{"id":"W3044034466","doi":"10.1101/2020.07.19.20157081","title":"A systematic review and meta-analysis protocol on the association of malaria in pregnancy and adverse birth outcomes","year":2020,"lang":"en","type":"review","venue":"medRxiv","topic":"Malaria Research and Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Funnel plot; Medicine; Publication bias; Meta-analysis; Malaria; Odds ratio; Pregnancy; Confidence interval; Small for gestational age; Obstetrics; Birth weight; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07961187,0.006254656,0.02931972,0.01836689,0.003316912,0.007726017,0.006472713,0.006947446,0.0970212],"category_scores_gemma":[0.1328003,0.003942675,0.02750738,0.01376828,0.002960255,0.007100347,0.005692902,0.006829584,0.009008995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01128776,"about_ca_system_score_gemma":0.05013693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00462923,"about_ca_topic_score_gemma":0.00901103,"domain_scores_codex":[0.9499791,0.02099559,0.01813768,0.004149369,0.005186073,0.001552238],"domain_scores_gemma":[0.9372827,0.02703051,0.01290961,0.006766527,0.01404876,0.001961897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003051407,0.0001144675,0.0004387824,0.9400069,0.007748358,0.0002233173,0.0005844786,0.0005813463,0.0006335399,0.002345495,0.02110885,0.02316303],"study_design_scores_gemma":[0.02578694,0.001468968,0.004719432,0.7153301,0.06138372,0.0005405872,0.0009591903,0.001938313,0.002002142,0.0128924,0.172438,0.0005401549],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006113023,0.007439619,0.00509989,0.0009537347,0.0007734065,0.969734,0.01391465,0.0004261599,0.001047223],"genre_scores_gemma":[0.0007709294,0.003039675,0.007979718,0.0002607399,0.00005567415,0.9859945,0.001276374,0.00003396001,0.0005885375],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0970212,"threshold_uncertainty_score":0.4210328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07090475264310324,"score_gpt":0.370064745747273,"score_spread":0.2991599931041698,"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."}}