{"id":"W1489391104","doi":"10.1002/ccd.22961","title":"Transcatheter aortic valve implantation","year":2011,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Stenosis; Stroke (engine); Internal medicine; Mortality rate; Cardiology; Surgery; Aortic valve; Aortic valve stenosis","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":[0.00008913083,0.0001160058,0.000231916,0.00009538472,0.00007640189,0.00002032559,0.00002793464,0.00004672951,0.0002519853],"category_scores_gemma":[0.0000104581,0.0001036357,0.008567221,0.00009760021,0.00004159087,0.00008858656,0.00001436738,0.00004393339,0.00003841805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001722961,"about_ca_system_score_gemma":0.00001291906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000225713,"about_ca_topic_score_gemma":4.220548e-7,"domain_scores_codex":[0.9992627,0.00004777261,0.0002004048,0.0002250284,0.0001401361,0.0001239552],"domain_scores_gemma":[0.9994914,0.000004075757,0.0000315127,0.0002809917,0.00007004365,0.0001220002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004863531,0.003631375,0.499129,0.002054205,0.09823317,0.00005031062,0.008070419,0.0000172638,0.001755671,0.004762162,0.0002127677,0.3815973],"study_design_scores_gemma":[0.00172395,0.0002600704,0.9858092,0.000195425,0.01023722,0.0001241602,0.0002676947,0.00002931279,0.0004411072,0.0002658085,0.0004660971,0.0001799308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534245,0.004685604,0.03646568,0.00001775595,0.000221811,0.000520595,0.00005683164,0.0001066316,0.004500653],"genre_scores_gemma":[0.9988444,0.0003702705,0.0002408311,0.00006647454,0.00003491775,0.00008014472,0.0001854113,0.0000206026,0.0001568769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4866803,"threshold_uncertainty_score":0.8640271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04124787964094387,"score_gpt":0.3158379271897533,"score_spread":0.2745900475488094,"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."}}