{"id":"W4405047918","doi":"10.1182/blood-2024-208203","title":"Mutational and Clinical Characteristics Associated with Atherosclerotic Disease Burden in the MDS Canada Database: A Single-Center Analysis of CT Coronary Artery Calcium Scores","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Coronary artery disease; Internal medicine; Myelodysplastic syndromes; Database; Cardiology; Family history; Oncology; Bone marrow","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005066292,0.000270342,0.0005475116,0.001452785,0.0008848521,0.0009702894,0.0007676884,0.0003880245,0.002029647],"category_scores_gemma":[0.002537934,0.0002283723,0.0003434444,0.003913442,0.0003703691,0.0002949804,0.0009516512,0.000371117,0.0002954176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004145114,"about_ca_system_score_gemma":0.005970641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7448806,"about_ca_topic_score_gemma":0.8244336,"domain_scores_codex":[0.9990402,0.0001002329,0.0001029615,0.0002802256,0.0002896967,0.0001866399],"domain_scores_gemma":[0.9977838,0.0002025765,0.000627687,0.0001523924,0.0006944371,0.0005391185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009682903,0.0000119804,0.9985006,0.00001241143,0.00003622839,0.00005957254,0.00005872501,0.00004735462,0.000114894,0.00002306595,0.0005000066,0.0005384181],"study_design_scores_gemma":[0.00001320034,0.00002319073,0.9986865,0.00001127892,0.00002936297,0.0001552835,0.0002649297,0.0002679033,0.00004031749,0.00001030246,0.0004918705,0.000005909912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843379,0.000194937,0.00006264581,0.00008736664,0.000002588568,0.00004485701,0.01449695,0.000006379356,0.0007664528],"genre_scores_gemma":[0.9901884,0.0001554825,0.0001889779,0.00005323316,0.000005777499,0.00002843844,0.009162627,0.000003783202,0.0002132497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2551194,"threshold_uncertainty_score":0.5132438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04063667560900151,"score_gpt":0.3102364773680999,"score_spread":0.2695998017590984,"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."}}