{"id":"W4414991843","doi":"10.1016/s0140-6736(25)01910-5","title":"Parkinson's disease: emerging opportunities through global collaboration","year":2025,"lang":"en","type":"article","venue":"The Lancet","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Movement Disorders","funders":"Aligning Science Across Parkinson’s","keywords":"Identification (biology); Disease; Burden of disease; Global health; Precision medicine; Risk factor","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":[0.02629486,0.001679419,0.002439997,0.002322276,0.002246741,0.01008917,0.002364636,0.0120837,0.03710721],"category_scores_gemma":[0.02222285,0.0005201349,0.00201501,0.00333873,0.004243081,0.01577905,0.01601294,0.01002469,0.004858411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005643822,"about_ca_system_score_gemma":0.0283148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003537622,"about_ca_topic_score_gemma":0.00670762,"domain_scores_codex":[0.9905923,0.004123759,0.0006548497,0.000854781,0.001459477,0.002314969],"domain_scores_gemma":[0.9485831,0.01407166,0.003717894,0.001209915,0.006607641,0.02580985],"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":[0.0009399251,0.0004319623,0.008215576,0.007384839,0.0008213973,0.001019919,0.001888586,0.0007838224,0.001249465,0.09829727,0.482026,0.3969412],"study_design_scores_gemma":[0.0006502231,0.0004018421,0.01262469,0.008012608,0.0002915036,0.0008516052,0.005053534,0.000436394,0.0001950415,0.1123097,0.8590543,0.0001186908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002140261,0.249788,0.001902574,0.7092402,0.01546284,0.00004459027,0.0004990301,0.0001702859,0.02075218],"genre_scores_gemma":[0.151549,0.4684408,0.01163562,0.3133126,0.03938095,0.0003824159,0.001784929,0.0002122571,0.01330143],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03710721,"threshold_uncertainty_score":0.1390622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05107462658273863,"score_gpt":0.3333369508142429,"score_spread":0.2822623242315043,"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."}}