{"id":"W4402201971","doi":"10.1162/2e3983f5.c1cb1471","title":"Review 2: \"Determinants of Timely Malaria Treatment among Under-Five Children Attending Public Health Facilities in Kisumu East Sub-County, Kenya: A Health Facility-Based Cross-Sectional Study\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Malaria; Cross-sectional study; Environmental health; Health facility; Public health; Geography; Socioeconomics; Medicine; Health services; Population; Nursing; Sociology","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":[0.01029235,0.001431659,0.0048062,0.0076148,0.00117002,0.004066361,0.003319785,0.003358745,0.0173151],"category_scores_gemma":[0.08529217,0.0009642035,0.003204521,0.01000293,0.001355863,0.003946415,0.002173073,0.002203217,0.003800421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004207748,"about_ca_system_score_gemma":0.02039198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009548056,"about_ca_topic_score_gemma":0.02145565,"domain_scores_codex":[0.9901032,0.003301409,0.002010744,0.0006438494,0.003573612,0.0003672083],"domain_scores_gemma":[0.9445205,0.02941567,0.008741519,0.0009381294,0.01531057,0.001073691],"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":[0.0001224793,0.00002480488,0.0006735495,0.6790011,0.001296237,0.0001244292,0.0003297686,0.000102992,0.0001599221,0.001018545,0.2103488,0.1067975],"study_design_scores_gemma":[0.000147208,0.0001056087,0.004849104,0.6678687,0.003754687,0.0004279966,0.0003850493,0.00007535842,0.0001447704,0.0005725698,0.321618,0.00005095089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000426232,0.972606,0.0003378827,0.01381706,0.007844254,0.0007781147,0.00161997,0.0000581307,0.00251239],"genre_scores_gemma":[0.002874612,0.9868661,0.0003421839,0.005760182,0.001755721,0.0004883424,0.0006250603,0.00002417635,0.001263755],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0173151,"threshold_uncertainty_score":0.05792475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2367409312972986,"score_gpt":0.4999284295108796,"score_spread":0.2631874982135809,"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."}}