{"id":"W3100450670","doi":"10.1002/ehf2.12961","title":"Aortic Valve Replacement: Validation of the Toronto Aortic Stenosis Quality of Life Questionnaire","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Edwards Lifesciences","keywords":"Medicine; Stenosis; Aortic valve replacement; Cardiology; Internal medicine; Aortic valve stenosis; Quality of life (healthcare); Aortic valve; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000154588,0.0001237498,0.0003908805,0.00001235834,0.00005109981,0.000007307811,0.00005814803,0.00006068462,0.0002607665],"category_scores_gemma":[0.0004924034,0.00008922072,0.0009149261,0.0001440692,0.00005059352,0.00008338029,0.00004884271,0.00007053885,0.00001649055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008636415,"about_ca_system_score_gemma":0.0001672893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009318513,"about_ca_topic_score_gemma":0.0000159824,"domain_scores_codex":[0.9985999,0.0001541685,0.0004569386,0.0002197804,0.0004308785,0.0001382741],"domain_scores_gemma":[0.9989955,0.00003738868,0.0001800138,0.0004160118,0.0001664373,0.0002045845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002095706,0.0002164302,0.9929331,0.0004045436,0.0005334064,1.327054e-7,0.0005100399,0.00001198496,0.001968025,0.0001111675,0.002877016,0.0002245891],"study_design_scores_gemma":[0.001246242,0.0002452186,0.9927819,0.0001762437,0.0006249736,3.837233e-7,0.0004623013,0.00003561524,0.003951809,0.00002359307,0.0003741317,0.00007762002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919715,0.0005556173,0.00003322721,0.006581239,0.0001009477,0.0005338302,0.00004400988,0.00003153772,0.0001480792],"genre_scores_gemma":[0.9989231,0.00001765366,0.0001539387,0.0007024801,0.00009283027,0.00002270732,0.000029727,0.00001493794,0.00004261547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006951598,"threshold_uncertainty_score":0.3638315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318140065793843,"score_gpt":0.3330059192255356,"score_spread":0.3098245185675971,"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."}}