{"id":"W1963641561","doi":"10.1097/01.rti.0000213552.16011.ad","title":"Pulmonary Invasive Aspergillosis and Candidiasis in Immunocompromised Patients","year":2006,"lang":"en","type":"article","venue":"Journal of Thoracic Imaging","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Halo sign; Medicine; Aspergillosis; Mycosis; Bronchoalveolar lavage; Pathology; Radiology; Differential diagnosis; Lung; Computed tomography; Internal medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006258824,0.0003295182,0.0004414027,0.0008900342,0.0004811851,0.0006208843,0.0002180894,0.0007129425,0.002020203],"category_scores_gemma":[0.004696372,0.0002634145,0.0002846889,0.0005713971,0.0004938363,0.0007134716,0.0006422633,0.0004627882,0.0003896646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814446,"about_ca_system_score_gemma":0.0001730662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006030471,"about_ca_topic_score_gemma":0.0006242525,"domain_scores_codex":[0.9993259,0.0002691205,0.00008290217,0.00009273223,0.000116407,0.0001130083],"domain_scores_gemma":[0.9978682,0.0009275894,0.0005857479,0.00007886561,0.0001015612,0.0004380063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003153882,0.00004881412,0.9956098,0.00002203835,0.00003232795,0.001665032,0.0001126429,0.00004040513,0.0003793445,0.00001743343,0.00004771537,0.001708998],"study_design_scores_gemma":[0.00004766441,0.0005287442,0.9870902,0.00002019986,0.00003886496,0.01134333,0.0004331112,0.0001378048,0.00009058453,0.00003544092,0.0002269076,0.000007172639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988636,0.000669176,0.00003514807,0.00003651111,0.000007226039,0.00000493801,0.00002651904,0.000001584141,0.0003553372],"genre_scores_gemma":[0.9996132,0.0001899824,0.00004228746,0.00004012434,0.00003267339,0.000005060131,0.00004057804,6.153429e-7,0.00003545343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002020203,"threshold_uncertainty_score":0.006758273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006148221830265259,"score_gpt":0.2725041925667888,"score_spread":0.2663559707365236,"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."}}