{"id":"W4206919556","doi":"10.1016/j.jcin.2021.11.014","title":"Tricuspid Transcatheter Edge-to-Edge Valve Repair","year":2022,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Enhanced Data Rates for GSM Evolution; Tricuspid valve; Cardiology; Medicine; Computer science; Telecommunications","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","metaepi_broad","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006212307,0.0008390825,0.00216553,0.0008899691,0.0003387802,0.00009639326,0.000406602,0.0005965097,0.005230529],"category_scores_gemma":[0.0001395208,0.0008067067,0.2325785,0.000773775,0.00007543649,0.0001032126,0.0003020517,0.001920023,0.001155632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008155623,"about_ca_system_score_gemma":0.0001966095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000184181,"about_ca_topic_score_gemma":0.000002897337,"domain_scores_codex":[0.9944379,0.0005765862,0.0009924449,0.00150258,0.001624071,0.0008664256],"domain_scores_gemma":[0.9959867,0.00009267622,0.0001749348,0.003037553,0.00029646,0.0004116971],"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":[0.00008161005,0.0005776219,0.0007473822,0.00136388,0.1346337,0.001349246,0.00008947343,0.00003851597,7.785387e-7,0.000008124955,0.8551969,0.005912731],"study_design_scores_gemma":[0.002482383,0.0006526526,0.0110098,0.0006991772,0.07095071,0.0003302448,0.00006089733,0.000002264624,0.000005552367,0.00003296566,0.9131104,0.000662991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01644512,0.4939798,0.007599163,0.3324083,0.02775328,0.02735934,0.01555474,0.005426098,0.07347418],"genre_scores_gemma":[0.1026889,0.003092225,0.00228846,0.6870969,0.03255329,0.01988678,0.03764651,0.002406778,0.1123401],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4908876,"threshold_uncertainty_score":0.9996221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440048621938128,"score_gpt":0.3296628421105919,"score_spread":0.2952623558912106,"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."}}