{"id":"W4385551300","doi":"10.1101/2023.07.30.23292881","title":"Loss of severe respiratory syncytial virus infection-associated antibody function during the peak of the COVID-19 pandemic mitigation measures","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; BC Children's Hospital; University of British Columbia","funders":"Michael Smith Health Research BC; Government of Canada; Deutsche Forschungsgemeinschaft; BC Children's Hospital","keywords":"Virology; Virus; Antibody; Pandemic; Respiratory system; Coronavirus disease 2019 (COVID-19); Complement (music); Immunology; Biology; Medicine; Internal medicine; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003566643,0.0002157451,0.0003321419,0.0002820948,0.0002402632,0.0005446697,0.0001514557,0.0003699118,0.003408239],"category_scores_gemma":[0.0005817406,0.00007472243,0.0002346525,0.000170241,0.0001660717,0.0002506208,0.0002662315,0.0006700809,0.0007169587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877701,"about_ca_system_score_gemma":0.0003654142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00292287,"about_ca_topic_score_gemma":0.00194772,"domain_scores_codex":[0.999779,0.00002155865,0.00001041183,0.00004201243,0.00004866514,0.00009841172],"domain_scores_gemma":[0.9997165,0.00004050815,0.0000671421,0.00003080701,0.00006104723,0.00008405971],"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":[0.003518706,0.0003806757,0.2947904,0.0004705566,0.0002261872,0.000866578,0.0008573589,0.00103688,0.6357455,0.0005693779,0.004550814,0.05698691],"study_design_scores_gemma":[0.00001389877,0.000874135,0.9310335,0.00003491741,0.00005059291,0.0006734282,0.0005429859,0.000797684,0.06030891,0.0002414055,0.005412268,0.00001629292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904134,0.00156176,0.001211971,0.0002771496,0.00008761998,0.00004115373,0.002260622,0.00007861466,0.004067709],"genre_scores_gemma":[0.9955999,0.0002319382,0.0002796455,0.00008194838,0.00001487445,0.00001798277,0.001493613,0.00001204066,0.002268043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003408239,"threshold_uncertainty_score":0.01140177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0976435991418118,"score_gpt":0.3863662074690648,"score_spread":0.288722608327253,"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."}}