{"id":"W6920844669","doi":"10.6084/m9.figshare.20485764","title":"Additional file 2 of Optimal bispectral index level of sedation and cerebral oximetry in traumatic brain injury: a non-invasive individualized approach in critical care?","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba","funders":"","keywords":"Bispectral index; Sedation; Electroencephalography; Selection (genetic algorithm); Index (typography)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001440219,0.0008033434,0.001030648,0.001390175,0.0006099319,0.001305142,0.0013735,0.001255487,0.8988783],"category_scores_gemma":[0.04376566,0.0004669498,0.0008094731,0.001799407,0.0001755562,0.001382662,0.0008209066,0.0008136232,0.1705064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009406319,"about_ca_system_score_gemma":0.001382414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005663428,"about_ca_topic_score_gemma":0.007921624,"domain_scores_codex":[0.9993019,0.0001409817,0.0001677403,0.0001536343,0.0001531559,0.00008256431],"domain_scores_gemma":[0.9696218,0.02332115,0.001586399,0.001171773,0.003780519,0.0005183355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005162059,0.00006835478,0.001593529,0.002029985,0.00002942418,0.00008327892,0.00003586974,0.0002519283,0.00004001776,0.0006117091,0.97962,0.01511958],"study_design_scores_gemma":[0.009421058,0.0004344089,0.03874922,0.01181591,0.0003003314,0.001356789,0.000556386,0.003233786,0.0009443249,0.02081148,0.91217,0.0002063794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003575921,0.00005227965,0.00051542,0.0004175563,0.00007163856,0.0001976895,0.9949522,0.0003267036,0.003108774],"genre_scores_gemma":[0.03122045,0.0005630036,0.01136493,0.002946107,0.000728922,0.006757609,0.9092985,0.001971416,0.03514907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8988783,"threshold_uncertainty_score":0.1442379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046400922576791,"score_gpt":0.3363981996363273,"score_spread":0.2317581073786482,"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."}}