{"id":"W7001263487","doi":"","title":"An investigation of nutrition risk among hospitalised adults of advanced age admitted to the AT&amp;R wards at North Shore and Waitakere Hospitals : a thesis presented in partial fulfilment of the requirements for the degree of Master of Science in Nutrition and Dietetics at Massey University, Albany, New Zealand","year":2016,"lang":"en","type":"dissertation","venue":"Massey Research Online (Massey University)","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anthropometry; Body mass index; Descriptive statistics; Risk assessment; Malnutrition; Rehabilitation; Older people; Cognitive impairment","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088638,0.0002330618,0.00059636,0.001146772,0.0002648471,0.000009681159,0.000533221,0.0002011015,0.00001263617],"category_scores_gemma":[0.0005134922,0.0001659791,0.0001191137,0.00170723,0.0009822306,0.0002607392,0.0003697635,0.0003148101,1.23889e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005708543,"about_ca_system_score_gemma":0.0004360575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280118,"about_ca_topic_score_gemma":0.03298915,"domain_scores_codex":[0.9968762,0.0004639544,0.0006483707,0.0005025987,0.001097377,0.0004115138],"domain_scores_gemma":[0.9966414,0.000611331,0.0007501772,0.0005822129,0.00116465,0.0002502454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009516885,0.0007645862,0.9409956,0.003667045,0.0000887982,0.000009612465,0.005935124,0.00001978571,0.03727211,0.00006743217,0.0003143057,0.00134867],"study_design_scores_gemma":[0.007955345,0.001260154,0.9522176,0.005586858,0.0001646554,7.569754e-7,0.0112406,0.0003515377,0.02031446,0.0001059314,0.0006466972,0.0001553427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992566,0.0001923784,0.00001339216,0.00241364,0.00006681968,0.003843873,0.0008619719,0.000006645763,0.00003530886],"genre_scores_gemma":[0.9946333,0.002932976,0.0006772177,0.000008080547,0.00003084805,0.00001372457,0.0004960654,0.00002208832,0.001185731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03170903,"threshold_uncertainty_score":0.9846563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09380951234101899,"score_gpt":0.3529712873051274,"score_spread":0.2591617749641085,"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."}}