{"id":"W4291809437","doi":"10.1212/wnl.0000000000200787","title":"Lifestyle Interventions for the Prevention of Parkinson Disease","year":2022,"lang":"en","type":"article","venue":"Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"ZonMw; Parkinson's Foundation; Michael J. Fox Foundation for Parkinson's Research","keywords":"Disease; Psychological intervention; Parkinsonism; Medicine; Intervention (counseling); Parkinson's disease; Physical therapy; Aerobic exercise; Physical medicine and rehabilitation; Intensive care medicine; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001747742,0.0007271618,0.0008441154,0.001269549,0.0004356393,0.0009424471,0.0005648911,0.002317205,0.01477498],"category_scores_gemma":[0.004512084,0.0001469118,0.001230032,0.0005926738,0.0004438761,0.0007695874,0.0009753988,0.002780526,0.002204345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007369558,"about_ca_system_score_gemma":0.001017606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061412,"about_ca_topic_score_gemma":0.003807613,"domain_scores_codex":[0.9988078,0.0006024775,0.0001036696,0.0001159588,0.0002984691,0.00007161017],"domain_scores_gemma":[0.9988154,0.0006837426,0.0001828817,0.00004697291,0.0001627905,0.0001081823],"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":[0.0003590334,0.0009862507,0.0008999419,0.00898781,0.000468632,0.0001514815,0.0002507545,0.0002177708,0.001126101,0.008232524,0.03132871,0.946991],"study_design_scores_gemma":[0.001938787,0.002869715,0.02753782,0.05390022,0.001390044,0.001032883,0.0005460973,0.0006944293,0.00141279,0.03515599,0.8734135,0.0001078061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006730305,0.9047431,0.004293042,0.04524485,0.004082539,0.000380943,0.0004265012,0.0002612984,0.03383742],"genre_scores_gemma":[0.06708828,0.8658874,0.02097103,0.02633526,0.003732282,0.001150251,0.0005657251,0.00007545937,0.01419435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01477498,"threshold_uncertainty_score":0.04942721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568609604093202,"score_gpt":0.3166134889336248,"score_spread":0.2809273928926928,"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."}}