{"id":"W4389383668","doi":"10.1155/2023/5510950","title":"Minimally Invasive Mitral Valve Repair with Artificial Chordae: Insights from a 6-Year Single-Center Study","year":2023,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Quỹ Đổi mới sáng tạo Vingroup; Tập đoàn Vingroup - Công ty CP","keywords":"Medicine; Mitral valve repair; Perioperative; Single Center; Mitral regurgitation; Surgery; Mitral valve; Retrospective cohort study; Cardiology","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":[0.001790076,0.0003923822,0.000547981,0.000981644,0.0005552957,0.0008817822,0.0004822676,0.0005356582,0.001232539],"category_scores_gemma":[0.002358565,0.0003135937,0.0006901248,0.001105345,0.0003929141,0.001127472,0.0008744149,0.0005692003,0.0003360456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785701,"about_ca_system_score_gemma":0.0004754632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705235,"about_ca_topic_score_gemma":0.002550019,"domain_scores_codex":[0.9989637,0.000283036,0.0001548867,0.0002350455,0.0002076583,0.0001555844],"domain_scores_gemma":[0.9969299,0.0003685688,0.001515955,0.0002910558,0.0002556527,0.0006388713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001951959,0.0001436283,0.9974274,0.00001759402,0.00009359101,0.0002931616,0.0001888857,0.00001940184,0.0002067291,0.00001669695,0.00007949772,0.001318108],"study_design_scores_gemma":[0.00003804631,0.0006387968,0.99701,0.0000184612,0.00005635534,0.001081072,0.0006017463,0.0001314669,0.00004967914,0.00002633663,0.0003367735,0.00001118189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993852,0.0002251056,0.00009227379,0.00003146162,0.000005409424,0.00001256955,0.0001435642,0.000001527315,0.0001028665],"genre_scores_gemma":[0.9989832,0.0002319798,0.0001388955,0.00005469941,0.0000296706,0.00001763908,0.0004632052,0.00000253442,0.00007806867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001790076,"threshold_uncertainty_score":0.009466946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967415351096053,"score_gpt":0.2934828059827062,"score_spread":0.2638086524717457,"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."}}