{"id":"W4403475485","doi":"10.1002/cl2.1444","title":"Protocol: Assessing the impact of interest‐holder engagement on guideline development: A systematic review","year":2024,"lang":"en","type":"review","venue":"Campbell Systematic Reviews","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Dalhousie University; Public Health Agency of Canada; Bruyère; University of Ottawa; McMaster University; Impact","funders":"National Health and Medical Research Council; Medical Research Council; Agency for Healthcare Research and Quality; Canadian Institutes of Health Research; National Institute for Health and Care Research; National Institute for Health and Care Excellence; Patient-Centered Outcomes Research Institute","keywords":"Checklist; Guideline; Protocol (science); Systematic review; Empirical research; Process (computing); Psychology; Medicine; Medical education; MEDLINE; Computer science; Alternative medicine; Political science; Mathematics; Pathology","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","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow"],"category_scores_codex":[0.04835503,0.001609806,0.01845359,0.0004546393,0.0001555446,0.0002346106,0.001026783,0.0003514404,0.0004119538],"category_scores_gemma":[0.0550286,0.0006383206,0.004749804,0.001436221,0.00008490231,0.0002010946,0.0003848182,0.001631324,0.002815933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113566,"about_ca_system_score_gemma":0.002145155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001588317,"about_ca_topic_score_gemma":0.000004760607,"domain_scores_codex":[0.959298,0.01116443,0.02671888,0.001052909,0.001195025,0.0005708176],"domain_scores_gemma":[0.9731598,0.006144002,0.01601761,0.00365171,0.000732231,0.0002946289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003672983,0.0001895163,2.624783e-7,0.9342516,0.001970167,0.00002960257,0.00009963257,1.809065e-7,2.864677e-7,0.00003262881,0.0386898,0.02473266],"study_design_scores_gemma":[0.0002136713,0.0001581175,1.016727e-7,0.6095958,0.02519625,0.0003224947,0.00005077452,0.00002014065,2.060619e-7,0.000006680333,0.3641267,0.0003090501],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.291758e-7,0.6003759,0.0002954418,0.00009840449,0.0002009339,0.3986417,0.00001079262,0.00005369204,0.0003229841],"genre_scores_gemma":[9.386496e-7,0.6710598,0.0008043054,0.0005186165,0.0001953516,0.3264866,0.0001718386,0.000156408,0.0006060926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3254369,"threshold_uncertainty_score":0.999665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.758611039272167,"score_gpt":0.6530205275600293,"score_spread":0.1055905117121377,"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."}}