{"id":"W4206618131","doi":"10.1016/j.jcin.2021.12.003","title":"Reply","year":2022,"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":"University of British Columbia","keywords":"Medicine","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":[0.004501293,0.001554053,0.002272357,0.001501771,0.007883801,0.008863917,0.0026722,0.1021229,0.02549979],"category_scores_gemma":[0.03569712,0.001366972,0.002411735,0.0009792928,0.003211697,0.00399527,0.004257923,0.06184317,0.02486593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006102629,"about_ca_system_score_gemma":0.008111416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191581,"about_ca_topic_score_gemma":0.01610505,"domain_scores_codex":[0.9950446,0.0008513002,0.0004933723,0.0007845574,0.001443541,0.001382673],"domain_scores_gemma":[0.98862,0.004428374,0.0009055666,0.0003978481,0.002582442,0.00306581],"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":[0.0000190213,0.000008949391,0.0001995803,0.00002202026,0.00001102879,0.0003888317,0.00006482052,0.00001600693,0.00004014424,0.0006108565,0.9971661,0.001452573],"study_design_scores_gemma":[0.0001121904,0.00003472715,0.001101822,0.0002608715,0.00005215613,0.0006905808,0.0004636789,0.0001573119,0.0001298875,0.003970607,0.9929538,0.00007232797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001879719,0.0008617136,0.00006107446,0.9370376,0.05823426,0.00002273319,0.0001006465,0.00004023086,0.003453756],"genre_scores_gemma":[0.0008226475,0.0002837373,0.00004855409,0.9697545,0.01968824,0.00003783716,0.00003300108,0.000018954,0.009312478],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1021229,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03683185089957859,"score_gpt":0.3432542142852147,"score_spread":0.3064223633856361,"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."}}