{"id":"W4306722642","doi":"10.1055/s-0042-1757778","title":"Pacemaker after Sutureless and Rapid-Deployment Prostheses: A Progress Report from the SURD-IR","year":2022,"lang":"en","type":"article","venue":"The Thoracic and Cardiovascular Surgeon","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Cohort; Context (archaeology); Concomitant; Surgery; Incidence (geometry); Aortic valve replacement; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001401765,0.0002531122,0.0005641259,0.00003053501,0.0004578224,0.00007542829,0.00006706017,0.00004671881,0.0001161544],"category_scores_gemma":[0.0000303749,0.0001359075,0.0015396,0.0001793983,0.0002000907,0.0000460921,0.0002933131,0.000245296,0.000004823338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004550892,"about_ca_system_score_gemma":0.00007424878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004268085,"about_ca_topic_score_gemma":0.000004354046,"domain_scores_codex":[0.9976159,0.0005412798,0.0002333204,0.0005015846,0.0008025409,0.000305329],"domain_scores_gemma":[0.9984848,0.0001163631,0.00007231132,0.001118375,0.00006086061,0.0001473069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001728852,0.000239466,0.8035927,0.0000895749,0.01270638,0.004031204,0.001385818,0.00001266722,0.000004469828,0.00002292189,0.001148759,0.1750372],"study_design_scores_gemma":[0.001072666,0.0001152448,0.9073163,0.00007183931,0.006096187,0.00178413,0.002355094,0.00002049514,0.00004166803,0.0001016631,0.08077516,0.0002495037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8212222,0.1761331,0.00001389516,0.0009709556,0.0001866789,0.001131421,0.00008941998,0.00005597175,0.0001963673],"genre_scores_gemma":[0.9961511,0.001883962,0.0000116935,0.0003571593,0.0001886289,0.0009799581,0.00009918846,0.00004735498,0.000280881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.174929,"threshold_uncertainty_score":0.5542146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171719421683963,"score_gpt":0.2858570777061656,"score_spread":0.2741398834893259,"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."}}