{"id":"W4400511349","doi":"10.1002/jpen.2670","title":"Prevalence of malnutrition and impact on 30‐day hospital readmission in adults receiving home care and ambulatory care: A descriptive cohort study","year":2024,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of Waterloo; Research Institute for Aging; University of British Columbia; Vancouver Coastal Health","funders":"Vancouver Coastal Health Research Institute","keywords":"Medicine; Malnutrition; Ambulatory; Cohort; Ambulatory care; Cohort study; Emergency medicine; Day care; Hospital care; Descriptive statistics; Day hospital; Pediatrics; Health care; Nursing; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00130159,0.0003137866,0.0005053578,0.001265579,0.0005543,0.0009444742,0.0006353459,0.0005443274,0.001070336],"category_scores_gemma":[0.002587072,0.0004731662,0.0008825794,0.001379829,0.0003189757,0.0008051052,0.0007967209,0.000632613,0.0002324777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005709989,"about_ca_system_score_gemma":0.0004924041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01685789,"about_ca_topic_score_gemma":0.01638217,"domain_scores_codex":[0.9992235,0.0001544871,0.0001382156,0.0002107346,0.0001435267,0.000129588],"domain_scores_gemma":[0.9980191,0.0002206663,0.0009406522,0.0002036252,0.0002221232,0.0003939126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006206541,0.00003843041,0.9994394,0.000006162256,0.00004747732,0.0000339486,0.00007852128,0.000008371322,0.00003925658,0.000003883056,0.00004146724,0.0002009449],"study_design_scores_gemma":[0.000007055241,0.000128265,0.9993036,0.000006549802,0.00002149903,0.0001532989,0.000248382,0.00006225638,0.00001284838,0.000004396843,0.0000481309,0.000003676749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999176,0.00008190209,0.00004199718,0.00001450263,0.000002582178,0.00001766749,0.0005708621,0.000001646082,0.00009273097],"genre_scores_gemma":[0.9989981,0.00008635603,0.00006689312,0.00002874722,0.000005430243,0.00002711545,0.000712303,0.000001349076,0.00007359478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01685789,"threshold_uncertainty_score":0.03351957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220722047591401,"score_gpt":0.3099746324849077,"score_spread":0.2977674120089937,"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."}}