{"id":"W4312094169","doi":"10.1002/jmv.28423","title":"Clinical severity of Omicron subvariants BA.1, BA.2, and BA.5 in a population‐based cohort study in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes; St. Michael's Hospital; Public Health Agency of Canada; University of British Columbia; BC Centre for Disease Control; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confidence interval; Cohort; Population; Pandemic; Intensive care unit; Cohort study; Coronavirus disease 2019 (COVID-19); Internal medicine; Demography; Disease; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006130136,0.00007872283,0.0008661335,0.0001692347,0.00005502372,0.00001250703,0.0002694949,0.0001826365,0.0004804044],"category_scores_gemma":[0.002287207,0.0001004627,0.00007443574,0.0003379993,0.0001558535,0.00004034335,0.0001814402,0.001614475,3.46848e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003755004,"about_ca_system_score_gemma":0.003294634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8068929,"about_ca_topic_score_gemma":0.9713839,"domain_scores_codex":[0.9956238,0.001039321,0.001283619,0.0002468374,0.001508351,0.0002980656],"domain_scores_gemma":[0.9986176,0.0006873665,0.0002798528,0.0001668659,0.0000883883,0.0001598857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005991251,0.001372008,0.9862408,0.0000327916,0.00006520552,0.005209531,0.00004407059,0.000001572136,0.00007895512,7.577397e-7,0.001326465,0.005028687],"study_design_scores_gemma":[0.009222671,0.001642258,0.9842359,0.00005453759,0.00004220131,0.0007161043,0.0002516967,0.0006225909,0.000004108861,0.00004225608,0.003095735,0.00006990159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966127,0.0003339204,0.000007047252,0.002279021,0.0003380046,0.0003823385,0.0000112717,0.000002579955,0.00003316072],"genre_scores_gemma":[0.984405,0.00002358023,0.00003268949,0.01539124,0.0001129121,0.00001268011,0.000002660682,0.00001115771,0.000008035018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.164491,"threshold_uncertainty_score":0.7014181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849035196281659,"score_gpt":0.3648438458212997,"score_spread":0.3363534938584831,"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."}}