{"id":"W4391317172","doi":"10.1177/15569845231225672","title":"Ultrasonic Emulsification of Severe Mitral Annular Calcification to Enable Mitral Valve Repair","year":2024,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Calcification; Mitral valve; Cardiology; Mitral valve repair; Internal medicine; Medicine; Ultrasonic sensor; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004467702,0.0002856233,0.000271675,0.0005860989,0.0002485863,0.0004361606,0.0001824541,0.0006330376,0.00159558],"category_scores_gemma":[0.001288101,0.0001310585,0.0003957195,0.0001780803,0.0004668403,0.0005662377,0.0003666567,0.001116533,0.0003175215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028411,"about_ca_system_score_gemma":0.0002446353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001939465,"about_ca_topic_score_gemma":0.0003826396,"domain_scores_codex":[0.9998921,0.00001904131,0.00002064519,0.0000172398,0.00002577393,0.000025199],"domain_scores_gemma":[0.9996974,0.0001243745,0.00005435695,0.00003358878,0.0000239028,0.0000663259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003375843,0.0009065333,0.03876931,0.000621042,0.0001786417,0.1129671,0.0008034229,0.001155316,0.4985226,0.003942277,0.003458975,0.3352989],"study_design_scores_gemma":[0.001089104,0.008488082,0.0972786,0.0007111143,0.0005103422,0.4720565,0.001041639,0.01343621,0.3475966,0.007965805,0.04964605,0.0001799524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785635,0.01812879,0.08582506,0.00344512,0.000964989,0.0001555533,0.00005393072,0.0005869276,0.01227604],"genre_scores_gemma":[0.9759159,0.00212585,0.01899538,0.0008701403,0.0004110267,0.00002051949,0.00003388091,0.00003689861,0.001590478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00159558,"threshold_uncertainty_score":0.005337775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155086892204103,"score_gpt":0.3041782195269454,"score_spread":0.2886695303065351,"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."}}