{"id":"W4389564260","doi":"10.2217/fca-2023-0050","title":"Long-Term Prognosis in Patients Undergoing Redo-Isolated Aortic Valve Replacement","year":2023,"lang":"en","type":"article","venue":"Future Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Aortic valve replacement; Cardiology; Internal medicine; Term (time); Aortic valve; 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":[0.0004573926,0.0001790339,0.0003410264,0.0003877455,0.0003454092,0.0005060509,0.0002060284,0.0004894597,0.001162152],"category_scores_gemma":[0.00173718,0.0001376661,0.0003718022,0.0003601292,0.0003115911,0.0004222642,0.0003526428,0.0005656934,0.0001641391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233316,"about_ca_system_score_gemma":0.0002281514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007722497,"about_ca_topic_score_gemma":0.001157248,"domain_scores_codex":[0.9997705,0.00004544538,0.00002925802,0.00005713287,0.0000346536,0.00006304787],"domain_scores_gemma":[0.9986286,0.0002491941,0.0006316066,0.00005480639,0.00007263215,0.0003631601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002773746,0.00003690217,0.9986266,0.000007024254,0.0000396434,0.0001518096,0.00003023038,0.00003813592,0.0001251595,0.00001045501,0.00002935494,0.0006273497],"study_design_scores_gemma":[0.00001515119,0.0003432687,0.998594,0.000006336516,0.00003142464,0.0006440867,0.0001213847,0.0001182162,0.00003733227,0.00002687097,0.00005759763,0.00000427998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995465,0.0001980476,0.00002397829,0.00001910456,0.000006885302,0.000002310878,0.00006979714,5.433646e-7,0.0001328627],"genre_scores_gemma":[0.9996604,0.00007704843,0.00001868096,0.00001462847,0.00001530218,0.000002988418,0.0001684869,3.960557e-7,0.00004211889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001162152,"threshold_uncertainty_score":0.003887773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138760818548498,"score_gpt":0.3039427075537665,"score_spread":0.2925550993682815,"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."}}