{"id":"W4385830334","doi":"10.1016/j.jaccao.2023.06.004","title":"Reply","year":2023,"lang":"et","type":"article","venue":"JACC CardioOncology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Prostate Cancer Canada; Hamilton Health Sciences; McMaster University; American College of Cardiology 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001159598,0.0003301063,0.001170389,0.0004189027,0.0001518348,0.00004586349,0.0001768315,0.0003636747,0.0002740401],"category_scores_gemma":[0.003144458,0.0003403001,0.0007242889,0.001068165,0.0002698214,0.00005872435,0.0002944747,0.0006151924,0.01660411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003326344,"about_ca_system_score_gemma":0.0006238436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001865555,"about_ca_topic_score_gemma":0.000006403946,"domain_scores_codex":[0.9971429,0.0002959556,0.0004403453,0.0006793651,0.0004472978,0.0009941215],"domain_scores_gemma":[0.9965379,0.001671097,0.0001292127,0.001045562,0.0002397262,0.0003765559],"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":[0.0001150304,0.00006173636,0.07298402,0.000136679,0.0004910373,0.003779321,0.0004964216,0.0001138235,0.0003057485,0.0002980341,0.9046806,0.01653752],"study_design_scores_gemma":[0.002215489,0.0003541753,0.1627677,0.0000993966,0.0008756083,0.0005073019,0.0008196816,0.0001831234,0.000295611,0.0001237173,0.831463,0.0002951561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1428242,0.01372803,0.0002780879,0.0925372,0.03934648,0.001636972,0.0004531504,0.0022879,0.706908],"genre_scores_gemma":[0.9255746,0.00260013,0.000207132,0.0157124,0.01053881,0.0001313455,0.0003325522,0.0001605153,0.04474249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7827504,"threshold_uncertainty_score":0.9999049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855416660128915,"score_gpt":0.322766262223965,"score_spread":0.2942120956226759,"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."}}