{"id":"W4386857366","doi":"10.1007/s12028-023-01844-9","title":"Common Data Elements for Disorders of Consciousness: Recommendations from the Working Group on Behavioral Phenotyping","year":2023,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"National Institute on Disability, Independent Living, and Rehabilitation Research; U.S. Department of Defense","keywords":"Medicine; Neurointensive care; Persistent vegetative state; Terminology; Neuroimaging; Neurology; Intensive care medicine; Psychiatry; Consciousness; Minimally conscious state; Neuroscience; Psychology","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":[0.0002150986,0.0001080526,0.0002167737,0.00006913958,0.0001926458,0.00003030672,0.000415216,0.0000491752,0.00009325969],"category_scores_gemma":[0.0007221193,0.00008522366,0.00006309338,0.0002902698,0.0001507171,0.00005289888,0.000255031,0.0002955422,0.00002000214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003108625,"about_ca_system_score_gemma":0.00003933425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001212818,"about_ca_topic_score_gemma":0.0004691321,"domain_scores_codex":[0.998566,0.0001105337,0.0003142008,0.0003285074,0.000362624,0.000318146],"domain_scores_gemma":[0.9967015,0.002305154,0.00003188747,0.0007913216,0.00008212527,0.0000880607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001056438,0.001082763,0.1622224,0.0006790849,0.0001511014,0.00003483888,0.003465927,0.000004310562,0.001920397,0.01074454,0.06933516,0.749303],"study_design_scores_gemma":[0.02420299,0.008215587,0.4980977,0.005706747,0.002217721,0.00002122498,0.111001,0.0234143,0.001975428,0.01575131,0.3077299,0.001666081],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510302,0.0001252634,0.0006959175,0.03987031,0.0008297465,0.002274172,0.003192275,0.0002454396,0.001736673],"genre_scores_gemma":[0.9952583,0.0000241695,0.0007488369,0.000887793,0.0001262709,0.0000915361,0.002816136,0.00003395614,0.00001300954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.747637,"threshold_uncertainty_score":0.347532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2232023733554174,"score_gpt":0.4438903512405715,"score_spread":0.2206879778851541,"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."}}