{"id":"W3081868848","doi":"10.1177/2010105820952482","title":"Analyses of case-based surveillance data on malaria in pregnancy in Plateau State, Nigeria 2013–2017","year":2020,"lang":"en","type":"article","venue":"Proceedings of Singapore Healthcare","topic":"Malaria Research and Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaria; Pregnancy; Medicine; Quarter (Canadian coin); Local government area; Plateau (mathematics); Environmental health; Demography; Obstetrics; Pediatrics; Geography; Immunology; Local government; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002039192,0.000282761,0.0002924563,0.002116646,0.0002769299,0.000552326,0.0003570493,0.0001863636,0.0007424346],"category_scores_gemma":[0.005419624,0.0002190044,0.0006749523,0.002999971,0.0001368758,0.0003873703,0.0005312379,0.0003261748,0.0001525231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007772082,"about_ca_system_score_gemma":0.001377256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03821686,"about_ca_topic_score_gemma":0.04328459,"domain_scores_codex":[0.9989538,0.0003385943,0.0002158438,0.000146058,0.0001996381,0.0001459678],"domain_scores_gemma":[0.9977063,0.0005535166,0.0009352157,0.0001466246,0.000548231,0.0001101348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004869565,0.0000191006,0.9937828,0.00008807953,0.00009654806,0.0001155218,0.0001929863,0.0004287315,0.000123379,0.00008855329,0.0008768453,0.004138773],"study_design_scores_gemma":[0.000005131712,0.00003780077,0.9952636,0.0001122425,0.00006761832,0.0002274766,0.0009585097,0.001818128,0.0001456885,0.00007129064,0.001286865,0.000005737639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785525,0.0008487204,0.0004884347,0.0002089833,0.00001715395,0.00007971271,0.01892654,0.00002023621,0.0008577332],"genre_scores_gemma":[0.9724015,0.0009717556,0.0008291943,0.00004709361,0.00001475788,0.0001626431,0.02532101,0.000004483086,0.0002475557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03821686,"threshold_uncertainty_score":0.07598883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479776692508933,"score_gpt":0.395411863940464,"score_spread":0.2474341946895707,"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."}}