{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002026827,0.0001321345,0.0004222662,0.0002082057,0.00005320795,0.000009639627,0.00001929092,0.00008340042,0.00001124726],"category_scores_gemma":[0.000572162,0.0001001302,0.00001763443,0.0001201829,0.0001096148,0.0000958764,0.00002930709,0.00009081403,6.364025e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007419663,"about_ca_system_score_gemma":0.00004870828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003631304,"about_ca_topic_score_gemma":0.0004983764,"domain_scores_codex":[0.998968,0.0000787466,0.0002630543,0.0003228404,0.0001852928,0.0001820474],"domain_scores_gemma":[0.9990948,0.0004972343,0.00007460426,0.0001173667,0.0001101639,0.0001057744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002491134,0.0008862788,0.5868375,0.000547551,0.00008099317,0.00001061995,0.0003208476,7.796354e-8,0.4057243,0.000001880542,1.425755e-7,0.003098715],"study_design_scores_gemma":[0.01235008,0.002017304,0.7669141,0.002278134,0.0001161921,0.000007222677,0.00003961803,0.0002014663,0.2159703,0.00002818124,6.107962e-7,0.00007676606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932612,0.002543465,0.0002434807,0.0001750615,0.000006595887,0.003737852,0.0000110345,0.00001164946,0.000009626061],"genre_scores_gemma":[0.9973736,0.001829107,0.0001461605,0.000004850454,0.00001517085,0.0005894515,0.000002082217,0.00001471124,0.00002489378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1897539,"threshold_uncertainty_score":0.4083192,"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."}}