{"id":"W2317576282","doi":"10.1016/s0735-1097(16)30412-0","title":"TRANSCATHETER AORTIC VALVE IMPLANTATION WITH OR WITHOUT PRE-IMPLANTATION BALLOON AORTIC VALVULOPLASTY: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2016,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Aortic valvuloplasty; Balloon; Balloon valvuloplasty; Cardiology; Internal medicine; Aortic valve; Surgery; Aortic valve stenosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005404236,0.002412157,0.01389158,0.003578287,0.0005260201,0.002408656,0.001946134,0.002296505,0.005465567],"category_scores_gemma":[0.01394527,0.001477222,0.02573864,0.004752504,0.000688489,0.001808938,0.001566333,0.002016075,0.0004455642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428051,"about_ca_system_score_gemma":0.0021555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004616224,"about_ca_topic_score_gemma":0.01928898,"domain_scores_codex":[0.9957107,0.001462933,0.001504768,0.0006748268,0.0004211143,0.0002256771],"domain_scores_gemma":[0.9929199,0.004269041,0.001931551,0.000275744,0.0004679562,0.0001358725],"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":[0.002620202,0.00004187175,0.005118586,0.3135218,0.668325,0.0001615075,0.0001130467,0.0002644747,0.0003296623,0.0001068717,0.000619837,0.00877706],"study_design_scores_gemma":[0.0008295751,0.0001672448,0.003732762,0.009993201,0.9836096,0.0000935654,0.00004934925,0.00007589908,0.00005916198,0.0001020215,0.001262765,0.00002487905],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008232507,0.9900604,0.0004279008,0.0001280559,0.0001525372,0.0001573613,0.0005730584,0.00002066459,0.0002474928],"genre_scores_gemma":[0.2738544,0.7199247,0.002416314,0.001588197,0.0003316071,0.0004745729,0.0007860351,0.00004240727,0.0005815852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01389158,"threshold_uncertainty_score":0.02858067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105156471051088,"score_gpt":0.3685668429855699,"score_spread":0.3375152782750589,"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."}}