{"id":"W2988652835","doi":"10.3390/jof5040104","title":"Shift in Epidemiology of Cryptococcal Infections in Ottawa with High Mortality in Non-HIV Immunocompromised Patients","year":2019,"lang":"en","type":"article","venue":"Journal of Fungi","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Canadian Electricity Association; University of Ottawa","funders":"","keywords":"Medicine; Epidemiology; Case fatality rate; Cryptococcosis; Cryptococcus neoformans; Malignancy; Cryptococcus; Internal medicine; Immunosuppression; Mortality rate; Organ transplantation; Transplantation; Immunology; Biology","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":[0.0003635071,0.000325877,0.0003670954,0.002008716,0.002312118,0.001538501,0.0008898113,0.0005211974,0.002464107],"category_scores_gemma":[0.001706839,0.0003307072,0.000552893,0.002332282,0.001197593,0.0005982923,0.001609506,0.0008123051,0.0001980282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01102938,"about_ca_system_score_gemma":0.01146589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7669218,"about_ca_topic_score_gemma":0.8509157,"domain_scores_codex":[0.9990065,0.00009902097,0.0001678877,0.0001567087,0.0001830318,0.0003868632],"domain_scores_gemma":[0.9970294,0.0001502694,0.001226183,0.00009165952,0.0006908462,0.000811482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000430246,0.00001722793,0.996784,0.0000517507,0.00002695669,0.0005458685,0.0007050234,0.00003887932,0.0002097213,0.00006752576,0.0003128297,0.001197242],"study_design_scores_gemma":[0.000002102048,0.00002644056,0.9954168,0.00007349835,0.00002130918,0.0006440618,0.002993568,0.00005803213,0.00005512947,0.00002736978,0.0006623216,0.00001943006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951565,0.0009694844,0.00008035231,0.0006352671,0.00003219327,0.00004673977,0.0009668728,0.000009980604,0.002102671],"genre_scores_gemma":[0.9983928,0.00060293,0.0001228116,0.000212452,0.0000125279,0.00001151472,0.00032523,0.000004071924,0.0003156985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2330782,"threshold_uncertainty_score":0.4689016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583701264096147,"score_gpt":0.2949944782014373,"score_spread":0.2791574655604758,"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."}}