{"id":"W4411298461","doi":"10.1080/07853890.2025.2511043","title":"Mortality of <i>Pneumocystis jirovecii</i> pneumonia in intensive care units: a post-hoc analysis of an international multicenter study by ESGCIP and EFISG","year":2025,"lang":"en","type":"article","venue":"Annals of Medicine","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Post-hoc analysis; Pneumocystis jirovecii; Pneumonia; Epidemiology; Intensive care medicine; Post hoc; Multicenter study; Pediatrics; Internal medicine; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004034076,0.0002741841,0.001317982,0.001256511,0.00002761623,0.000004879604,0.0001898812,0.0001050395,0.00004715859],"category_scores_gemma":[0.0009190298,0.0002211542,0.0001298845,0.001556834,0.0003416754,0.0001199271,0.0001020907,0.000202904,4.575379e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005625134,"about_ca_system_score_gemma":0.00009079152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002881316,"about_ca_topic_score_gemma":0.00131912,"domain_scores_codex":[0.9974433,0.0001642511,0.001109548,0.000466287,0.0005955661,0.0002210324],"domain_scores_gemma":[0.9960726,0.0002154883,0.0004383831,0.0005623903,0.002548076,0.0001630088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003704421,0.001892411,0.8599195,0.0004240264,0.006777331,0.0001763039,0.01207571,0.0000468999,0.09999867,0.00008082827,0.0001853303,0.01471861],"study_design_scores_gemma":[0.007474717,0.005011258,0.9442201,0.0005943531,0.002543301,0.000008176166,0.028024,0.0006872211,0.01106155,0.00001554053,0.0002259305,0.0001338075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993957,0.001222507,0.00001223194,0.003047919,0.0001804153,0.0006888328,0.000332188,0.00001912384,0.0005398204],"genre_scores_gemma":[0.997507,0.0005345956,0.00001944058,0.001540677,0.00002090455,0.00002743523,0.0002312452,0.00001491603,0.0001037555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08893711,"threshold_uncertainty_score":0.9018405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755112550853038,"score_gpt":0.3783087409689779,"score_spread":0.3407576154604476,"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."}}