{"id":"W3159307853","doi":"10.1007/s42399-021-00913-4","title":"The Complexity of Co-Infections in the Era of COVID-19","year":2021,"lang":"en","type":"review","venue":"SN Comprehensive Clinical Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Intensive care medicine; Pandemic; Pathogen; Medicine; Antibiotics; Disease; Respiratory tract infections; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Infection control; Antimicrobial; Virus; Immunology; Biology; Respiratory system; Internal medicine; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001244974,0.0007267801,0.001429132,0.001455347,0.0003194018,0.001722066,0.0007609642,0.001872684,0.003794367],"category_scores_gemma":[0.002162466,0.0002492815,0.0006163868,0.00133122,0.0007099237,0.001925503,0.001075321,0.00283619,0.001252789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172361,"about_ca_system_score_gemma":0.002517265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002381553,"about_ca_topic_score_gemma":0.005910164,"domain_scores_codex":[0.999447,0.0001727929,0.00006618514,0.00007110821,0.000177705,0.00006502253],"domain_scores_gemma":[0.9987438,0.0007354963,0.0001571102,0.00002305241,0.0002340212,0.0001063867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007304222,0.00004088792,0.0005846262,0.009298662,0.0001167115,0.0003232994,0.00009754183,0.0002436185,0.0003444182,0.008213812,0.05559898,0.9250644],"study_design_scores_gemma":[0.00001848109,0.00008366061,0.002021803,0.01212129,0.0001341858,0.002295455,0.000200997,0.000184157,0.0001229417,0.004928535,0.977854,0.0000346568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000497814,0.99803,0.00005881142,0.001147726,0.0002744465,9.435136e-7,0.000007497269,0.000003191025,0.000427521],"genre_scores_gemma":[0.000728447,0.9974089,0.0001214558,0.0007331622,0.0007255044,0.000002750062,0.00001690098,0.000001241791,0.0002616254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003794367,"threshold_uncertainty_score":0.01269346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2527365143813184,"score_gpt":0.4798783505467201,"score_spread":0.2271418361654017,"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."}}