{"id":"W3036058831","doi":"10.1186/s12872-020-01572-4","title":"Restricted mean survival time of older adults with severe aortic stenosis referred for transcatheter aortic valve replacement","year":2020,"lang":"en","type":"article","venue":"BMC Cardiovascular Disorders","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Harvard University","keywords":"Medicine; Angiology; Cardiology; Cardiac surgery; Stenosis; Internal medicine; Aortic valve stenosis; Valve replacement; Aortic valve replacement; Aortic valve","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001127051,0.0001948951,0.0003110817,0.0006623211,0.0002490095,0.0004847858,0.0003319128,0.0003488345,0.00109873],"category_scores_gemma":[0.006313126,0.0001373423,0.0005806711,0.0006548486,0.0001906321,0.0004032487,0.0005085294,0.0006345607,0.0001354119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099048,"about_ca_system_score_gemma":0.0003657547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006442132,"about_ca_topic_score_gemma":0.008219254,"domain_scores_codex":[0.9994357,0.000150211,0.00008450562,0.0001391154,0.00009454671,0.00009580308],"domain_scores_gemma":[0.9952468,0.0008640797,0.002702958,0.0002353111,0.0003544131,0.0005964331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008332902,0.000009394535,0.9988828,0.000008510899,0.00003620139,0.00003620329,0.00003464456,0.0000341624,0.00002899986,0.000007050603,0.00007030015,0.0007684323],"study_design_scores_gemma":[0.000004063605,0.00007616517,0.9994372,0.000009447903,0.00002156139,0.0001391349,0.00005652056,0.0001446061,0.00001345108,0.00001611658,0.00007911989,0.00000270185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987331,0.0004818203,0.00005779798,0.00007218784,0.000009114191,0.000003987494,0.0004553544,0.000002677462,0.0001839673],"genre_scores_gemma":[0.9994164,0.00008721079,0.00003123075,0.00003005239,0.00001116567,0.000004021978,0.0003783312,7.363942e-7,0.00004090806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006442132,"threshold_uncertainty_score":0.01280928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013740074354871,"score_gpt":0.2549891240343094,"score_spread":0.2412490496794384,"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."}}