{"id":"W4401893879","doi":"10.1101/2024.08.21.24312371","title":"COVER-ME: Developing and Evaluating community-based interventions to promote vaccine uptake in East London minority ethnicity (ME) populations; underserved migrants and persons with low income: protocol for a pilot randomised controlled trial","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Ethnic group; Psychological intervention; Medicine; Randomized controlled trial; Protocol (science); Family medicine; Gerontology; Political science; Alternative medicine; Nursing; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.04998662,0.006497875,0.01149959,0.002800829,0.002362513,0.005003716,0.004873304,0.00780491,0.06904237],"category_scores_gemma":[0.04394386,0.003362603,0.007658391,0.003149771,0.004754832,0.004341757,0.003501615,0.00755477,0.01243991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005768215,"about_ca_system_score_gemma":0.01545895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002817367,"about_ca_topic_score_gemma":0.004285299,"domain_scores_codex":[0.9748473,0.01546363,0.003123912,0.001695125,0.002450437,0.002419672],"domain_scores_gemma":[0.9835787,0.005880911,0.003559881,0.002032211,0.003045866,0.001902506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8508186,0.02049498,0.001122315,0.05231725,0.00359243,0.0002803333,0.001263946,0.00340794,0.002517892,0.005105386,0.01195427,0.04712465],"study_design_scores_gemma":[0.9048037,0.05584667,0.002398757,0.006256641,0.001549967,0.00006125991,0.0004012737,0.001970966,0.001119725,0.002771965,0.02267284,0.0001462677],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001651788,0.0001337862,0.000692154,0.00007143521,0.00009754115,0.9966079,0.000401549,0.00004269075,0.0003010913],"genre_scores_gemma":[0.001258287,0.00005866087,0.001138231,0.00004459263,0.00001366354,0.9972634,0.00005333305,0.000002811353,0.0001670231],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06904237,"threshold_uncertainty_score":0.2643576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1612611856696852,"score_gpt":0.4157488409700643,"score_spread":0.254487655300379,"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."}}