{"id":"W2302328122","doi":"10.4269/ajtmh.16-0013","title":"Evaluation of Commercially Available Chikungunya Virus Immunoglobulin M Detection Assays","year":2016,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Centers for Disease Control and Prevention","keywords":"Concordance; Medicine; Serology; Chikungunya; Virology; Immunoglobulin M; Disease control; Antibody; Virus; Titer; Immunology; Immunoglobulin G; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008128385,0.0001325593,0.0006697247,0.0001696759,0.00004381778,0.000004775157,0.00009342268,0.00003980342,0.0006303898],"category_scores_gemma":[0.0012413,0.00007217847,0.0001310198,0.000202231,0.0004204811,0.00008647506,0.00002120841,0.0001453523,0.000007311252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008754299,"about_ca_system_score_gemma":0.000235313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001691841,"about_ca_topic_score_gemma":0.00002187974,"domain_scores_codex":[0.9979007,0.0002133207,0.0006397021,0.0001482998,0.0009131,0.0001848262],"domain_scores_gemma":[0.9977981,0.0001901169,0.0005628308,0.0002061459,0.0009894411,0.0002533294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001447104,0.0001750661,0.01352817,0.00001866749,0.0002413389,0.00001684113,0.00007828829,0.000001261983,0.1091466,0.0000702164,0.0006476034,0.8746288],"study_design_scores_gemma":[0.02339067,0.02571204,0.9163938,0.001505454,0.005570406,0.0006030542,0.0008995602,0.0005799012,0.0115236,0.0007644128,0.01277501,0.000282082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855033,0.004374392,0.002874651,0.0060199,0.0002077951,0.0001739263,0.000004549395,0.000007853258,0.0008336062],"genre_scores_gemma":[0.9974361,0.001088784,0.0002487346,0.0005515309,0.0005994287,0.000004493129,8.297532e-7,0.00001216988,0.00005792091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9028656,"threshold_uncertainty_score":0.6902326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691604403513237,"score_gpt":0.3037516096419928,"score_spread":0.2768355656068604,"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."}}