{"id":"W2111240524","doi":"10.1086/500934","title":"Prognostic Factors for Death Due to Invasive Aspergillosis after Hematopoietic Stem Cell Transplantation: A 1-Year Retrospective Study of Consecutive Patients at French Transplantation Centers","year":2006,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Pfizer","keywords":"Medicine; Hematopoietic stem cell transplantation; Transplantation; Aspergillosis; Retrospective cohort study; Internal medicine; Cause of death; Disease; Surgery; Pediatrics; Immunology","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":[0.00011269,0.0002524673,0.0006750023,0.00009979217,0.000120273,0.00001575786,0.00006527857,0.000117299,0.00005978549],"category_scores_gemma":[0.0002193586,0.0002129101,0.0003570624,0.0002006943,0.000126828,0.00008420347,0.00001607584,0.0001227931,0.00001184913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854216,"about_ca_system_score_gemma":0.0001117263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001414487,"about_ca_topic_score_gemma":0.001111537,"domain_scores_codex":[0.9978316,0.000170185,0.0008019842,0.0005780022,0.0003517653,0.0002664143],"domain_scores_gemma":[0.9978358,0.00100333,0.0002127522,0.0002462443,0.0004538816,0.0002480039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002011354,0.005905429,0.9895005,0.0007061223,0.0001336028,0.00005920706,0.001483402,0.000008731691,0.00003379496,0.00001213928,0.0001150859,0.00003059231],"study_design_scores_gemma":[0.005451121,0.005107267,0.9863474,0.0002236714,0.00132019,0.000001978322,0.0006897866,0.000002887354,0.000561384,0.00009136496,0.000002022026,0.0002008626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946423,0.00005793462,0.0004439938,0.00001628247,0.0001824989,0.003159217,0.001250255,0.00006300662,0.0001845719],"genre_scores_gemma":[0.9990676,0.00004919535,0.00001532615,0.00009530131,0.00005441168,0.000281513,0.0003275367,0.00002834423,0.00008073953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004425392,"threshold_uncertainty_score":0.8682222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007783574383577,"score_gpt":0.2968568404949114,"score_spread":0.2767790047510756,"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."}}