{"id":"W3109222706","doi":"10.1016/j.jclinepi.2020.11.018","title":"GRADE Concept Paper 1: Validating the “F.A.C.E” instrument using stakeholder perceptions of feasibility, acceptability, cost, and equity in guideline implement","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McGill University; Impact; Public Health Agency of Canada; Bruyère; University of Ottawa","funders":"European Centre for Disease Prevention and Control; Public Health Agency of Canada; World Health Organization","keywords":"Guideline; Stakeholder; Brainstorming; Stakeholder engagement; Knowledge translation; Grading (engineering); Knowledge management; Stakeholder analysis; Face validity; Process management; Computer science; Medical education; Medicine; Business; Public relations; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09052704,0.0001746546,0.001866078,0.00008458578,0.0003244636,0.000006214021,0.0005410796,0.0002394235,0.00249156],"category_scores_gemma":[0.1222849,0.0001120788,0.0002514229,0.0003495219,0.0006284587,0.000281588,0.0008005278,0.001808049,0.000005273003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719398,"about_ca_system_score_gemma":0.001729529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007074175,"about_ca_topic_score_gemma":0.0004645881,"domain_scores_codex":[0.9564707,0.02617116,0.01546576,0.00044873,0.0005308437,0.0009127647],"domain_scores_gemma":[0.9400997,0.05189963,0.006268125,0.0003950333,0.0006146829,0.00072281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008326826,0.00006855046,0.9778785,0.0000832062,0.00002061167,0.000001310532,0.004202239,0.0002823005,0.0001553467,0.00129413,0.005591512,0.01033905],"study_design_scores_gemma":[0.00310266,0.0006015745,0.9606773,0.00007629301,0.00004316576,0.00001040895,0.01214211,0.00266748,0.000007261116,0.00577687,0.01478196,0.0001129392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7990555,0.00004207193,0.007432128,0.1918683,0.0004660789,0.0009589394,0.00006515006,0.00000630781,0.0001054358],"genre_scores_gemma":[0.9032388,0.0001458694,0.01622321,0.07967644,0.0006857287,0.00001250226,0.000003582603,0.00001038245,0.000003487353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1121919,"threshold_uncertainty_score":0.9984203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9573684455090367,"score_gpt":0.7838099502496856,"score_spread":0.1735584952593511,"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."}}