{"id":"W1979380304","doi":"10.1002/hep.21412","title":"Hyponatremia in cirrhosis: Results of a patient population survey","year":2006,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":441,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"Sanofi","keywords":"Ascites; Hyponatremia; Spontaneous bacterial peritonitis; Medicine; Cirrhosis; Gastroenterology; Hepatic encephalopathy; Internal medicine; Hepatorenal syndrome; Sodium; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007517905,0.0002544956,0.0004330563,0.0007077314,0.0004033783,0.0005621066,0.0002291802,0.0005072332,0.0004797514],"category_scores_gemma":[0.001910689,0.0003053408,0.0004056345,0.001127842,0.0003068208,0.0005019459,0.0004245758,0.0004888361,0.0002190735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004398368,"about_ca_system_score_gemma":0.0004392728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009278733,"about_ca_topic_score_gemma":0.008336854,"domain_scores_codex":[0.9993432,0.0002444425,0.00007932414,0.0001000571,0.0001314228,0.0001015561],"domain_scores_gemma":[0.9987636,0.0002014416,0.0004380007,0.00008372378,0.0002132946,0.0003000209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004528213,0.00002563914,0.9990008,0.000007178345,0.00002446061,0.00004393032,0.0001010631,0.00002067114,0.00009472611,0.000003640581,0.00007584356,0.0005566603],"study_design_scores_gemma":[0.000004582405,0.00008835231,0.9993678,0.000002308361,0.00001074654,0.0001577801,0.000165414,0.00008740688,0.00001752371,0.000004215028,0.00009114909,0.000002769484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991205,0.0001576533,0.00006769619,0.00005850387,0.000003485487,0.00001033302,0.0003786034,0.000004328469,0.0001988867],"genre_scores_gemma":[0.9991102,0.0001440703,0.00007926481,0.00005358142,0.000008784344,0.00001574391,0.0005200049,0.000001491604,0.00006686822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009278733,"threshold_uncertainty_score":0.01844949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141266048648443,"score_gpt":0.2461618825021226,"score_spread":0.2347492220156382,"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."}}