{"id":"W3143553927","doi":"10.15537/smj.2021.42.4.20200754","title":"Incidence of delirium in the critical care unit and risk factors in the Central Region, Saudi Arabia","year":2021,"lang":"en","type":"article","venue":"Saudi Medical Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tanta University; Qassim University; London Health Sciences Centre","keywords":"Medicine; Psychological intervention; Incidence (geometry); Contact tracing; Outbreak; Environmental health; Logistic regression; Demography; Middle East respiratory syndrome coronavirus; Hygiene; Coronavirus disease 2019 (COVID-19); Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009481115,0.0001608681,0.0003346849,0.0001374374,0.0001210719,0.00003067173,0.0002578776,0.0001726289,0.0002079639],"category_scores_gemma":[0.07667584,0.00008924781,0.0001218706,0.0004831062,0.0007172292,0.00007447823,0.00006176715,0.002023502,0.000001893325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006324096,"about_ca_system_score_gemma":0.0006761575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002163308,"about_ca_topic_score_gemma":0.0007123256,"domain_scores_codex":[0.9966816,0.001057322,0.0004951097,0.0002002213,0.00113194,0.0004337849],"domain_scores_gemma":[0.9930537,0.001932361,0.0001134973,0.0002241484,0.004416464,0.0002598624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110399,0.0001415346,0.9703521,0.00009937945,0.00003607977,0.005247739,0.01572,0.000001328662,0.00006270561,0.0002954704,0.003707102,0.004225522],"study_design_scores_gemma":[0.001194966,0.0001882341,0.805912,0.0007895748,0.0001154316,0.00357309,0.1866831,0.00002718405,0.000146147,0.0006022314,0.0006774644,0.00009058997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586381,0.00293417,0.0004452888,0.03670994,0.0002477326,0.000159757,0.000008873642,0.000004385574,0.0008517653],"genre_scores_gemma":[0.9777279,0.002044505,0.00004653381,0.01997062,0.0001764563,0.000003641812,0.0000125467,0.00001131802,0.000006444161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1709631,"threshold_uncertainty_score":0.9311017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247539833895844,"score_gpt":0.3156007771554329,"score_spread":0.2908467937658485,"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."}}