{"id":"W4413259785","doi":"10.1016/j.hlc.2025.06.898","title":"Patients’ Perspectives on Personalised Glycemic Targets for Coronary Artery Disease Prevention Based on the Haptoglobin Phenotype Biomarker: A Qualitative Study of Adults Living With Type 2 Diabetes","year":2025,"lang":"en","type":"article","venue":"Heart Lung and Circulation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Haptoglobin; Biomarker; Coronary artery disease; Glycemic; Phenotype; Type 2 diabetes; Diabetes mellitus; Disease; Internal medicine; Endocrinology; Gene; Genetics","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":[0.0001955672,0.0001078992,0.0001713779,0.0001008002,0.0001234668,0.00001107511,0.00001697984,0.00002838084,0.00002892038],"category_scores_gemma":[0.0003542936,0.00007366958,0.00004638419,0.0001666407,0.00004320698,0.00004363018,0.000004923963,0.00004988029,9.819131e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005568573,"about_ca_system_score_gemma":0.00006608359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007273517,"about_ca_topic_score_gemma":0.000001530253,"domain_scores_codex":[0.9991693,0.0001744048,0.0001459849,0.000229324,0.0001788355,0.000102081],"domain_scores_gemma":[0.9988973,0.000645406,0.0000679221,0.000142333,0.0002006,0.00004647327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01151784,0.003057718,0.9564087,0.0004691305,0.0003358592,4.725188e-7,0.02537136,0.0001519237,0.001133927,0.0003341623,0.0004022703,0.000816586],"study_design_scores_gemma":[0.003516132,0.002799766,0.9366331,0.0009290555,0.0002263904,6.979879e-8,0.02368131,0.03203455,0.0000247651,0.00007020203,0.000007200444,0.00007744482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977702,0.0002394012,0.000157451,0.0002666712,0.00005465489,0.001306849,0.00001183784,0.0000244058,0.0001685169],"genre_scores_gemma":[0.9994742,0.000002299249,0.00004661136,0.0002404181,0.00001541948,0.0001076956,0.00006101768,0.000009211982,0.00004308908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03188262,"threshold_uncertainty_score":0.3004158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165708474111655,"score_gpt":0.2909720007965781,"score_spread":0.2744011533854126,"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."}}