{"id":"W4417157035","doi":"10.1002/ccd.70412","title":"Mechanical Thrombectomy Versus Conventional Anticoagulants Alone in Treatment of Pulmonary Embolism: A Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary embolism; Thrombolysis; Thrombus; Inclusion and exclusion criteria; Anticoagulant therapy; Mortality rate; Anticoagulant; Atrial fibrillation; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003254443,0.0001528712,0.002263902,0.0003332377,0.00004486166,0.000017038,0.00004513723,0.00005063016,0.0001020748],"category_scores_gemma":[0.00003992651,0.0001206729,0.00244686,0.0004986965,0.00005293779,0.00005068842,0.00004768831,0.00003383553,0.000001643092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003375655,"about_ca_system_score_gemma":0.00001768464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007484783,"about_ca_topic_score_gemma":0.00002043555,"domain_scores_codex":[0.9987028,0.0001885356,0.0005410052,0.0002878434,0.0001678371,0.000112027],"domain_scores_gemma":[0.9993615,0.00003545052,0.00009315546,0.0003764404,0.00008128105,0.00005220663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00005518914,0.002849213,0.0007212695,0.2143517,0.7710276,0.00003818953,0.0001604121,0.0000435789,0.0001321846,0.01020985,0.000030545,0.0003802063],"study_design_scores_gemma":[0.001866253,0.0001971449,0.01622012,0.004655118,0.9761407,0.00001782421,0.0001401701,0.0003581322,0.0001234137,0.00007977727,0.00007042653,0.0001309643],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07472902,0.8828692,0.03234065,0.001990058,0.0002396252,0.006547981,0.0001306252,0.0000839237,0.001068902],"genre_scores_gemma":[0.9611724,0.03783133,0.0001026116,0.0001013711,0.000005279264,0.000430227,0.0001126365,0.00000876027,0.0002353885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8864434,"threshold_uncertainty_score":0.49209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692800167422863,"score_gpt":0.3351198106672202,"score_spread":0.2781918089929916,"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."}}