{"id":"W4290988495","doi":"10.21203/rs.3.rs-1535365/v1","title":"Reinfection risk and vaccination effectiveness against Omicron","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Immunity; Biology; Virology; Immunology; Immune system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001468996,0.0001955044,0.000273156,0.0002880833,0.00008452772,0.0002887628,0.000204743,0.0003601972,0.002041622],"category_scores_gemma":[0.003659772,0.00007405335,0.0006317692,0.0001748317,0.0001127836,0.0002953184,0.0001913463,0.0005141196,0.000168019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093159,"about_ca_system_score_gemma":0.0002130839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469319,"about_ca_topic_score_gemma":0.002392298,"domain_scores_codex":[0.9995077,0.0001775005,0.000046666,0.00006286164,0.00007401546,0.0001312797],"domain_scores_gemma":[0.998282,0.0007594104,0.0005421509,0.00008145438,0.0001377374,0.0001973876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005658714,0.001069369,0.928729,0.0002801155,0.0009780444,0.000260703,0.0002556808,0.003062302,0.004772632,0.0004234217,0.001057906,0.05345216],"study_design_scores_gemma":[0.00007048393,0.005634395,0.9882559,0.0001285987,0.0003243544,0.0003212112,0.0001525604,0.002251558,0.001580883,0.0001766673,0.001090844,0.00001250814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964679,0.001939877,0.0001477675,0.0001142402,0.00001599397,0.00001713684,0.0002452902,0.000008593739,0.001043054],"genre_scores_gemma":[0.9993418,0.0001352906,0.00003088997,0.0000240859,0.000005163602,0.000004253357,0.0001260476,8.764483e-7,0.0003316943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003469319,"threshold_uncertainty_score":0.007768929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05329912525946405,"score_gpt":0.4297675647703713,"score_spread":0.3764684395109072,"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."}}