{"id":"W7075606613","doi":"","title":"Identifying Gaps in the International Consensus Case Definitions for Invasive Aspergillosis:A Review of Clinical Cases Not Meeting These Definitions","year":2024,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"MEDLINE; Identification (biology); Government (linguistics); Context (archaeology); Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.0008335516,0.00007314181,0.000183075,0.00007337091,0.0002009659,0.00005241841,0.0001861996,0.00003406158,0.00003253127],"category_scores_gemma":[0.0000709351,0.00006175054,0.0001620596,0.0001583882,0.0004369657,0.00009001661,0.0001055394,0.0002471088,0.000004412108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001155889,"about_ca_system_score_gemma":0.0001106839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006511948,"about_ca_topic_score_gemma":0.00001561479,"domain_scores_codex":[0.9988661,0.0002529591,0.0002745064,0.0002019183,0.0002650964,0.0001394359],"domain_scores_gemma":[0.9971823,0.002299734,0.00009075586,0.0001147608,0.000261546,0.00005093824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001510987,0.0005090256,0.02558386,0.005285713,0.0004235349,0.001396352,0.002451237,0.00002841886,0.001871986,0.9574911,0.002429195,0.002378489],"study_design_scores_gemma":[0.006088852,0.002262331,0.09754913,0.08551231,0.001805262,0.003720348,0.1788122,0.00381472,0.03485015,0.5765558,0.007119331,0.001909501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954162,0.0004624668,0.0001434583,0.001498046,0.00009693288,0.0003410639,0.000339723,0.000007202525,0.001694884],"genre_scores_gemma":[0.9985597,0.0003948339,0.0006437308,0.00001772519,0.0001124497,0.000006934447,0.00004508842,0.000005234599,0.0002142733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3809353,"threshold_uncertainty_score":0.2518114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2959089585932155,"score_gpt":0.4161281793253854,"score_spread":0.12021922073217,"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."}}