{"id":"W4403831492","doi":"10.1681/asn.20244wa0qdqa","title":"Clinical and Nutritional Variables Associated with Hospital Stay Days in Older Adults with CKD","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; Gerontology; Kidney disease; Malnutrition; Pediatrics; Emergency medicine; Internal medicine","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":[0.0005248034,0.0001657518,0.0002635955,0.0007346877,0.0003342282,0.000400118,0.0002236834,0.0003359131,0.001221687],"category_scores_gemma":[0.003348004,0.0001181402,0.0003309229,0.0008938258,0.0001898204,0.0003152713,0.0003975779,0.000571406,0.00008253005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696678,"about_ca_system_score_gemma":0.0003437574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003817177,"about_ca_topic_score_gemma":0.005791437,"domain_scores_codex":[0.9996243,0.00009779104,0.00008920363,0.00005262818,0.00007943254,0.00005659123],"domain_scores_gemma":[0.9975472,0.0005134232,0.001353147,0.00005401667,0.000186189,0.0003459087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003462955,0.00001319939,0.9995901,0.000006331698,0.00001500185,0.00001585858,0.0000182582,0.0000135229,0.00002248617,0.00000295568,0.00002156467,0.0002462082],"study_design_scores_gemma":[0.000002068153,0.00003913006,0.9996674,0.000004847127,0.00000900449,0.00008630031,0.00007505485,0.00006639079,0.000009598228,0.000007805806,0.00003107261,0.000001342281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993159,0.0002544911,0.00002451309,0.00003735716,0.000003909633,0.000003553103,0.0002024028,9.492321e-7,0.0001568369],"genre_scores_gemma":[0.9996173,0.0000774136,0.00003863258,0.00001411851,0.000005773388,0.000004804536,0.000207906,4.304925e-7,0.00003362037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003817177,"threshold_uncertainty_score":0.007589877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206525975580328,"score_gpt":0.2974962244494258,"score_spread":0.2854309646936224,"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."}}