{"id":"W4221166951","doi":"10.25270/jic/21.00192","title":"Unplanned Hospital Readmissions After Transcatheter Aortic Valve Replacement in the Era of New-Generation Devices","year":2022,"lang":"en","type":"article","venue":"The Journal of invasive cardiology/The journal of invasive cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Hazard ratio; Interquartile range; Valve replacement; Confidence interval; Internal medicine; Cardiology; Population; Incidence (geometry); Surgery; 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":[0.001047904,0.000194432,0.0002554671,0.0003893857,0.0002126782,0.0005004043,0.0003236296,0.0003081984,0.000923639],"category_scores_gemma":[0.00496995,0.0001457092,0.0005156698,0.0004040523,0.000138413,0.0005722885,0.0004824038,0.0006691811,0.00008660529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268102,"about_ca_system_score_gemma":0.0002960813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796282,"about_ca_topic_score_gemma":0.003050743,"domain_scores_codex":[0.9992635,0.0002317528,0.0001025419,0.0001164184,0.0001567215,0.000129036],"domain_scores_gemma":[0.9950675,0.001044482,0.002949247,0.0001607457,0.0002978217,0.0004801432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001610946,0.00003109419,0.9968607,0.00002222354,0.00007045681,0.0000886714,0.000051602,0.0001017733,0.00006392667,0.00002123969,0.0001164962,0.002410859],"study_design_scores_gemma":[0.00001027801,0.0001239876,0.9987042,0.00002385447,0.00002435582,0.0003001367,0.0001221734,0.0004962151,0.00005260733,0.00003467965,0.0001033219,0.000004105349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987592,0.0007032721,0.00007758784,0.00008804633,0.00001234808,0.000003669566,0.0001556108,0.000003665862,0.0001966205],"genre_scores_gemma":[0.9995757,0.0001486695,0.00003274509,0.00001979419,0.00001764241,0.000002248764,0.0001652283,7.427852e-7,0.00003727387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001796282,"threshold_uncertainty_score":0.005541921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106590843047508,"score_gpt":0.29295045411219,"score_spread":0.2718845456817149,"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."}}