{"id":"W2152293491","doi":"10.1016/j.jcrc.2007.08.004","title":"Factors predicting adherence to the Canadian Clinical Practice Guidelines for nutrition support in mechanically ventilated, critically ill adult patients","year":2007,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Clinical Evaluation Research Unit; Queen's University","funders":"","keywords":"Medicine; Parenteral nutrition; Observational study; Guideline; Clinical nutrition; Critically ill; Intensive care; Prospective cohort study; Emergency medicine; Intensive care medicine; Intensive care unit; Multilevel model; Cohort; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00276547,0.0001935244,0.0004796345,0.0002313294,0.000200971,0.00009151638,0.0003860745,0.00033343,0.00003530021],"category_scores_gemma":[0.2033887,0.0001460755,0.0003754568,0.000212361,0.0001533612,0.0002915645,0.0000442503,0.0009249343,0.000006167218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002950175,"about_ca_system_score_gemma":0.000101544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000792811,"about_ca_topic_score_gemma":0.05796329,"domain_scores_codex":[0.995563,0.0002843042,0.002535869,0.0002956504,0.0006139128,0.0007072829],"domain_scores_gemma":[0.9718155,0.003650353,0.000253555,0.0001965816,0.0231892,0.0008947799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03581285,0.01256109,0.5086153,0.002436491,0.000218961,0.001228403,0.005562376,0.0000471657,0.000385776,0.003655801,0.313513,0.1159628],"study_design_scores_gemma":[0.02845655,0.09347774,0.4056798,0.003150814,0.00187256,0.0005714867,0.06267122,0.0005803023,0.001750434,0.008203167,0.3919602,0.001625809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5613232,0.0001140018,0.003750612,0.4275146,0.005994347,0.0009418994,0.0002114137,0.00002554472,0.0001243888],"genre_scores_gemma":[0.8614368,0.000004180712,0.01201924,0.1255427,0.0009378737,0.000009504976,0.00002495129,0.00002319245,0.000001562476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3019719,"threshold_uncertainty_score":0.9592264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171214976501058,"score_gpt":0.4692597896727257,"score_spread":0.3521382920226199,"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."}}