{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":44,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":44,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e0bf1ebbdbf7","filters":{"venue":"Clinical Parkinsonism & Related Disorders"}},"results":[{"id":"W3164938325","doi":"10.1016/j.prdoa.2021.100095","title":"Frailty in Parkinson’s disease: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; University of British Columbia; University of Calgary","funders":"","keywords":"Medicine; Dementia; Observational study; Disease; Meta-analysis; Parkinson's disease; Activities of daily living; Cognitive impairment; Systematic review; Gerontology; Orthostatic vital signs; MEDLINE; Physical therapy; Internal medicine","authors":[{"name":"Jacqueline M. McMillan","is_ca":true},{"name":"Quentin Michalchuk","is_ca":true},{"name":"Zahra Goodarzi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1140890655617708,"gpt":0.4129434834843588,"spread":0.298854417922588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01196688,0.002348232,0.01695755,0.008001352,0.0007106081,0.002748849,0.001920948,0.001867613,0.003106106],"category_scores_gemma":[0.02536768,0.001279311,0.0320892,0.008772086,0.0006029845,0.001653744,0.00168312,0.001454111,0.0002528196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003041569,"about_ca_system_score_gemma":0.00434897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009603668,"about_ca_topic_score_gemma":0.0224529,"domain_scores_codex":[0.9931936,0.003000868,0.002037773,0.0006818603,0.0008161099,0.0002698721],"domain_scores_gemma":[0.9839982,0.0116074,0.002482152,0.0004494384,0.001238951,0.0002239013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009497387,0.00002284609,0.00468744,0.551578,0.4274126,0.000187199,0.0001142804,0.0005921906,0.000186838,0.0001424103,0.0007309113,0.01339557],"study_design_scores_gemma":[0.0003606116,0.0002025591,0.006650435,0.06106313,0.9286063,0.0001973484,0.00006262696,0.000261584,0.0001063279,0.000223775,0.002233934,0.00003138798],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003504524,0.9950583,0.0003363745,0.0001456281,0.00007392106,0.0002127912,0.0004943828,0.00001653967,0.0001575189],"genre_scores_gemma":[0.1180956,0.8770769,0.001880636,0.0005258843,0.0001617939,0.001065721,0.0009176135,0.00001968899,0.0002561448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01695755,"threshold_uncertainty_score":0.06328768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980434506","doi":"10.1016/j.prdoa.2019.08.006","title":"Prediction of cognitive progression in Parkinson's disease using three cognitive screening measures","year":2019,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Montreal Cognitive Assessment; Dementia; Neuropsychology; Cognition; Logistic regression; Medicine; Cognitive decline; Neuropsychological test; Cognitive test; Internal medicine; Psychology; Psychiatry; Disease","authors":[{"name":"Hojoong M. Kim","is_ca":false},{"name":"Carter Nazor","is_ca":false},{"name":"Cyrus P. Zabetian","is_ca":false},{"name":"Joseph F. Quinn","is_ca":false},{"name":"Kathryn A. Chung","is_ca":false},{"name":"Amie Hiller","is_ca":false},{"name":"Shu-Ching Hu","is_ca":false},{"name":"James B. Leverenz","is_ca":false},{"name":"Thomas J. Montine","is_ca":false},{"name":"Karen L. Edwards","is_ca":false},{"name":"Brenna Cholerton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05887676187538906,"gpt":0.3475318658992551,"spread":0.288655104023866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001758918,0.0006705892,0.0004644554,0.001617866,0.000294166,0.0007157585,0.0003402853,0.0004035779,0.0004722526],"category_scores_gemma":[0.005481112,0.0001809109,0.0005821746,0.0005736705,0.0001993159,0.0003937932,0.0005071689,0.000488194,0.00008805344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000396564,"about_ca_system_score_gemma":0.0005918558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005546018,"about_ca_topic_score_gemma":0.00795922,"domain_scores_codex":[0.9995831,0.0001397092,0.00005171