{"id":"W4243209043","doi":"10.1038/bmt.2009.259","title":"Fungal infection prevention after hematopoietic cell transplantation","year":2009,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Hematopoietic cell; Transplantation; Hematopoietic stem cell transplantation; Immunology; Haematopoiesis; Stem cell; Internal medicine; Biology; Genetics","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":[0.0002372497,0.0002017855,0.0002567864,0.0001553376,0.00009485426,0.0000293477,0.00003066341,0.0001608327,0.000216415],"category_scores_gemma":[0.000007378533,0.0001960363,0.0001877872,0.0002416266,0.00003456198,0.0003146685,0.000001259287,0.00019005,0.00008827949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007225631,"about_ca_system_score_gemma":0.00007011084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002810239,"about_ca_topic_score_gemma":0.0001282305,"domain_scores_codex":[0.9985334,0.00007781212,0.0004100126,0.0003548714,0.0003671076,0.0002568541],"domain_scores_gemma":[0.9994777,0.00002757937,0.00008943736,0.0002017664,0.00008871161,0.0001147526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01850624,0.002094271,0.4791821,0.005511447,0.00007400823,0.001397978,0.004804637,0.00009266004,0.4515201,0.0007494679,0.00042351,0.03564361],"study_design_scores_gemma":[0.002070047,0.0005731083,0.9619222,0.0002682944,0.0004170655,0.0003038518,0.0000350003,0.00005948544,0.03335198,0.0007057164,0.00008119053,0.0002121029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729093,0.00023425,0.02088657,0.0003263483,0.0001153686,0.0005736531,0.0000219328,0.0001490862,0.004783466],"genre_scores_gemma":[0.9962731,0.00104818,0.0008088589,0.0002797349,0.00007513355,0.00003467508,0.000364325,0.00001746251,0.001098522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.48274,"threshold_uncertainty_score":0.7994127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036832705234808,"score_gpt":0.2594017182665505,"score_spread":0.2490333912142024,"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."}}