{"id":"W4225003249","doi":"10.3390/ijerph19095270","title":"COVID-19 Clinical Profiles and Fatality Rates in Hospitalized Patients Reveal Case Aggravation and Selective Co-Infection by Limited Gram-Negative Bacteria","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McGill University","funders":"University of Hail","keywords":"Case fatality rate; Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Infection control; Bacteria; Gram-negative bacteria; Intensive care medicine; Virology; Environmental health; Emergency medicine; Biology; Internal medicine; Epidemiology; Disease; Infectious disease (medical specialty); Outbreak; Escherichia coli","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":[0.0002398631,0.0002950831,0.0004162151,0.0006122753,0.0005239442,0.000506649,0.0001813351,0.0003487952,0.001464954],"category_scores_gemma":[0.001582098,0.0001971939,0.0003120414,0.0003741297,0.0002870491,0.0003978773,0.000535264,0.0004159329,0.0002444823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654223,"about_ca_system_score_gemma":0.0002358591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370735,"about_ca_topic_score_gemma":0.00173306,"domain_scores_codex":[0.9996075,0.00005945691,0.00006208775,0.00008703842,0.00006733535,0.000116591],"domain_scores_gemma":[0.9988348,0.0001583349,0.0005033026,0.00007086703,0.0001022843,0.0003304093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001432347,0.00001788371,0.997978,0.000006467793,0.00001038998,0.0004530956,0.00004943383,0.00001775958,0.0004130173,0.000007775073,0.00005172999,0.0008511725],"study_design_scores_gemma":[0.000007143188,0.0002385071,0.9949855,0.000009286677,0.00001421132,0.003863026,0.0002967368,0.0001391815,0.000234851,0.00002580157,0.0001798534,0.000006005034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999343,0.0001714761,0.00004137283,0.00001713788,0.000003598479,0.000004606754,0.0001222636,0.000002812024,0.0002936882],"genre_scores_gemma":[0.9995407,0.00006423578,0.00004135545,0.00001220436,0.000007979354,0.000003446388,0.0002589231,0.000001090247,0.00007011149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001464954,"threshold_uncertainty_score":0.004900813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05831334654134543,"score_gpt":0.4098011606545044,"score_spread":0.351487814113159,"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."}}