{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001165217,0.00009323981,0.0004043732,0.0002293296,0.00003384817,0.000001728887,0.00004681613,0.00006253649,0.00005579276],"category_scores_gemma":[0.00009821194,0.00005410807,0.0001213378,0.00005734063,0.000103813,0.00008849997,0.00002071507,0.0001899542,0.000002304194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008217574,"about_ca_system_score_gemma":0.00005542349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009303197,"about_ca_topic_score_gemma":0.000004568891,"domain_scores_codex":[0.9992466,0.00003252215,0.0003201317,0.00008568238,0.00009615669,0.0002189374],"domain_scores_gemma":[0.9993795,0.00009348126,0.0001865498,0.00008746223,0.0001552633,0.00009774788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001247851,0.0003156391,0.004009895,0.0000922427,0.000899691,0.01458597,0.0005008517,8.048273e-7,0.5949051,0.04477914,0.001630296,0.3370325],"study_design_scores_gemma":[0.0198226,0.001739527,0.4065486,0.0002395966,0.002038324,0.3703079,0.0006755795,0.00000952622,0.07728303,0.01131261,0.1096676,0.000355036],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632586,0.02971696,0.0001014968,0.003470839,0.00009694133,0.00005611937,0.000002083328,0.000005919339,0.003291006],"genre_scores_gemma":[0.9942176,0.004775697,0.0002611861,0.0002136378,0.0001803563,0.000001125902,1.390284e-7,0.000008822937,0.0003414257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5176221,"threshold_uncertainty_score":0.2206463,"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."}}