{"id":"W4283017142","doi":"10.1093/infdis/jiac245","title":"Factors Associated With Human IgG Antibody Response to <i>Anopheles albimanus</i> Salivary Gland Extract, Artibonite Department, Haiti, 2017","year":2022,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institutes of Health; Bill and Melinda Gates Foundation","keywords":"Anopheles albimanus; Serology; Malaria; Antigen; Immunology; Antibody; Multiplex; Population; Plasmodium falciparum; Medicine; Logistic regression; Biology; Anopheles; Internal medicine; Environmental health; Bioinformatics","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":[0.0002303764,0.0002042841,0.00006276745,0.000177221,0.0003003204,0.0002765196,0.0001361234,0.0001776071,0.001507098],"category_scores_gemma":[0.0005384709,0.0001163195,0.0001274393,0.0002678669,0.0001839202,0.0001231696,0.0001467999,0.0003050891,0.0002144512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003079697,"about_ca_system_score_gemma":0.0003966374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03089073,"about_ca_topic_score_gemma":0.04487383,"domain_scores_codex":[0.9998987,0.00002383446,0.000007983903,0.00002246141,0.00002121849,0.00002586049],"domain_scores_gemma":[0.9997619,0.00002914999,0.0001066812,0.00001427273,0.00003316466,0.00005487277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005512205,0.00002672472,0.9981201,0.000005520735,0.00001317446,0.00003052,0.0000655367,0.00001599789,0.0005251369,0.00001236933,0.0001697929,0.0009600295],"study_design_scores_gemma":[0.000001138746,0.00003511636,0.9994148,0.000002437482,0.000006048886,0.00006899411,0.0001212375,0.00007208708,0.0001011106,0.00000503264,0.0001710714,8.645014e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991192,0.00005612862,0.00003416984,0.00005400431,0.000003506965,0.0000044173,0.0002578904,0.00000240364,0.0004683226],"genre_scores_gemma":[0.9994813,0.00003035079,0.00004284557,0.0000166422,0.000002661145,0.000002799139,0.0001386014,7.324678e-7,0.0002841291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03089073,"threshold_uncertainty_score":0.06142187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322429177623348,"score_gpt":0.3083000554814578,"score_spread":0.2850757637052243,"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."}}