{"id":"W4396760404","doi":"10.1183/23120541.01010-2023","title":"Pulmonary perfusion defects or residual vascular obstruction and persistent symptoms after pulmonary embolism: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"ERJ Open Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Principia Biopharma; HORIZON EUROPE Framework Programme; Grifols; Swedish Orphan Biovitrum; LEO Pharma; Trombosestichting Nederland; Universiteit van Amsterdam; Leids Universitair Medisch Centrum; Universiteit Leiden; Argenx; Sanofi; Nippon Shinyaku; Bristol-Myers Squibb; AstraZeneca; Daiichi-Sankyo; Amgen; Pfizer","keywords":"Medicine; Pulmonary embolism; Perfusion; Cardiology; Perfusion scanning; Meta-analysis; Internal medicine; Radiology; Residual","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006296488,0.0008448464,0.01180957,0.001463397,0.0003721602,0.0007277316,0.0006942753,0.0003891503,0.001425283],"category_scores_gemma":[0.0003953431,0.0004660893,0.002942847,0.002453076,0.0002327229,0.0002390546,0.002983312,0.001198781,0.0002461812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213399,"about_ca_system_score_gemma":0.0003662001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003283038,"about_ca_topic_score_gemma":0.00003883044,"domain_scores_codex":[0.9917928,0.002351944,0.001440751,0.001824926,0.001801824,0.0007877701],"domain_scores_gemma":[0.9966083,0.0004325123,0.0002985397,0.001799231,0.0003554729,0.0005059022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002627662,0.0002375356,0.000001582161,0.8573506,0.1268223,0.001661196,0.0001102677,1.467942e-7,1.403225e-7,0.0000807878,0.001576114,0.012133],"study_design_scores_gemma":[0.0001044238,0.0002468076,0.00003616587,0.107484,0.7908437,0.0009587413,0.0001959587,0.00001932937,6.858413e-8,0.00001646503,0.09968901,0.0004054074],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004023025,0.9781499,8.470969e-7,0.0007708373,0.00007028756,0.01856674,0.00008257494,0.00004424511,0.002274362],"genre_scores_gemma":[0.0002235746,0.976264,0.00007784605,0.0002825838,0.0001138603,0.009752404,0.0002290467,0.0001399298,0.01291678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7498667,"threshold_uncertainty_score":0.9997791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1792502266086724,"score_gpt":0.4348669397657204,"score_spread":0.2556167131570479,"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."}}