{"id":"W2079030294","doi":"10.1016/j.ahj.2012.06.023","title":"Modulating peroxisome proliferator–activated receptors for therapeutic benefit? Biology, clinical experience, and future prospects","year":2012,"lang":"en","type":"review","venue":"American Heart Journal","topic":"Peroxisome Proliferator-Activated Receptors","field":"Biochemistry, Genetics and Molecular Biology","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Peroxisome proliferator-activated receptor; Type 2 Diabetes Mellitus; Diabetes mellitus; Risk factor; Residual risk; Receptor; Bioinformatics; Type 2 diabetes; Clinical trial; Disease; PPAR agonist; Internal medicine; Pharmacology; Endocrinology; Biology","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":[0.0008542486,0.0008619062,0.002191849,0.0002292687,0.0005077249,0.0001475684,0.0004406323,0.0008516914,0.00004298539],"category_scores_gemma":[0.0001466628,0.0006563943,0.0008471783,0.0004284313,0.0006858533,0.00003302276,0.000195313,0.001254306,0.000008382485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099914,"about_ca_system_score_gemma":0.0004688359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005735556,"about_ca_topic_score_gemma":0.000001470199,"domain_scores_codex":[0.9958139,0.0006157928,0.001323955,0.000981459,0.0002269428,0.001037925],"domain_scores_gemma":[0.9973094,0.0001294732,0.001114921,0.000530418,0.0002584831,0.000657236],"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":[0.0001266569,0.0002044645,0.01331712,0.000550485,0.0008779384,0.000001479609,0.000111202,3.690008e-7,0.00617355,0.00004351067,0.0004838529,0.9781094],"study_design_scores_gemma":[0.0003986256,0.001259978,0.0001168821,0.000413241,0.0003057622,0.0006435825,0.0001781609,0.000002867316,0.001491027,0.00002338264,0.9943723,0.0007941545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05147675,0.9448525,0.00007870758,0.0001240699,0.001947933,0.001386422,0.0000615726,0.00004551161,0.00002651833],"genre_scores_gemma":[0.01108633,0.9759818,0.002578774,0.0003593472,0.009172563,0.0003718174,0.0001673004,0.0002093664,0.00007274115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9938885,"threshold_uncertainty_score":0.9995887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06132361819444894,"score_gpt":0.3957556156012497,"score_spread":0.3344319974068008,"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."}}