{"id":"W2980371412","doi":"10.1093/infdis/jiz525","title":"Conventional and High-Sensitivity Malaria Rapid Diagnostic Test Performance in Two Transmission Settings: Haiti 2017","year":2019,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Centers for Disease Control and Prevention","keywords":"Malaria; Diagnostic test; Plasmodium falciparum; Rapid diagnostic test; Transmission (telecommunications); Immunoassay; Virology; Medicine; Biology; Immunology; Veterinary medicine; Computer science","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":[0.002973091,0.0006776022,0.0002741474,0.0005517314,0.0006745061,0.0008886555,0.000546011,0.0008060406,0.0006910428],"category_scores_gemma":[0.003979453,0.0004870389,0.0003187885,0.0004397308,0.001200925,0.0008438347,0.0008276832,0.000688404,0.0002679476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490636,"about_ca_system_score_gemma":0.001288309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04161177,"about_ca_topic_score_gemma":0.06032689,"domain_scores_codex":[0.9975353,0.0009938873,0.0002037364,0.0003989619,0.0004728581,0.0003953049],"domain_scores_gemma":[0.9980425,0.0004107229,0.0004778219,0.0001720275,0.000669792,0.0002270621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009427813,0.0003654861,0.9851573,0.00005512045,0.0001136181,0.0002350558,0.001344728,0.0001931062,0.003900303,0.0001559917,0.0003532127,0.00718335],"study_design_scores_gemma":[0.00005681243,0.0009856489,0.9891951,0.00002410985,0.00009354637,0.000889669,0.002022851,0.001618545,0.00415044,0.00008229443,0.0008480077,0.00003302857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983513,0.0001237354,0.0003095024,0.00009606223,0.0000134935,0.00005050614,0.0001750497,0.00000798401,0.0008724444],"genre_scores_gemma":[0.9991146,0.00004732747,0.0003634023,0.00006104104,0.000006320965,0.00002028698,0.0002413969,0.000002529,0.000143202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04161177,"threshold_uncertainty_score":0.08273911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005579212577655318,"score_gpt":0.2516306167375202,"score_spread":0.2460514041598649,"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."}}