{"id":"W2166329800","doi":"10.2214/ajr.174.1.1740051","title":"Semiinvasive Pulmonary Aspergillosis in Chronic Obstructive Pulmonary Disease","year":2000,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Medicine; Aspergillosis; Parenchyma; Lung; COPD; Pathology; Autopsy; Radiology; Biopsy; Respiratory disease; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001767185,0.0001879165,0.0006715674,0.0002341916,0.00004844441,0.00000504862,0.0001861461,0.00005621475,0.001109234],"category_scores_gemma":[0.0001099156,0.0001580852,0.0002514337,0.0004290499,0.0006736861,0.0001359957,0.00002616446,0.0004839002,0.00004712649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006048236,"about_ca_system_score_gemma":0.0006026502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008803129,"about_ca_topic_score_gemma":0.00003679495,"domain_scores_codex":[0.9982421,0.0001713382,0.0005947311,0.0002798598,0.0002849715,0.0004269684],"domain_scores_gemma":[0.9988076,0.00009745056,0.0002979558,0.0003052229,0.0001555349,0.0003362206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004196939,0.0004094593,0.7431347,0.00004868982,0.00013773,0.006512652,0.0002071005,0.0001868947,0.00756112,0.00003689879,0.00009085716,0.237477],"study_design_scores_gemma":[0.0005487931,0.001183907,0.9929442,0.0001234287,0.0001317032,0.001226811,0.001011645,0.00009184546,0.0002998521,0.000401711,0.001899102,0.0001369565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922047,0.003221715,0.00002093667,0.001666939,0.0000863907,0.000146602,0.00001009383,0.00001132893,0.002631353],"genre_scores_gemma":[0.9959733,0.002431407,0.0002406525,0.0004747383,0.000215656,0.000004730351,0.000006250408,0.00002177618,0.0006314162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2498096,"threshold_uncertainty_score":0.9998039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008903391152943517,"score_gpt":0.2597100631587435,"score_spread":0.2508066720058,"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."}}