{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002168676,0.0002906653,0.001291625,0.00003939781,0.0001221348,0.00001677674,0.0001632867,0.0001697438,0.0005920869],"category_scores_gemma":[0.01173237,0.0002606472,0.000363848,0.0004437288,0.0003135707,0.0001160721,0.0001264701,0.0004256182,0.00001482974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004917209,"about_ca_system_score_gemma":0.001475911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6220624,"about_ca_topic_score_gemma":0.6272152,"domain_scores_codex":[0.9969826,0.0003971594,0.0009321955,0.0007774361,0.0006171485,0.0002934803],"domain_scores_gemma":[0.9954808,0.002474384,0.0004018123,0.0004744022,0.0005418173,0.0006267503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000932634,0.002416814,0.9913929,0.00004416525,0.001396919,0.0002438176,0.0001109924,0.00001106979,0.00008224753,0.00003842362,0.0032544,0.00007568661],"study_design_scores_gemma":[0.00234642,0.001439244,0.9934013,0.00007338555,0.001357006,3.326263e-7,0.0006933863,0.00003891074,0.0001810221,0.00006646973,0.0001627585,0.0002396945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956038,0.0001171031,0.000001563435,0.001615225,0.0002397859,0.00101739,0.0007410079,0.00008964074,0.0005744866],"genre_scores_gemma":[0.9939289,0.0001309311,0.000002844806,0.005355986,0.0001834938,0.00002559706,0.0001875923,0.00003631003,0.0001483131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01151551,"threshold_uncertainty_score":0.9999846,"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."}}