{"id":"W4406952232","doi":"10.1093/ofid/ofae631.201","title":"636. <i>Pneumocystis</i> Pneumonia Outcomes in Solid Organ Transplant Recipients and Patients Living with HIV: A Population-Based Study Over 20 Years (2002-2022) in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; McMaster University","funders":"","keywords":"Medicine; Pneumocystis pneumonia; Human immunodeficiency virus (HIV); Pneumonia; Organ transplantation; Population; Intensive care medicine; Solid organ; Pneumocystis jirovecii; Immunology; Internal medicine; Transplantation; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008431072,0.0003650226,0.0006864997,0.0004031684,0.0001717869,0.0001207154,0.0001464443,0.00007002691,0.000181612],"category_scores_gemma":[0.00008309114,0.0003209474,0.00005640787,0.000521844,0.00002488249,0.0002070397,0.0001061846,0.0002713878,0.000004187033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001841659,"about_ca_system_score_gemma":0.001184607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8605034,"about_ca_topic_score_gemma":0.9955382,"domain_scores_codex":[0.9978681,0.0001123798,0.0005067138,0.0006255518,0.0004181018,0.0004691708],"domain_scores_gemma":[0.9990323,0.0001699017,0.0001287529,0.0003630619,0.00006045449,0.0002455802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003192145,0.003158046,0.9949421,0.00002578791,0.0001734216,0.0003002397,0.0001593308,0.0001877943,0.0000212732,0.000005869125,0.000103233,0.0006037093],"study_design_scores_gemma":[0.009067239,0.0007303738,0.9887952,0.0005351951,0.0002363619,0.000009771439,0.0001138769,0.00007668566,0.000009987463,0.00001432113,0.0001170165,0.0002939974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964141,0.00002740192,0.00000404302,0.0002236796,0.0002683922,0.002215991,0.0001407629,0.00004961491,0.0006559967],"genre_scores_gemma":[0.9975824,0.000004213229,0.000006844722,0.0008207409,0.000004716147,0.0003450794,0.0001190434,0.00003790838,0.001079002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350348,"threshold_uncertainty_score":0.9999242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00392637876778746,"score_gpt":0.2314101844700674,"score_spread":0.2274838057022799,"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."}}