{"id":"W3136583742","doi":"10.1186/s12884-021-03705-9","title":"Prevalence of congenital microcephaly and its risk factors in an area at risk of Zika outbreaks","year":2021,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China; Guangdong Science and Technology Department; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche","keywords":"Microcephaly; Medicine; Zika virus; Pediatrics; Gestational age; Obstetrics; Population; Pregnancy; Logistic regression; Epidemiology; Internal medicine; Environmental health; Immunology; Biology; Genetics","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":[0.000349306,0.0002239363,0.0002223038,0.0009095892,0.0003714722,0.0004031411,0.0003681115,0.0002477931,0.001084533],"category_scores_gemma":[0.001643924,0.0002596262,0.0002479898,0.0007900489,0.0003447777,0.0003966376,0.000475342,0.0003555737,0.00007557116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007191011,"about_ca_system_score_gemma":0.0005369213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03280416,"about_ca_topic_score_gemma":0.02807053,"domain_scores_codex":[0.999603,0.00007123389,0.00006455521,0.00008762394,0.00007858395,0.00009509385],"domain_scores_gemma":[0.9993495,0.00008929144,0.0003435781,0.00003127288,0.00009800145,0.00008822112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001232254,0.000007932632,0.9991452,0.00001197666,0.00001611868,0.00006403284,0.0001159352,0.00001929624,0.0001124315,0.00001249687,0.00004593365,0.0004362954],"study_design_scores_gemma":[0.000001604308,0.0000216409,0.999416,0.000008718701,0.00001086318,0.0001425809,0.0002354208,0.00008544357,0.0000217978,0.000007564781,0.00004641412,0.000001891724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999266,0.0002058089,0.00003765804,0.00005905386,0.000001961586,0.00001140707,0.0002328309,0.000001740647,0.0001835736],"genre_scores_gemma":[0.9995379,0.000173074,0.00004891562,0.00001231524,0.000003198548,0.00000791212,0.0001764763,4.351031e-7,0.00003969343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03280416,"threshold_uncertainty_score":0.06522644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240607538532532,"score_gpt":0.238409372807204,"score_spread":0.2260032974218787,"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."}}