{"id":"W3034756896","doi":"10.1007/s12250-020-00237-y","title":"Monitoring Neutralization Property Change of Evolving Hantaan and Seoul Viruses with a Novel Pseudovirus-Based Assay","year":2020,"lang":"en","type":"article","venue":"Virologica Sinica","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Mutant; Virology; Neutralization; Hantaan virus; Plaque reduction neutralization test; Biology; Hantavirus; Virus; Biochemistry; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0001318427,0.0001472124,0.0002988206,0.00006320931,0.00009111144,0.00001960769,0.00005261949,0.0001044232,0.000062458],"category_scores_gemma":[0.0001688933,0.00008238476,0.00005020437,0.000302953,0.0001197959,0.0001236608,0.00003498701,0.0001604564,0.000003344438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001723501,"about_ca_system_score_gemma":0.00004179696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001448013,"about_ca_topic_score_gemma":0.000009997932,"domain_scores_codex":[0.9991402,0.00004661324,0.0002236977,0.0002771808,0.0001431367,0.0001691961],"domain_scores_gemma":[0.9994518,0.00006700616,0.0001203143,0.0001505496,0.00008095399,0.000129379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007562677,0.0003756057,0.5719327,0.0001665266,0.00007248526,0.00001849091,0.0003789976,0.00005809615,0.4238764,0.00003383069,0.00009732108,0.002233313],"study_design_scores_gemma":[0.003864225,0.009548411,0.8793435,0.0004419824,0.0003678245,0.00003967723,0.000161232,0.01889022,0.08140589,0.000006661076,0.005516693,0.0004136883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947473,0.0002106199,0.001670131,0.002232983,0.00005312017,0.0004622164,0.00001300552,0.0001320902,0.0004784807],"genre_scores_gemma":[0.9965819,0.00006336575,0.001566712,0.001529073,0.0001844776,0.00003733763,0.000003992257,0.00001953791,0.00001359269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3424705,"threshold_uncertainty_score":0.3359553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1610286331100582,"score_gpt":0.3171520952118508,"score_spread":0.1561234621017926,"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."}}