{"id":"W2811118789","doi":"10.1007/s13239-018-0364-z","title":"Transcatheter Mitral Valve Replacement: Functional Requirements for Device Design, Bench-Top, and Pre-Clinical Evaluation","year":2018,"lang":"en","type":"review","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Neovasc Tiara (Canada)","funders":"","keywords":"Mitral valve replacement; Valve replacement; Mitral regurgitation; Mitral valve; Medicine; Population; Cardiology; Engineering; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00537396,0.001087107,0.002746346,0.001896842,0.0002604525,0.002570113,0.001557359,0.001743968,0.002265298],"category_scores_gemma":[0.005989288,0.0004342679,0.001033943,0.00115072,0.0008216759,0.002175004,0.0008733848,0.002403398,0.001295721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007207192,"about_ca_system_score_gemma":0.003026282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006882823,"about_ca_topic_score_gemma":0.001236371,"domain_scores_codex":[0.9982011,0.000336711,0.0003767832,0.0001779506,0.0008241243,0.00008330536],"domain_scores_gemma":[0.9934511,0.00428671,0.0006700485,0.0001818507,0.00127815,0.0001320496],"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":[0.0001157654,0.0001358045,0.0004176827,0.03342112,0.000101538,0.0001585534,0.00008872723,0.0006973123,0.005271471,0.006795522,0.008184517,0.9446119],"study_design_scores_gemma":[0.00009079157,0.0007973845,0.003547898,0.02673187,0.0006546345,0.002651629,0.00025367,0.001039136,0.005140814,0.007731789,0.9512445,0.0001159471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005723726,0.9953178,0.001421748,0.0008624158,0.0002247458,0.00003631952,0.00006250913,0.00001791603,0.00148431],"genre_scores_gemma":[0.003675858,0.9900102,0.004498726,0.0006847571,0.0004206489,0.00005537238,0.0001692747,0.00001033715,0.000474776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00537396,"threshold_uncertainty_score":0.02842051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08163461070565486,"score_gpt":0.3842249555153279,"score_spread":0.302590344809673,"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."}}