{"id":"W2955534490","doi":"10.1111/jocs.14146","title":"Left ventricular remodeling after mini‐mitral repair—does the complexity of mitral disease matter?","year":2019,"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":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Ejection fraction; Mitral regurgitation; Cardiology; Internal medicine; Ventricular remodeling; Mitral valve; Mitral valve repair; Surgery; Heart failure","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":[0.0006321454,0.0002008902,0.0009615429,0.00015698,0.00004072392,0.00002215305,0.00007280118,0.0000559899,0.0002923957],"category_scores_gemma":[0.0001061583,0.0001138113,0.01123093,0.0001202467,0.0001289003,0.0001442003,0.00004088693,0.0002019629,0.00003522514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000087431,"about_ca_system_score_gemma":0.0002643731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000186105,"about_ca_topic_score_gemma":1.889184e-7,"domain_scores_codex":[0.9979044,0.0002022829,0.0007117662,0.0001835654,0.0007034872,0.0002944521],"domain_scores_gemma":[0.9981914,0.0002853392,0.0003969484,0.0004795109,0.0003061509,0.0003406421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001469628,0.0001936312,0.9904674,0.0001889687,0.002784001,0.0002628755,0.00005288271,0.00002790958,0.00004586383,0.000006074543,0.004082866,0.0004179477],"study_design_scores_gemma":[0.0004164182,0.00004195441,0.9938527,0.0003665595,0.00308289,0.0001060966,0.0001236347,0.00002910397,0.0001183269,0.0001345488,0.001604949,0.0001228371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869817,0.01003829,0.000005626822,0.0007277194,0.001614489,0.0002691614,0.0001279279,0.00001277969,0.0002223071],"genre_scores_gemma":[0.9985841,0.0002711949,0.00009466781,0.0003256231,0.0005295145,0.000003802676,0.00002045963,0.00002876189,0.0001418709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0116024,"threshold_uncertainty_score":0.9986714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799217634042077,"score_gpt":0.2854727227446055,"score_spread":0.2674805464041847,"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."}}