{"id":"W4387849993","doi":"10.1136/bmjresp-2023-001810","title":"Impact of the COVID-19 pandemic on non-COVID-19 community-acquired pneumonia: a retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Pneumonia; Retrospective cohort study; Comorbidity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Community-acquired pneumonia; Internal medicine; Cohort study; Cohort; 2019-20 coronavirus outbreak; Emergency medicine; Virology; Outbreak","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","metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06743621,0.0005048972,0.001795973,0.001164117,0.002743208,0.0002265912,0.003974079,0.0003219326,0.0005858874],"category_scores_gemma":[0.3446161,0.0003265384,0.0006255595,0.006285626,0.002352715,0.0002093624,0.009187095,0.003849874,0.000483803],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006595122,"about_ca_system_score_gemma":0.01592166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02150694,"about_ca_topic_score_gemma":0.002806411,"domain_scores_codex":[0.9778482,0.01205986,0.001425994,0.001305709,0.005673835,0.001686456],"domain_scores_gemma":[0.9504661,0.03862863,0.0004775918,0.006101226,0.001922708,0.002403723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005112492,0.001957871,0.9474316,0.000592417,0.0009144151,0.0004389441,0.002824531,0.0002924465,0.003906753,0.00003094736,0.03616215,0.0003354539],"study_design_scores_gemma":[0.00669637,0.01085036,0.969493,0.000183601,0.00007561298,0.000006666026,0.002708361,0.0001603474,0.00005718153,0.0005114002,0.00895348,0.000303674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624894,0.00002664668,0.00001067414,0.007845702,0.000111568,0.02584603,0.0002004752,0.0001763499,0.003293176],"genre_scores_gemma":[0.9861606,0.0000908279,0.000005619602,0.00578449,0.0001996044,0.004308862,0.00001850829,0.0001010957,0.003330352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2771799,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5046313056795105,"score_gpt":0.6300223785151807,"score_spread":0.1253910728356702,"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."}}