{"id":"W2807349741","doi":"10.1101/334201","title":"Characterization of influenza B virus variants with reduced neuraminidase inhibitor susceptibility","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Australian Government","keywords":"Neuraminidase; Virology; Virus; Biology; Viral replication; Neuraminidase inhibitor; Influenza A virus; In vivo; Microbiology; Genetics; Medicine; Coronavirus disease 2019 (COVID-19)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001550533,0.000280994,0.0002236419,0.0002540549,0.0001249419,0.0002442209,0.0001925278,0.0002654064,0.0003724896],"category_scores_gemma":[0.0002766051,0.00007652667,0.0003698822,0.0001795961,0.000134773,0.0001221384,0.0001186019,0.0002532218,0.0001711466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221087,"about_ca_system_score_gemma":0.0001493848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003980252,"about_ca_topic_score_gemma":0.002296343,"domain_scores_codex":[0.9999038,0.00001753974,0.000009352496,0.00002384352,0.00002868903,0.0000168396],"domain_scores_gemma":[0.9998491,0.00004905438,0.00004233013,0.00001173357,0.00002827016,0.00001955973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001987038,0.00005616303,0.02643181,0.00004052681,0.00004877728,0.000237037,0.00007658726,0.001108294,0.9689761,0.0001495266,0.00006294144,0.002613681],"study_design_scores_gemma":[0.00004422016,0.001783308,0.2178447,0.00002034161,0.0001938601,0.004276981,0.0004914744,0.03213268,0.7395294,0.0003043798,0.003341831,0.00003679749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982226,0.0001812633,0.00104057,0.00001342422,0.000003733941,0.00001207381,0.0002964189,0.000007770675,0.0002222215],"genre_scores_gemma":[0.9977442,0.000100932,0.001235457,0.00001544705,0.000002890851,0.000009894598,0.0006722359,0.000007023457,0.0002119575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003980252,"threshold_uncertainty_score":0.007914186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0417055793198392,"score_gpt":0.2985067920303321,"score_spread":0.2568012127104929,"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."}}