{"id":"W4414793096","doi":"10.1093/eurheartj/ehaf575","title":"The DORIAN GRAY project: bridging cardiovascular disease and cognitive decline","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"European Commission","keywords":"Cognitive decline; Gray (unit); Bridging (networking); Disease; Cognition","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":[0.002534464,0.0001521911,0.0003162663,0.0001340129,0.0008659986,0.0001503339,0.00007377179,0.00002323497,0.000005599964],"category_scores_gemma":[0.0007132892,0.00009293399,0.0006096512,0.000229442,0.0001277023,0.00006178089,0.00009901534,0.0005862099,0.00002177533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003931255,"about_ca_system_score_gemma":0.0003826214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003114829,"about_ca_topic_score_gemma":0.000003465811,"domain_scores_codex":[0.9980661,0.0006237015,0.0002870813,0.0002349934,0.0004248338,0.0003632602],"domain_scores_gemma":[0.9989021,0.0001353407,0.00004661513,0.0003180841,0.0001675471,0.0004302788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001552956,0.0001296364,0.4804009,0.0003517643,0.005785564,0.003802955,0.0006077001,0.00003085341,0.00007832578,0.0001268124,0.02140275,0.4857298],"study_design_scores_gemma":[0.001574744,0.00005067605,0.5945666,0.0003229846,0.0008204893,0.001041128,0.0001629368,0.00004585795,0.00001714063,0.00001979955,0.4012959,0.0000817799],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8756842,0.103881,0.003096073,0.007067963,0.001604271,0.001031715,0.00001330591,0.0000936644,0.007527743],"genre_scores_gemma":[0.9902664,0.005993094,0.0001026166,0.001445678,0.001470539,0.000003787099,0.000005637442,0.00003097236,0.0006812377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.485648,"threshold_uncertainty_score":0.6660649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421776263481713,"score_gpt":0.3105000342580086,"score_spread":0.2862822716231915,"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."}}