{"id":"W4412732031","doi":"10.2196/66546","title":"Strengthening the Capacity of Service Providers to Reduce the Impact of the COVID-19 Pandemic on African, Caribbean, and Black Communities: Protocol for the COVID-19 African, Caribbean, and Black Providers Project 2.0 Implementation and Evaluation","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Access Alliance Multicultural Health and Community Services; St. Michael's Hospital; Toronto Metropolitan University; Montfort Hospital; AIDS Committee of Toronto; Queen's University; Ottawa Public Health; MacEwan University; University of Toronto; Women's Health In Women's Hands; University of Ottawa","funders":"","keywords":"Preprint; Coronavirus disease 2019 (COVID-19); Protocol (science); Health care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Caribbean region; Business; Medicine; Political science; Computer science; Latin Americans; Virology; World Wide Web; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.2123926,0.004222956,0.003493272,0.005263186,0.01052046,0.007630903,0.009632106,0.007378363,0.05566299],"category_scores_gemma":[0.1407532,0.00428911,0.007566288,0.004582352,0.006005266,0.005271868,0.009694833,0.01149229,0.01005112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03361852,"about_ca_system_score_gemma":0.1949411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02347868,"about_ca_topic_score_gemma":0.03974223,"domain_scores_codex":[0.879396,0.08163147,0.01254914,0.003818557,0.01202141,0.0105835],"domain_scores_gemma":[0.8692533,0.03406157,0.01135273,0.01101744,0.06084428,0.0134707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03304566,0.03115295,0.0131617,0.08015654,0.001119344,0.001320936,0.03955699,0.01242446,0.003800977,0.042932,0.2124988,0.5288297],"study_design_scores_gemma":[0.06076497,0.02607024,0.04320229,0.08924346,0.001882713,0.0003850946,0.02767831,0.006316237,0.01470641,0.02029301,0.7085762,0.0008810882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001123182,0.0000739822,0.001838309,0.0004961415,0.00006983896,0.9927446,0.001285777,0.00005186953,0.002316295],"genre_scores_gemma":[0.001063366,0.00007715794,0.00619699,0.0001452738,0.000008461992,0.9919077,0.0002460963,0.000005290715,0.0003496158],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2123926,"threshold_uncertainty_score":0.9712602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4464461458153464,"score_gpt":0.6049752579692464,"score_spread":0.1585291121539,"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."}}