{"id":"W3153868231","doi":"10.1111/ctr.14322","title":"Six‐month risk of <i>Pneumocystis</i> pneumonia following acute cellular rejection: A case‐control study in solid organ transplant recipients","year":2021,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Toronto; University Health Network; Western University","funders":"","keywords":"Medicine; Pneumocystis pneumonia; Pneumonia; Intensive care unit; Internal medicine; Organ transplantation; Opportunistic infection; Transplantation; Immunology; Human immunodeficiency virus (HIV); Viral disease; Pneumocystis jirovecii","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001056274,0.0003846852,0.001186099,0.0002348681,0.0001844913,0.00002967234,0.0001016201,0.000288056,0.00006049464],"category_scores_gemma":[0.0001699036,0.0003598144,0.0006278814,0.0007196628,0.00007437735,0.0001673147,0.00001163257,0.0007016686,0.00003162025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130094,"about_ca_system_score_gemma":0.0002045164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001835865,"about_ca_topic_score_gemma":0.001350233,"domain_scores_codex":[0.9953625,0.0009361406,0.00183215,0.0008867439,0.0005593993,0.0004231033],"domain_scores_gemma":[0.9978525,0.000744235,0.0003740978,0.0005525004,0.0001695452,0.0003071109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002572757,0.003885361,0.8315129,0.000114253,0.001706298,0.08721938,0.001331195,0.0001527532,0.06563125,0.000005735974,0.000002764321,0.005865322],"study_design_scores_gemma":[0.0252044,0.003035298,0.9357895,0.0004985957,0.006521429,0.00675822,0.0004615885,0.0008259855,0.02048072,0.00003599067,0.00002373134,0.0003645578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935632,0.0001517211,0.002845498,0.0002091706,0.001201721,0.001286002,0.0003846892,0.0001111556,0.000246848],"genre_scores_gemma":[0.9980417,0.0009194324,0.0003628044,0.0001325131,0.000132021,0.00008857777,0.0001217116,0.00005546302,0.0001457193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1042765,"threshold_uncertainty_score":0.9998854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332901254431629,"score_gpt":0.3335937009730521,"score_spread":0.3102646884287358,"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."}}