{"id":"W3035409428","doi":"10.1093/cid/ciaa773","title":"Coronavirus Disease 2019 and Antimicrobial Resistance: Parallel and Interacting Health Emergencies","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane; St. Joseph’s Healthcare Hamilton; McMaster University; Impact","funders":"World Health Organization","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus; Disease; Antibiotic resistance; Risk analysis (engineering); Infectious disease (medical specialty); Virology; Outbreak; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004624287,0.0002391648,0.0007934561,0.0000511207,0.0003011644,0.00005868241,0.00008657427,0.00007288536,0.0000965702],"category_scores_gemma":[0.05380135,0.0002034882,0.0002375089,0.0001927626,0.0007222692,0.0001372432,0.0004218755,0.0005196278,0.00004096332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005844075,"about_ca_system_score_gemma":0.0005185524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006764454,"about_ca_topic_score_gemma":0.00004188272,"domain_scores_codex":[0.9973824,0.0003007725,0.0008663533,0.0007340224,0.0002891663,0.0004272867],"domain_scores_gemma":[0.9914536,0.005787628,0.0002335319,0.0002840785,0.0001593798,0.002081792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001338422,0.000564659,0.9602701,0.001506929,0.0001889473,0.00009765768,0.0001258334,0.00001308844,0.00001881379,0.0001009897,0.02369628,0.01207826],"study_design_scores_gemma":[0.002820778,0.0009509482,0.9637443,0.0003748545,0.00021481,8.784953e-7,0.00005867999,0.0004292856,0.000001307244,0.0003044889,0.03086868,0.0002309457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083692,0.009673673,0.0005138391,0.07905475,0.0004696973,0.001117609,0.000276341,0.0003536705,0.0001711588],"genre_scores_gemma":[0.9578499,0.02023628,0.00006965629,0.02088435,0.0005974394,0.00002465198,0.00003330251,0.00002898832,0.000275486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0581704,"threshold_uncertainty_score":0.9541689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549623083289131,"score_gpt":0.5049988966805751,"score_spread":0.350036588351662,"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."}}