{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008157713,0.000111059,0.0007443297,0.0004569377,0.00001485423,0.000001733155,0.00005383776,0.00008909578,0.00007114362],"category_scores_gemma":[0.0002313246,0.00007871526,0.00009629226,0.0003877504,0.00005166226,0.0001048171,0.0000235692,0.0004974497,0.000006996084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432463,"about_ca_system_score_gemma":0.00008802987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008311015,"about_ca_topic_score_gemma":0.0009748383,"domain_scores_codex":[0.9985161,0.0001276238,0.0009257612,0.0001126039,0.0001205262,0.0001974246],"domain_scores_gemma":[0.9989724,0.0003295887,0.0003652622,0.0001441282,0.0001375916,0.00005101643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003188715,0.0009629215,0.9967899,0.00005977883,0.00007568573,0.00001774289,0.0002456768,0.0006370064,0.0005009443,0.0001462753,0.00006844966,0.0001767705],"study_design_scores_gemma":[0.005751851,0.001589693,0.9915692,0.0004098439,0.00002638772,0.00001828937,0.00007635655,0.0001033279,0.00007441235,0.0002228212,0.00008942105,0.0000684437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979169,0.0002211064,0.00005352167,0.0001991209,0.0002057333,0.0003983218,0.000003587031,0.000002697209,0.000998974],"genre_scores_gemma":[0.9994375,0.0000741332,0.0003467328,0.00005772519,0.00003901136,0.00001172515,0.000002809781,0.00000784745,0.00002249589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00543298,"threshold_uncertainty_score":0.3209915,"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."}}