{"id":"W4404687428","doi":"10.1016/j.jcin.2024.10.005","title":"Reply","year":2024,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Edwards Lifesciences; Fundación Alfonso Martín Escudero; Université Laval; Medtronic","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004519322,0.001537317,0.002284878,0.001525549,0.007989257,0.008821438,0.002744052,0.1021939,0.02677302],"category_scores_gemma":[0.03654862,0.001373774,0.002459356,0.0009684053,0.003288611,0.003987003,0.004310447,0.06162632,0.02512457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006385988,"about_ca_system_score_gemma":0.008774563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283042,"about_ca_topic_score_gemma":0.01696177,"domain_scores_codex":[0.9949263,0.0008662438,0.0005113044,0.0007879192,0.001455068,0.001453176],"domain_scores_gemma":[0.9884114,0.004494887,0.0009182397,0.0003954406,0.002641268,0.003138821],"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":[0.00001940235,0.000008968668,0.0001969901,0.00002170512,0.0000112016,0.0003642977,0.00006264875,0.00001628261,0.00003980481,0.0006308661,0.9971463,0.001481639],"study_design_scores_gemma":[0.0001146535,0.00003563046,0.001078538,0.0002599285,0.00005316427,0.000630254,0.0004479498,0.0001588879,0.0001329352,0.004228227,0.9927859,0.00007403496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001897858,0.00082959,0.00006136559,0.936604,0.05864557,0.0000231014,0.0001034393,0.00004173416,0.003501485],"genre_scores_gemma":[0.0008202554,0.0002790023,0.00005050443,0.9690229,0.01986896,0.00003924469,0.00003378538,0.00001931615,0.009866085],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1021939,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562474933309934,"score_gpt":0.3534246617010804,"score_spread":0.3177999123679811,"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."}}