{"id":"W4404717389","doi":"10.2139/ssrn.5032669","title":"Brainstem Dysfunction is Associated with Mortality in Deeply Sedated Critically Ill Patients","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Critically ill; Brainstem; Medicine; Intensive care medicine; Psychiatry","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":[0.0002065922,0.0003292242,0.0003841697,0.0004159139,0.0002284455,0.0006457431,0.0002328135,0.0005177238,0.002479185],"category_scores_gemma":[0.002983018,0.0001413506,0.0002609215,0.0005046747,0.0002688489,0.0003434421,0.0003989386,0.0007081135,0.0002408935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102559,"about_ca_system_score_gemma":0.0003196034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372374,"about_ca_topic_score_gemma":0.00155307,"domain_scores_codex":[0.9998355,0.0000334567,0.00002623661,0.0000327537,0.00003350738,0.000038596],"domain_scores_gemma":[0.998273,0.0003472893,0.0009661388,0.00006951544,0.0001209645,0.0002230801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006116262,0.00004045962,0.9922904,0.00004578868,0.0001271754,0.0007995815,0.00008000231,0.00008134118,0.001188628,0.00004185109,0.0001914429,0.004501748],"study_design_scores_gemma":[0.000005949551,0.00007636355,0.9990062,0.00001407479,0.00003544735,0.0004882393,0.0000884645,0.0000916388,0.0000703152,0.0000665922,0.00005345489,0.000003242529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982672,0.0008000291,0.00006964137,0.0001215364,0.00001508365,0.000002388548,0.0001305153,0.000003555948,0.0005899624],"genre_scores_gemma":[0.999317,0.0002897037,0.00004960616,0.00003956982,0.00003418025,0.000002502101,0.0001518331,0.000001301049,0.0001142415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002479185,"threshold_uncertainty_score":0.008293748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108240475481138,"score_gpt":0.2686756263683281,"score_spread":0.2578515788202143,"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."}}