{"id":"W4402763178","doi":"10.2196/preprints.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 (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Coronavirus disease 2019 (COVID-19); Protocol (science); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Caribbean region; Business; Medicine; Economic growth; Political science; Computer science; Virology; World Wide Web; Economics; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1601025,0.003088734,0.002836569,0.003807991,0.008812896,0.006759403,0.007524528,0.006856225,0.06644426],"category_scores_gemma":[0.1281258,0.003816975,0.007293433,0.003458087,0.004743284,0.005053938,0.008712686,0.01079562,0.01282237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02399096,"about_ca_system_score_gemma":0.1739342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0246318,"about_ca_topic_score_gemma":0.04163528,"domain_scores_codex":[0.9185638,0.05467451,0.009431382,0.002393234,0.008169493,0.006767573],"domain_scores_gemma":[0.8893968,0.0288269,0.01011281,0.009623975,0.04924563,0.0127938],"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":[0.03576706,0.02836015,0.01052619,0.0816609,0.001093228,0.0008299786,0.03030254,0.007775149,0.003199671,0.02951494,0.335224,0.4357462],"study_design_scores_gemma":[0.07509049,0.02311201,0.04338852,0.08109634,0.001567669,0.0002437505,0.02329219,0.003655808,0.009724574,0.01451337,0.7235994,0.000715785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001311323,0.00009301648,0.001334207,0.0009373726,0.0001349214,0.9918406,0.001955355,0.00005414299,0.002339029],"genre_scores_gemma":[0.001003338,0.00008562685,0.003997158,0.0002497162,0.00001393578,0.9938661,0.000333866,0.000004813762,0.0004453395],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1601025,"threshold_uncertainty_score":0.8467131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839395017569358,"score_gpt":0.45119278190456,"score_spread":0.2672532801476242,"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."}}