{"id":"W1990688519","doi":"10.4061/2011/732746","title":"Hyponatremia and Congestive Heart Failure: A Marker of Increased Mortality and a Target for Therapy","year":2011,"lang":"en","type":"article","venue":"International Journal of Nephrology","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hyponatremia; Medicine; Heart failure; Volume overload; Vasopressin; Intensive care medicine; Vasopressin Antagonists; Diuretic; Clinical trial; Intravascular volume status; Tolvaptan; Cardiology; Internal medicine; Acute decompensated heart failure; Receptor; Antagonist; Hemodynamics","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":[0.0005452883,0.000361792,0.001292899,0.0005538962,0.0002994353,0.0007275812,0.0003440792,0.0008983954,0.001455605],"category_scores_gemma":[0.001211065,0.0000896548,0.0002664863,0.0004029354,0.0002919791,0.0006748707,0.0003882487,0.001489601,0.0003986402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004153003,"about_ca_system_score_gemma":0.0008053163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002667491,"about_ca_topic_score_gemma":0.0005934598,"domain_scores_codex":[0.9997321,0.00008916442,0.00003298785,0.00001950042,0.0001008917,0.00002532056],"domain_scores_gemma":[0.9995056,0.0001044271,0.0001382887,0.00001160565,0.00008871847,0.0001512317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004643461,0.001646867,0.09094243,0.002870037,0.00056755,0.004758405,0.0002890571,0.0007325154,0.01295559,0.006240119,0.04872984,0.8256242],"study_design_scores_gemma":[0.002697099,0.0117332,0.5570725,0.006348765,0.00179912,0.03867311,0.001519813,0.007059322,0.006657328,0.02802471,0.3380809,0.000334238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.154316,0.6792334,0.004893472,0.1139975,0.005013476,0.0002719658,0.0003449895,0.0002264308,0.0417027],"genre_scores_gemma":[0.726599,0.2319922,0.007043264,0.01310636,0.01285994,0.0002719021,0.0004671931,0.00002882102,0.00763131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001455605,"threshold_uncertainty_score":0.004869461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03489331929966776,"score_gpt":0.3044870541610689,"score_spread":0.2695937348614011,"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."}}