{"id":"W2176228038","doi":"10.1016/j.iccl.2015.08.010","title":"Transcatheter Mitral Valve Replacement","year":2015,"lang":"en","type":"review","venue":"Interventional Cardiology Clinics","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Mitral valve; Mitral valve replacement; Cardiology; Internal medicine; Valve replacement; Mitral valve annuloplasty; Population; Mitral valve repair; 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"],"consensus_categories":[],"category_scores_codex":[0.0007149863,0.0005185323,0.00333588,0.0001832104,0.0000426046,0.00001596186,0.0001680622,0.0006164151,0.0002694961],"category_scores_gemma":[0.0001151645,0.0004021861,0.08968703,0.0001159131,0.0001312272,0.00003241928,0.00009416314,0.0005466077,0.0007566363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003699666,"about_ca_system_score_gemma":0.0005701342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000334599,"about_ca_topic_score_gemma":3.270845e-7,"domain_scores_codex":[0.9968717,0.0004178454,0.001242833,0.0007172024,0.0003826637,0.0003677459],"domain_scores_gemma":[0.9981663,0.0001909362,0.0003703846,0.000684149,0.0002590216,0.0003291838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000412681,0.0008249371,0.01157531,0.01030579,0.1251934,0.0001682284,0.00001389399,0.000001530868,2.962655e-9,0.0002674007,0.01891937,0.8323175],"study_design_scores_gemma":[0.00155755,0.001121961,0.002237865,0.004773907,0.05136396,0.0005645815,0.000006839176,3.914957e-7,5.331514e-9,0.0002622817,0.9378285,0.0002821074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008226122,0.9925585,0.00006611041,0.00002553722,0.002030029,0.001071115,0.00102079,0.00006539244,0.003080293],"genre_scores_gemma":[0.0006077799,0.9911817,0.00009163065,0.0001060429,0.001098314,0.000359085,0.004212507,0.00008319949,0.00225978],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9189092,"threshold_uncertainty_score":0.999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248982804178632,"score_gpt":0.4927517224572342,"score_spread":0.367853442039371,"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."}}