{"id":"W2088208592","doi":"10.1186/cc9760","title":"Biomarkers of delirium in critically ill patients","year":2011,"lang":"en","type":"article","venue":"Critical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Critically ill; Delirium; Intensive care medicine; Critical illness; Emergency 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":[0.00046478,0.0004245366,0.0006377608,0.001010915,0.0003600724,0.0007821661,0.0002242823,0.0004163288,0.0006226485],"category_scores_gemma":[0.004068725,0.0001898414,0.0002475161,0.0008582433,0.0001805363,0.0003764367,0.0003827707,0.0005366328,0.0001406308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004321544,"about_ca_system_score_gemma":0.0003338054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009705917,"about_ca_topic_score_gemma":0.0008526426,"domain_scores_codex":[0.999589,0.0001304059,0.00008157729,0.00005152302,0.00008675407,0.000060681],"domain_scores_gemma":[0.998255,0.0003132949,0.0008231064,0.00005349085,0.0002908884,0.0002642692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003050447,0.0002613637,0.9693277,0.0001584619,0.0002807334,0.0005384062,0.000271259,0.0003543712,0.008012981,0.000114781,0.0004341715,0.01719534],"study_design_scores_gemma":[0.0000868015,0.001762092,0.9916968,0.00006458795,0.0001170468,0.0008309684,0.0002758754,0.0006521468,0.003532262,0.0002603488,0.0006974802,0.00002347923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995806,0.00320212,0.0001456934,0.0001172241,0.00002805175,0.00002408143,0.000188136,0.000007379238,0.0004813515],"genre_scores_gemma":[0.9986705,0.000457319,0.0004299151,0.00008644188,0.00002489659,0.00003304147,0.0001852561,0.000001451072,0.0001112558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001010915,"threshold_uncertainty_score":0.003135443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774596531171151,"score_gpt":0.3031239300165293,"score_spread":0.2753779647048178,"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."}}