{"id":"W2126059793","doi":"10.1128/jcm.01807-08","title":"Multiplex Assay for Simultaneously Typing and Subtyping Influenza Viruses by Use of an Electronic Microarray","year":2008,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Institute of Allergy and Infectious Diseases; Université Laval","keywords":"Subtyping; Typing; Virology; Virus; Influenza A virus; Influenza A virus subtype H5N1; Biology; Multiplex; Microarray; H5N1 genetic structure; Gene; Microbiology; Genetics; Gene expression; Medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001612911,0.001089936,0.0005489445,0.00143018,0.0003439334,0.0008857428,0.0009159218,0.0009514178,0.002033299],"category_scores_gemma":[0.001451947,0.0003889975,0.0004273315,0.0007442179,0.0003993282,0.0008305419,0.0007630035,0.0008333581,0.00145345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003053058,"about_ca_system_score_gemma":0.0001609984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001768021,"about_ca_topic_score_gemma":0.0002387069,"domain_scores_codex":[0.9977033,0.0005747287,0.0001246804,0.0005627131,0.0008843312,0.0001504048],"domain_scores_gemma":[0.9989241,0.0004654076,0.0001260422,0.0001512668,0.0002350514,0.00009821258],"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":[0.0003470026,0.0003369735,0.004721481,0.0002452734,0.00007312201,0.0001173956,0.00008790806,0.0009474123,0.9247802,0.0009651563,0.002268462,0.06510956],"study_design_scores_gemma":[0.00004588857,0.001402348,0.00788011,0.00005276844,0.0001303126,0.001609145,0.0000713413,0.02498293,0.9365163,0.0007423818,0.02648121,0.00008520232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2428852,0.007467327,0.7294757,0.0006035981,0.001281165,0.0008860789,0.002777979,0.003259604,0.01136329],"genre_scores_gemma":[0.3211451,0.003690737,0.6586984,0.0005868493,0.0005005081,0.001498181,0.003092422,0.0000741318,0.01071372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002033299,"threshold_uncertainty_score":0.008530021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.203078353311226,"score_gpt":0.4553675729864516,"score_spread":0.2522892196752257,"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."}}