{"id":"W4403614485","doi":"10.21037/cdt-24-157","title":"The efficacy, safety, and related factors of bronchial artery embolization for hemoptysis: a systematic review and meta-analysis with subgroup analysis","year":2024,"lang":"en","type":"review","venue":"Cardiovascular Diagnosis and Therapy","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zhejiang Chinese Medical University","keywords":"Medicine; Meta-analysis; Bronchial artery; Subgroup analysis; Embolization; Systematic review; Pooled analysis; Internal medicine; Intensive care medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01625698,0.003374272,0.02422317,0.008017377,0.0008024272,0.003693132,0.002230082,0.002817603,0.00356502],"category_scores_gemma":[0.03724468,0.001521106,0.06438198,0.007598789,0.0007738888,0.002204314,0.001801439,0.002221024,0.0003040446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002748728,"about_ca_system_score_gemma":0.003621267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005182117,"about_ca_topic_score_gemma":0.01133147,"domain_scores_codex":[0.9874927,0.005502378,0.004332926,0.0011151,0.001111706,0.0004450984],"domain_scores_gemma":[0.9788142,0.01555001,0.003258787,0.0007152253,0.00141412,0.0002477067],"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":[0.00301495,0.00003305831,0.003404473,0.2656315,0.7204698,0.0001141979,0.00007689382,0.0003731061,0.0002029324,0.00008366677,0.0003294818,0.006265916],"study_design_scores_gemma":[0.000719229,0.0001593879,0.001902747,0.007123414,0.9892014,0.00004716369,0.00002777226,0.0001412632,0.0000727028,0.0001104923,0.0004788465,0.00001548159],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01342096,0.9821765,0.001250225,0.0002659669,0.0002917064,0.001179997,0.0009806545,0.0000444508,0.0003894873],"genre_scores_gemma":[0.3402684,0.64331,0.005531147,0.001388491,0.0006265994,0.006259284,0.001806184,0.00006897456,0.0007409116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02422317,"threshold_uncertainty_score":0.08597612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04451212778166082,"score_gpt":0.3081566234267586,"score_spread":0.2636444956450978,"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."}}