{"id":"W2405911682","doi":"10.1016/j.jcin.2016.03.029","title":"Transcatheter Aortic Valve Replacement in Transition","year":2016,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Stenosis; Cardiology; Aortic valve replacement; Medicine; Internal medicine; Valve replacement; Aortic valve 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000424556,0.0005223359,0.001337877,0.0005366407,0.00007075162,0.00004941446,0.0001443103,0.0005806739,0.001060473],"category_scores_gemma":[0.00003001908,0.0004300204,0.07438881,0.0002257937,0.00007092008,0.0001149194,0.00003579802,0.0008105978,0.0004478032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000581165,"about_ca_system_score_gemma":0.00009738908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001360516,"about_ca_topic_score_gemma":0.00000571725,"domain_scores_codex":[0.996472,0.0003231751,0.0008252681,0.0008981782,0.0008743648,0.0006070148],"domain_scores_gemma":[0.9980398,0.00004608876,0.000119785,0.001504512,0.0001474079,0.0001423739],"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":[0.0004473074,0.001518456,0.005484074,0.006943115,0.2177014,0.001128829,0.0004894711,0.00004324871,0.00002039503,0.00002194897,0.71178,0.05442175],"study_design_scores_gemma":[0.01291215,0.0007982509,0.04612319,0.01123336,0.07266129,0.0003392755,0.00008780506,0.00001044088,0.00005544903,0.0003466457,0.8542232,0.001208926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05635944,0.1503209,0.02784942,0.7173724,0.007395151,0.016372,0.004830708,0.001050198,0.01844973],"genre_scores_gemma":[0.7539003,0.003361773,0.000336615,0.2070991,0.01007223,0.004479197,0.008992029,0.0006836654,0.0110751],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6975408,"threshold_uncertainty_score":0.9998527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661874857965367,"score_gpt":0.3255635585579097,"score_spread":0.2989448099782561,"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."}}