{"id":"W4206212200","doi":"10.18203/2394-6040.ijcmph20220079","title":"Most common concurrent infections with COVID-19","year":2022,"lang":"en","type":"article","venue":"International Journal of Community Medicine and Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Pseudomonas aeruginosa; Staphylococcus aureus; Antibiotics; Coinfection; Prospective cohort study; Intensive care medicine; Internal medicine; Immunology; Microbiology; Biology; Virus; Bacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.001808295,0.00008139143,0.000253663,0.0002659122,0.0008505537,0.00001256576,0.0003874707,0.00003055214,0.0006542167],"category_scores_gemma":[0.0003426774,0.00005697425,0.00002605689,0.0001712968,0.0003340391,0.00008834117,0.0001400073,0.001140053,0.000001923179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014684,"about_ca_system_score_gemma":0.00106669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002953564,"about_ca_topic_score_gemma":0.0006128504,"domain_scores_codex":[0.9980385,0.001217326,0.0003984888,0.00004676833,0.0001475228,0.0001513803],"domain_scores_gemma":[0.9984673,0.000573291,0.0004420396,0.0001220052,0.0002606466,0.0001347249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008670003,0.004755517,0.1690781,0.0002634767,0.002776125,0.0001540349,0.06202426,0.0001500659,0.00078211,0.06252133,0.5448197,0.1518083],"study_design_scores_gemma":[0.002962777,0.002511917,0.005328678,0.00006588388,0.00001654881,0.003066246,0.02383053,0.000002461456,0.000007473263,0.0003415044,0.9617941,0.00007191995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6470495,0.008684277,0.005117653,0.3340244,0.002551996,0.0001549941,0.00007503883,0.00002931639,0.002312816],"genre_scores_gemma":[0.9812516,0.000976007,0.00001209361,0.01742835,0.00007936524,0.000001596008,0.00009548082,0.000005219631,0.0001503121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4169744,"threshold_uncertainty_score":0.7163214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07972090133248072,"score_gpt":0.3825307772007849,"score_spread":0.3028098758683042,"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."}}