{"id":"W2219602423","doi":"10.1016/j.jacc.2015.06.1346","title":"Exploring the Role of Transcatheter Aortic Valve Replacement as the Preferred Treatment for Lower-Risk Patients","year":2015,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Stenosis; Valve replacement; Cardiology; Aortic valve replacement; Internal medicine; Aortic valve stenosis; Aortic valve; Surgery","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":[0.001890945,0.0002608606,0.0008404535,0.0004686587,0.002719412,0.002934097,0.0009457614,0.02571915,0.006803812],"category_scores_gemma":[0.02227331,0.0002696123,0.0006880954,0.0005062512,0.002079064,0.002950291,0.0009655177,0.02432278,0.002103802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225393,"about_ca_system_score_gemma":0.004052196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003865034,"about_ca_topic_score_gemma":0.009117354,"domain_scores_codex":[0.9981548,0.0007472957,0.0002311231,0.0001764818,0.0003847853,0.0003054542],"domain_scores_gemma":[0.9916786,0.00480932,0.0006464039,0.0001577487,0.001079676,0.001628248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003568802,0.0002691436,0.01690685,0.0002358893,0.00007697164,0.01350391,0.0009805969,0.0002834891,0.0007781159,0.01506085,0.8787606,0.07278678],"study_design_scores_gemma":[0.0009432696,0.0005076453,0.01840909,0.002906582,0.0002446992,0.0331076,0.005814462,0.002079124,0.001007545,0.1011794,0.8335863,0.0002142428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001617342,0.001024123,0.00004515514,0.9919938,0.002785111,0.000002971053,0.00001672521,0.000003958287,0.002510895],"genre_scores_gemma":[0.0290066,0.002935759,0.0002677505,0.9324585,0.03309827,0.00001545657,0.0000351425,0.000009702363,0.002172869],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02571915,"threshold_uncertainty_score":0.02340192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531813691364523,"score_gpt":0.306977156437227,"score_spread":0.2716590195235818,"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."}}