{"id":"W4416202623","doi":"10.1016/j.jacadv.2025.102321","title":"Reply","year":2025,"lang":"en","type":"article","venue":"JACC Advances","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00334876,0.0009238357,0.001147443,0.001332201,0.00355851,0.006609351,0.002318155,0.035007,0.03647639],"category_scores_gemma":[0.03441384,0.0008308649,0.00174042,0.0008754944,0.002361894,0.003813744,0.003663475,0.03693321,0.03103794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003004132,"about_ca_system_score_gemma":0.004698167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005267919,"about_ca_topic_score_gemma":0.007501175,"domain_scores_codex":[0.9970662,0.0005874714,0.0002621713,0.0004810095,0.0009304554,0.0006726362],"domain_scores_gemma":[0.9900879,0.003421172,0.0005289729,0.000415499,0.00335993,0.002186568],"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":[0.00001582364,0.000004433452,0.0001363382,0.00001755332,0.000006570458,0.00008662198,0.00002804729,0.000008676786,0.00003039161,0.000672822,0.9973164,0.001676236],"study_design_scores_gemma":[0.00005486731,0.0000192204,0.0006456591,0.0001227158,0.00002637953,0.0002924324,0.0002616804,0.00005066065,0.0001052991,0.002615564,0.9957697,0.00003588765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002238452,0.001379538,0.00009697662,0.885161,0.1084299,0.00001617238,0.0001270859,0.00005251681,0.004512891],"genre_scores_gemma":[0.001381726,0.0005723645,0.0001006775,0.9522381,0.0293812,0.00003807181,0.00007398771,0.00003482249,0.01617905],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9635236,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007545690673588929,"score_gpt":0.3166777893222911,"score_spread":0.3091320986487022,"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."}}