{"id":"W1985052557","doi":"10.1177/0148607114548227","title":"Nurses' Perceptions Regarding the Prevalence, Detection, and Causes of Malnutrition in Canadian Hospitals","year":2014,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Jewish General Hospital; University of Alberta; Université de Sherbrooke; University of Guelph; Vitalité Health Network; St. Michael's Hospital; University of Waterloo; University of Manitoba","funders":"Baxter International; Pfizer","keywords":"Malnutrition; Medicine; Family 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":[0.0003032399,0.00008126875,0.0002203508,0.000340327,0.0001018334,0.000026258,0.00003518276,0.00004791026,0.00002751706],"category_scores_gemma":[0.00005049771,0.00005959152,0.00006239471,0.0001109006,0.00006737146,0.0001987292,0.000007852881,0.0001981171,5.46467e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008341793,"about_ca_system_score_gemma":0.00002412535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899108,"about_ca_topic_score_gemma":0.004898642,"domain_scores_codex":[0.9990963,0.00008364777,0.0004247002,0.00009121186,0.0001362694,0.0001679175],"domain_scores_gemma":[0.9994044,0.00003843242,0.000154628,0.00005902764,0.000159978,0.0001835354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005426409,0.0003650381,0.9752962,0.002599564,0.00003307998,0.00002097236,0.001234826,0.000002066997,0.01124733,0.0002667298,0.001468923,0.006922615],"study_design_scores_gemma":[0.003814694,0.000857366,0.9824563,0.003651107,0.00007114382,0.0009594442,0.0007352208,0.0002902838,0.0005095043,0.001271262,0.005301987,0.00008170123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936646,0.000859951,0.00005467041,0.004857002,0.0002459346,0.0002135616,0.00001343124,0.000004214466,0.00008662215],"genre_scores_gemma":[0.9962444,0.00286009,0.0002166008,0.00035545,0.000270264,0.000009287729,0.000004010373,0.000005732836,0.00003419921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073782,"threshold_uncertainty_score":0.2870896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121445712458084,"score_gpt":0.2925854865677969,"score_spread":0.2804409153219885,"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."}}