{"id":"W4391881226","doi":"10.1017/cjn.2024.27","title":"Hyponatremia in Guillain-Barre Syndrome: A Review of Its Pathophysiology and Management","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cambridge","keywords":"Hyponatremia; Medicine; Guillain-Barre syndrome; Pathophysiology; Incidence (geometry); Intensive care medicine; Disease; Pediatrics; Polyradiculoneuropathy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003786731,0.000553778,0.00239255,0.002263304,0.0004844801,0.000155552,0.001421327,0.0003478298,0.0000886046],"category_scores_gemma":[0.001099185,0.0003293305,0.0006664437,0.002509562,0.003576732,0.0002752165,0.000125708,0.002098073,0.000004973108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725315,"about_ca_system_score_gemma":0.004850066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001706656,"about_ca_topic_score_gemma":0.005713052,"domain_scores_codex":[0.9946445,0.0009320622,0.001779037,0.0007165542,0.0007349448,0.001192942],"domain_scores_gemma":[0.9967543,0.000394675,0.001054684,0.0001788593,0.0002716301,0.001345791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009750946,0.00009566281,0.005319848,0.05380138,0.0002503781,0.11688,0.0001274245,0.00002710461,0.000004254937,0.002318303,0.004218359,0.8168598],"study_design_scores_gemma":[0.0006857674,0.1155604,0.01239661,0.1061825,0.002936606,0.2917474,0.0001024549,0.00009590215,0.000001266151,0.01307274,0.4561112,0.001107179],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05070319,0.9432406,2.99215e-7,0.002230451,0.0002939512,0.0005480574,0.00001758377,0.000008163803,0.00295763],"genre_scores_gemma":[0.01073418,0.9858599,0.0002338494,0.003008715,0.00009089907,0.000009851971,0.000001142767,0.00002141816,0.00004009638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8157526,"threshold_uncertainty_score":0.9999159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939619612618787,"score_gpt":0.3184589268842575,"score_spread":0.2790627307580696,"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."}}