{"id":"W4410807028","doi":"10.1016/j.jacadv.2025.101815","title":"Reply","year":2025,"lang":"en","type":"letter","venue":"JACC Advances","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001250095,0.0003628797,0.001189718,0.000105645,0.00007016253,0.00005099491,0.0006313921,0.0007192892,0.0008678504],"category_scores_gemma":[0.1519895,0.0002935411,0.0002893051,0.0002164766,0.0001719702,0.00007607034,0.0001749607,0.00203322,0.0001234542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005948624,"about_ca_system_score_gemma":0.00009360024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003526313,"about_ca_topic_score_gemma":7.320713e-7,"domain_scores_codex":[0.9965584,0.0007204351,0.001080177,0.0007021644,0.0005175302,0.0004213175],"domain_scores_gemma":[0.8910464,0.1073412,0.0004928721,0.0009531612,0.0001226044,0.00004373935],"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":[0.00001378519,0.00001801343,0.000004522757,0.0007741142,0.00005698897,0.0001367685,0.000006194132,1.160039e-7,5.410726e-7,0.007683948,0.9552082,0.03609675],"study_design_scores_gemma":[0.0001182456,0.00002271136,9.753822e-7,0.0002019978,0.00007796423,0.000001463163,0.000002575933,0.000001529644,0.00003521578,0.4969136,0.5024651,0.0001585258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[7.774582e-7,0.0007079915,0.09249485,0.8161274,0.004439488,0.000611337,0.0003002318,0.0003266315,0.08499134],"genre_scores_gemma":[1.207785e-7,0.0001860807,0.5007366,0.468676,0.004647132,0.00006240714,0.000007141218,0.00003235699,0.02565223],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4892297,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5085525428455807,"score_gpt":0.5990865869183026,"score_spread":0.09053404407272192,"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."}}