{"id":"W2153029011","doi":"10.1016/j.jcv.2010.08.006","title":"Development of a novel bead-based multiplex PCR assay for combined subtyping and oseltamivir resistance genotyping (H275Y) of seasonal and pandemic H1N1 influenza A viruses","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research","keywords":"Subtyping; Genotyping; Multiplex; Oseltamivir; Virology; Multiplex polymerase chain reaction; Pandemic; Biology; Genotype; Polymerase chain reaction; Coronavirus disease 2019 (COVID-19); Medicine; Genetics; Gene; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001574163,0.000984792,0.001093296,0.001011437,0.0003984231,0.001237294,0.001494362,0.001497629,0.0009180047],"category_scores_gemma":[0.001931414,0.001261472,0.0006192048,0.0004445426,0.0004959175,0.0008224134,0.0008013753,0.001383161,0.001076344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006934432,"about_ca_system_score_gemma":0.0007247944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203348,"about_ca_topic_score_gemma":0.003307686,"domain_scores_codex":[0.9973553,0.0004159719,0.0001398496,0.0009322442,0.0009430008,0.0002136491],"domain_scores_gemma":[0.9987697,0.0005127729,0.0001295074,0.0001396054,0.0002986391,0.0001496933],"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":[0.0006811053,0.0004704841,0.005481035,0.00009447544,0.0001066195,0.00007541338,0.00008682287,0.0009474626,0.9396821,0.0003240161,0.0007401793,0.05131036],"study_design_scores_gemma":[0.0001949626,0.001976124,0.01654789,0.00003742104,0.0002698571,0.001218684,0.00007243274,0.07610232,0.8942477,0.0004874461,0.00870209,0.0001430955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5673737,0.002400826,0.4188816,0.0007878086,0.0007905752,0.0009982919,0.001896692,0.00242236,0.004448112],"genre_scores_gemma":[0.6473489,0.000666848,0.3392718,0.001025364,0.0001648571,0.0008731611,0.002299071,0.0001267749,0.008223287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001574163,"threshold_uncertainty_score":0.00832504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2415429604399422,"score_gpt":0.4740850537529304,"score_spread":0.2325420933129882,"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."}}