{"id":"W4318986819","doi":"10.1136/bmjresp-2022-001567","title":"Comparison of influenza and COVID-19 hospitalisations in British Columbia, Canada: a population-based study","year":2023,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia; BC Centre for Disease Control","funders":"Provincial Health Services Authority","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Virology; Population; Betacoronavirus; Environmental health; Internal medicine; Infectious disease (medical specialty); Outbreak; Disease","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01072817,0.0001108418,0.0007852112,0.0004216496,0.0004946201,0.0002886338,0.0005389249,0.00009684648,0.0002327203],"category_scores_gemma":[0.1149003,0.0001540793,0.00004654553,0.0026012,0.0003108965,0.0001231558,0.001157531,0.0006973526,0.0000113363],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009517246,"about_ca_system_score_gemma":0.0131344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.978545,"about_ca_topic_score_gemma":0.9955966,"domain_scores_codex":[0.9940726,0.001334572,0.001066818,0.0006497247,0.002242353,0.0006338863],"domain_scores_gemma":[0.9873879,0.01039493,0.0001422359,0.0007292632,0.0007066061,0.0006390976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001961918,0.0005725541,0.9772962,0.0005869188,0.00005133499,0.0003785835,0.0003143522,0.0004712416,0.00002201611,0.000006993173,0.01854846,0.001555164],"study_design_scores_gemma":[0.003894635,0.001126297,0.9751686,0.000202855,0.00001297318,2.83664e-7,0.003446174,0.001178066,0.000004584514,0.00006816344,0.01475694,0.0001404236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886599,0.0001025226,0.000003178235,0.002154806,0.0000293073,0.008720479,0.00009421098,0.00003214333,0.0002034435],"genre_scores_gemma":[0.995313,0.00000480818,0.00002506149,0.002368419,0.00004120785,0.001628891,0.00002330762,0.00002694074,0.0005683731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041721,"threshold_uncertainty_score":0.9924602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.468698013209514,"score_gpt":0.615628522361655,"score_spread":0.146930509152141,"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."}}