{"id":"W2592438465","doi":"10.1177/0884533617693609","title":"How Much and What Type of Protein Should a Critically Ill Patient Receive?","year":2017,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Intensive care medicine; Calorie; Malnutrition; Critically ill; Parenteral nutrition; Critical illness; Enteral administration; Medical nutrition therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001091273,0.0004160611,0.001004162,0.0005067494,0.000927982,0.002220684,0.0006580226,0.002649586,0.003182915],"category_scores_gemma":[0.006058285,0.0001445824,0.0004162004,0.0003960638,0.001579187,0.002774553,0.0007705729,0.003326675,0.002223538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334307,"about_ca_system_score_gemma":0.002244887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150017,"about_ca_topic_score_gemma":0.00426173,"domain_scores_codex":[0.9993085,0.000249734,0.0001018488,0.00007330672,0.0001840809,0.00008258021],"domain_scores_gemma":[0.9989302,0.0003042794,0.000162641,0.00002295522,0.0002201641,0.0003597329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001174339,0.0006543306,0.02054864,0.003883602,0.0001361374,0.002147924,0.001004387,0.0005396249,0.003803148,0.01317159,0.1975659,0.7553703],"study_design_scores_gemma":[0.0003979763,0.002218497,0.05780858,0.02443232,0.0003340571,0.008528183,0.01165507,0.001491659,0.003990474,0.05616065,0.8326896,0.0002930583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02919801,0.3278494,0.01198369,0.5748575,0.009859584,0.0002486105,0.0006292999,0.0003233927,0.04505047],"genre_scores_gemma":[0.258143,0.5195854,0.0419506,0.1393087,0.01465895,0.0007870684,0.0007943343,0.0001759291,0.02459604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003182915,"threshold_uncertainty_score":0.01064789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1446125613057651,"score_gpt":0.4564375055757281,"score_spread":0.311824944269963,"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."}}