{"id":"W4382047333","doi":"10.1016/j.jcin.2023.05.014","title":"Expanding the Spectrum of TEER Suitability","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Boston Scientific Corporation; AtriCure; Edwards Lifesciences; LivaNova; Abbott Laboratories","keywords":"Spectrum (functional analysis); Environmental science; Physics","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":[0.00470426,0.0004406334,0.0004615865,0.002026962,0.0003361292,0.0009331835,0.0005989133,0.0006199222,0.001542549],"category_scores_gemma":[0.008680236,0.0001180692,0.0005889084,0.0006479001,0.0008944661,0.0009001456,0.001381991,0.0006706844,0.0003106007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172605,"about_ca_system_score_gemma":0.0002859053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002495181,"about_ca_topic_score_gemma":0.0004201933,"domain_scores_codex":[0.997403,0.0007320355,0.0005362979,0.0003861052,0.000700085,0.0002424231],"domain_scores_gemma":[0.9873054,0.003020729,0.007093367,0.0008381696,0.000979564,0.0007627234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007742905,0.00005184639,0.9897328,0.00004176603,0.00006431805,0.0001947819,0.0001777468,0.0001576919,0.001701744,0.0001567358,0.0001091676,0.006837151],"study_design_scores_gemma":[0.00005734046,0.0009960365,0.9911553,0.00005373862,0.00008477265,0.003268632,0.0004371467,0.001188271,0.001394759,0.0006029732,0.0007414505,0.00001959017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968328,0.0004888446,0.001251789,0.0001306845,0.000007523665,0.00004260691,0.0001614301,0.00001023433,0.001074167],"genre_scores_gemma":[0.9990261,0.00006500736,0.0006420152,0.00004941176,0.0000206945,0.00001167115,0.0001347117,0.000004235549,0.00004624582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00470426,"threshold_uncertainty_score":0.02487886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04261871133804841,"score_gpt":0.3729077002834953,"score_spread":0.3302889889454469,"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."}}