{"id":"W4399595924","doi":"10.1002/clt2.12377","title":"Embedding patients' values and preferences in guideline development for allergic diseases: The case study of Allergic Rhinitis and its Impact on Asthma 2024","year":2024,"lang":"en","type":"article","venue":"Clinical and Translational Allergy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane; McMaster University; Impact","funders":"","keywords":"Medicine; Asthma; Guideline; Psychological intervention; Grading (engineering); Context (archaeology); Quality of life (healthcare); Family medicine; Nursing; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08739246,0.0005136825,0.0009355985,0.002164311,0.003078851,0.006966971,0.00117862,0.006570525,0.004484921],"category_scores_gemma":[0.1647837,0.0004495787,0.002370724,0.003615941,0.00426923,0.0048622,0.004703365,0.005859922,0.000292475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009466923,"about_ca_system_score_gemma":0.0103852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01279818,"about_ca_topic_score_gemma":0.02671546,"domain_scores_codex":[0.8465009,0.1407794,0.003899809,0.0009338431,0.005612614,0.00227339],"domain_scores_gemma":[0.792772,0.1904607,0.006920993,0.002482747,0.005540777,0.001822831],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001555335,0.001682891,0.08464816,0.008010602,0.001244294,0.01731221,0.06002155,0.02263365,0.001014074,0.3317542,0.04575451,0.4243686],"study_design_scores_gemma":[0.002327419,0.002278438,0.06861888,0.03034038,0.002132806,0.01512381,0.1115291,0.04849607,0.003014088,0.407812,0.3075027,0.000824369],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4530678,0.03634347,0.05831276,0.3416145,0.0008042114,0.001939818,0.001226676,0.00006496725,0.1066258],"genre_scores_gemma":[0.9345427,0.007671137,0.04853392,0.006672712,0.0001826018,0.0006188235,0.0001897892,0.00002681173,0.001561451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9126076,"threshold_uncertainty_score":0.462181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2720185347414085,"score_gpt":0.4783909509605647,"score_spread":0.2063724162191563,"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."}}