{"id":"W3000203935","doi":"10.1093/cid/ciaa007","title":"High Rates of Influenza-Associated Invasive Pulmonary Aspergillosis May Not Be Universal: A Retrospective Cohort Study from Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Aspergillosis; Retrospective cohort study; Intensive care medicine; Respiratory disease; Cohort; Pulmonary aspergillosis; Cohort study; Internal medicine; Immunology; Lung","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":[0.001572399,0.0007276082,0.0005415417,0.001760833,0.00367051,0.002716821,0.002415151,0.0007621515,0.001997879],"category_scores_gemma":[0.002597351,0.0008160301,0.000822903,0.004220649,0.001267717,0.0006271441,0.001071884,0.001177693,0.0002916636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02589459,"about_ca_system_score_gemma":0.02909592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909678,"about_ca_topic_score_gemma":0.9948266,"domain_scores_codex":[0.9981881,0.0001523867,0.0001150546,0.0003463822,0.000572297,0.0006258745],"domain_scores_gemma":[0.9965104,0.0001796415,0.0006266062,0.0002995257,0.001461946,0.0009217518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004778504,0.00001665723,0.9975382,0.00001081611,0.00006406101,0.0001066795,0.0003022744,0.00005555149,0.00008595707,0.00007532584,0.0007268495,0.000969908],"study_design_scores_gemma":[0.000009490091,0.00002138849,0.9971131,0.0000468285,0.00006460762,0.0001529409,0.001453741,0.0002670749,0.00004638456,0.00003815293,0.0007712999,0.00001490348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902317,0.001291141,0.0003268576,0.0005727401,0.00005140704,0.0000739409,0.004432783,0.00002201565,0.002997497],"genre_scores_gemma":[0.9966787,0.0004986835,0.0002263899,0.0002251716,0.00001369514,0.0000171974,0.001465519,0.00001052497,0.0008641709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02589459,"threshold_uncertainty_score":0.1878793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920332724861478,"score_gpt":0.3269602339117523,"score_spread":0.2877569066631375,"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."}}