{"id":"W2152719493","doi":"10.1093/eurheartj/ehs223","title":"Transcatheter aortic valve implantation: 10-year anniversary. Part II: clinical implications","year":2012,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Stenosis; Aortic valve stenosis; Aortic valve replacement; Leak; Cardiology; Prosthesis; Surgery; Internal medicine; Intensive care medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000508535,0.0001349764,0.0002375323,0.00006445083,0.0003057556,0.00003517566,0.00006101789,0.00003133039,0.001340379],"category_scores_gemma":[0.00004022706,0.0001097535,0.001994647,0.00009173845,0.00005091771,0.0001802716,0.00002777137,0.0002477379,0.001446553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000424701,"about_ca_system_score_gemma":0.00006327657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.314221e-7,"about_ca_topic_score_gemma":5.178333e-8,"domain_scores_codex":[0.9986823,0.0002459484,0.000366706,0.000161607,0.0001992555,0.0003442205],"domain_scores_gemma":[0.9988061,0.00005277844,0.00009235854,0.0002613132,0.0000947995,0.0006927158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107243,0.0005426469,0.9484553,0.000007050523,0.0007160439,0.00001055241,0.000200724,5.922759e-7,0.00003165757,0.00005174123,0.04560576,0.004270658],"study_design_scores_gemma":[0.001666187,0.0003004127,0.8962646,0.00003618868,0.0008920184,0.0008322505,0.00006676992,7.559581e-7,0.000006804287,0.00001508971,0.09982257,0.00009634697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789503,0.0009551685,0.00005757716,0.001754185,0.0006690815,0.0002128079,0.00004389095,0.00005050786,0.01730653],"genre_scores_gemma":[0.9948711,0.0002666255,0.0003397776,0.0007374161,0.002292592,0.000002634006,0.00004818578,0.00003755982,0.001404126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0542168,"threshold_uncertainty_score":0.9995725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08017283736597701,"score_gpt":0.4098050728466833,"score_spread":0.3296322354807063,"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."}}