{"id":"W4391629156","doi":"10.1016/j.jacadv.2024.100848","title":"Reply","year":2024,"lang":"en","type":"article","venue":"JACC Advances","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University Hospital Foundation","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005279763,0.00004826294,0.00008936987,0.00003854654,0.00001773077,0.00002389768,0.00001716388,0.00001199636,0.00006279075],"category_scores_gemma":[0.0002071144,0.00003717317,0.00006087791,0.0001047506,0.00002498665,0.00008404061,0.00001027506,0.00007681044,0.0002938878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001607612,"about_ca_system_score_gemma":0.00003377176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005673973,"about_ca_topic_score_gemma":3.462153e-7,"domain_scores_codex":[0.9996148,0.000004249981,0.00006833104,0.0001272813,0.0000937846,0.00009152371],"domain_scores_gemma":[0.9996656,0.0001380589,0.000006414904,0.0001241188,0.00002074446,0.00004513345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005525934,0.00006553699,0.05491222,0.000563171,0.00008205821,0.001124866,0.0003817619,0.00003743122,0.0008963338,0.004233934,0.3270389,0.6106085],"study_design_scores_gemma":[0.0001174405,0.00003466045,0.006349266,0.0001523482,0.00004361179,0.00009850141,0.00005832444,0.000096501,0.001216789,0.001448927,0.9903325,0.00005116894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06591488,0.3514978,0.006455457,0.02851055,0.006495691,0.0003849333,0.00002839718,0.00168273,0.5390296],"genre_scores_gemma":[0.9802702,0.001236978,0.003446032,0.003776734,0.001148637,0.00001450841,0.0000134292,0.00002210265,0.01007135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9143553,"threshold_uncertainty_score":0.3777431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00984185241918554,"score_gpt":0.3177471028667652,"score_spread":0.3079052504475796,"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."}}