{"id":"W2149954609","doi":"10.1177/0884533615598954","title":"Malnutrition Matters in Canadian Hospitalized Patients","year":2015,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Malnutrition; Medicine; Context (archaeology); Psychological intervention; Health care; Family medicine; Clinical nutrition; Pediatrics; Intensive care medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002636214,0.0001260151,0.0003759277,0.0004863634,0.0000408156,0.00002997353,0.00007601441,0.0002704502,0.0001100658],"category_scores_gemma":[0.00564743,0.0001415964,0.00007691291,0.0005126977,0.0000658704,0.000481652,0.00001669685,0.0007799313,0.0002795751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007901432,"about_ca_system_score_gemma":0.0004465329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03860195,"about_ca_topic_score_gemma":0.01627479,"domain_scores_codex":[0.9972441,0.0004449269,0.001131187,0.000345535,0.0003817199,0.0004525597],"domain_scores_gemma":[0.9975861,0.0006744136,0.0001906194,0.000223761,0.00042319,0.0009018713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00199455,0.005803434,0.8736759,0.0003412291,0.0000108592,0.0003434686,0.0001420073,9.755707e-7,0.000002902928,0.00063994,0.1149317,0.002113074],"study_design_scores_gemma":[0.02413644,0.0005951325,0.4763429,0.0007789666,0.00002676769,0.00003778477,0.0004348503,0.0001159607,0.000005323811,0.002196531,0.4951577,0.000171602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6683336,0.0004751463,0.00002993007,0.3067942,0.00158146,0.002162299,0.00003764553,0.00008771686,0.02049798],"genre_scores_gemma":[0.9307474,0.0007573004,0.01090415,0.05678007,0.0003630698,0.0001420003,0.0002076548,0.00002554695,0.00007282363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3973329,"threshold_uncertainty_score":0.9678001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261341691078107,"score_gpt":0.479555405684337,"score_spread":0.3534212365765263,"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."}}