{"id":"W4315477391","doi":"10.1016/j.jclinepi.2022.12.024","title":"Methods for living guidelines: early guidance based on practical experience. Paper 1: Introduction","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Australian Diabetes Educators Association; State Government of Victoria; Australian Diabetes Society; Equity Trustees; Australian Government; Ian Potter Foundation; David and Elaine Potter Foundation; Diabetes Australia; Department of Health and Social Care; Infectious Diseases Society of America; U.S. Department of Health and Human Services","keywords":"Nice; Guideline; Grading (engineering); Excellence; Assisted living; Medicine; Independent living; Living lab; Medical education; Management science; Gerontology; Computer science; Political science; Engineering; World Wide Web","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":["metaresearch"],"category_scores_codex":[0.2168817,0.00179376,0.001298033,0.004043689,0.00362652,0.01004494,0.005929486,0.01117022,0.02357569],"category_scores_gemma":[0.3957039,0.002010895,0.002200264,0.003744422,0.006170372,0.01728341,0.009538217,0.01108561,0.02122359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005594363,"about_ca_system_score_gemma":0.02917063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222065,"about_ca_topic_score_gemma":0.00832334,"domain_scores_codex":[0.7478825,0.1980994,0.02117858,0.003959957,0.02643214,0.002447386],"domain_scores_gemma":[0.6234508,0.2570825,0.01968607,0.03011475,0.05718876,0.01247711],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009747611,0.0005584625,0.001540924,0.006562874,0.00005924077,0.000597191,0.03675098,0.0005169224,0.001116451,0.03197377,0.4669201,0.4533055],"study_design_scores_gemma":[0.0001546956,0.0002660924,0.001111408,0.01602396,0.0000379905,0.0007688606,0.009511176,0.0005258344,0.0009136486,0.03119832,0.9393294,0.0001586602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006170609,0.01395416,0.5103791,0.3218434,0.02422069,0.0369948,0.002036753,0.004742185,0.07965834],"genre_scores_gemma":[0.01299088,0.005829182,0.9254809,0.02370109,0.001394578,0.01709185,0.0006698268,0.0007135405,0.01212823],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7831183,"threshold_uncertainty_score":0.9657243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7663515733829163,"score_gpt":0.7232744044824214,"score_spread":0.04307716890049484,"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."}}