{"id":"W6939720401","doi":"10.6084/m9.figshare.c.5878277","title":"Quantification of the dynamics of antibody response to malaria to inform sero-surveillance in pregnant women","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Malaria; Pregnancy; Antigen; Plasmodium falciparum; Antibody; Population; Plasmodium vivax; Gestation","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001248944,0.0002348121,0.0001952708,0.00058012,0.000136018,0.000345295,0.0001834619,0.0002554527,0.0005588303],"category_scores_gemma":[0.002204515,0.0001697621,0.0001785089,0.0003509514,0.0001443722,0.0001537438,0.0002454413,0.0001762366,0.0001202243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155736,"about_ca_system_score_gemma":0.000182258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002311811,"about_ca_topic_score_gemma":0.002717008,"domain_scores_codex":[0.9994746,0.0003093873,0.00002910845,0.00008321442,0.00006134689,0.0000423968],"domain_scores_gemma":[0.9991381,0.0003798527,0.0002772507,0.00005346481,0.0001136527,0.00003765326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001569002,0.00003509516,0.9751688,0.00003834734,0.00004705643,0.00004946002,0.0002471794,0.0008896294,0.01057747,0.00004402331,0.0000974898,0.01264856],"study_design_scores_gemma":[0.000005762287,0.0005303412,0.9777927,0.00002723289,0.00006196998,0.000456178,0.0004078371,0.01299355,0.00700913,0.0001489662,0.0005578112,0.000008444381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967995,0.0002358968,0.002353419,0.00003148775,0.000003314258,0.00001600905,0.0001736523,0.00001382132,0.0003728431],"genre_scores_gemma":[0.9981264,0.00005707685,0.00161246,0.0000131069,0.000002474784,0.00001269178,0.000076168,0.000001197152,0.00009826845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002311811,"threshold_uncertainty_score":0.006605089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855762313614497,"score_gpt":0.247209389272478,"score_spread":0.2286517661363331,"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."}}