638,0.00005576451,0.0001238213,0.00004597763],"domain_scores_gemma":[0.9968091,0.001045801,0.001206241,0.00007079949,0.0005126327,0.0003554392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002809251,0.00004624982,0.9949062,0.00001350141,0.0000648732,0.00002099617,0.00002268757,0.0001734119,0.00007239938,0.000007686172,0.0000500003,0.004341054],"study_design_scores_gemma":[0.00004493762,0.0005576394,0.9955236,0.00002146461,0.00007927034,0.0001859758,0.0000570983,0.003174941,0.0001845926,0.00006320573,0.00009899924,0.000008415665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999,0.0003231294,0.0001798339,0.00002538141,0.000004706888,0.00001908946,0.0001630559,0.000009403518,0.0002752821],"genre_scores_gemma":[0.9989818,0.00009745717,0.000548111,0.000008488193,0.000006174038,0.00001728773,0.0002781196,8.502723e-7,0.00006167779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005546018,"threshold_uncertainty_score":0.01102751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996886572","doi":"10.1016/j.prdoa.2019.100031","title":"Essential tremor: New advances","year":2019,"lang":"en","type":"review","venue":"Clinical Parkinsonism & Related Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Brain Institute; University of Toronto; Toronto Western Hospital","funders":"Medtronic","keywords":"Essential tremor; MEDLINE; Task (project management); Epidemiology; Movement disorders; Medicine; Task force; Subject (documents); Psychology; Pathology; Computer science; Library science; Disease; Physical medicine and rehabilitation; Political science","authors":[{"name":"María Carolina Sepúlveda Soto","is_ca":true},{"name":"Alfonso Fasano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07531510878851522,"gpt":0.424119493217856,"spread":0.3488043844293408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001986266,0.000951945,0.001869584,0.004142288,0.0003518687,0.002233942,0.0007963045,0.001675319,0.004920283],"category_scores_gemma":[0.003333312,0.0003222509,0.00104729,0.003405697,0.0008707979,0.003179912,0.0008928712,0.002540053,0.001495813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280266,"about_ca_system_score_gemma":0.0029102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584982,"about_ca_topic_score_gemma":0.002491254,"domain_scores_codex":[0.9991266,0.0001473655,0.0002219002,0.0001783835,0.0002690009,0.00005672917],"domain_scores_gemma":[0.9966371,0.002032331,0.0003887659,0.00008750045,0.0007198009,0.0001344785],"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":[0.0001220459,0.00003918657,0.0004637043,0.04502795,0.0001857735,0.0003998946,0.0001979674,0.0002154592,0.0007298301,0.007084706,0.0347674,0.9107661],"study_design_scores_gemma":[0.00003663663,0.0001108748,0.001783245,0.02670676,0.0004150709,0.003626,0.0002588945,0.0001172031,0.00025188,0.008039648,0.9586181,0.00003561084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007333799,0.9977251,0.00007824581,0.001074925,0.0005194222,0.000002326473,0.00001310911,0.000004789024,0.0005086857],"genre_scores_gemma":[0.001117854,0.9963458,0.0001789972,0.0008978166,0.001086642,0.000004472228,0.00003340094,0.000002021335,0.0003329686],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004920283,"threshold_uncertainty_score":0.01645994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391720973","doi":"10.1016/j.prdoa.2024.100239","title":"Continuous subcutaneous foslevodopa/foscarbidopa infusion for the treatment of motor fluctuations in Parkinson’s disease: Considerations for initiation and maintenance","year":2024,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Cégep de Lévis","funders":"Parkinsonfonden; LEO Pharma; Sun Pharma; Göteborgs Universitet; Sahlgrenska Universitetssjukhuset; University of Washington; Sage Therapeutics; Neurocrine Biosciences; Acorda Therapeutics; Ipsen; Jazz Pharmaceuticals; EVER Neuro Pharma; Michael J. Fox Foundation for Parkinson's Research; Revance; Boston Scientific Corporation; H. Lundbeck A/S; Sunovion; Washington State University; Parkinson's