{"id":"W2555196479","doi":"10.1111/resp.12942","title":"Lesion heterogeneity and risk of infectious complications following peripheral endobronchial ultrasound","year":2016,"lang":"en","type":"article","venue":"Respirology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université du Québec; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Endobronchial ultrasound; Lesion; Radiology; Peripheral; Coronavirus disease 2019 (COVID-19); Bronchoscopy; Pathology; Internal medicine; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201858,0.0002181828,0.0003169928,0.001350332,0.0003062554,0.0007134631,0.0003065957,0.0003824253,0.001529439],"category_scores_gemma":[0.009391627,0.0001915436,0.0002390032,0.0008542316,0.0004058482,0.0005764312,0.0006023162,0.0003780559,0.0001564301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026097,"about_ca_system_score_gemma":0.0002888726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008373237,"about_ca_topic_score_gemma":0.001043795,"domain_scores_codex":[0.9987308,0.0003683313,0.0002059788,0.000183612,0.0003433223,0.000167919],"domain_scores_gemma":[0.9885107,0.003047543,0.00700569,0.0003623094,0.0005262976,0.0005473882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006415478,0.00001126846,0.997755,0.00001042673,0.00001327246,0.0003525675,0.00003419856,0.00003420013,0.0002469876,0.000005869445,0.0000185049,0.001453446],"study_design_scores_gemma":[0.000003457614,0.0001237663,0.994523,0.00001662725,0.00001750818,0.00449092,0.0002028136,0.0002395974,0.000291616,0.00001915504,0.0000670743,0.000004341755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990231,0.0005011915,0.0002046356,0.0000253729,0.000001753468,0.000009716714,0.00003662527,0.00000430685,0.0001933313],"genre_scores_gemma":[0.9997149,0.0001010136,0.000100936,0.000006574242,0.0000064447,0.000003052508,0.00004268334,0.000001147886,0.00002320824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001529439,"threshold_uncertainty_score":0.006356061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695798951559306,"score_gpt":0.2880698168402882,"score_spread":0.2711118273246951,"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."}}