{"id":"W4413367086","doi":"10.12688/hrbopenres.14191.1","title":"Stakeholder engagement in health technology assessment: a scoping review protocol","year":2025,"lang":"en","type":"article","venue":"HRB Open Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College; Institute of Population and Public Health","funders":"","keywords":"Stakeholder engagement; Protocol (science); Stakeholder; Health technology; Knowledge management; Environmental planning; Computer science; Medicine; Political science; Public relations; Geography; Health care","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":[0.2080432,0.003653523,0.006745715,0.0141099,0.006583987,0.01128683,0.006215004,0.0124108,0.1313519],"category_scores_gemma":[0.2006632,0.005478121,0.008312111,0.01613279,0.007249986,0.01046573,0.01051012,0.01032395,0.04048837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01526517,"about_ca_system_score_gemma":0.1154092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0056938,"about_ca_topic_score_gemma":0.01144241,"domain_scores_codex":[0.8865476,0.06047761,0.03211769,0.005122255,0.01168204,0.004052814],"domain_scores_gemma":[0.8108528,0.08350482,0.01705211,0.02091033,0.0612064,0.006473525],"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":[0.006064867,0.001112657,0.001495888,0.3924023,0.0007523985,0.001874855,0.02276191,0.002904014,0.004249161,0.04548216,0.3703876,0.1505121],"study_design_scores_gemma":[0.007723862,0.0007743041,0.003548693,0.2419556,0.0004791363,0.0005240098,0.00723721,0.001263076,0.001898193,0.02095921,0.7132895,0.0003472307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003050183,0.0004538321,0.003321333,0.001147835,0.0003142169,0.9863091,0.005418722,0.0001360599,0.002593876],"genre_scores_gemma":[0.0002977812,0.0004174404,0.005087736,0.0003165098,0.00002743512,0.9925535,0.0007561963,0.00001634875,0.0005270537],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2080432,"threshold_uncertainty_score":0.9766237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8670901189289328,"score_gpt":0.6953885835790975,"score_spread":0.1717015353498353,"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."}}