{"id":"W4384283538","doi":"10.1016/s2666-7568(23)00099-5","title":"Effectiveness of previous infection-induced and vaccine-induced protection against hospitalisation due to omicron BA subvariants in older adults: a test-negative, case-control study in Quebec, Canada","year":2023,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec; BC Centre for Disease Control; Université Laval; Institut National de Santé Publique du Québec","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux; Institut National de Santé Publique du Québec","keywords":"Medicine; Vaccination; Logistic regression; Coronavirus disease 2019 (COVID-19); Pediatrics; Population; Internal medicine; Disease; Demography; Immunology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001412585,0.0005514435,0.0004570778,0.000828948,0.00113728,0.0009879242,0.001328721,0.0005889803,0.001157438],"category_scores_gemma":[0.002983427,0.000320683,0.0006718289,0.001616977,0.0007571017,0.0002869105,0.0003753447,0.0005112682,0.0001298853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01191182,"about_ca_system_score_gemma":0.005349791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9544153,"about_ca_topic_score_gemma":0.9447708,"domain_scores_codex":[0.9989396,0.0001976499,0.00009396875,0.0003013318,0.0002417384,0.0002257642],"domain_scores_gemma":[0.9969637,0.0004330455,0.001129667,0.0001774644,0.0007519331,0.0005442286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001626294,0.00003351709,0.9983861,0.0000172866,0.00009997141,0.00003286467,0.00009155171,0.00006073133,0.000113,0.00001543792,0.0001764218,0.0008104774],"study_design_scores_gemma":[0.00001676737,0.00006688349,0.9993042,0.00001237117,0.00005081769,0.00003662663,0.00009424451,0.0002366254,0.00003291755,0.000005077997,0.000139888,0.000003660168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967358,0.0007086225,0.0001505266,0.00007740466,0.00000705996,0.00004087697,0.001722054,0.000006353459,0.000551342],"genre_scores_gemma":[0.998859,0.0001631543,0.0001007216,0.00004877757,0.00000471929,0.00001247258,0.0005921922,0.000002496317,0.0002163512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04558468,"threshold_uncertainty_score":0.09170622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005162453474837,"score_gpt":0.32977747608028,"score_spread":0.2997258515455317,"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."}}