{"id":"W4389947175","doi":"10.3233/jpd-239005","title":"Tackling Parkinson’s Disease as a Global Challenge","year":2023,"lang":"en","type":"editorial","venue":"Journal of Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Occupational Cancer Research Centre; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Thailand Science Research and Innovation; Thailand Research Fund; Chulalongkorn University","keywords":"Parkinson's disease; Disease; Medicine; Political science; Internal medicine","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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008924224,0.001377481,0.002246161,0.0007027244,0.0003003569,0.0002645252,0.0008403124,0.0008410906,0.0004549984],"category_scores_gemma":[0.004907964,0.001192595,0.002438633,0.0007522674,0.0001701574,0.0004022503,0.0002980274,0.001611949,0.001053974],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708155,"about_ca_system_score_gemma":0.007381734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000642064,"about_ca_topic_score_gemma":0.00001825478,"domain_scores_codex":[0.9904801,0.0003343315,0.001879941,0.001329759,0.004650765,0.001325144],"domain_scores_gemma":[0.9880515,0.0005866314,0.002100783,0.001310469,0.001389617,0.006561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0121425,0.002857375,0.005915515,0.001341091,0.002076636,0.05393159,0.00006201986,0.0000270466,0.000004024172,0.00008812836,0.9162083,0.005345773],"study_design_scores_gemma":[0.007285722,0.000996905,0.02531904,0.003187547,0.006920307,0.00004418816,0.00007900695,0.00009845442,0.000004296173,0.002523337,0.9526495,0.0008917133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02717518,0.03270163,0.00008886639,0.002142477,0.9301106,0.001284097,0.005020801,0.0003589704,0.001117361],"genre_scores_gemma":[0.1757652,0.02213179,0.0003785698,0.0004414424,0.7967389,0.0001817699,0.001241876,0.0004860624,0.002634381],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.14859,"threshold_uncertainty_score":0.9998976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939478890561507,"score_gpt":0.3155445905595144,"score_spread":0.2961498016538994,"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."}}