{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004078895,0.0002994678,0.0003819945,0.000735555,0.001868463,0.001030506,0.0007911756,0.0004008844,0.001614187],"category_scores_gemma":[0.001125107,0.0003333738,0.0005740963,0.002299842,0.0005101619,0.000403366,0.0006594729,0.000513764,0.0002172488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01376802,"about_ca_system_score_gemma":0.01390261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9774227,"about_ca_topic_score_gemma":0.9855251,"domain_scores_codex":[0.9993935,0.00004458784,0.00005368941,0.0001248584,0.0001821129,0.0002011602],"domain_scores_gemma":[0.9984527,0.00005856526,0.0005940468,0.00003929179,0.0003705518,0.0004849476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001684111,0.00001121055,0.9989325,0.00001625935,0.00001977334,0.00003873804,0.0001447084,0.00002304927,0.00005610925,0.00001003143,0.0003033316,0.0004274119],"study_design_scores_gemma":[0.000004669284,0.00001398531,0.9992765,0.00001301788,0.00001212705,0.00004372765,0.0002998105,0.00009143833,0.00001259808,0.000004301005,0.0002251648,0.000002723658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935831,0.0004052877,0.00005823963,0.0002230702,0.0000102539,0.00004855099,0.004397382,0.000006801085,0.001267277],"genre_scores_gemma":[0.9979029,0.0002191404,0.0000623275,0.0001036,0.000008452109,0.00001801303,0.001285285,0.000002068391,0.0003983229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02257735,"threshold_uncertainty_score":0.0998944,"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."}}