{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001020374,0.00007038017,0.00009477133,0.00007780664,0.00006211186,0.00001935776,0.0001458964,0.00001528158,0.0001223997],"category_scores_gemma":[0.0001893609,0.00006220842,0.00003187335,0.0003823425,0.00004544222,0.0002884637,0.00004185206,0.0000601707,0.002416823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003765612,"about_ca_system_score_gemma":0.00002829149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001039464,"about_ca_topic_score_gemma":0.00001820494,"domain_scores_codex":[0.999421,0.00002083056,0.0001153905,0.0001902122,0.00009857851,0.0001540167],"domain_scores_gemma":[0.9995625,0.00006871195,0.00004146665,0.0002666043,0.00003790714,0.0000227994],"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":[0.0002400138,0.0001986807,0.06577038,0.0001229043,0.00008340642,0.00003494617,0.0002886273,0.0005704314,0.01639955,0.06514829,0.4925408,0.358602],"study_design_scores_gemma":[0.0001782233,0.00000969298,0.005288448,0.00002405364,0.000006670475,8.488688e-7,0.00009166248,0.00003529227,0.006668692,0.02178172,0.9658445,0.0000702242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06636204,0.01529186,0.001660089,0.002514893,0.001191952,0.0002803744,0.00002723104,0.0009159496,0.9117556],"genre_scores_gemma":[0.927107,0.0002318204,0.01087381,0.00466382,0.0002074068,0.00007195147,0.00001077386,0.00005068504,0.05678272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.860745,"threshold_uncertainty_score":0.9983599,"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."}}