{"id":"W4404792572","doi":"10.3390/jof10120829","title":"Current Analytical Methods and Challenges for the Clinical Diagnosis of Invasive Pulmonary Aspergillosis Infection","year":2024,"lang":"en","type":"review","venue":"Journal of Fungi","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Aspergillosis; Pulmonary aspergillosis; Incidence (geometry); Mortality rate; Polymerase chain reaction; Medicine; Biology; Intensive care medicine; Pathology; Internal medicine; Immunology; Biochemistry","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":[0.004237229,0.001159444,0.002579077,0.003844413,0.0004917066,0.002127957,0.001985596,0.002246752,0.002689352],"category_scores_gemma":[0.004277093,0.0007363482,0.001076231,0.003123285,0.001581176,0.002683218,0.0009769701,0.003070757,0.002825112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034513,"about_ca_system_score_gemma":0.002623962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817892,"about_ca_topic_score_gemma":0.002164768,"domain_scores_codex":[0.9980698,0.0003794915,0.0003413055,0.0002427344,0.0008650469,0.0001014999],"domain_scores_gemma":[0.9956421,0.002396734,0.0003983409,0.0001135636,0.001299878,0.0001494011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006390195,0.00006709127,0.0003713617,0.02760229,0.0001052769,0.0002577959,0.0001212958,0.0003194007,0.00228259,0.004298529,0.01905898,0.9454515],"study_design_scores_gemma":[0.00001504463,0.0001175647,0.001591512,0.008508318,0.0001882956,0.002006824,0.0001913366,0.0002212928,0.00109499,0.003748635,0.9822619,0.00005420407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008413215,0.9983037,0.0002685029,0.0005000882,0.0002045668,0.000006119183,0.00001004652,0.000008405711,0.0006145491],"genre_scores_gemma":[0.0005705068,0.9982084,0.0005626843,0.0002224068,0.000210499,0.000009459822,0.00001652324,0.000002051551,0.0001975996],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004237229,"threshold_uncertainty_score":0.0224089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.329847665402967,"score_gpt":0.539468103923779,"score_spread":0.209620438520812,"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."}}