{"id":"W4214846748","doi":"10.1177/08850666221084908","title":"Increased Mortality and Costs Associated with Adverse Events in Intensive Care Unit Patients","year":2022,"lang":"en","type":"article","venue":"Journal of Intensive Care Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; Montfort Hospital; Bruyère; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Intensive care unit; Emergency medicine; Adverse effect; Logistic regression; Odds ratio; Psychological intervention; Population; Intensive care; Intensive care medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000676635,0.0001859847,0.0006096086,0.0003948328,0.000348843,1.519862e-7,0.0001779032,0.00009718721,0.0002036202],"category_scores_gemma":[0.01915633,0.0001326985,0.00005456769,0.0004588001,0.0001696097,0.0001113774,0.0001400909,0.001432676,0.000002691474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287091,"about_ca_system_score_gemma":0.0006110864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007023389,"about_ca_topic_score_gemma":0.0008455854,"domain_scores_codex":[0.9966723,0.001002742,0.0009310602,0.0001914646,0.0008894095,0.0003130734],"domain_scores_gemma":[0.9734325,0.0005971554,0.001498996,0.0001758765,0.02400687,0.0002885612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006283028,0.0000346801,0.9373913,0.00006487407,0.0001018071,0.0001079724,0.05897835,0.00003220905,0.00001973282,0.000007541334,0.002463665,0.0001695955],"study_design_scores_gemma":[0.005595499,0.001045607,0.5553189,0.001514206,0.0001012028,0.000008164646,0.4354191,0.000007559094,0.000003215793,0.000006754785,0.0009073432,0.00007248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942379,0.0004605601,0.00002293492,0.002714857,0.001395346,0.00067335,0.00009170586,0.00001154831,0.0003917886],"genre_scores_gemma":[0.9799139,0.00005260949,0.000008014377,0.0195005,0.0001065532,0.000033226,0.0003190578,0.00001992966,0.00004614421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3820724,"threshold_uncertainty_score":0.9891057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06902139729915731,"score_gpt":0.4012125803871299,"score_spread":0.3321911830879726,"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."}}