{"id":"W4406139372","doi":"10.1093/cid/ciae640","title":"Predictors of <i>Cryptococcus gattii</i> Clinical Presentation and Outcome: An International Study","year":2025,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; BC Centre for Disease Control; University of British Columbia","funders":"British Columbia Centre for Disease Control; Astellas Pharma; Merck; Pfizer","keywords":"Cryptococcus gattii; Medicine; Odds ratio; Retrospective cohort study; Logistic regression; Disease; Internal medicine; Epidemiology; Cohort; Cryptococcosis; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000692676,0.0003192158,0.0002374844,0.0006930821,0.0004077124,0.0005894208,0.000364782,0.0004058937,0.001270988],"category_scores_gemma":[0.002458823,0.0002477995,0.0003731987,0.001201541,0.0004305265,0.0005259732,0.0006395034,0.0006206657,0.0001999277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000413715,"about_ca_system_score_gemma":0.000509669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145938,"about_ca_topic_score_gemma":0.008634793,"domain_scores_codex":[0.9996334,0.00009321321,0.00004687734,0.00009735069,0.00003970738,0.00008946411],"domain_scores_gemma":[0.9977289,0.0002327753,0.001332779,0.0001222466,0.0002051318,0.0003781673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003917893,0.00001539595,0.9994555,0.000004263946,0.00001450983,0.00003383283,0.00004868745,0.000009971879,0.00003060634,0.00000674569,0.00004876529,0.0002924634],"study_design_scores_gemma":[0.000006576013,0.00007103063,0.9991605,0.00001489038,0.00002121531,0.0002772054,0.0002293724,0.00007645304,0.00001851124,0.00001205143,0.0001093985,0.000002754141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991924,0.0001303987,0.00004122089,0.0000406016,0.000003382103,0.000008317597,0.0002323141,0.000001324388,0.0003500793],"genre_scores_gemma":[0.999526,0.0001118579,0.0000420836,0.00002519631,0.000007307148,0.000006989639,0.0002384168,0.000001166608,0.00004096276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01145938,"threshold_uncertainty_score":0.02278537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06431533424915967,"score_gpt":0.4773964235070405,"score_spread":0.4130810892578808,"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."}}