{"id":"W2066628486","doi":"10.1016/j.clnu.2014.11.011","title":"Predictors of dietitian consult on medical and surgical wards","year":2014,"lang":"en","type":"article","venue":"Clinical Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; St. Boniface Hospital; Royal Alexandra Hospital; Jewish General Hospital; Université de Sherbrooke; Toronto General Hospital; Vitalité Health Network; St. Michael's Hospital; Research Institute for Aging; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; University of Waterloo","funders":"Canadian Nutrition Society","keywords":"Medicine; Malnutrition; Logistic regression; Enteral administration; Prospective cohort study; Body mass index; Parenteral nutrition; Dysphagia; Cohort; Pediatrics; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006759147,0.0002741163,0.0004086708,0.001431916,0.000862826,0.001014513,0.0006267354,0.001376857,0.01198132],"category_scores_gemma":[0.01202484,0.0004068139,0.000734506,0.001489403,0.0003899301,0.0006490017,0.001189775,0.002051441,0.000754388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007706389,"about_ca_system_score_gemma":0.002066856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01365946,"about_ca_topic_score_gemma":0.02331635,"domain_scores_codex":[0.998758,0.0003033338,0.0001980188,0.0001055733,0.0002397349,0.0003954046],"domain_scores_gemma":[0.9819312,0.005343212,0.006793505,0.0004676086,0.001092548,0.004371872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001120626,0.00008883115,0.9977722,0.00001514581,0.00003868105,0.0002029204,0.00008667255,0.0000354605,0.00008645172,0.00001982191,0.0003175243,0.001224231],"study_design_scores_gemma":[0.000006292018,0.00009281718,0.9971973,0.00005263436,0.00002685661,0.0007033724,0.001316893,0.0002585506,0.00003967015,0.00002907347,0.000268599,0.000007882939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959326,0.0006429144,0.0000822017,0.0006356791,0.00005318396,0.00001375237,0.0004446533,0.00001262506,0.002182313],"genre_scores_gemma":[0.9982646,0.0003447941,0.000207801,0.0002597869,0.00006536683,0.00000860861,0.0002686635,0.000008985168,0.0005714202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01365946,"threshold_uncertainty_score":0.04008144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05557217268136822,"score_gpt":0.4211201707642064,"score_spread":0.3655479980828382,"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."}}