{"id":"W3193849500","doi":"10.1007/s11897-021-00527-w","title":"Clinical Phenotypes in Patients With Type 2 Diabetes Mellitus: Characteristics, Cardiovascular Outcomes and Treatment Strategies","year":2021,"lang":"en","type":"review","venue":"Current Heart Failure Reports","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; McGill University; Jewish General Hospital; McGill University Health Centre; University of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Phenotype; Medicine; Bioinformatics; Diabetes mellitus; Type 2 Diabetes Mellitus; Clinical phenotype; Genetics; Biology; Endocrinology; Gene","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002981253,0.0004993419,0.002136712,0.00006332908,0.0000489923,0.00009923539,0.00007008482,0.0003478427,0.000008833564],"category_scores_gemma":[0.0001248129,0.0003537785,0.0006784074,0.0001364155,0.00008723218,0.000008732942,0.00009370978,0.000222222,0.000003200025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003985867,"about_ca_system_score_gemma":0.0004794853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007702081,"about_ca_topic_score_gemma":0.00002167386,"domain_scores_codex":[0.9975096,0.0002322248,0.0008140928,0.0008370729,0.0002301721,0.0003768197],"domain_scores_gemma":[0.9986882,0.00003467314,0.0003469537,0.0006568343,0.0001478983,0.0001253926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002729597,0.0003500186,0.301735,0.0008867466,0.001308754,0.00001396138,0.000005965062,7.482656e-7,1.318538e-7,0.000002067244,0.0003579346,0.6953359],"study_design_scores_gemma":[0.0003533292,0.0002555385,0.01741565,0.001823052,0.000810131,0.000002355124,0.00001503315,1.296129e-7,8.30866e-7,0.000002766791,0.9789193,0.0004019278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05455275,0.9442087,0.000001133574,0.000009916148,0.0005761332,0.0005793541,0.00004510926,0.00001234385,0.00001449808],"genre_scores_gemma":[0.006038357,0.9906514,0.00008169215,0.000009922239,0.0001629518,0.00005594201,0.00292352,0.00005482713,0.00002144103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9785613,"threshold_uncertainty_score":0.9998914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901685456691084,"score_gpt":0.303122846436413,"score_spread":0.2841059918695022,"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."}}