{"id":"W4384626061","doi":"10.1093/icvts/ivad117","title":"Mid-term clinical and echocardiographic results of the INSPIRIS RESILIA aortic valve: a retrospective comparison to the Magna Ease","year":2023,"lang":"en","type":"article","venue":"Interdisciplinary CardioVascular and Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; Edwards Lifesciences","keywords":"Medicine; Propensity score matching; Aortic valve; Internal medicine; Retrospective cohort study; Cardiology; Stroke (engine); Stent; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002645105,0.000315117,0.001342806,0.0003074802,0.000331543,0.00005000548,0.0001492899,0.0001399492,0.000003940935],"category_scores_gemma":[0.0005275964,0.0001875533,0.007558564,0.001272008,0.000463083,0.00007705192,0.0009478139,0.0003416302,0.00002070639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004458519,"about_ca_system_score_gemma":0.00009592256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005463886,"about_ca_topic_score_gemma":0.000006997056,"domain_scores_codex":[0.9966555,0.0006668782,0.0008304195,0.0007420031,0.0007220764,0.0003831127],"domain_scores_gemma":[0.9972845,0.0005708288,0.0001562419,0.001483251,0.0001786579,0.0003264684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001338586,0.0001415728,0.933777,0.0001540215,0.007835161,0.0001070001,0.0006148348,0.000042741,0.000009248848,0.00000251186,0.004088796,0.05188856],"study_design_scores_gemma":[0.0007941127,0.000164268,0.9925877,0.0004572146,0.00422448,0.00007207483,0.0007342721,0.00007341369,0.00009482019,0.0001662659,0.0004382777,0.0001930414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882299,0.008188125,0.00003272765,0.0009733317,0.0009379623,0.0008755997,0.0001957617,0.0000832796,0.000483301],"genre_scores_gemma":[0.998143,0.001183521,0.00001249527,0.00009633681,0.0002908168,0.00008717454,0.00005209073,0.00004173365,0.00009287555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0588108,"threshold_uncertainty_score":0.7648202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724519384037559,"score_gpt":0.3943469089875249,"score_spread":0.3571017151471493,"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."}}