{"id":"W4321330707","doi":"10.1155/2023/9030702","title":"Comparison of Alternative Peripheral and Transfemoral Approaches for Transcatheter Aortic Valve Replacement: A Meta-Analysis of Propensity-Matched Studies","year":2023,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Propensity score matching; Meta-analysis; Internal medicine; Cochrane Library; Femoral artery; Aortic valve replacement; Cardiology; Incidence (geometry); Stroke (engine); Valve replacement; Surgery; Stenosis","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001182682,0.0001923839,0.004425477,0.0004975757,0.00003568668,0.00001000396,0.00003859924,0.00004422794,0.00001315885],"category_scores_gemma":[0.000123933,0.0001280288,0.01853978,0.000490026,0.0001099528,0.00008881059,0.00001382176,0.00008313952,2.124244e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004133471,"about_ca_system_score_gemma":0.00007987011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000990967,"about_ca_topic_score_gemma":8.119495e-7,"domain_scores_codex":[0.9979705,0.0001860455,0.000969197,0.0001886417,0.0005008361,0.0001848438],"domain_scores_gemma":[0.9979826,0.0006888147,0.0005607337,0.0001925552,0.000457487,0.0001178432],"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":[0.001316918,0.0002930005,0.3718244,0.0003752875,0.6211497,0.000002498251,0.003085103,0.0002388252,0.0001787732,0.000007799766,0.0002779503,0.001249705],"study_design_scores_gemma":[0.0008019399,0.0004625154,0.3136011,0.00004997568,0.6783824,0.000005297641,0.003339661,0.0003555029,0.0027572,0.00007069828,0.00004387556,0.0001298842],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980895,0.01788695,0.00008102831,0.000241575,0.0001782516,0.000460542,0.0002200655,0.000006908973,0.00002963642],"genre_scores_gemma":[0.9987968,0.0008677501,0.0001164967,0.00002132562,0.00005923653,0.00004062686,0.00003937143,0.00001927026,0.00003911744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05822334,"threshold_uncertainty_score":0.9912893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2590862956361347,"score_gpt":0.4199948925903493,"score_spread":0.1609085969542146,"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."}}