{"id":"W2585647019","doi":"10.2174/1381612823666170125154915","title":"Proteoglycans and Diabetes","year":2017,"lang":"en","type":"review","venue":"Current Pharmaceutical Design","topic":"Proteoglycans and glycosaminoglycans research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Proteoglycan; Heparanase; Diabetes mellitus; Glycosaminoglycan; Cartilage; Kidney; Downregulation and upregulation; Medicine; Extracellular matrix; Heparan sulfate; Endocrinology; Internal medicine; Cell biology; Chemistry; Biochemistry; Biology; Anatomy","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":[0.0007275615,0.0006459767,0.001114637,0.0001411375,0.0003050666,0.0002324618,0.000883377,0.0004514363,0.00005027245],"category_scores_gemma":[0.0003564818,0.0005177261,0.00037021,0.00009573848,0.0004950791,0.000008982737,0.0006003539,0.000811354,0.00007832268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003888011,"about_ca_system_score_gemma":0.0005669992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001190443,"about_ca_topic_score_gemma":4.427874e-7,"domain_scores_codex":[0.9968363,0.0005165999,0.0004848684,0.001007843,0.000319965,0.0008344197],"domain_scores_gemma":[0.9982031,0.00007929304,0.0002222936,0.0008888086,0.00008777425,0.0005187162],"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":[0.00002419532,0.00008095593,0.000008493946,0.007498195,0.0001564046,0.000008828795,0.000002261573,1.446637e-7,0.0001641301,0.00004119329,0.002882686,0.9891325],"study_design_scores_gemma":[0.0003851207,0.0002457618,0.000002487034,0.002603161,0.0003666587,0.00002451863,6.156677e-7,0.00006938876,0.0006898091,0.00004058344,0.9949697,0.0006022519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001053882,0.9946972,0.001859339,0.0000338893,0.0004161053,0.002518013,0.000136563,0.00002594301,0.0003023924],"genre_scores_gemma":[0.00005332661,0.9968948,0.0003611883,0.00002472739,0.0007547484,0.0009988295,0.0002323894,0.00009485169,0.0005851266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9920869,"threshold_uncertainty_score":0.9997274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3824729067121968,"score_gpt":0.5085890048759858,"score_spread":0.126116098163789,"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."}}