{"id":"W3017309880","doi":"10.1093/brain/awaa056","title":"Improving diagnosis and prognosis in disorders of consciousness","year":2020,"lang":"en","type":"letter","venue":"Brain","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; Canadian Institute for Advanced Research; James S. McDonnell Foundation","keywords":"Persistent vegetative state; Dissociation (chemistry); Consciousness; Cognition; Psychology; Consciousness Disorders; Psychiatry; Medicine; Minimally conscious state; Neuroscience; Clinical psychology","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":[0.004419236,0.0006189496,0.001249539,0.001445089,0.002742954,0.002121297,0.00153734,0.0290696,0.004855774],"category_scores_gemma":[0.05076594,0.0004390816,0.0008391164,0.001044838,0.002057575,0.004071529,0.00158342,0.0232569,0.006207743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003758673,"about_ca_system_score_gemma":0.004950153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008140817,"about_ca_topic_score_gemma":0.01360956,"domain_scores_codex":[0.9962267,0.001424639,0.000693081,0.0003580891,0.0009569745,0.0003405407],"domain_scores_gemma":[0.9826306,0.009181546,0.001115505,0.0004287608,0.004757726,0.001885952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004897406,0.00002914616,0.001358306,0.00007698422,0.000009602461,0.0008867068,0.00007532491,0.0000405478,0.00008960089,0.001103932,0.9705175,0.02576335],"study_design_scores_gemma":[0.0003963688,0.0002774192,0.01207788,0.003054098,0.00007876404,0.008482886,0.0008166326,0.001238974,0.0003672373,0.02934404,0.9437078,0.0001579277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003186679,0.002429577,0.00005981725,0.9847313,0.01112121,0.000005192096,0.00004244066,0.00001464594,0.001277098],"genre_scores_gemma":[0.007166839,0.004530706,0.0003982116,0.8865472,0.09904402,0.00004041457,0.0000898404,0.00001702591,0.002165843],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0290696,"threshold_uncertainty_score":0.02727115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04391318403529304,"score_gpt":0.3116549389498849,"score_spread":0.2677417549145919,"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."}}