{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01427398,0.001985569,0.001071556,0.002822087,0.0004936356,0.001230555,0.001963435,0.001631504,0.001491387],"category_scores_gemma":[0.01290236,0.0007840191,0.00085954,0.001591427,0.0008603405,0.000845193,0.0008366825,0.0008285958,0.0006496899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090478,"about_ca_system_score_gemma":0.0007733311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001568276,"about_ca_topic_score_gemma":0.002919208,"domain_scores_codex":[0.9817948,0.005163538,0.001797988,0.002350714,0.008208785,0.0006842207],"domain_scores_gemma":[0.9887212,0.004467067,0.00129451,0.0005944017,0.004574643,0.0003481756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006419545,0.00292421,0.2430187,0.004942318,0.0007954718,0.001094854,0.001511403,0.002325541,0.5440968,0.001105871,0.002996136,0.1887693],"study_design_scores_gemma":[0.0004944894,0.01955366,0.1775404,0.0009736912,0.001355902,0.004301791,0.0009745919,0.0126495,0.7530124,0.0005566992,0.02838887,0.0001981049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279166,0.02260781,0.02926375,0.0008228528,0.0007744664,0.001539514,0.002768883,0.001167262,0.01313891],"genre_scores_gemma":[0.9491866,0.00282554,0.04198894,0.0004252344,0.000136588,0.0004981645,0.002638762,0.00007918611,0.002221102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01427398,"threshold_uncertainty_score":0.07548898,"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."}}