{"id":"W3035243333","doi":"10.1002/smll.202004635","title":"Mucin‐Inspired, High Molecular Weight Virus Binding Inhibitors Show Biphasic Binding Behavior to Influenza A Viruses","year":2020,"lang":"en","type":"preprint","venue":"Small","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Freie Universität Berlin; Michael Smith Health Research BC; Deutsche Forschungsgemeinschaft; Canada Foundation for Innovation","keywords":"Mucin; Sialic acid; Virus; Chemistry; Biochemistry; Influenza A virus; Viral entry; Molecular mass; Molecular binding; Biology; Cell biology; Biophysics; Enzyme; Virology; Viral replication; Molecule","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.000656885,0.001328387,0.001932182,0.00175273,0.0004166822,0.0003017925,0.0009869555,0.0008895595,0.0002824401],"category_scores_gemma":[0.001564273,0.001271575,0.0007515063,0.001287057,0.00029777,0.000146004,0.004274347,0.002896669,0.001954932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178471,"about_ca_system_score_gemma":0.0008902181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603707,"about_ca_topic_score_gemma":0.0001903155,"domain_scores_codex":[0.9928546,0.0002440316,0.001364864,0.002120699,0.001720563,0.001695272],"domain_scores_gemma":[0.9959179,0.0001896306,0.0004532327,0.001622729,0.0005500133,0.00126649],"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":[0.00121994,0.0004580859,0.06444056,0.001929611,0.001608737,0.005134467,0.002819165,0.0002144012,0.9099497,0.0003037012,0.004670912,0.00725071],"study_design_scores_gemma":[0.006492949,0.001675199,0.02002015,0.004733136,0.002524295,0.00008034722,0.0006360106,0.00007402778,0.8739296,0.0002343613,0.08624665,0.003353313],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881898,0.002060648,0.0001454053,0.001420435,0.001546362,0.004225821,0.0007472494,0.0007462682,0.00091802],"genre_scores_gemma":[0.9699876,0.0005309068,0.00943096,0.01257542,0.002595658,0.003236514,0.0003064933,0.0007290897,0.0006073172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08157574,"threshold_uncertainty_score":0.9999467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333712560964773,"score_gpt":0.3768905271546364,"score_spread":0.243519271058159,"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."}}