{"id":"W7029387794","doi":"","title":"Kathetergestützter Aortenklappenersatz (TAVI) unter Pandemiebedingungen: Patientencharakteristika und -outcome der Pandemiekohorte im Vergleich zur regulären Versorgungssituation.","year":2023,"lang":"de","type":"dissertation","venue":"Univ. Duesseldorf: Duesseldorfer Dokumenten- und Publikationsserver","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coronary artery disease; Myocardial ischemia; Coronary angiography; Angina; Myocardial infarction","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_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001753522,0.004040132,0.004241416,0.003062995,0.002345306,0.002016297,0.001974239,0.002864271,0.005267366],"category_scores_gemma":[0.0009696964,0.003947631,0.005423055,0.004104728,0.0005741501,0.002773352,0.0008248689,0.00267446,0.006483754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597396,"about_ca_system_score_gemma":0.001958417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002723982,"about_ca_topic_score_gemma":0.001170522,"domain_scores_codex":[0.9812278,0.001041726,0.005160908,0.004702335,0.004155415,0.003711886],"domain_scores_gemma":[0.9854227,0.0009498792,0.002973187,0.004023626,0.004219782,0.002410802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002597981,0.004166686,0.8754221,0.002654472,0.04610808,0.0006810243,0.005752299,0.0001599542,0.0002802964,0.002413474,0.05655473,0.003208883],"study_design_scores_gemma":[0.0195175,0.001927237,0.7990393,0.004754586,0.07219734,0.00004420191,0.01016267,0.00120443,0.0006476849,0.00144286,0.08191183,0.007150349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192867,0.0340425,0.0005578848,0.003494474,0.02137405,0.008366868,0.004638859,0.002058237,0.006180436],"genre_scores_gemma":[0.8141321,0.007581302,0.0002760828,0.001627667,0.002935092,0.001609599,0.08762939,0.001265138,0.08294365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051546,"threshold_uncertainty_score":0.9996264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03030937337974715,"score_gpt":0.3738932713624391,"score_spread":0.343583897982692,"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."}}