{"id":"W4414952307","doi":"10.1111/myc.70125","title":"Evaluating the Potential of Galactosaminogalactan as a Diagnostic Target for Invasive <scp> <i>Aspergillosis</i> </scp>","year":2025,"lang":"en","type":"article","venue":"Mycoses","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; GLS Industries (Canada); McGill University Health Centre","funders":"MSD Life Science Foundation, Public Interest Incorporated Foundation; Japan Agency for Medical Research and Development","keywords":"Aspergillosis; Pulmonary aspergillosis; Mycosis; Urine; Respiratory disease","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":[0.0004194262,0.0005337521,0.000215302,0.0002857393,0.00009623841,0.0004285253,0.0002302209,0.0004958731,0.0005708754],"category_scores_gemma":[0.0003840125,0.00009805545,0.0002311185,0.0001312887,0.0002072292,0.0002669679,0.0001575626,0.0004170986,0.0002151071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367047,"about_ca_system_score_gemma":0.0001984696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004963029,"about_ca_topic_score_gemma":0.0003595715,"domain_scores_codex":[0.9997925,0.00005107306,0.00001352091,0.00003331949,0.00006482244,0.00004474705],"domain_scores_gemma":[0.9997458,0.00008152895,0.00004923227,0.00001626898,0.00006631842,0.00004089611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004298727,0.000111448,0.00470204,0.0001331343,0.00001309058,0.0001350979,0.00001838537,0.000143932,0.9896268,0.0000567234,0.00005677649,0.004572726],"study_design_scores_gemma":[0.00005711054,0.003512722,0.02201412,0.00002970718,0.00008812774,0.001398208,0.00006601439,0.003543672,0.9672962,0.0001133616,0.001871427,0.000009445808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936728,0.001814911,0.0031076,0.0001137981,0.00001558165,0.00007544871,0.0001003816,0.00004101324,0.00105839],"genre_scores_gemma":[0.9946074,0.0008023521,0.003839212,0.000124665,0.00001955519,0.00003845018,0.0002965709,0.000006703071,0.0002650973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005708754,"threshold_uncertainty_score":0.002663136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546536050522307,"score_gpt":0.3415667453005217,"score_spread":0.3161013847952986,"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."}}