{"id":"W4408973327","doi":"10.1016/j.lana.2025.101046","title":"Prevalence, distribution and future projections of Parkinson disease in Brazil: insights from the ELSI-Brazil cohort study","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Society for Anthropological Sciences; Fundação Oswaldo Cruz; Ministério da Saúde; Alzheimer's Association; Aligning Science Across Parkinson’s; National Institutes of Health","keywords":"Parkinson's disease; Cohort; Distribution (mathematics); Geography; Cohort study; Disease; Medicine; Internal medicine; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00184921,0.0003214191,0.0003283322,0.001128533,0.0003009344,0.0005870216,0.0004093477,0.000249437,0.0007400661],"category_scores_gemma":[0.003682553,0.0002669878,0.0009589302,0.001271732,0.0001689399,0.0004735942,0.0007813788,0.0004040092,0.0001283929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009777099,"about_ca_system_score_gemma":0.001095305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1284092,"about_ca_topic_score_gemma":0.1384293,"domain_scores_codex":[0.9995286,0.0001356163,0.00007220214,0.0001061218,0.00007639934,0.00008104956],"domain_scores_gemma":[0.9987571,0.000168591,0.0004791039,0.0001109335,0.0003321132,0.0001522337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003524897,0.00001455777,0.9956214,0.00004999756,0.0001068972,0.0001211527,0.0004130271,0.00009300074,0.0001438019,0.0001307211,0.0003785455,0.002891743],"study_design_scores_gemma":[0.000009163584,0.00002797632,0.9970422,0.0001123843,0.0001004329,0.0003004032,0.0006912535,0.0005653642,0.00003397898,0.0001329412,0.0009761248,0.00000771117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841297,0.002706892,0.000803825,0.0008947455,0.00001741745,0.00008942826,0.009388978,0.00001906014,0.001950079],"genre_scores_gemma":[0.9942205,0.001642124,0.0006085202,0.0000859327,0.000007843279,0.00005721519,0.003228983,0.000006107979,0.0001428378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1284092,"threshold_uncertainty_score":0.2553235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842810151502428,"score_gpt":0.3516766387690823,"score_spread":0.3232485372540581,"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."}}