{"id":"W3120451288","doi":"10.1101/2021.01.09.21249490","title":"Nutritional Status in Patients with Acute heart failure: A systematic review and meta-analysis with trial sequential analysis","year":2021,"lang":"en","type":"review","venue":"medRxiv","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Meta-analysis; Heart failure; Hazard ratio; Confidence interval; Subgroup analysis; Study heterogeneity; Malnutrition; Cohort study; Publication bias; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0294458,0.002906763,0.02604254,0.006115389,0.0007191144,0.003594012,0.00233988,0.001928149,0.004309535],"category_scores_gemma":[0.05367063,0.001350192,0.04164927,0.006510898,0.00081527,0.002372015,0.00168459,0.002098588,0.0002783275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00294145,"about_ca_system_score_gemma":0.004211807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003226832,"about_ca_topic_score_gemma":0.007744924,"domain_scores_codex":[0.9765211,0.01413538,0.005719827,0.001578608,0.001608814,0.0004363061],"domain_scores_gemma":[0.9699128,0.02258066,0.004329229,0.00117418,0.001730049,0.000273012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002471081,0.00003427988,0.001982056,0.310011,0.6753171,0.00008423642,0.00005745597,0.0007062088,0.0001431702,0.0001843428,0.0004370271,0.008572034],"study_design_scores_gemma":[0.001038292,0.0002511211,0.001614117,0.01866023,0.9763231,0.00004240809,0.00002768349,0.0004622232,0.00009266022,0.0003852521,0.001080155,0.00002276782],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006718532,0.9870331,0.002523298,0.0003415931,0.000376603,0.001862194,0.0007703617,0.00006007911,0.00031428],"genre_scores_gemma":[0.3243766,0.6440293,0.01479835,0.001653584,0.0007425116,0.0119054,0.001671265,0.00009391737,0.0007291313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0294458,"threshold_uncertainty_score":0.1557261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08956290996138468,"score_gpt":0.3847713637132354,"score_spread":0.2952084537518508,"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."}}