{"id":"W2294838332","doi":"10.1159/000444021","title":"Age, Gender, Comorbidity, and the MDS-UPDRS: Results from a Population-Based Study","year":2016,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Medicine; Comorbidity; Population; Gerontology; Epidemiology; Demography; Psychiatry; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005513055,0.0001889887,0.0005370675,0.000058851,0.0001152056,0.000007526051,0.00009884636,0.00007641699,0.00005934297],"category_scores_gemma":[0.002337778,0.0000898999,0.00009779464,0.00006682179,0.0001062583,0.00003007427,0.0000666257,0.0001180466,0.00004540911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003358096,"about_ca_system_score_gemma":0.00003536296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140387,"about_ca_topic_score_gemma":0.0001625036,"domain_scores_codex":[0.9976709,0.0009847442,0.0004101621,0.0005313334,0.000142383,0.0002604605],"domain_scores_gemma":[0.9960424,0.003083891,0.0001647816,0.0005123701,0.00003389933,0.0001626761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003627314,0.0005985117,0.9855357,0.000006884733,0.0002161641,0.0006021835,0.0001156229,0.000005222562,0.0003166213,0.0008942432,0.001798379,0.006283143],"study_design_scores_gemma":[0.01899553,0.0003581848,0.971036,0.00001769145,0.0002549882,0.00001205987,0.00002084038,0.0002170683,0.00003049361,0.00634873,0.002623841,0.00008458562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914995,0.0001920594,0.0003002978,0.006479139,0.000255488,0.0007169934,0.0001445332,0.00007382692,0.0003381696],"genre_scores_gemma":[0.995259,0.00007425019,0.0002495108,0.003959066,0.0001486865,0.00006695848,0.00007965173,0.00001987674,0.0001429841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536821,"threshold_uncertainty_score":0.3666011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08028998080979827,"score_gpt":0.3343385085517214,"score_spread":0.2540485277419232,"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."}}