{"id":"W4388424803","doi":"10.3389/fgwh.2023.1147583","title":"Insecticide-treated net utilization and associated factors among pregnant women in Ethiopia: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Frontiers in Global Women s Health","topic":"Malaria Research and Control","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Haramaya University","keywords":"Meta-analysis; Medicine; Obstetrics; Environmental health; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005130119,0.000637827,0.01424422,0.001000106,0.0001028098,0.00008931707,0.0002047047,0.0004665327,0.00005196425],"category_scores_gemma":[0.002213425,0.000431854,0.0005559232,0.004978704,0.0001157164,0.00009998117,0.0001156152,0.0007521532,0.000002550467],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005478487,"about_ca_system_score_gemma":0.001198807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001867239,"about_ca_topic_score_gemma":0.001066604,"domain_scores_codex":[0.9920541,0.00300442,0.002090257,0.0008382748,0.0006715084,0.00134145],"domain_scores_gemma":[0.9971767,0.0002448114,0.001050041,0.000554938,0.000112681,0.0008608497],"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":[0.0000276048,0.0001235015,0.004956535,0.9183006,0.0736297,0.0000798772,0.0005872654,4.667766e-7,9.907527e-10,0.00003358156,0.0003796614,0.001881211],"study_design_scores_gemma":[0.003274656,0.00142261,0.01824557,0.3206435,0.6469625,0.00002974826,0.00242914,0.0004494832,8.932059e-9,0.0004155351,0.00481069,0.001316552],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001694987,0.9898208,0.00003494774,0.0003147335,0.00005038048,0.009022988,0.0004769195,0.00006731796,0.00004240403],"genre_scores_gemma":[0.0006750321,0.9951479,0.00002606164,0.0002951691,0.000007663505,0.00262267,0.0004063611,0.0000438822,0.0007752552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5976571,"threshold_uncertainty_score":0.9998133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08914006521839979,"score_gpt":0.381497104837927,"score_spread":0.2923570396195272,"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."}}