{"id":"W4412555958","doi":"10.1177/20503121251356069","title":"Contribution of intravenous medication diluent fluid composition on the development of dyschloremia in intensive care unit patients: A retrospective chart review","year":2025,"lang":"en","type":"article","venue":"SAGE Open Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Hyperchloremia; Medicine; Hypochloremia; Intensive care unit; Retrospective cohort study; Serum chloride; Hyponatremia; Saline; Diluent; Intensive care medicine; Anesthesia; Emergency medicine; Sodium; Internal medicine; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001148749,0.0001888291,0.0007544603,0.000252775,0.00008268579,0.000004791953,0.0002491515,0.0000888268,0.0001286395],"category_scores_gemma":[0.00281068,0.0001274685,0.00004342958,0.0008172462,0.0002110933,0.00007745483,0.00009893344,0.000286893,0.000006627542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006534012,"about_ca_system_score_gemma":0.0003483113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009250019,"about_ca_topic_score_gemma":0.000129724,"domain_scores_codex":[0.997615,0.0002076996,0.001050201,0.0003084412,0.0006334389,0.0001852022],"domain_scores_gemma":[0.9962236,0.0002173588,0.0004638798,0.0004196021,0.002608709,0.00006679666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007189886,0.001991316,0.2014136,0.01027011,0.0008657551,0.00005089455,0.072404,0.000008078257,0.06412269,0.01105043,0.006187036,0.6244462],"study_design_scores_gemma":[0.006440454,0.001123692,0.8920016,0.05329567,0.0002934646,0.000002957822,0.008213794,0.00002439344,0.03745337,0.0002177013,0.0007972939,0.0001355549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675596,0.006155971,0.0008816492,0.01581294,0.0003461132,0.00584997,0.00003867849,0.00002028617,0.003334841],"genre_scores_gemma":[0.9945434,0.001327592,0.0001718381,0.002827874,0.00002870236,0.0001566564,0.0009057134,0.00001229382,0.0000259401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.690588,"threshold_uncertainty_score":0.5198014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449144303210982,"score_gpt":0.3300842626438842,"score_spread":0.3055928196117744,"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."}}