{"id":"W3007615676","doi":"10.1016/j.jcin.2019.10.021","title":"Bioprosthetic Valve Leaflet Displacement During Valve-in-Valve Intervention","year":2020,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; Abbott Vascular; Boston Scientific Corporation; Edwards Lifesciences; Medtronic","keywords":"Medicine; Heart valve; Cardiology; Displacement (psychology); Internal medicine; Aortic valve; Leaflet (botany); Valve replacement; Surgery; Stenosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003895079,0.0004085906,0.0009567218,0.0002736623,0.0001443647,0.00008961454,0.0001786,0.0001316195,0.0007038738],"category_scores_gemma":[0.0001498586,0.0003992451,0.04871269,0.0005437005,0.00007453711,0.0001982877,0.0002372796,0.000334642,0.0005787226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003824904,"about_ca_system_score_gemma":0.00004462485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002035893,"about_ca_topic_score_gemma":0.00001327039,"domain_scores_codex":[0.9968709,0.0002226215,0.0008330119,0.0008246451,0.0007204625,0.0005283957],"domain_scores_gemma":[0.998381,0.00002156251,0.0001440026,0.0008677247,0.0001541205,0.0004316516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00202787,0.009949712,0.6972458,0.01225769,0.2067408,0.001459706,0.002491862,0.003192077,0.001021132,0.001066551,0.003213741,0.059333],"study_design_scores_gemma":[0.01283459,0.0007305022,0.9614203,0.002358663,0.01598814,0.000142735,0.0009172855,0.0001566392,0.0006481086,0.00009867641,0.004122028,0.0005823389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621986,0.03016937,0.002403033,0.0006194736,0.0005882772,0.0018676,0.0001548084,0.0002301993,0.001768606],"genre_scores_gemma":[0.9979082,0.0003426223,0.000162301,0.0001481312,0.0002715711,0.0003704545,0.000337447,0.00008201268,0.0003771979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641745,"threshold_uncertainty_score":0.9998459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805815579423762,"score_gpt":0.333260823233008,"score_spread":0.3052026674387703,"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."}}