{"id":"W4224264157","doi":"10.1002/mds.29009","title":"Diabetes, Glycated Hemoglobin (<scp>HbA1c)</scp>, and Neuroaxonal Damage in Parkinson's Disease (<scp>MARK‐PD Study</scp>)","year":2022,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation","keywords":"Parkinson's disease; Glycated hemoglobin; Diabetes mellitus; Disease; Medicine; Neuroscience; Internal medicine; Psychology; Endocrinology; Type 2 diabetes","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000422606,0.0006184871,0.000642079,0.0004633316,0.0004811836,0.00009109368,0.0003117447,0.00006725977,0.0001621788],"category_scores_gemma":[0.0002354556,0.0006326449,0.0002040747,0.0007639917,0.0001129298,0.0001867378,0.0005987673,0.0004465834,0.00002723785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364273,"about_ca_system_score_gemma":0.0002010969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003458522,"about_ca_topic_score_gemma":0.0002588394,"domain_scores_codex":[0.9958055,0.0003285846,0.0005441434,0.001189387,0.001104257,0.001028146],"domain_scores_gemma":[0.9980708,0.0002190043,0.0002036577,0.0007083924,0.00004447331,0.0007537115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001343016,0.007096707,0.9762706,0.0001129991,0.0003777895,0.0008047874,0.0005579732,0.0001485351,0.0004574853,0.00009918274,0.01013754,0.003802124],"study_design_scores_gemma":[0.01040492,0.001218076,0.8934891,0.00003755048,0.0003875049,7.470023e-7,0.004393794,0.001861112,0.0001211233,0.002641152,0.08529215,0.0001527433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922985,0.002029803,0.00001435155,0.0007078695,0.0003319625,0.00267501,0.0003104144,0.0001748949,0.001457162],"genre_scores_gemma":[0.9905289,0.0002645446,0.00006500974,0.005182806,0.00004872774,0.001382722,0.0004807579,0.0001093796,0.00193717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08278143,"threshold_uncertainty_score":0.9996125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009762920366183538,"score_gpt":0.2297777622183622,"score_spread":0.2200148418521787,"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."}}