{"id":"W4416430381","doi":"10.12688/f1000research.158890.3","title":"Dengue infection during pregnancy and the occurrence of pathological neonatal outcome: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"F1000Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dengue fever; Pregnancy; Population; Vomiting; Risk factor; Premature birth; Meconium; Dengue virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00812394,0.001993565,0.01355667,0.006887442,0.0006943445,0.002652662,0.001912573,0.001889076,0.003848977],"category_scores_gemma":[0.02057161,0.001115956,0.02531696,0.008107546,0.0005835234,0.001399725,0.001357486,0.0012948,0.0002328897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475549,"about_ca_system_score_gemma":0.00431013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007637156,"about_ca_topic_score_gemma":0.01737572,"domain_scores_codex":[0.9943722,0.002186738,0.001993999,0.0005607943,0.0006351906,0.0002509463],"domain_scores_gemma":[0.9845445,0.0113949,0.002324692,0.000393245,0.001112961,0.0002297087],"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":[0.001354873,0.0000379564,0.006521092,0.6012319,0.3779506,0.0001978592,0.0001124848,0.0003566796,0.0001904681,0.0001320423,0.0007140863,0.01119996],"study_design_scores_gemma":[0.000431717,0.0002219538,0.006760382,0.05070806,0.9391498,0.0001847378,0.00008517895,0.0001978458,0.00009972552,0.0001639514,0.00196826,0.00002836696],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005472661,0.9929739,0.0002818594,0.0001734109,0.000094561,0.0002651844,0.000531291,0.00001404416,0.0001930095],"genre_scores_gemma":[0.1536867,0.8417892,0.001502578,0.0005498328,0.0001928707,0.001133314,0.0008374109,0.00001596216,0.0002921406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9864433,"threshold_uncertainty_score":0.04296398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05737780080851736,"score_gpt":0.3901895487520418,"score_spread":0.3328117479435244,"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."}}