Foundation; Amneal Pharmaceuticals; Biogen; Pfizer; Northwestern University; F. Hoffmann-La Roche; Massachusetts General Hospital; Neuraxpharm; Teva Pharmaceutical Industries; US WorldMeds; Allergan; AstraZeneca; Eli Lilly and Company; Supernus Pharmaceuticals; AbbVie; Sanofi","keywords":"Medicine; Adverse effect; Dopaminergic; Intensive care medicine; Disease; Deep brain stimulation; Parkinson's disease; Physical medicine and rehabilitation; Internal medicine; Dopamine","authors":[{"name":"Victor S.C. Fung","is_ca":false},{"name":"Jason Aldred","is_ca":false},{"name":"Martha P. Arroyo","is_ca":false},{"name":"Filip Bergquist","is_ca":false},{"name":"Agnita J.W. Boon","is_ca":false},{"name":"Manon Bouchard","is_ca":true},{"name":"Sarah Bray","is_ca":false},{"name":"Sara Dhanani","is_ca":false},{"name":"Maurizio Facheris","is_ca":false},{"name":"Nahome Fisseha","is_ca":false},{"name":"Eric Freire-Álvarez","is_ca":false},{"name":"Robert A. Hauser","is_ca":false},{"name":"Anna Jeong","is_ca":false},{"name":"Jia Jia","is_ca":false},{"name":"Pavnit Kukreja","is_ca":false},{"name":"Michael J. Soileau","is_ca":false},{"name":"Amy M. Spiegel","is_ca":false},{"name":"Saritha Talapala","is_ca":false},{"name":"Arjun Tarakad","is_ca":false},{"name":"Enrique Urrea‐Mendoza","is_ca":false},{"name":"Jorge Zamudio","is_ca":false},{"name":"Rajesh Pahwa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02982233691540017,"gpt":0.3244813869106378,"spread":0.2946590499952377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00298286,0.0003292161,0.001034188,0.000682632,0.0002012095,0.001154737,0.000681726,0.001042599,0.001370716],"category_scores_gemma":[0.004906733,0.0001553506,0.001053491,0.000494905,0.0005012436,0.00121933,0.0003125923,0.001790659,0.0004945829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000837362,"about_ca_system_score_gemma":0.001777302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063891,"about_ca_topic_score_gemma":0.002904994,"domain_scores_codex":[0.9987705,0.0004719268,0.0003263798,0.00009493186,0.0002980419,0.00003817876],"domain_scores_gemma":[0.9968089,0.001918712,0.0006566296,0.0000534472,0.000467233,0.00009498345],"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":[0.0006243485,0.0000986017,0.0006096721,0.02442276,0.0002609385,0.0006355234,0.0001302455,0.0005017392,0.002134134,0.002511349,0.01578707,0.9522836],"study_design_scores_gemma":[0.001207035,0.003714747,0.008675744,0.08325406,0.002534298,0.01342422,0.0005045455,0.002051194,0.004549202,0.008498902,0.8714271,0.0001589926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.001398093,0.9915968,0.001191548,0.003603014,0.0002899588,0.00005509653,0.00003447668,0.00002342082,0.001807649],"genre_scores_gemma":[0.0257836,0.960705,0.007335356,0.003770007,0.001254619,0.000189985,0.0000958236,0.00001746994,0.0008481542],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00298286,"threshold_uncertainty_score":0.01577502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165543997","doi":"10.1016/j.prdoa.2021.100094","title":"Video-based Parkinson’s disease assessments in a nationwide cohort of Fox Insight participants","year":2021,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; University of California, Irvine; National Institutes of Health; Shire; American Neurological Association; Burroughs Wellcome Fund; American Academy of Neurology; Sunovion; Davis Phinney Foundation; AbbVie; Patient-Centered Outcomes Research Institute; ACADIA Pharmaceuticals; Roche; CHDI Foundation; U.S. Department of Defense; Sanofi; Parkinsonfonden; Stanford University; Biogen; Pfizer; Alzheimer's Drug Discovery Foundation; Michael J. Fox Foundation for Parkinson's Research; International Parkinson and Movement Disorder Society; U.S. Food and Drug Administration; University of Michigan","keywords":"Medicine; Cohort; Cohort study; Observational study; Clinical trial; Prospective cohort study; Family medicine; Computer-assisted web interviewing; Disease; Physical therapy; Pathology","authors":[{"name":"Taylor