{"id":"W7117355926","doi":"10.1016/j.eclinm.2025.103715","title":"Pneumocystis jirovecii pneumonia prophylaxis in patients with glioma receiving concurrent chemoradiation: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; University of Ottawa; Queen's University; Princess Margaret Cancer Centre; St Joseph's Health Centre; Ottawa Hospital","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Qassim University; Gilead Sciences; AstraZeneca","keywords":"Pneumocystis jirovecii; Glioma; Pneumonia; Pneumocystis carinii; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000894574,0.0004815551,0.004532596,0.0007076721,0.00009594726,0.00003181502,0.0001538683,0.0001557284,0.0002056888],"category_scores_gemma":[0.00147782,0.0002944816,0.000565807,0.002617744,0.0001732302,0.00009808083,0.00008080718,0.0004738152,0.00002485465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252216,"about_ca_system_score_gemma":0.0001240371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000407659,"about_ca_topic_score_gemma":0.00005338627,"domain_scores_codex":[0.9960974,0.0002913329,0.001714451,0.0008598811,0.0006623424,0.000374534],"domain_scores_gemma":[0.9973193,0.0006485531,0.000519921,0.0009201544,0.000285015,0.0003070795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009525983,0.005388716,0.3670876,0.3130559,0.3096331,0.0007937156,0.0003192651,0.0000243287,0.0002004635,0.0003428489,0.000525091,0.001676429],"study_design_scores_gemma":[0.006087009,0.001854153,0.4325413,0.006506779,0.5523806,0.0000468175,0.00002368177,0.0001163554,0.00002862649,0.00002410124,0.00007792127,0.0003126858],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7943049,0.1339114,0.0006869416,0.04820987,0.0005688357,0.01951055,0.0001550312,0.0004831423,0.002169369],"genre_scores_gemma":[0.9939612,0.0007661125,0.0001514294,0.003336567,0.00002475639,0.0005877216,0.00006468406,0.00002725287,0.001080347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3065491,"threshold_uncertainty_score":0.9999507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831162210436977,"score_gpt":0.3047461228720384,"score_spread":0.2864345007676686,"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."}}