{"id":"W4399283983","doi":"10.1136/bmjgh-2023-014404","title":"Public participation in decisions about measures to manage the COVID-19 pandemic: a systematic review","year":2024,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Pandemic; Public health; Context (archaeology); Public relations; Social distance; Psychological intervention; Public participation; Political science; Business; Coronavirus disease 2019 (COVID-19); Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01136976,0.0003297918,0.002249743,0.0001595864,0.0005643226,0.0002684406,0.0009212277,0.0001980964,0.00004935738],"category_scores_gemma":[0.01289944,0.0001960033,0.0004454595,0.00283609,0.0000193417,0.0001232083,0.0001574373,0.0003420636,0.0008386528],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003983129,"about_ca_system_score_gemma":0.006603552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336213,"about_ca_topic_score_gemma":0.0818512,"domain_scores_codex":[0.9920408,0.003906849,0.001827375,0.0005251299,0.0009446619,0.0007551498],"domain_scores_gemma":[0.9970141,0.0008293166,0.0005765767,0.0007179317,0.0001057019,0.0007563868],"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":[0.000001164388,0.0000289357,0.00004125792,0.6008971,0.00004336719,0.00002341394,0.0008700251,3.496306e-7,4.054782e-11,0.01865485,0.0609782,0.3184613],"study_design_scores_gemma":[0.00003066081,0.00001546718,0.00001460097,0.3056779,0.0004059316,0.00001569955,0.00009335241,6.69594e-7,1.370903e-11,0.001251687,0.6923595,0.000134564],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.191064e-7,0.9576538,0.0002777389,0.02807706,0.0004259829,0.01106554,0.00008852017,0.0001223821,0.002288507],"genre_scores_gemma":[0.00005752897,0.9801652,0.00002764963,0.01687762,0.0002415752,0.002169097,0.00002388223,0.0000193359,0.0004180981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6313813,"threshold_uncertainty_score":0.9999393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4000140206624118,"score_gpt":0.5706482900188345,"score_spread":0.1706342693564227,"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."}}