{"id":"W4393376199","doi":"10.1097/ccm.0000000000006283","title":"Evaluating the Sum of Eye and Motor Components of the Glasgow Coma Score As a Predictor of Extubation Failure in Patients With Acute Brain Injury","year":2024,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Glasgow Coma Scale; Coma (optics); Anesthesia; Odds ratio; Mechanical ventilation; Odds; Logistic regression; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003305577,0.0006501085,0.0006855325,0.0009534549,0.0002786875,0.0008033327,0.0007407393,0.0008288646,0.001575021],"category_scores_gemma":[0.01451896,0.0004349735,0.001939561,0.001006081,0.0003420586,0.0007097739,0.000867287,0.0008134739,0.0002231256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003799222,"about_ca_system_score_gemma":0.0008025285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566797,"about_ca_topic_score_gemma":0.003646387,"domain_scores_codex":[0.9972252,0.00155422,0.0003252092,0.0003568242,0.0003346073,0.0002039292],"domain_scores_gemma":[0.9905257,0.003692328,0.004077907,0.0004780527,0.0005783376,0.000647653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009856215,0.00004881306,0.9974405,0.00005715115,0.0004088553,0.00002250753,0.00001890623,0.0001058626,0.00007536919,0.000007486733,0.00006184949,0.0007670615],"study_design_scores_gemma":[0.0001218175,0.001034521,0.9962575,0.00003851541,0.0004558343,0.0001297312,0.0001137281,0.001577249,0.0001375878,0.00003349393,0.00008838851,0.00001166588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988279,0.000455632,0.0001743873,0.00006252364,0.000009698892,0.00002583036,0.0003071253,0.000004029854,0.0001330443],"genre_scores_gemma":[0.9992792,0.00009597973,0.0002083807,0.00002376513,0.00001612056,0.00002669631,0.0003040051,0.000001772191,0.0000442244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003305577,"threshold_uncertainty_score":0.0174818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953803467956,"score_gpt":0.3352757326596193,"score_spread":0.3057376979800593,"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."}}