{"id":"W2136386785","doi":"10.1148/radiol.2361031772","title":"Pulmonary Candidiasis after Hematopoietic Stem Cell Transplantation: Thin-Section CT Findings","year":2005,"lang":"en","type":"article","venue":"Radiology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; Hematopoietic stem cell transplantation; Lung; Institutional review board; Pleural effusion; Biopsy; Radiology; Transplantation; Pathology; Surgery; Internal medicine","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":[0.000166992,0.0001283323,0.0002744948,0.00006690079,0.0000668779,0.000007252816,0.00005119596,0.0001034794,0.0005493863],"category_scores_gemma":[0.000005215641,0.0001090177,0.0001107428,0.0001021938,0.00008338466,0.00009703534,0.000006101454,0.0002016545,0.0001428759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144861,"about_ca_system_score_gemma":0.00006040873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002755223,"about_ca_topic_score_gemma":0.00006224302,"domain_scores_codex":[0.9990436,0.00006409293,0.000237258,0.000289504,0.0001159627,0.0002496115],"domain_scores_gemma":[0.9995528,0.00007489149,0.00003488331,0.0002101272,0.00003003824,0.00009724584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002780519,0.000402296,0.9432514,0.0009798236,0.00009431437,0.002158942,0.004030381,0.00004170208,0.03132351,0.0002109893,0.003474926,0.01125119],"study_design_scores_gemma":[0.001342217,0.0003510884,0.9653837,0.00008973092,0.0002327962,0.005647508,0.0006578068,0.0002606331,0.01593056,0.00008221628,0.009717444,0.0003043152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908661,0.001430769,0.0003645883,0.0007929074,0.0002037233,0.0001972793,0.000009244695,0.00006135005,0.006073996],"genre_scores_gemma":[0.9956714,0.0004812243,0.0001666864,0.0006320115,0.0003401157,0.00002710029,0.00002731098,0.00001425102,0.002639909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02213228,"threshold_uncertainty_score":0.6015394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032923113077559,"score_gpt":0.2410443582148138,"score_spread":0.2307151270840382,"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."}}