{"id":"W4401071338","doi":"10.1016/j.jacadv.2024.101090","title":"Reply","year":2024,"lang":"en","type":"article","venue":"JACC Advances","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001697043,0.00005559737,0.0001307159,0.00003680982,0.00002850122,0.00001702262,0.00002578302,0.00002045244,0.0001223408],"category_scores_gemma":[0.00003273336,0.00003865255,0.0001222134,0.0001382644,0.00001776901,0.0001090041,0.00001085033,0.00009659068,0.0001848055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000269193,"about_ca_system_score_gemma":0.00006517672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002460307,"about_ca_topic_score_gemma":0.00000204763,"domain_scores_codex":[0.9994123,0.00001023338,0.00009373477,0.0001722623,0.0001904487,0.0001210015],"domain_scores_gemma":[0.9996539,0.00001528433,0.00000810553,0.000236849,0.00002048089,0.0000653949],"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":[0.00002365454,0.00001832339,0.0004966715,0.0005609892,0.00007508539,0.0002562466,0.00009650976,0.0000036523,0.0002586292,0.001835395,0.006710938,0.9896639],"study_design_scores_gemma":[0.0001468298,0.00007707374,0.001546004,0.0001358552,0.00003411345,0.000142672,0.00005843643,0.00005864848,0.001061134,0.001114278,0.9955757,0.00004928153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.16299,0.582954,0.009179226,0.01978826,0.003301236,0.001136411,0.00001220147,0.001311761,0.2193269],"genre_scores_gemma":[0.9717192,0.006100591,0.004860143,0.00394571,0.002346169,0.00005740301,0.00001144405,0.0000356184,0.01092374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9896146,"threshold_uncertainty_score":0.2375363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171838928452625,"score_gpt":0.3036058501993265,"score_spread":0.2918874609148003,"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."}}