{"id":"W4308989353","doi":"10.1016/j.shj.2022.100118","title":"Impact of Paravalvular Leak on Outcomes After Transcatheter Aortic Valve Implantation: Meta-Analysis of Kaplan-Meier-derived Individual Patient Data","year":2022,"lang":"en","type":"article","venue":"Structural Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Thoracic Surgery Foundation; Society of Thoracic Surgeons; Reuter Foundation; Siragusa Foundation","keywords":"Medicine; Internal medicine; Hazard ratio; Confidence interval; Cardiology; Mortality rate; Risk of mortality; Survival analysis; Survival rate; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008945891,0.0002251017,0.001198124,0.0002500587,0.00006675075,0.000008980032,0.0001290171,0.00003215741,0.002709378],"category_scores_gemma":[0.00001329525,0.0001457744,0.007079123,0.0003437697,0.00004909357,0.00007065607,0.00009649849,0.0001160258,0.000003438708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005541805,"about_ca_system_score_gemma":0.00006894788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004454198,"about_ca_topic_score_gemma":0.00001146926,"domain_scores_codex":[0.9981397,0.0001337113,0.0004470497,0.000361413,0.0007008126,0.0002172959],"domain_scores_gemma":[0.9987501,0.00008581812,0.0001592951,0.000821165,0.00005843614,0.0001252119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006966264,0.0001451518,0.6763669,0.00002516835,0.3209902,0.000006035079,0.0006192701,0.0004398366,0.0001470534,0.000003901313,0.00007268696,0.0004871308],"study_design_scores_gemma":[0.0006687313,0.0006537715,0.7666847,0.000001741823,0.2316227,0.00001131291,0.000102702,0.00004967737,0.00008100311,0.00002138718,0.00000923743,0.00009302057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841162,0.0008505197,0.000001429741,0.00007680115,0.00007870483,0.0004145784,0.01442908,0.00001219298,0.00002052484],"genre_scores_gemma":[0.9962026,0.000003758463,0.00007695346,0.0001779104,0.00001174025,0.00004978222,0.003445401,0.00001694581,0.00001483564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09031778,"threshold_uncertainty_score":0.9982023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06894227534064,"score_gpt":0.4002168419785604,"score_spread":0.3312745666379204,"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."}}