{"id":"W2460907954","doi":"10.1371/journal.pone.0156954","title":"HRP2 and pLDH-Based Rapid Diagnostic Tests, Expert Microscopy, and PCR for Detection of Malaria Infection during Pregnancy and at Delivery in Areas of Varied Transmission: A Prospective Cohort Study in Burkina Faso and Uganda","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Malaria Research and Control","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; UNICEF; World Health Organization; Bill and Melinda Gates Foundation","keywords":"Malaria; Pregnancy; Medicine; Obstetrics; Prospective cohort study; Plasmodium falciparum; Rapid diagnostic test; Virology; Immunology; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002085317,0.0007887118,0.0004816111,0.0009833918,0.001221235,0.0009947091,0.0006380834,0.000737236,0.00092397],"category_scores_gemma":[0.003710659,0.001216066,0.0005733152,0.0009526378,0.0005826686,0.0007538408,0.0008728132,0.0007919035,0.0002404683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005818845,"about_ca_system_score_gemma":0.0004574856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150213,"about_ca_topic_score_gemma":0.01153579,"domain_scores_codex":[0.9987949,0.0005194322,0.00009584634,0.0002250136,0.0001211697,0.0002435526],"domain_scores_gemma":[0.9985406,0.000267312,0.0005834394,0.0001683541,0.0001670013,0.0002732557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001581883,0.00009728017,0.9984636,0.00000688924,0.00003320968,0.0001392693,0.0004639557,0.00001094614,0.0001926897,0.000005855884,0.00002347627,0.0004045958],"study_design_scores_gemma":[0.00003319072,0.00056434,0.9966174,0.00001583679,0.00004645454,0.0007169145,0.001623883,0.0001384573,0.00008912369,0.00001359454,0.0001326597,0.000008130255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997626,0.00005981964,0.00003396275,0.000006528322,0.000001306314,0.00001864071,0.00007116927,5.622113e-7,0.00004536487],"genre_scores_gemma":[0.9996312,0.00006079199,0.00008756726,0.00001309506,0.000002039935,0.00003259931,0.00008771277,8.793682e-7,0.00008414839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150213,"threshold_uncertainty_score":0.02287036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161783249274744,"score_gpt":0.2502026061520817,"score_spread":0.2340242812246073,"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."}}