{"id":"W4400052037","doi":"10.1111/eci.14265","title":"Salt versus no salt restriction in heart failure a review","year":2024,"lang":"en","type":"review","venue":"European Journal of Clinical Investigation","topic":"Sodium Intake and Health","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Heart failure; Medicine; Randomized controlled trial; Fluid restriction; Observational study; Internal medicine; Low sodium diet; Sodium; Intensive care medicine; Clinical trial; Cardiology; Blood pressure; Hyponatremia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01112604,0.0004235598,0.002654989,0.000469242,0.00006832457,0.0001023388,0.0004360496,0.0002619184,0.00005423763],"category_scores_gemma":[0.008146445,0.0003215914,0.001244485,0.0009639536,0.0001487108,0.0002790158,0.00006659135,0.003800423,0.002358757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693748,"about_ca_system_score_gemma":0.0007498921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009833723,"about_ca_topic_score_gemma":0.00001233023,"domain_scores_codex":[0.9861078,0.006466352,0.006051199,0.0004589385,0.0005888873,0.0003268555],"domain_scores_gemma":[0.9943847,0.001377204,0.003012953,0.0004226382,0.0003373603,0.0004651386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001807545,0.00006418146,0.00004376021,0.03808556,0.00008608803,0.0001598693,0.00004091948,9.023535e-7,4.325317e-7,0.00005983599,0.4895042,0.4717735],"study_design_scores_gemma":[0.0005383954,0.001119185,0.0001466123,0.1697681,0.001310411,0.00007490522,0.000004715677,0.00000477813,1.903464e-7,0.0001138534,0.8267059,0.0002130133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007375896,0.9796124,0.000006342713,0.006460436,0.0121957,0.0005761831,0.000008591644,0.00005113466,0.001015469],"genre_scores_gemma":[0.00002517954,0.9896093,0.001691435,0.00248539,0.005925076,0.000004289258,0.00005489116,0.0001271972,0.00007721603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4715605,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2774774110949979,"score_gpt":0.479324956987694,"score_spread":0.2018475458926962,"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."}}