{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009146594,0.0002494341,0.0003525764,0.0008045247,0.005533028,0.001469833,0.0008106808,0.0005856968,0.004746423],"category_scores_gemma":[0.005289156,0.0001780291,0.0004394867,0.002848341,0.0008896535,0.0005203935,0.001097389,0.0008987453,0.0002305909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03244125,"about_ca_system_score_gemma":0.05398905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9733594,"about_ca_topic_score_gemma":0.9868141,"domain_scores_codex":[0.9985126,0.0001651851,0.0001163791,0.00013006,0.0005148685,0.0005609291],"domain_scores_gemma":[0.9960476,0.0002830027,0.000893619,0.00005996102,0.001313119,0.001402734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001116524,0.00004882784,0.9583938,0.0002266367,0.00005007818,0.000385785,0.001796753,0.00007826791,0.0001945308,0.0004821604,0.01220977,0.02602177],"study_design_scores_gemma":[0.00001529378,0.00005436774,0.9846474,0.0004083056,0.00005669186,0.0004145642,0.007216368,0.000168275,0.00007819627,0.0002134364,0.006696926,0.00003022905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273322,0.006615582,0.0003363175,0.03038615,0.0002358154,0.0001679425,0.004018556,0.00004284871,0.03086463],"genre_scores_gemma":[0.9926915,0.002797565,0.0005154552,0.002342178,0.00005940652,0.00002280307,0.0008578537,0.000006676888,0.0007066223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03244125,"threshold_uncertainty_score":0.2353788,"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."}}