{"id":"W2601149263","doi":"10.1177/0885066617698646","title":"Modifiable Risk Factors for Delirium in Critically Ill Trauma Patients: A Multicenter Prospective Study","year":2017,"lang":"en","type":"article","venue":"Journal of Intensive Care Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Delirium; Critically ill; Intensive care medicine; Critical illness; Prospective cohort study; Multicenter study; Emergency medicine; Internal medicine; Randomized controlled trial","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":[0.0004257403,0.0003977661,0.001315671,0.0006345068,0.0002412846,0.00003625181,0.0003322478,0.0001422167,0.00005530025],"category_scores_gemma":[0.3877759,0.0002696471,0.0003497279,0.0001270939,0.0005453567,0.0002914032,0.00007690393,0.0009089145,0.000003144086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005174944,"about_ca_system_score_gemma":0.0001524618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005115155,"about_ca_topic_score_gemma":0.00009736029,"domain_scores_codex":[0.9972027,0.0001197466,0.001092092,0.0003886671,0.0007091013,0.0004877042],"domain_scores_gemma":[0.6984773,0.0004649155,0.0006921532,0.000342257,0.2997966,0.0002268297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004793549,0.0006825099,0.9506386,0.0001578297,0.0005808909,0.0004152661,0.02640154,0.000009441899,0.0002858392,0.00001024097,0.01358071,0.002443616],"study_design_scores_gemma":[0.02150282,0.01071423,0.4781093,0.001416657,0.0008039771,0.00002876967,0.4860231,0.0001271918,0.0007349324,0.00007107727,0.0002789724,0.0001889323],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861865,0.0003214045,0.001264269,0.006457931,0.002121811,0.002676123,0.0000741726,0.00001283137,0.0008849278],"genre_scores_gemma":[0.9725624,0.00004160389,0.0004002896,0.02638258,0.0004184614,0.00003799207,0.00002808824,0.00006128222,0.00006733627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4725292,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357295896871657,"score_gpt":0.3301685887058616,"score_spread":0.306595629737145,"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."}}