.0006263019],"category_scores_gemma":[0.001552385,0.0001979945,0.0004663873,0.0007153693,0.0001845771,0.00004436324,0.0001182663,0.0006573742,0.00002835063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070932,"about_ca_system_score_gemma":0.002268255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001082719,"about_ca_topic_score_gemma":0.0001395067,"domain_scores_codex":[0.9968923,0.0005897243,0.001378446,0.0004229101,0.0004416669,0.0002749547],"domain_scores_gemma":[0.9971616,0.002027795,0.0002649571,0.0003902153,0.00007151396,0.00008397028],"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":[0.00002595932,0.0001190342,0.001598109,0.02089422,0.00009758978,0.000009526661,0.00002974108,7.489311e-8,2.218959e-7,0.0002698088,0.01657005,0.9603857],"study_design_scores_gemma":[0.002081599,0.0001726788,0.01668619,0.01346065,0.0003334664,0.00002715065,0.0001711962,0.000009918236,3.618369e-7,0.0002493063,0.9666196,0.0001879284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001028166,0.9902034,0.0002178118,0.002871451,0.0005048902,0.002236179,0.0001119024,0.0000422787,0.003709246],"genre_scores_gemma":[0.0001372157,0.9974558,0.0003254373,0.0003233865,0.000127262,0.0001692156,0.0004196212,0.00003450069,0.001007518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9601977,"threshold_uncertainty_score":0.8073981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1953406318175875,"score_gpt":0.5179333536568039,"score_spread":0.3225927218392164,"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."}}