{"id":"W3029506177","doi":"10.1183/13993003.01422-2020","title":"External radiofrequency as a novel extracorporeal therapy for emphysema","year":2020,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Mitacs","keywords":"Medicine; Percutaneous; Extracorporeal; Pulmonary fibrosis; Lung; Radio frequency; Cardiology; Internal medicine; Radiology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005335623,0.0003560603,0.0003631834,0.00033337,0.0008384199,0.000794663,0.0004829982,0.009913814,0.004479188],"category_scores_gemma":[0.001867074,0.0001391805,0.0004643717,0.0002424339,0.0009797823,0.001076172,0.000391736,0.005620098,0.004429471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148676,"about_ca_system_score_gemma":0.0005187804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005669746,"about_ca_topic_score_gemma":0.001504767,"domain_scores_codex":[0.999639,0.0001099935,0.0000362727,0.00004331445,0.0001299329,0.00004152104],"domain_scores_gemma":[0.9995585,0.0002665824,0.00003525356,0.00001956397,0.00006105262,0.00005900027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0003274921,0.0002086392,0.001607525,0.000340469,0.00003111187,0.03994717,0.0001503523,0.0001667585,0.00543505,0.0103264,0.8497218,0.09173729],"study_design_scores_gemma":[0.000325535,0.0003005336,0.00176972,0.0002951773,0.00003055624,0.06029179,0.0001155057,0.000565382,0.001937361,0.007801601,0.9265263,0.00004038381],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008729869,0.0313958,0.001565108,0.8730928,0.03596917,0.00008107473,0.0001060668,0.0001770963,0.04888307],"genre_scores_gemma":[0.05485235,0.0235779,0.002312295,0.7684848,0.08752257,0.0001842924,0.0001312939,0.00007152668,0.06286301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009913814,"threshold_uncertainty_score":0.01498443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0633954500674503,"score_gpt":0.3214872598741724,"score_spread":0.2580918098067221,"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."}}