{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005699248,0.0001775153,0.0003963744,0.00007587004,0.0001912917,0.00002342923,0.0001776412,0.0000997071,0.00007054854],"category_scores_gemma":[0.0212605,0.0001211122,0.0002585334,0.0002705514,0.0001767165,0.00006857174,0.00007011763,0.0001663818,0.00001698449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006139682,"about_ca_system_score_gemma":0.0005059569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006556707,"about_ca_topic_score_gemma":0.00004405755,"domain_scores_codex":[0.9985011,0.00009826534,0.0003937125,0.0003265047,0.0003641037,0.0003163066],"domain_scores_gemma":[0.9941652,0.004789342,0.0001442233,0.0004532404,0.000374841,0.00007311918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006055731,0.0007346485,0.4691677,0.001557942,0.0005040579,0.00003303247,0.0008459791,0.0001131306,0.495303,0.00245301,0.02343989,0.005242093],"study_design_scores_gemma":[0.002791473,0.002120889,0.647247,0.0008454004,0.0009430051,0.00001247227,0.003247488,0.0005343268,0.3309348,0.007240433,0.003969535,0.0001131886],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891731,0.001832926,0.0007163914,0.0006548188,0.0002440137,0.00110594,0.00005232549,0.00003913725,0.006181341],"genre_scores_gemma":[0.994141,0.0002033594,0.0009297101,0.0009131697,0.0001162483,0.0001076473,0.00004305572,0.00001729984,0.003528545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1780793,"threshold_uncertainty_score":0.9869838,"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."}}