{"id":"W2067617465","doi":"10.1007/s001340101017","title":"Delirium in an intensive care unit: a study of risk factors","year":2001,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":611,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Delirium; Medicine; Intensive care unit; Anesthesiology; Intensive care medicine; Prospective cohort study; Intensive care; Emergency medicine; Multivariate analysis; Risk factor; Anesthesia; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001869641,0.0006997792,0.001735249,0.001568602,0.000109773,0.00001020182,0.0003288197,0.000279316,0.0002362803],"category_scores_gemma":[0.07274774,0.0005511951,0.0002182216,0.001455074,0.0006417488,0.0001657317,0.0001517405,0.001197143,0.00001753183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003547032,"about_ca_system_score_gemma":0.0002242932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006217327,"about_ca_topic_score_gemma":0.005339705,"domain_scores_codex":[0.9959757,0.0004020794,0.001084696,0.0009262979,0.0008995978,0.0007116335],"domain_scores_gemma":[0.7757812,0.0004903023,0.0003426546,0.0007552147,0.2222909,0.0003397277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001397862,0.0001530299,0.7410206,0.0001175276,0.000202264,0.001519879,0.2496802,0.00001637033,0.00101461,0.000009685195,0.001846705,0.003021341],"study_design_scores_gemma":[0.007034058,0.006899635,0.3193394,0.0009976818,0.0005934949,0.0000988123,0.6635768,0.00003395063,0.000751771,0.00001948662,0.0003428939,0.0003120138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912227,0.00206795,0.000101399,0.001434832,0.001204262,0.00212216,0.00009340928,0.0001121734,0.001641096],"genre_scores_gemma":[0.9671221,0.0001907329,0.00002728994,0.03155613,0.0002408633,0.00005067148,0.000648215,0.0001157818,0.0000482521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4216811,"threshold_uncertainty_score":0.9996939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677652251515873,"score_gpt":0.3355703220924456,"score_spread":0.2987937995772869,"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."}}