{"id":"W4414382631","doi":"10.1016/j.jacadv.2025.102202","title":"Reply","year":2025,"lang":"en","type":"letter","venue":"JACC Advances","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006769046,0.001256921,0.002221605,0.001676525,0.00825879,0.009175994,0.003325755,0.0963077,0.02172742],"category_scores_gemma":[0.04038976,0.001444726,0.001991244,0.001330059,0.004165055,0.004738485,0.005409516,0.06237587,0.01675494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006903864,"about_ca_system_score_gemma":0.01318865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01991023,"about_ca_topic_score_gemma":0.03203273,"domain_scores_codex":[0.9936057,0.00117761,0.0006623592,0.000970003,0.001777878,0.001806414],"domain_scores_gemma":[0.9812599,0.007201105,0.001224904,0.0006182333,0.003587354,0.006108396],"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":[0.00001976885,0.000009897779,0.0004002729,0.00002114502,0.00001213014,0.000345508,0.00008295058,0.00001433428,0.00003798112,0.0008130747,0.9965964,0.001646597],"study_design_scores_gemma":[0.0001043848,0.00004099306,0.002063973,0.0003350622,0.00005057923,0.0005937336,0.0008665639,0.0001617338,0.0001275064,0.005064408,0.9905013,0.00008978213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002371684,0.0006722903,0.00005602422,0.9595541,0.03685081,0.00001899626,0.0001022816,0.00002902368,0.002479271],"genre_scores_gemma":[0.000729631,0.0002051679,0.00005622636,0.9787825,0.01208618,0.00003768385,0.00003331721,0.00001369729,0.00805576],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0963077,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425875639171017,"score_gpt":0.3110276312511787,"score_spread":0.2967688748594686,"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."}}