{"id":"W2133708140","doi":"10.3390/v2102269","title":"Neuraminidase Inhibitor Susceptibility Testing in Human Influenza Viruses: A Laboratory Surveillance Perspective","year":2010,"lang":"en","type":"article","venue":"Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Oseltamivir; Neuraminidase; Zanamivir; Virology; Neuraminidase inhibitor; Biology; Microbiology; Virus; Pandemic; Influenza A virus; Medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001154324,0.000361612,0.0005932337,0.000401893,0.0002872402,0.00007790863,0.0002384273,0.0002007546,0.0001732558],"category_scores_gemma":[0.01258018,0.0003229381,0.00008722956,0.001163647,0.0007070889,0.000377606,0.0002557527,0.001346624,0.0001618373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003079311,"about_ca_system_score_gemma":0.0003933129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002882298,"about_ca_topic_score_gemma":0.005046669,"domain_scores_codex":[0.997093,0.0002233698,0.0006004378,0.0007373815,0.0006157328,0.0007301241],"domain_scores_gemma":[0.9970189,0.0007911512,0.0001556411,0.0008240042,0.0009433017,0.0002669649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000188023,0.0002509967,0.5572924,0.00006517975,0.000029997,0.00008636401,0.0006713885,0.000003004632,0.4407063,0.0002257525,0.0002788343,0.0002017419],"study_design_scores_gemma":[0.002815338,0.0005294679,0.9125119,0.0001264835,0.00002005692,0.00001009511,0.001432143,0.00003565415,0.07199463,0.0002084184,0.009892478,0.0004233306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954174,0.0005205824,0.000001068935,0.0001256231,0.0002055878,0.0007854804,0.0001241768,0.0002682988,0.002551816],"genre_scores_gemma":[0.9950787,0.00001179602,0.00051579,0.003693855,0.0005073574,0.0001014936,0.000002347452,0.00005936454,0.00002923899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3687117,"threshold_uncertainty_score":0.9999223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113482481875477,"score_gpt":0.4174028342753288,"score_spread":0.3039203523998518,"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."}}