{"id":"W2945170956","doi":"10.1002/mds.27720","title":"Environment, lifestyle, and Parkinson's disease: Implications for prevention in the next decade","year":2019,"lang":"en","type":"review","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Observational study; Disease; Parkinson's disease; Causal inference; Population; Medicine; Psychology; Environmental health; Gerontology; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.0001754077,0.0003859644,0.0007025603,0.0001551933,0.0001046187,0.00004916345,0.0001677274,0.0001235423,0.00004183187],"category_scores_gemma":[0.00002603574,0.0002675173,0.0004119855,0.0001379387,0.0000414176,0.00007707642,0.00005926914,0.0001417989,0.00003181099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001617841,"about_ca_system_score_gemma":0.0001259987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001528644,"about_ca_topic_score_gemma":0.00001709176,"domain_scores_codex":[0.9983892,0.0001003944,0.0003835083,0.0005973506,0.0002008699,0.0003287133],"domain_scores_gemma":[0.9988989,0.0001280421,0.0002170621,0.0005940983,0.000008159825,0.000153737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003231232,0.0008727453,0.003210536,0.005766946,0.0002802503,0.000002932297,0.00003194996,0.000001296853,3.289337e-7,0.001188801,0.001215507,0.9873964],"study_design_scores_gemma":[0.001312161,0.0001624519,0.01798441,0.001666081,0.002443479,5.535805e-7,0.00004581796,0.00001577929,7.673611e-8,0.009679829,0.96646,0.0002293948],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00016589,0.9909811,0.0005610529,0.001115539,0.00006368224,0.00657957,0.0002953604,0.00002104151,0.000216785],"genre_scores_gemma":[0.0005255873,0.9917224,0.0001810074,0.0008879537,0.00004973619,0.004637905,0.001166453,0.00005769401,0.0007712299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.987167,"threshold_uncertainty_score":0.9999777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06055460237448738,"score_gpt":0.3401040449287092,"score_spread":0.2795494425542218,"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."}}