{"id":"W2340820667","doi":"10.14740/jem350e","title":"Beer Potomania: A Challenging Case of Hyponatremia","year":2016,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyponatremia; Medicine; Urine sodium; Urine osmolality; Furosemide; Fluid restriction; Plasma osmolality; Urine; Sodium; Internal medicine; Vasopressin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004257259,0.002911953,0.001681975,0.002310467,0.003286583,0.001881524,0.001930288,0.005558266,0.002380947],"category_scores_gemma":[0.004514361,0.001314735,0.001288636,0.002722566,0.001957598,0.003349911,0.00303524,0.004522879,0.001059483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201365,"about_ca_system_score_gemma":0.001162292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470687,"about_ca_topic_score_gemma":0.003073279,"domain_scores_codex":[0.9986676,0.0001417112,0.0001473569,0.0003054506,0.0002198033,0.0005181559],"domain_scores_gemma":[0.9983517,0.0003154667,0.0003255859,0.0001151564,0.0001563952,0.000735682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002775788,0.00001757835,0.001788391,0.00002351361,0.000005258343,0.9965807,0.00009956182,0.00007385291,0.0003286463,0.0001819947,0.000355421,0.0005173676],"study_design_scores_gemma":[0.00001478167,0.0000255115,0.001203871,0.00002254487,0.000007248297,0.9972339,0.000131916,0.0002589587,0.0001705218,0.0004249606,0.0004959984,0.000009856451],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322244,0.01223792,0.007935662,0.01548121,0.001865761,0.0006162963,0.0007765787,0.0004928156,0.02836933],"genre_scores_gemma":[0.9912516,0.001826953,0.001859131,0.002334068,0.001245819,0.00006577026,0.0001542568,0.00005683556,0.001205423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005558266,"threshold_uncertainty_score":0.01461017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325336645598836,"score_gpt":0.2682902198895612,"score_spread":0.2550368534335729,"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."}}