{"id":"W2333267067","doi":"10.1155/2005/676878","title":"Invasive Aspergillosis in Patients with Chronic Obstructive Pulmonary Diseases","year":2005,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; Montreal Clinical Research Institute; Montreal Heart Institute","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Medicine; Antibiotics; Intensive care unit; Aspergillosis; Internal medicine; Intensive care medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001088275,0.0001604018,0.0002530847,0.0003222793,0.0001787251,0.0000307155,0.000109673,0.00008444006,0.0005791885],"category_scores_gemma":[0.0001520177,0.0001283714,0.00008080063,0.0002399335,0.0001352524,0.000263628,0.000009667949,0.0004358002,0.00004173855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485728,"about_ca_system_score_gemma":0.003673493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009841775,"about_ca_topic_score_gemma":0.1714217,"domain_scores_codex":[0.9986553,0.00006432059,0.0002768817,0.0002378405,0.000309206,0.0004564401],"domain_scores_gemma":[0.9983864,0.00003228908,0.00008610581,0.0002317815,0.0002257844,0.001037591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000253311,0.00007356911,0.9839811,0.00002183061,0.00003591978,0.0004901967,0.00005273115,0.00002243069,0.00005465644,0.00002614727,0.0005158954,0.01447223],"study_design_scores_gemma":[0.001279325,0.0003040562,0.9890662,0.0001829576,0.00003972473,0.00002437878,0.0001037389,0.000004247154,0.0000707624,0.00003113596,0.008744039,0.000149381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995725,0.001624653,0.000002454129,0.0003254149,0.00006837478,0.0002376107,0.00004423388,0.000008464506,0.0019638],"genre_scores_gemma":[0.9977503,0.00002700261,0.00004758584,0.001632246,0.0003566904,0.00000616697,0.000009025163,0.00002216487,0.0001487634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704376,"threshold_uncertainty_score":0.8436977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070584650140684,"score_gpt":0.2282902308024716,"score_spread":0.2175843843010647,"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."}}