{"id":"W4295879471","doi":"10.1016/j.waojou.2022.100679","title":"Quality and consistency of clinical practice guidelines on the prevention of food allergy and atopic dermatitis: Systematic review protocol","year":2022,"lang":"en","type":"article","venue":"World Allergy Organization Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; McMaster University; Queen's University; Impact","funders":"Health and Medical Research Fund; National Medical Research Council; Medical Research Council; Chinese University of Hong Kong","keywords":"Medicine; Guideline; Atopic dermatitis; Protocol (science); Systematic review; Psychological intervention; Consistency (knowledge bases); Excellence; Food allergy; Alternative medicine; Family medicine; Quality (philosophy); MEDLINE; Allergy; Pathology; Nursing; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007379948,0.0001273604,0.0006856635,0.00009602236,0.0002331276,0.00002227118,0.0001142379,0.00003308369,0.0008333069],"category_scores_gemma":[0.07086857,0.00008977175,0.0000957831,0.0004947793,0.00008010898,0.0001947844,0.0001262788,0.0003891482,0.000001460368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003840995,"about_ca_system_score_gemma":0.0003759328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009856603,"about_ca_topic_score_gemma":0.00003279357,"domain_scores_codex":[0.9926781,0.001980563,0.004333239,0.0001854228,0.0007224848,0.0001001919],"domain_scores_gemma":[0.9906303,0.002584242,0.004004382,0.0003077451,0.002369613,0.0001036929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002292321,0.0106302,0.02469284,0.3922345,0.01606106,0.0001438008,0.003468252,0.0003670146,0.001188542,0.1933548,0.3138096,0.04175702],"study_design_scores_gemma":[0.04101121,0.01583418,0.2072342,0.1466037,0.005959797,0.01283326,0.02544648,0.00133004,0.001033749,0.01209463,0.5287398,0.001879028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06170999,0.01272752,0.01112638,0.7224668,0.001388867,0.1871225,0.00006646627,0.0001471074,0.003244333],"genre_scores_gemma":[0.7078606,0.0191752,0.04598874,0.2064561,0.001385307,0.01618095,0.0002110921,0.0002578346,0.002484164],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6461506,"threshold_uncertainty_score":0.9369579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2588693274274623,"score_gpt":0.520269877522107,"score_spread":0.2614005500946446,"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."}}