{"id":"W2758141832","doi":"10.1016/j.cjca.2017.07.461","title":"IMPLEMENTATION OF THE ESSENTIAL FRAILTY TOOLSET: IMPROVING TREATMENT DECISION FOR TRANSCATHETER AORTIC VALVE IMPLANTATION","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; St. Boniface Hospital; St. Paul's Hospital","funders":"","keywords":"Medicine; Guideline; Stenosis; Aortic valve replacement; valvular heart disease; Aortic valve stenosis; Informed consent; Multidisciplinary approach; Institutional review board; Champion; Intensive care medicine; Internal medicine; Surgery; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006194772,0.0006433023,0.001015136,0.001492088,0.00073754,0.002398003,0.001072986,0.001161044,0.005654434],"category_scores_gemma":[0.04543127,0.0002919123,0.001107164,0.0007614989,0.0002302006,0.001812145,0.001936353,0.002671415,0.001197572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009708419,"about_ca_system_score_gemma":0.004791352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005434466,"about_ca_topic_score_gemma":0.01323524,"domain_scores_codex":[0.9961038,0.00203534,0.0006149678,0.000271694,0.0006728359,0.0003014022],"domain_scores_gemma":[0.9833998,0.008972368,0.001990496,0.0005937665,0.002465823,0.0025778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002596999,0.002412034,0.2572904,0.0004224947,0.0004288146,0.0005346627,0.0008549078,0.004178043,0.0004982257,0.00201959,0.06652509,0.6622387],"study_design_scores_gemma":[0.004186059,0.006364139,0.705974,0.005961787,0.002602461,0.001889634,0.00299766,0.1105409,0.004388645,0.04420723,0.1101536,0.000733703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7149001,0.009240683,0.05552154,0.1214122,0.003063887,0.002352074,0.006535719,0.004212873,0.08276078],"genre_scores_gemma":[0.8900705,0.002129465,0.09344521,0.007464521,0.001131814,0.0009708968,0.002103766,0.0001991254,0.002484729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006194772,"threshold_uncertainty_score":0.03276145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566825348689995,"score_gpt":0.365286578605079,"score_spread":0.3396183251181791,"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."}}