{"id":"W4405445834","doi":"10.12688/f1000research.158890.1","title":"Dengue infection during pregnancy and the occurrence of pathological neonatal outcome: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"F1000Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open peer review; Meta-analysis; Medicine; Pregnancy; Pathological; Dengue fever; Plant biology; Systematic review; Physiology; Immunology; Obstetrics; MEDLINE; Biology; Pathology","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":[0.007440449,0.001916599,0.01318991,0.006660765,0.0006777812,0.002563542,0.001875622,0.001826851,0.003853249],"category_scores_gemma":[0.01884471,0.001080993,0.0242128,0.008054822,0.0005628089,0.001386731,0.0013114,0.001230106,0.0002259952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002374143,"about_ca_system_score_gemma":0.004159355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00757222,"about_ca_topic_score_gemma":0.01722822,"domain_scores_codex":[0.9948619,0.001995332,0.001803117,0.0005219946,0.0005780113,0.0002395693],"domain_scores_gemma":[0.9859919,0.01024367,0.002136268,0.0003642647,0.001044551,0.0002193258],"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":[0.001471709,0.00003962612,0.006860285,0.603021,0.3752546,0.0002075946,0.0001164922,0.0003648873,0.0002001559,0.0001304498,0.0007441461,0.01158905],"study_design_scores_gemma":[0.0004600425,0.0002315245,0.007322671,0.05015844,0.9390395,0.0001958926,0.00009061071,0.0002067171,0.0001042545,0.0001625341,0.001998749,0.00002907993],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00607257,0.9923571,0.0002749613,0.0001733716,0.00009393735,0.0002602268,0.0005576998,0.00001419006,0.0001960066],"genre_scores_gemma":[0.1617566,0.8337976,0.001464306,0.0005241233,0.000188431,0.001106962,0.0008540602,0.00001577938,0.0002921483],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01318991,"threshold_uncertainty_score":0.03934932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1567612457987261,"score_gpt":0.4542845403111351,"score_spread":0.297523294512409,"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."}}