{"id":"W2978922185","doi":"10.1371/journal.pmed.1002914","title":"Early malaria infection, dysregulation of angiogenesis, metabolism and inflammation across pregnancy, and risk of preterm birth in Malawi: A cohort study","year":2019,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"European and Developing Countries Clinical Trials Partnership; Canadian Institutes of Health Research; Open Philanthropy Project; Bill and Melinda Gates Foundation","keywords":"Malaria; Pregnancy; Medicine; Inflammation; Cohort; Premature birth; Cohort study; Immune dysregulation; Immunology; Obstetrics; Gestation; Internal medicine; Biology; Immune system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001835915,0.0005460253,0.0005439345,0.0006063681,0.001070033,0.0008275897,0.0006938729,0.0005721271,0.0009366045],"category_scores_gemma":[0.003488529,0.0006524505,0.0008011983,0.00112411,0.0003839669,0.0004900353,0.001032584,0.001210165,0.0001187675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007004557,"about_ca_system_score_gemma":0.0009074922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03173137,"about_ca_topic_score_gemma":0.03054478,"domain_scores_codex":[0.9990903,0.0003404157,0.00006254293,0.000207178,0.0001027366,0.000196763],"domain_scores_gemma":[0.9982435,0.0002137812,0.0007657136,0.0002580386,0.0001735601,0.0003454325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003535013,0.0000564236,0.9976572,0.00002897878,0.0002617779,0.00009574301,0.0002936914,0.00002234891,0.0001537213,0.00002196323,0.0001802685,0.0008744291],"study_design_scores_gemma":[0.0000345577,0.0001968945,0.9985632,0.00003273704,0.0002154491,0.0002303443,0.0002333084,0.0001727893,0.00004045683,0.00002145576,0.0002525641,0.000006182172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978715,0.0009313242,0.0001389681,0.0001237147,0.00001082697,0.00003276329,0.0007226743,0.000002957004,0.000165381],"genre_scores_gemma":[0.9988438,0.0004232475,0.000167361,0.00004646144,0.00001285479,0.00004801516,0.0002943606,0.000002083117,0.0001616808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03173137,"threshold_uncertainty_score":0.06309336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391957252834243,"score_gpt":0.262245624686174,"score_spread":0.2483260521578316,"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."}}