{"id":"W1965436636","doi":"10.1177/0148607113496822","title":"Driving Perioperative Nutrition Quality Improvement Processes Forward!","year":2013,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; McGill University; Clinical Evaluation Research Unit; Queen's University","funders":"","keywords":"Medicine; Clinical nutrition; Audit; Parenteral nutrition; Randomized controlled trial; Perioperative; Guideline; Psychological intervention; Intensive care medicine; Medical nutrition therapy; MEDLINE; Evidence-based medicine; Knowledge translation; Health care; Nursing; Surgery; Alternative 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":[0.1214536,0.001298655,0.001276956,0.004026804,0.004345709,0.01858285,0.003577473,0.01073457,0.006501925],"category_scores_gemma":[0.2401974,0.0006944094,0.003067058,0.00441008,0.007779112,0.01879074,0.01080107,0.02103245,0.002433571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01157401,"about_ca_system_score_gemma":0.0755377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208266,"about_ca_topic_score_gemma":0.01417102,"domain_scores_codex":[0.8809015,0.0853105,0.006452305,0.004007102,0.01807792,0.005250652],"domain_scores_gemma":[0.6863088,0.1854743,0.02341829,0.01266229,0.0709883,0.02114801],"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":[0.0003253169,0.001331429,0.01332763,0.008551687,0.000571644,0.0003937109,0.01112685,0.002195044,0.0007659713,0.09037288,0.3170668,0.5539711],"study_design_scores_gemma":[0.001068078,0.001722131,0.02047371,0.03759159,0.0006366225,0.0004623981,0.03215182,0.00636081,0.002740712,0.2941975,0.6020859,0.0005086435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002308533,0.0141274,0.008596036,0.967026,0.003566918,0.0002012729,0.00006566291,0.0001471044,0.003961076],"genre_scores_gemma":[0.2330387,0.06471349,0.1823025,0.5063318,0.008460199,0.001617699,0.0004065117,0.0002838172,0.002845204],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1214536,"threshold_uncertainty_score":0.6423157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841313032381164,"score_gpt":0.3420374725067255,"score_spread":0.3136243421829139,"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."}}