Myers","is_ca":false},{"name":"Christopher G. Tarolli","is_ca":false},{"name":"Jamie Adams","is_ca":false},{"name":"Richard L. Barbano","is_ca":false},{"name":"María Cristina Gil-Díaz","is_ca":false},{"name":"Kelsey L. Spear","is_ca":false},{"name":"Jill Lowell","is_ca":false},{"name":"Margaret Daeschler","is_ca":false},{"name":"Lindsey Riley","is_ca":false},{"name":"Ninad Amondikar","is_ca":false},{"name":"Peggy Auinger","is_ca":false},{"name":"Connie Marras","is_ca":true},{"name":"Caroline M. Tanner","is_ca":false},{"name":"E. Ray Dorsey","is_ca":false},{"name":"Ruth B. Schneider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03896750163125961,"gpt":0.3658384756071625,"spread":0.3268709739759029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001307312,0.0002756234,0.0002321785,0.0008700734,0.0008408561,0.0006295177,0.000495281,0.0005311936,0.001866722],"category_scores_gemma":[0.003182887,0.0002223413,0.0003216833,0.0005613225,0.0003213066,0.0007639745,0.001295403,0.0003449173,0.000373553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005188652,"about_ca_system_score_gemma":0.0005719676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03288208,"about_ca_topic_score_gemma":0.04787491,"domain_scores_codex":[0.9995794,0.000115081,0.00002705367,0.0001052083,0.00008950246,0.00008376891],"domain_scores_gemma":[0.998743,0.0001811023,0.0004611736,0.00009117032,0.000267179,0.0002565012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002207015,0.0001594646,0.9931211,0.00002029034,0.00002237365,0.0001822145,0.001677238,0.00001524613,0.0005530664,0.00002116005,0.000411046,0.003596095],"study_design_scores_gemma":[0.0000221382,0.0002725226,0.9970695,0.00002727105,0.00001682691,0.0002224876,0.001747533,0.0001323673,0.00006688545,0.0000239909,0.0003912458,0.000007125213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991633,0.00003967258,0.00006836416,0.00003891745,0.000002735928,0.00004137995,0.0003209355,0.000003346858,0.0003214238],"genre_scores_gemma":[0.9980324,0.00009433737,0.0003174675,0.0000938365,0.000007384509,0.00012618,0.00095348,0.000003528969,0.000371479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03288208,"threshold_uncertainty_score":0.06538135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388210879","doi":"10.1016/j.prdoa.2023.100228","title":"Screening cut-off scores for clinically significant fatigue in early Parkinson’s disease","year":2023,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Physical therapy; Depression (economics); Receiver operating characteristic; Internal medicine; Cognitive impairment; Disease","authors":[{"name":"Asenath X. A. Huether","is_ca":false},{"name":"Todd J. Pottinger","is_ca":false},{"name":"Jau‐Shin Lou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06155713724096636,"gpt":0.364149352060372,"spread":0.3025922148194056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003464344,0.0007196722,0.0005771134,0.002021958,0.0003744631,0.000573422,0.0005299943,0.0008114722,0.001284348],"category_scores_gemma":[0.00788005,0.0001718294,0.0005922709,0.0005642435,0.0002928801,0.0003759174,0.0005466383,0.0005677655,0.0003359005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004413993,"about_ca_system_score_gemma":0.0004469238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683048,"about_ca_topic_score_gemma":0.003732908,"domain_scores_codex":[0.9988155,0.0004188791,0.0002240181,0.0001093681,0.0002787222,0.0001535702],"domain_scores_gemma":[0.995397,0.001728527,0.001322391,0.00009414436,0.0009601186,0.0004978043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004951463,0.0001356401,0.9830651,0.00006767888,0.00004881999,0.000101369,0.0001713628,0.0001293113,0.0004431145,0.00003083602,0.0007301875,0.01458135],"study_design_scores_gemma":[0.00004915374,0.0004869993,0.9975858,0.00004846756,0.0000365102,0.0003795793,0.0001730862,0.0005262336,0.0003124266,0.00008932531,0.0003021865,0.00001030491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972588,0.000590688,0.000487787,0.00009060938,0.00003131165,0.00009798154,0.0004025195,0.00001670157,0.001023605],"genre_scores_gemma":[0.9972186,0.0001105641,0.001721406,0.00003174812,0.00001224332,0.000121543,0.0006481374,0.000001957718,0.0001337732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003464344,"threshold_uncertainty_score":0.01832139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004439960","doi":"10.1016/j.prdoa.2020.100043","title":"Burst