{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002735601,0.0005136593,0.00132355,0.0004397812,0.00009437198,0.0001594949,0.0001686192,0.0005233948,0.001039622],"category_scores_gemma":[0.00008555425,0.0004541714,0.08508655,0.0003337009,0.00007350354,0.00006648419,0.0001886507,0.001554567,0.004350443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000345133,"about_ca_system_score_gemma":0.0001517617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001932011,"about_ca_topic_score_gemma":9.461252e-7,"domain_scores_codex":[0.9968653,0.0001486711,0.0005999136,0.0009647441,0.0009457641,0.0004755905],"domain_scores_gemma":[0.9973683,0.00003667428,0.00008802921,0.002120684,0.000221753,0.0001645981],"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":[0.00001300653,0.0001013838,0.0002046548,0.002855483,0.08284944,0.004839426,0.00001197736,0.000002891815,2.250352e-7,0.00001790117,0.9047751,0.004328525],"study_design_scores_gemma":[0.0008185752,0.0001421232,0.002323567,0.002794492,0.05760818,0.0004919389,0.0000154971,0.00000253148,0.000003955369,0.0001784604,0.935281,0.0003396688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000531629,0.3471971,0.0006268286,0.5885387,0.007739084,0.002827791,0.001802948,0.001091168,0.04964479],"genre_scores_gemma":[0.01230345,0.002301244,0.0004142782,0.8091407,0.02234723,0.001547287,0.01198076,0.0007217171,0.1392433],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3448958,"threshold_uncertainty_score":0.9998736,"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."}}