{"id":"W3022991358","doi":"10.1016/j.xjtc.2020.04.014","title":"Commentary: Leaflet perforation after transcatheter aortic valve replacement: An unsuspected complication with underestimated outcomes","year":2020,"lang":"en","type":"editorial","venue":"JTCVS Techniques","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Leaflet (botany); Valve replacement; Perforation; Complication; Cardiology; Surgery; Aortic valve; Prosthesis; Internal medicine; Dehiscence; Stenosis","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"],"consensus_categories":[],"category_scores_codex":[0.0001085952,0.0005800321,0.0008635222,0.0001748511,0.0001114986,0.0001032852,0.0001410641,0.0004411597,0.0001259678],"category_scores_gemma":[0.00004339066,0.0004493818,0.001017393,0.0002119193,0.00009406825,0.000180987,0.0000391665,0.0005087861,0.00002249402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004759062,"about_ca_system_score_gemma":0.0001688621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000258374,"about_ca_topic_score_gemma":0.00003689954,"domain_scores_codex":[0.9975048,0.0001073057,0.0004781029,0.0007977601,0.000800441,0.0003115327],"domain_scores_gemma":[0.9981906,0.00008937428,0.0002555102,0.0008646352,0.0003342788,0.0002655331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003977038,0.001196828,0.09744365,0.0005043825,0.003693299,0.00001438771,0.0002314188,3.97141e-7,0.0001009405,0.00001557904,0.8911414,0.00168069],"study_design_scores_gemma":[0.01244182,0.01949565,0.389891,0.002669866,0.03200488,0.00001768731,0.0002766835,0.0003141809,0.003026064,0.0006713309,0.5361275,0.003063354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4362437,0.003694875,0.0151171,0.04431357,0.3941552,0.05502523,0.01882664,0.02553358,0.007090082],"genre_scores_gemma":[0.8175213,0.0002400994,0.006076745,0.003119855,0.1164884,0.002712722,0.05323483,0.0003822924,0.0002238122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3812776,"threshold_uncertainty_score":0.9997958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296983109589362,"score_gpt":0.3436391547255099,"score_spread":0.3306693236296163,"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."}}