{"id":"W4389925773","doi":"10.1093/ofid/ofad639","title":"Epidemiology, Risk Factors, and Prophylaxis Use for <i>Pneumocystis jirovecii</i> Pneumonia in the Non-HIV Population: A Retrospective Study in Québec, Canada","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; University of Alberta","funders":"","keywords":"Medicine; Epidemiology; Pneumocystis jirovecii; Retrospective cohort study; Human immunodeficiency virus (HIV); Pneumonia; Pneumocystis pneumonia; Population; Intensive care medicine; Pediatrics; Family medicine; Internal medicine; 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":[0.0007048049,0.000458687,0.0005153882,0.001435888,0.002098774,0.001334417,0.001245191,0.0006106404,0.001963937],"category_scores_gemma":[0.001609854,0.0003355602,0.0006339391,0.003224695,0.0008185874,0.0004169412,0.0005275569,0.0006487024,0.0002192856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01515178,"about_ca_system_score_gemma":0.0142688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9698293,"about_ca_topic_score_gemma":0.968379,"domain_scores_codex":[0.9989552,0.00009355666,0.0001000158,0.0001935201,0.0003475342,0.000310101],"domain_scores_gemma":[0.9971315,0.0002065944,0.0009705903,0.00007818591,0.0009351985,0.0006779218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002317977,0.00001618944,0.9987889,0.00001824609,0.00002696913,0.00006708402,0.00008155514,0.00001994532,0.00005161505,0.00001285404,0.0002665932,0.0006269019],"study_design_scores_gemma":[0.000004626879,0.00003557571,0.9988759,0.00003263649,0.00002086424,0.0001547784,0.0003724879,0.0001106396,0.0000278568,0.00000560993,0.0003531602,0.000005788957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920377,0.002106665,0.0001130488,0.0002455002,0.00001384033,0.00008920774,0.003338187,0.0000130542,0.002042984],"genre_scores_gemma":[0.9980001,0.0006347265,0.00007860376,0.0001236131,0.000007494106,0.0000199828,0.0008502032,0.000004451325,0.0002808187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03017074,"threshold_uncertainty_score":0.1099343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229459187051826,"score_gpt":0.2991653008661547,"score_spread":0.2762193821609721,"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."}}