{"id":"W4210898648","doi":"10.1093/ofid/ofac043","title":"Community-Acquired Pneumonia in Canada During Coronavirus Disease 2019","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Manitoba; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Community-acquired pneumonia; Coronavirus disease 2019 (COVID-19); Etiology; Pneumonia; Context (archaeology); Intensive care medicine; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Disease; Family medicine; Pathology; Infectious disease (medical specialty); Outbreak; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008212246,0.000231614,0.000290307,0.0006159971,0.008609246,0.001932679,0.000712533,0.0008161535,0.002597981],"category_scores_gemma":[0.003175124,0.0001945084,0.0002838679,0.001510808,0.001387423,0.0006434292,0.001898971,0.001970818,0.0001734179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05600707,"about_ca_system_score_gemma":0.1531068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918914,"about_ca_topic_score_gemma":0.9973944,"domain_scores_codex":[0.9985105,0.000145688,0.00006453892,0.00009210954,0.0005262791,0.0006609321],"domain_scores_gemma":[0.9970709,0.0001407331,0.0002564838,0.00002339945,0.001178153,0.001330294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003869599,0.000379254,0.5636799,0.001622892,0.0001209459,0.02717877,0.07393811,0.0005875827,0.002462824,0.009498088,0.1049556,0.215189],"study_design_scores_gemma":[0.00006241729,0.0002675882,0.6662155,0.002945447,0.0001399939,0.01237006,0.1113349,0.0007969589,0.0007555832,0.00221687,0.2026575,0.0002371627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7377011,0.04316311,0.001990985,0.08663793,0.002148047,0.0007770663,0.003739415,0.0001561576,0.1236862],"genre_scores_gemma":[0.961207,0.01564065,0.001769245,0.01308762,0.000264477,0.000057774,0.0006846182,0.00004151166,0.007247136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05600707,"threshold_uncertainty_score":0.4063616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155251040458937,"score_gpt":0.2903788131580252,"score_spread":0.2688263027534358,"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."}}