{"id":"W4409881943","doi":"10.1016/j.jacbts.2025.02.026","title":"Reply","year":2025,"lang":"en","type":"letter","venue":"JACC Basic to Translational Science","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Medicine; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001372405,0.0004084526,0.0003551055,0.001292309,0.000501757,0.0002988616,0.0019764,0.0002965612,0.001122144],"category_scores_gemma":[0.000324638,0.0004019949,0.0001861807,0.004668977,0.000698711,0.0005907555,0.00009361554,0.001310594,0.006035771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199323,"about_ca_system_score_gemma":0.002692529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001455182,"about_ca_topic_score_gemma":0.00002612457,"domain_scores_codex":[0.9938647,0.00008101283,0.000511762,0.001550106,0.003072767,0.0009196397],"domain_scores_gemma":[0.9979101,0.0003873018,0.0001369707,0.0009189932,0.0004616045,0.0001850648],"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":[0.00001221702,0.00001385857,0.0001207937,0.00002963731,0.00001028181,0.00003711099,0.0001347303,0.0002029325,0.001076676,0.001109606,0.9944787,0.002773444],"study_design_scores_gemma":[0.0001744055,0.00001965463,0.00771363,0.0001239017,0.00003108288,0.00001097536,0.000002180916,0.0001692442,0.0003041515,0.002447318,0.9885525,0.0004509242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001295508,0.00004375779,0.001511407,0.9217842,0.0009418072,0.000662174,0.0007583303,0.0002624295,0.07390633],"genre_scores_gemma":[0.002045978,8.935701e-7,0.007564693,0.9745498,0.002287403,0.00009571451,0.0002168716,0.00006050825,0.01317819],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06072814,"threshold_uncertainty_score":0.9998432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331469732556047,"score_gpt":0.2895136389195307,"score_spread":0.2661989415939703,"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."}}