{"id":"W4401620319","doi":"10.1007/s11936-024-01055-1","title":"Dietary Sodium and Fluid Restriction for Patients with Heart Failure","year":2024,"lang":"en","type":"article","venue":"Current Treatment Options in Cardiovascular Medicine","topic":"Sodium Intake and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Health Research Council of New Zealand; Canadian Institutes of Health Research; University Hospital Foundation","keywords":"Medicine; Dietary Sodium; Heart failure; Intensive care medicine; Sodium; Fluid restriction; Clinical Practice; Internal medicine; Blood pressure; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002489362,0.0002263625,0.000433743,0.0003216894,0.000162853,0.00002778865,0.00004236837,0.00006910824,0.000009907963],"category_scores_gemma":[0.00003320867,0.0001545189,0.0002145269,0.0003632916,0.00009559345,0.0001381183,0.00001081592,0.0001404916,0.000009093951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999769,"about_ca_system_score_gemma":0.00004161219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001389084,"about_ca_topic_score_gemma":0.00004312504,"domain_scores_codex":[0.9985887,0.00007961364,0.0002609096,0.0004766102,0.0003083766,0.0002857527],"domain_scores_gemma":[0.9993175,0.0001214046,0.00002086556,0.0003546372,0.00007547559,0.0001100896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001142724,0.001991286,0.2405156,0.002201456,0.002397047,0.00002702864,0.003518918,0.0006213879,0.0001235094,0.0008150556,0.04260022,0.7040458],"study_design_scores_gemma":[0.008540956,0.004612753,0.2524197,0.001572243,0.002168446,0.00002727402,0.0004414151,0.0008546229,0.00005904181,0.0003755502,0.7285489,0.0003791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7744112,0.2061857,0.001013455,0.008069558,0.006296008,0.003460394,0.0001064078,0.0003189222,0.0001383799],"genre_scores_gemma":[0.9932293,0.003604128,0.001005508,0.00005104503,0.0009440716,0.0005315377,0.0005687847,0.00004368992,0.00002198973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7036666,"threshold_uncertainty_score":0.6301098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0336459193744512,"score_gpt":0.3127617035647864,"score_spread":0.2791157841903352,"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."}}