{"id":"W2016941338","doi":"10.1097/00004728-200401000-00002","title":"Aspergillus Infection of the Airways","year":2004,"lang":"en","type":"article","venue":"Journal of Computer Assisted Tomography","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia Hospital","funders":"","keywords":"Medicine; Aspergillus; Aspergillosis; Aspergillus fumigatus; Computed tomography; Airway; Pathology; Microbiology; Immunology; Radiology; Surgery; Biology","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":[0.0002769755,0.0001006795,0.0003223208,0.0002110491,0.00006030341,0.00001178844,0.0001161494,0.00007336764,0.00001807953],"category_scores_gemma":[0.00003061003,0.00005943459,0.0007078835,0.0006070042,0.0001295405,0.0000980016,0.00002897947,0.00029742,0.000001371154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005470063,"about_ca_system_score_gemma":0.0001484949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002087824,"about_ca_topic_score_gemma":0.00001824669,"domain_scores_codex":[0.9988071,0.00005260094,0.0004999634,0.00009299826,0.0004244276,0.000122911],"domain_scores_gemma":[0.9988178,0.00003538831,0.0003999673,0.0002468053,0.0004121899,0.00008784964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004471427,0.0008762788,0.9630822,0.0001656975,0.0003892575,0.00005218435,0.0003545855,0.0003878698,0.009168285,0.0003800604,0.001167353,0.02352909],"study_design_scores_gemma":[0.001407363,0.0006464208,0.9912215,0.000377352,0.0001327452,0.0002535256,0.0000118623,0.0000191645,0.003826032,0.0004234592,0.001623966,0.00005656845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816004,0.0003243014,0.01585679,0.0006287175,0.0006470115,0.0001039331,0.000001516715,0.0000117075,0.0008256307],"genre_scores_gemma":[0.9960195,0.00005560807,0.003419982,0.0002219914,0.0002554106,3.924993e-7,4.761424e-7,0.000007652989,0.0000190264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02813935,"threshold_uncertainty_score":0.2423672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242021749206727,"score_gpt":0.2509862327704859,"score_spread":0.2385660152784187,"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."}}