{"id":"W2761151868","doi":"10.1016/j.jcin.2017.08.032","title":"Rethinking Mitral Paravalvular Leak Closure","year":2017,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Closure (psychology); Cardiology; Internal medicine; Medicine; Leak; Political science; Engineering; Law","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":[0.002428429,0.0006844863,0.001247206,0.000871049,0.00345184,0.004040257,0.001299968,0.03768972,0.006605592],"category_scores_gemma":[0.03253916,0.0004956928,0.001742781,0.0004051238,0.003288659,0.00416717,0.001975165,0.03540597,0.004263772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003158686,"about_ca_system_score_gemma":0.002285317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008809033,"about_ca_topic_score_gemma":0.00314655,"domain_scores_codex":[0.9970871,0.0005992997,0.0005078288,0.0003592312,0.0008502399,0.0005964742],"domain_scores_gemma":[0.9904407,0.005460642,0.0007008518,0.0004719727,0.0009951337,0.001930747],"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":[0.0001993367,0.0002065502,0.004180873,0.0003197279,0.0001153644,0.08696704,0.0008851846,0.0004064212,0.001909803,0.01615128,0.7878987,0.1007598],"study_design_scores_gemma":[0.0003769465,0.0005123085,0.004374387,0.002186124,0.0001717847,0.1231568,0.001535523,0.00150615,0.001364886,0.08037972,0.7842374,0.0001979238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003036429,0.006093401,0.0006488835,0.9369346,0.04297897,0.00002000629,0.00002988922,0.00007815669,0.01017964],"genre_scores_gemma":[0.03106048,0.00484526,0.001400068,0.7753363,0.1790785,0.00003510309,0.00005552937,0.00007502083,0.00811371],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03768972,"threshold_uncertainty_score":0.02291799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06458106513748818,"score_gpt":0.3666673817301989,"score_spread":0.3020863165927107,"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."}}