{"id":"W6977265828","doi":"10.6084/m9.figshare.29526640.v1","title":"Additional file 1 of A scoping review of the roles, challenges, and strategies for enhancing the performance of community health workers in the response against COVID-19 in low- and middle-income countries","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Work (physics); Health care; Community health workers; Community health; Quality (philosophy); Government (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006956717,0.001522547,0.003245527,0.01163777,0.001169177,0.002936153,0.002844726,0.002480693,0.8467814],"category_scores_gemma":[0.1095413,0.001136275,0.003137799,0.01817204,0.0004879078,0.003882143,0.002291608,0.001274686,0.05665977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003923969,"about_ca_system_score_gemma":0.01097876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01863383,"about_ca_topic_score_gemma":0.03202882,"domain_scores_codex":[0.9963683,0.0008724952,0.00149439,0.0004318287,0.0005774166,0.0002555745],"domain_scores_gemma":[0.8766938,0.101853,0.008593254,0.001835714,0.009957157,0.001067044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006466554,0.0001163489,0.001264943,0.3121544,0.0004133243,0.00008411453,0.0003187677,0.000443242,0.0001045444,0.002505763,0.6558036,0.02614451],"study_design_scores_gemma":[0.0104749,0.0005190528,0.02625851,0.2780671,0.003209437,0.0005345313,0.001593218,0.001111081,0.0004702747,0.01428,0.6631957,0.0002862439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001985325,0.0008428,0.0003202748,0.0005219209,0.000102424,0.001387264,0.9947177,0.0001196519,0.001789515],"genre_scores_gemma":[0.01925923,0.01062158,0.02580062,0.005276691,0.0007944746,0.06753712,0.8398691,0.0008279558,0.03001323],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8467814,"threshold_uncertainty_score":0.2185477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06762208318991945,"score_gpt":0.3496465061872764,"score_spread":0.2820244229973569,"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."}}