{"id":"W4387009710","doi":"10.1016/j.jcin.2023.06.044","title":"Diagnosis, Classification, and Management Strategies for Mitral Annular Calcification","year":2023,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Mitral valve; Collaboratory; Grading (engineering); Concomitant; Mitral valve replacement; Radiology; Internal medicine; Cardiology; Computer science","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":[0.001610092,0.001176043,0.004159474,0.003696363,0.0002964686,0.001608051,0.001406454,0.00131727,0.002496138],"category_scores_gemma":[0.003972315,0.0004307817,0.002371857,0.002010059,0.0005815973,0.001249853,0.0006764644,0.002078263,0.0006498797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007933367,"about_ca_system_score_gemma":0.001752647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003395075,"about_ca_topic_score_gemma":0.006090342,"domain_scores_codex":[0.9993762,0.0001113152,0.0001848204,0.0001156261,0.0001760774,0.00003600949],"domain_scores_gemma":[0.9980913,0.001211937,0.0003815518,0.00002622586,0.000241625,0.00004728048],"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":[0.0002020747,0.00006206358,0.0008581362,0.05029973,0.0009577635,0.00008113326,0.00004447047,0.0002578678,0.0002890035,0.001308417,0.01206185,0.9335775],"study_design_scores_gemma":[0.001282861,0.0009442116,0.02443544,0.2418531,0.02378516,0.007026692,0.0005931791,0.001974287,0.00124721,0.01356327,0.6829656,0.0003290199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006237199,0.9995889,0.00005586693,0.000138436,0.00005105258,0.00000376434,0.00001236043,0.000002472079,0.00008472338],"genre_scores_gemma":[0.0009512262,0.9982733,0.0003012067,0.0001943166,0.0001756559,0.000007366123,0.00003495863,0.000001105336,0.00006096609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004159474,"threshold_uncertainty_score":0.00851506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1955453567149362,"score_gpt":0.4720006249708981,"score_spread":0.276455268255962,"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."}}