{"id":"W2088243929","doi":"10.1186/cc8014","title":"Sodium and brain injury: do we know what we are doing?","year":2009,"lang":"en","type":"letter","venue":"Critical Care","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Hypernatremia; Hypertonic saline; Traumatic brain injury; Brain edema; Intensive care medicine; Emergency medicine; Anesthesia; Sodium; Psychiatry","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0000607125,0.0004313544,0.0007030293,0.0001828369,0.0001223414,0.0002517214,0.0001493838,0.001040786,0.0002099959],"category_scores_gemma":[0.0002265607,0.0003840958,0.0002252139,0.0001502577,0.0002772506,0.00016743,0.00006213289,0.002333053,0.00008786005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009390456,"about_ca_system_score_gemma":0.0001382276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005705239,"about_ca_topic_score_gemma":0.000009759667,"domain_scores_codex":[0.9978116,0.00007299855,0.0002731301,0.0006305025,0.0005002316,0.0007115733],"domain_scores_gemma":[0.9987383,0.0002964387,0.0000378059,0.0004108518,0.000279718,0.0002368949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008397076,0.00002671281,0.00002754984,0.001853101,0.00003083466,0.001064214,0.0003137407,6.732055e-9,0.0001582408,0.0003420612,0.8977001,0.09839943],"study_design_scores_gemma":[0.000555628,0.0008107058,0.0002524584,0.002583785,0.0003288967,0.0001014032,0.001936735,0.000001512832,0.0001206863,0.002555691,0.9903281,0.0004244372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002713329,0.208733,0.000008839209,0.7843577,0.0001354594,0.0002486545,0.00005190058,0.0000817612,0.006111374],"genre_scores_gemma":[0.02720276,0.01856072,0.0001177073,0.9480027,0.00354804,0.00003097883,0.0003225394,0.0001004344,0.002114143],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1901723,"threshold_uncertainty_score":0.9999686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356014942588121,"score_gpt":0.3023333488554396,"score_spread":0.2887731994295584,"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."}}