{"id":"W2052117442","doi":"10.1016/j.jada.2003.09.034","title":"An evidence-based approach to the development of national dietary guidelines","year":2003,"lang":"en","type":"article","venue":"Journal of the American Dietetic Association","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Scientific evidence; Cynicism; Evidence-based medicine; Process (computing); Test (biology); Medicine; Quality (philosophy); Medical literature; Public health; Evidence-based practice; Psychology; Population; Medical education; Public relations; Alternative medicine; Family medicine; Political science; Environmental health; Nursing; Computer science; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3242401,0.002583648,0.004072553,0.02306279,0.008374919,0.01998709,0.01514616,0.0198745,0.005489873],"category_scores_gemma":[0.4423891,0.002713478,0.004613409,0.009020651,0.007149376,0.009446493,0.0143526,0.03207252,0.00144685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02635151,"about_ca_system_score_gemma":0.124779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02136276,"about_ca_topic_score_gemma":0.04944228,"domain_scores_codex":[0.6313902,0.2355598,0.06314999,0.006079508,0.0606293,0.00319118],"domain_scores_gemma":[0.4881002,0.3095787,0.02888389,0.01347834,0.1439783,0.01598054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003430663,0.004404348,0.01226258,0.01747225,0.002178768,0.0019866,0.01788601,0.009311195,0.001680737,0.1425797,0.1337758,0.6561189],"study_design_scores_gemma":[0.00217467,0.001923871,0.0274459,0.1482562,0.003430982,0.00223466,0.02506068,0.03167125,0.004823059,0.3579464,0.3936621,0.001370261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007064479,0.01847064,0.3149554,0.6050836,0.006825157,0.0137536,0.0005311455,0.0006137486,0.03270213],"genre_scores_gemma":[0.0471627,0.0071132,0.9193896,0.01827657,0.0008630895,0.00553776,0.0004252227,0.0000614223,0.00117044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3242401,"threshold_uncertainty_score":0.8333323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3518144699667468,"score_gpt":0.4980859591449272,"score_spread":0.1462714891781804,"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."}}