{"id":"W1802374686","doi":"10.1093/ofid/ofv067","title":"Hemagglutination Inhibition Antibody Titers as a Correlate of Protection Against Seasonal A/H3N2 Influenza Disease","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"GlaxoSmithKline Biologicals","keywords":"Medicine; Virology; Antibody; Titer; Hemagglutination assay; Antibody titer; Hemagglutination; Immunology; Disease; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003467316,0.0002863237,0.0004485786,0.0003264677,0.0002848412,0.0001362378,0.0001479032,0.0000936222,0.0000839582],"category_scores_gemma":[0.002204286,0.0002612149,0.0001889661,0.0005976998,0.0002693288,0.0008719144,0.0004163184,0.0002476656,0.0003261853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004377559,"about_ca_system_score_gemma":0.0008765096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003932758,"about_ca_topic_score_gemma":0.00003527836,"domain_scores_codex":[0.9976182,0.0001568387,0.0004643894,0.0004446299,0.0008437797,0.0004721617],"domain_scores_gemma":[0.9976308,0.00005494944,0.0002848498,0.0004063288,0.0009192736,0.0007038187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007540514,0.002734544,0.9544561,0.0007606028,0.0005393091,0.000219973,0.0005333562,0.00101059,0.005359847,0.00296067,0.01081572,0.01306876],"study_design_scores_gemma":[0.03308346,0.00580399,0.8859782,0.003292036,0.001279564,0.0001556516,0.001860982,0.007793305,0.005679145,0.01469449,0.03866894,0.001710274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723867,0.0008670011,0.0002516683,0.0008391985,0.0002262261,0.003124077,0.0001831793,0.0001968217,0.0219252],"genre_scores_gemma":[0.9969564,0.00007660712,0.00003619623,0.001632227,0.00008808433,0.0004028815,0.0003189333,0.00004764531,0.0004410101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06847795,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06326915075452819,"score_gpt":0.3872792047614919,"score_spread":0.3240100540069637,"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."}}