{"id":"W4416933299","doi":"10.21037/acs-2025-mac-0166","title":"Early and late outcomes of mitral valve surgery in the setting of mitral annular calcification: a systematic review with narrative synthesis","year":2025,"lang":"en","type":"review","venue":"Annals of Cardiothoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Narrative review; Presentation (obstetrics); Mitral valve; Intervention (counseling); Mitral valve repair; MEDLINE","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":[0.003400499,0.000543094,0.01020593,0.0005803793,0.00004111402,0.00001606348,0.0001418126,0.0001949957,0.000005784235],"category_scores_gemma":[0.002663073,0.0003159186,0.0137853,0.001101766,0.0001609221,0.00009916758,0.00003688509,0.0002161349,8.879222e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003103003,"about_ca_system_score_gemma":0.0007197295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008924463,"about_ca_topic_score_gemma":0.000001072238,"domain_scores_codex":[0.9945241,0.001811206,0.002153392,0.0004398214,0.000742133,0.0003293052],"domain_scores_gemma":[0.9872553,0.009408494,0.001749657,0.0009760176,0.0005033715,0.0001071522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004933392,0.0001388199,0.09610505,0.8566949,0.01753544,0.00005904279,0.0003061921,3.187239e-7,4.209579e-8,0.000004010763,0.0002006776,0.02890618],"study_design_scores_gemma":[0.00008067279,0.00003632332,0.1304366,0.8250156,0.04345975,0.00004942384,0.0002846277,1.831842e-7,0.00000512376,0.000004409702,0.0003490772,0.0002782367],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0167325,0.9799948,0.000001983747,0.0001694159,0.00007657246,0.00254642,0.000364415,0.00001193879,0.0001019267],"genre_scores_gemma":[0.08583597,0.9133236,0.0000166963,0.0001011094,0.00002558824,0.0005319608,0.00009762255,0.0000384715,0.00002901096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06910347,"threshold_uncertainty_score":0.9999293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06529457517096773,"score_gpt":0.4174789817357003,"score_spread":0.3521844065647326,"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."}}