{"id":"W4285736613","doi":"10.1016/j.rx.2022.06.006","title":"Espectro de coinfecciones pulmonares fúngicas oportunistas en COVID-19: lo que el radiólogo debe saber","year":2022,"lang":"es","type":"article","venue":"Radiología","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Immunosuppression; Mucormycosis; Medicine; Coronavirus disease 2019 (COVID-19); Dermatology; Aspergillosis; Aspergillus fumigatus; Lung; Intensive care medicine; Disease; Immunology; Pathology; Infectious disease (medical specialty); 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00249369,0.0006204325,0.001198262,0.0002594586,0.001147756,0.0000965909,0.0006730958,0.0003965935,0.01038521],"category_scores_gemma":[0.00268337,0.0005864091,0.0005305214,0.0005122076,0.0007242732,0.0001505567,0.0003675538,0.001410967,0.0001898993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002722755,"about_ca_system_score_gemma":0.002947582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008745845,"about_ca_topic_score_gemma":0.0001315213,"domain_scores_codex":[0.9942404,0.001608258,0.0009002839,0.001205537,0.0007171594,0.00132837],"domain_scores_gemma":[0.9957137,0.001437971,0.0003544281,0.001255139,0.0001083458,0.001130379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00342719,0.001536229,0.8066797,0.0008806119,0.0007096459,0.006771538,0.002803407,0.0003538015,0.01626177,0.06025418,0.09769525,0.002626665],"study_design_scores_gemma":[0.00306553,0.001586732,0.2278474,0.0000831923,0.0005606968,0.001816015,0.004735289,0.001146879,0.0004019921,0.004462636,0.7533572,0.0009363749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297912,0.02727776,0.002523586,0.02196155,0.001191432,0.001671673,0.0008418309,0.000457289,0.01428365],"genre_scores_gemma":[0.9801645,0.003161835,0.0003330545,0.007907319,0.0009641882,0.0001638125,0.000472231,0.00008970376,0.006743398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.655662,"threshold_uncertainty_score":0.9996587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124136452231603,"score_gpt":0.3304645112563788,"score_spread":0.3092231467340628,"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."}}