{"id":"W6920341255","doi":"10.60692/18wnm-74534","title":"Malaria among under-five children in Ethiopia: a systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaria; Funnel plot; Public health; Meta-analysis; Microsoft excel; Transmission (telecommunications); Statistical analysis; Epidemiology; Scale (ratio)","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":[0.01434421,0.002663214,0.01843218,0.008281488,0.0007747525,0.003572104,0.002141932,0.001839177,0.003906552],"category_scores_gemma":[0.02779732,0.00140842,0.03185256,0.007825372,0.0006028739,0.0020381,0.001520989,0.001737024,0.0002204014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002933565,"about_ca_system_score_gemma":0.005431259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006955498,"about_ca_topic_score_gemma":0.01685571,"domain_scores_codex":[0.9906312,0.004402699,0.002715916,0.0008823955,0.001020271,0.0003475148],"domain_scores_gemma":[0.9816032,0.01330044,0.002929437,0.0004480126,0.00148615,0.0002328573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001371304,0.00005423349,0.004607493,0.5817185,0.3971584,0.0002032825,0.0001181738,0.0005179122,0.0001536015,0.0001600502,0.0006652952,0.01327182],"study_design_scores_gemma":[0.0004185152,0.000265138,0.006007181,0.06443901,0.9257277,0.0001875449,0.00009455688,0.0002477689,0.0001210061,0.0001931237,0.002266945,0.00003150465],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003932329,0.9945767,0.0003320346,0.0001390387,0.00008947097,0.0003440321,0.0004230473,0.00001221076,0.0001510572],"genre_scores_gemma":[0.1220788,0.8722838,0.002280404,0.0005669398,0.0002139182,0.00153041,0.0007779333,0.00001670326,0.0002511213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01843218,"threshold_uncertainty_score":0.07586038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969433037220224,"score_gpt":0.2579842026739932,"score_spread":0.218289872301791,"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."}}