{"id":"W4414082077","doi":"10.1016/j.cjca.2025.08.360","title":"Reply—Integrating Behavioural and Genetic Risk: Insights on Life’s Crucial 9 and Atrial Fibrillation","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; MEDLINE; Cardiac arrhythmia; Fibrillation; Electrocardiography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003655295,0.0008715056,0.002250297,0.0008791563,0.003684266,0.003051754,0.001600332,0.05014068,0.006184374],"category_scores_gemma":[0.0237324,0.0008164832,0.001191636,0.0008562522,0.002646697,0.003202652,0.001678921,0.04617564,0.00531127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003307128,"about_ca_system_score_gemma":0.00400191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0143267,"about_ca_topic_score_gemma":0.02322968,"domain_scores_codex":[0.9979885,0.000616462,0.0003483879,0.0003487785,0.0004075403,0.000290403],"domain_scores_gemma":[0.9890825,0.006898036,0.0006357923,0.0002890215,0.00162396,0.001470766],"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":[0.0001571591,0.00005351344,0.001933853,0.00008416791,0.00005048165,0.0008410834,0.000194606,0.00004556716,0.0001404665,0.001134619,0.9880381,0.00732652],"study_design_scores_gemma":[0.0006024875,0.0002136443,0.01135942,0.001044542,0.0002744566,0.002330999,0.002194988,0.0009562544,0.0004132402,0.01575973,0.9645826,0.0002675941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003796728,0.0007978939,0.00006168772,0.9799875,0.01807208,0.000009731601,0.0001329987,0.00001811854,0.0005403776],"genre_scores_gemma":[0.002625638,0.0007041883,0.0001203816,0.951233,0.04342429,0.00004315803,0.00004495217,0.00001171688,0.001792698],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05014068,"threshold_uncertainty_score":0.02848661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612231456775289,"score_gpt":0.2286961758718958,"score_spread":0.2125738613041429,"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."}}