{"id":"W4372271641","doi":"10.1101/2023.05.04.23289541","title":"THE IMPACT OF THE COVID-19 PANDEMIC ON NON-COVID-19 COMMUNITY-ACQUIRED PNEUMONIA, A RETROSPECTIVE COHORT STUDY","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Providence Health Care; St. Paul's Foundation","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Confounding; Pneumonia; Retrospective cohort study; Community-acquired pneumonia; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort study; 2019-20 coronavirus outbreak; Internal medicine; Virology; 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":[0.001769503,0.0004928774,0.0004335848,0.001130316,0.000887991,0.00120763,0.0005937177,0.0005860399,0.001883229],"category_scores_gemma":[0.003491674,0.0006211465,0.00101243,0.001714025,0.0004106721,0.0008612178,0.0006876548,0.0007740489,0.0003589176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007724796,"about_ca_system_score_gemma":0.001125585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02488178,"about_ca_topic_score_gemma":0.02656728,"domain_scores_codex":[0.9985861,0.0002585796,0.0002139342,0.0004460149,0.000278405,0.0002170128],"domain_scores_gemma":[0.9967688,0.0003580023,0.001250457,0.0004987078,0.0005662804,0.0005576066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008384899,0.00001630489,0.9992999,0.00001066357,0.0000978902,0.0000420464,0.00004005527,0.00001130068,0.00004644423,0.000009680009,0.00008292658,0.0002591012],"study_design_scores_gemma":[0.00001176957,0.0001332717,0.998693,0.00001751431,0.00009149309,0.0002948764,0.0003572363,0.0001281513,0.00003110516,0.00001341664,0.0002213437,0.000006745965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972783,0.000569568,0.0001600952,0.00003359414,0.00001658656,0.0000421746,0.001488299,0.000003245638,0.0004081891],"genre_scores_gemma":[0.9985687,0.0001939408,0.00007818137,0.00003479002,0.00001527233,0.00002905695,0.000987222,0.000003486822,0.00008936626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02488178,"threshold_uncertainty_score":0.04947388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09879669138252144,"score_gpt":0.3986923826886601,"score_spread":0.2998956913061386,"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."}}