{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091399,0.0002145751,0.0004398308,0.0002921987,0.0007553732,0.00007130396,0.0002429472,0.00003077008,0.0004356483],"category_scores_gemma":[0.0008067326,0.0001260699,0.000198195,0.0003340062,0.00009831854,0.0001468696,0.0001011012,0.0005095872,0.000005649479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700521,"about_ca_system_score_gemma":0.0004434118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006126575,"about_ca_topic_score_gemma":0.00006679962,"domain_scores_codex":[0.9971713,0.0009815696,0.000392427,0.0001456723,0.0008975557,0.0004114136],"domain_scores_gemma":[0.9976951,0.0008117714,0.0003924507,0.0003163548,0.0002708904,0.000513393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03334313,0.003361281,0.8348558,0.00004537711,0.002155558,0.001613134,0.0006958233,0.0009396953,0.1019897,0.0000536899,0.02053314,0.0004136443],"study_design_scores_gemma":[0.0058569,0.007651857,0.9800694,0.0001154481,0.0008314749,0.00044858,0.000430403,0.00001984848,0.0007088953,0.0001762162,0.003491344,0.0001996416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960229,0.0007220023,0.00009041747,0.001728099,0.0001013684,0.000519692,0.0002138372,0.00004955143,0.0005521105],"genre_scores_gemma":[0.9983762,0.00004461443,0.000002908977,0.0007567161,0.0001557199,0.00002281243,0.0000645617,0.00003290531,0.000543562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1452136,"threshold_uncertainty_score":0.5809796,"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."}}