{"id":"W3167034741","doi":"10.21203/rs.3.rs-567310/v1","title":"Therapeutic Interventions are Important Risk Factors for Delirium in the ICU Setting ： A Multicenter Observational Study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Delirium; Medicine; Observational study; SOFA score; Intensive care unit; Psychological intervention; Univariate analysis; Intensive care medicine; Incidence (geometry); Midazolam; Emergency medicine; Internal medicine; Multivariate analysis; Anesthesia; Sedation","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":[0.001527221,0.0004493549,0.0005456151,0.0007371703,0.0006824381,0.000666372,0.00058034,0.0004285255,0.0006853045],"category_scores_gemma":[0.002652742,0.0003714267,0.0009034928,0.001612682,0.0004202893,0.0004425529,0.0007447678,0.0005422168,0.00008229208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007102794,"about_ca_system_score_gemma":0.001328902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094787,"about_ca_topic_score_gemma":0.01330526,"domain_scores_codex":[0.9983764,0.0005955351,0.0002762953,0.0003273603,0.0002173997,0.0002068624],"domain_scores_gemma":[0.996624,0.0003051257,0.001759187,0.0002822035,0.0003530387,0.0006764546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008473927,0.00002256035,0.9994445,0.00001224966,0.00007780274,0.00002797257,0.0000467612,0.00001081287,0.00003976793,0.000004252204,0.00003000163,0.0001985331],"study_design_scores_gemma":[0.00002292603,0.0001241227,0.9992342,0.000009473454,0.00006121082,0.00007662358,0.0002430549,0.0001306744,0.00001771852,0.000009983532,0.0000661294,0.000003952337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999473,0.0002211269,0.00004494339,0.00002391717,0.00000436822,0.00001081153,0.00014513,7.991894e-7,0.00007590627],"genre_scores_gemma":[0.9996135,0.00006759207,0.00004120551,0.00002239728,0.000008874661,0.00001663409,0.0002064364,4.747218e-7,0.00002296047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094787,"threshold_uncertainty_score":0.02176833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2811434145181331,"score_gpt":0.4904216281337647,"score_spread":0.2092782136156316,"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."}}