{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003467362,0.0004681602,0.001353584,0.0003936381,0.0002459625,0.0000766778,0.0002322017,0.000321541,0.008548923],"category_scores_gemma":[0.0001092534,0.0004636561,0.07848715,0.0003356216,0.00006382451,0.0000679946,0.0003073733,0.001707773,0.000664753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005289154,"about_ca_system_score_gemma":0.00016038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003173835,"about_ca_topic_score_gemma":7.327335e-7,"domain_scores_codex":[0.9964335,0.0003179231,0.0005958885,0.0008954818,0.00126494,0.000492259],"domain_scores_gemma":[0.9970121,0.0000484388,0.0001579561,0.002441554,0.0001838914,0.0001560109],"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":[0.00003671191,0.0002026008,0.0006914053,0.000938809,0.06209334,0.003256645,0.00001299517,0.00001320904,1.622134e-7,0.000009670439,0.9293913,0.003353157],"study_design_scores_gemma":[0.001497144,0.0003020905,0.005222,0.0004550588,0.03316972,0.0004587516,0.00003571168,0.000001288277,0.000001768852,0.00005223188,0.9584509,0.0003533392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001747849,0.2514964,0.0008891559,0.6388783,0.0101869,0.006295715,0.004526701,0.001306225,0.08467278],"genre_scores_gemma":[0.009871579,0.001659916,0.0003630985,0.8716373,0.01137243,0.003082542,0.02350195,0.0005665527,0.07794458],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2498365,"threshold_uncertainty_score":0.9997815,"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."}}