{"id":"W2418762787","doi":"10.4244/eijv10sua16","title":"Medtronic transcatheter mitral valve replacement","year":2014,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Cardiology; Mitral valve; Internal medicine; Valve replacement; Cardiac catheterization; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001364939,0.0001034144,0.0001533726,0.00004919694,0.00003246955,0.00001455623,0.00003033568,0.00002296039,0.0005595685],"category_scores_gemma":[0.00001769976,0.0000881709,0.007135561,0.00004394521,0.00001573339,0.00004381072,0.00001148312,0.00005837491,0.0002783084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005650597,"about_ca_system_score_gemma":0.000009232445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001159306,"about_ca_topic_score_gemma":0.000001870208,"domain_scores_codex":[0.999213,0.0000602877,0.0001834632,0.0002117389,0.0001664157,0.0001650735],"domain_scores_gemma":[0.9995631,0.00001017059,0.00004604894,0.0002484017,0.00002952818,0.0001027733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001478496,0.002572607,0.9375471,0.000497619,0.008894973,0.00001294004,0.0002726506,0.0000154548,0.0008909777,0.001954938,0.007113069,0.03874916],"study_design_scores_gemma":[0.00302096,0.001184173,0.9862294,0.0001719605,0.001782947,0.00002496861,0.00001636932,0.0001057952,0.0002265886,0.0002153164,0.006924452,0.00009704728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897465,0.0007540433,0.001738996,0.0003253698,0.0002976062,0.0002793452,0.000008718086,0.00007793611,0.006771461],"genre_scores_gemma":[0.9971284,0.00001131533,0.00008171971,0.0001620026,0.000105273,0.00000681645,0.00007511105,0.00001953699,0.002409783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0486823,"threshold_uncertainty_score":0.7196404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153924714308385,"score_gpt":0.327932444834724,"score_spread":0.3125399734038855,"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."}}