{"id":"W3093127997","doi":"10.1016/j.jcin.2020.08.006","title":"Early Experience With a Novel Transfemoral Mitral Valve Implantation System in Complex Degenerative Mitral Regurgitation","year":2020,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Fundación Alfonso Martín Escudero","keywords":"Medicine; Mitral regurgitation; Mitral valve; Ventricular outflow tract obstruction; Hemodynamics; Ventricular outflow tract; Cardiology; Surgery; Computed tomographic angiography; Mitral valve replacement; Internal medicine; Angiography; Prosthesis; Radiology","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_broad"],"consensus_categories":[],"category_scores_codex":[0.0001114626,0.0002384002,0.0006005135,0.0001271277,0.00009564491,0.00006459629,0.00007780658,0.00006782841,0.00003376322],"category_scores_gemma":[0.00002264074,0.0002107121,0.01187058,0.0004064652,0.00006299835,0.0002352283,0.00001823416,0.0001443744,0.0000243197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980623,"about_ca_system_score_gemma":0.00006221374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004092392,"about_ca_topic_score_gemma":0.00003979836,"domain_scores_codex":[0.9982415,0.0001160597,0.0004252113,0.000472799,0.0004648828,0.0002795103],"domain_scores_gemma":[0.9992059,0.00001620161,0.00006802727,0.0003002087,0.0001742851,0.0002353832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00519163,0.00307435,0.8080766,0.00474543,0.1159218,0.001581826,0.0310403,0.008492876,0.003336963,0.003556904,0.0007354748,0.0142458],"study_design_scores_gemma":[0.008123362,0.0005761592,0.980342,0.0005677298,0.005305505,0.0001750272,0.003855574,0.0003822811,0.0002995016,0.000003434814,0.000123288,0.0002461081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669215,0.001893869,0.0289704,0.0001463446,0.000100201,0.001101781,0.0002926247,0.0001031027,0.0004701601],"genre_scores_gemma":[0.9976082,0.0000122573,0.001217117,0.00008778398,0.0001236804,0.0003286549,0.000561943,0.00003454533,0.00002577979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1722654,"threshold_uncertainty_score":0.9980253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06377886280393898,"score_gpt":0.3375589514439625,"score_spread":0.2737800886400236,"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."}}