{"id":"W4410976142","doi":"10.1097/ccm.0000000000006667","title":"Diarrhea in Mechanically Ventilated Patients: A Nested Multicenter Substudy","year":2025,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; University of Ottawa; University of Alberta; St. Michael's Hospital; Joseph Brant Hospital; Kingston General Hospital; Ottawa Hospital; University Hospital; Université de Sherbrooke; University of Toronto; Island Health; Brantford Energy (Canada); Hamilton Health Sciences; University of Manitoba; St. Joseph’s Healthcare Hamilton; London Health Sciences Centre; McMaster University","funders":"Canadian Institutes of Health Research; Canadian Frailty Network; Academic Medical Organization of Southwestern Ontario; McMaster University","keywords":"Medicine; Diarrhea; Internal medicine; Intensive care unit; Clinical endpoint; Incidence (geometry); Intensive care medicine; Pediatrics; Clinical trial","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006909667,0.0007116053,0.001350168,0.000662152,0.0009818517,0.000960045,0.0009371431,0.0008606558,0.001007491],"category_scores_gemma":[0.009513167,0.0007545401,0.001862456,0.001348588,0.0006102098,0.0006951867,0.0009013153,0.0007083758,0.0002599796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006677356,"about_ca_system_score_gemma":0.001081767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004352028,"about_ca_topic_score_gemma":0.008314949,"domain_scores_codex":[0.9922076,0.005614126,0.0006158457,0.0007692536,0.0004649666,0.0003282474],"domain_scores_gemma":[0.9925745,0.001884465,0.003015123,0.001389751,0.0005467219,0.0005894016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.013353,0.001219386,0.9763777,0.0004140211,0.003569631,0.0002307963,0.0005128052,0.0001204407,0.0009568305,0.00004983311,0.0006409903,0.002554594],"study_design_scores_gemma":[0.005687608,0.009608019,0.977702,0.0001524693,0.002970084,0.0008323322,0.0006550419,0.0005238856,0.0003164375,0.00006781061,0.001445623,0.00003875715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963925,0.001198244,0.0003289417,0.00007111502,0.00002574564,0.0004549684,0.001222493,0.000008058768,0.0002977215],"genre_scores_gemma":[0.9958161,0.0003563009,0.0006694048,0.0002804819,0.00008767693,0.0008698446,0.001808843,0.000006747296,0.0001046737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006909667,"threshold_uncertainty_score":0.03654224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460240502097861,"score_gpt":0.354689728440609,"score_spread":0.3400873234196304,"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."}}