{"id":"W2469620169","doi":"10.1093/ehjqcco/qcw033","title":"Improving cardiovascular risk in type 2 diabetes: time to get personal","year":2016,"lang":"en","type":"letter","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Blood pressure; Disease; Population; Type 2 Diabetes Mellitus; Coronary artery disease; Insulin resistance; Psychological intervention; Intensive care medicine; Internal medicine; Environmental health; Endocrinology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004169147,0.0003569444,0.001950183,0.0002215442,0.00007583447,0.000058889,0.0001773707,0.0002245169,0.0002386813],"category_scores_gemma":[0.001643846,0.0002370876,0.002011887,0.00009903076,0.0001238233,0.00007752475,0.000199103,0.001456125,0.0004629834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009398368,"about_ca_system_score_gemma":0.00009146929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002748098,"about_ca_topic_score_gemma":0.00000304263,"domain_scores_codex":[0.9950873,0.001765678,0.001420261,0.0004949291,0.0007531219,0.0004787481],"domain_scores_gemma":[0.9973373,0.001228842,0.0004061792,0.0005012696,0.0002424436,0.000283945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001284889,0.00007788433,0.5350243,0.0005869751,0.003059879,0.0004433845,0.0002570783,3.062612e-7,0.000004160921,6.044975e-7,0.2956148,0.1648021],"study_design_scores_gemma":[0.00182085,0.001270008,0.3415807,0.0005398074,0.0009307695,0.000004968918,0.00006028656,8.690345e-7,0.000001399293,0.000006615335,0.6535552,0.0002285324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7052451,0.0124734,0.00001952342,0.2705815,0.001395435,0.001151072,0.0001544722,0.00007581005,0.008903615],"genre_scores_gemma":[0.06357868,0.005261877,0.00251834,0.8913053,0.0140208,0.000009377561,0.0002110942,0.0003518475,0.02274266],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6416665,"threshold_uncertainty_score":0.9668154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06191180848836728,"score_gpt":0.3635230903516746,"score_spread":0.3016112818633073,"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."}}