{"id":"W2766780274","doi":"10.1016/j.amjmed.2017.09.048","title":"Outcomes in Severe Hyponatremia Treated With and Without Desmopressin","year":2017,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Hyponatremia; Medicine; Desmopressin; Observational study; Confounding; Retrospective cohort study; Sodium; Internal medicine; Pediatrics; Gastroenterology; Anesthesia","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":[0.0004061901,0.0001281477,0.0006514225,0.0001153207,0.0001103565,0.00001146642,0.0001888654,0.00001730267,0.00001862886],"category_scores_gemma":[0.0001816555,0.0000546881,0.00003547665,0.00008380309,0.001117809,0.00008292205,0.00001972105,0.0003416932,8.041736e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002774961,"about_ca_system_score_gemma":0.000076458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003878172,"about_ca_topic_score_gemma":0.00007196247,"domain_scores_codex":[0.999113,0.00005120516,0.0002662175,0.00008899782,0.0003073148,0.0001733068],"domain_scores_gemma":[0.9988737,0.0000932082,0.0005540811,0.0002688785,0.0000877534,0.00012243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003664752,0.00004451149,0.916998,0.000007518236,0.0001680907,0.0001408918,0.0003174274,0.000001711994,0.003520522,0.00002781742,0.0002653411,0.07484338],"study_design_scores_gemma":[0.006282526,0.003485253,0.9865516,0.0003302968,0.0002441741,0.001733026,0.0006880789,0.00002113502,0.0001252029,0.000168266,0.0003033716,0.00006703025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962276,0.0006436781,0.00001616785,0.03177238,0.00001000299,0.00009355292,4.010052e-7,0.000004563439,0.005183299],"genre_scores_gemma":[0.9971486,0.0006829607,0.000140558,0.001491211,0.00009473416,0.000001101756,5.4061e-7,0.00001422281,0.0004260961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07477634,"threshold_uncertainty_score":0.4118615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446194981271906,"score_gpt":0.3007817536643366,"score_spread":0.2863198038516176,"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."}}