spinal cord stimulation for pain and motor function in Parkinson's disease: A case series","year":2020,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Pain Management and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Center of Neurology and Psychiatry","keywords":"McGill Pain Questionnaire; Medicine; Deep brain stimulation; Physical medicine and rehabilitation; Rating scale; Parkinson's disease; Chronic pain; Visual analogue scale; Stimulation; Complex regional pain syndrome; Neuropathic pain; Physical therapy; Anesthesia; Disease; Psychology; Internal medicine","authors":[{"name":"Yoshihiko Furusawa","is_ca":false},{"name":"Ayano Matsui","is_ca":false},{"name":"Kei Kobayashi-Noami","is_ca":false},{"name":"Yuriko Kojima","is_ca":false},{"name":"Ayaka Tsubouchi","is_ca":false},{"name":"Daisuke Todoroki","is_ca":false},{"name":"Kyoko Abe","is_ca":false},{"name":"Tasuku Ishihara","is_ca":false},{"name":"Noriko Nishikawa","is_ca":false},{"name":"Takashi Sakamoto","is_ca":false},{"name":"Yuji Takahashi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03880243118724711,"gpt":0.3295903338565579,"spread":0.2907879026693109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003012998,0.001980553,0.001411485,0.002439596,0.002933544,0.001255775,0.001351727,0.005105258,0.001917331],"category_scores_gemma":[0.002151083,0.0009910776,0.001270041,0.002051574,0.001722531,0.001337865,0.001697477,0.00235325,0.0007954987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201516,"about_ca_system_score_gemma":0.0008517202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002258942,"about_ca_topic_score_gemma":0.003394915,"domain_scores_codex":[0.9993266,0.00006979018,0.0001094118,0.0001517644,0.0001341824,0.00020838],"domain_scores_gemma":[0.9986879,0.0003242241,0.0003400407,0.0001227622,0.00008005968,0.0004451051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002221737,0.00004389823,0.007821208,0.00004193671,0.00001648249,0.9897019,0.0002083603,0.00007881444,0.0004348823,0.00005607975,0.0001709171,0.001403504],"study_design_scores_gemma":[0.000008965053,0.00006050352,0.004300376,0.00001639425,0.0000131431,0.9949362,0.00008700409,0.0001672499,0.0001295932,0.00005099034,0.0002210996,0.000008375337],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811603,0.009015085,0.003661785,0.001311383,0.0002337691,0.0001972122,0.000162274,0.0001046747,0.004153457],"genre_scores_gemma":[0.9962831,0.001523071,0.000779344,0.0003979854,0.0003129926,0.00003523152,0.00006720473,0.00001163795,0.000589454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005105258,"threshold_uncertainty_score":0.008717597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035281796","doi":"10.1016/j.prdoa.2020.100063","title":"Impact of abobotulinumtoxinA on the clinical features of cervical dystonia in routine practice","year":2020,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ipsen","keywords":"Observational study; Cervical dystonia; Medicine; Randomized controlled trial; Spasmodic Torticollis; Population; Physical therapy; Botulinum toxin; Rating scale; Clinical trial; Dystonia; Internal medicine; Psychology; Surgery; Psychiatry","authors":[{"name":"Richard Trosch","is_ca":false},{"name":"V.P. Misra","is_ca":false},{"name":"Pascal Maisonobe","is_ca":false},{"name":"Savary Om","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05187314648532213,"gpt":0.3960219618148531,"spread":0.344148815329531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01427458,0.001136195,0.005950056,0.001630007,0.0004033644,0.002001527,0.0009396161,0.001603905,0.001374732],"category_scores_gemma":[0.02389543,0.0007163522,0.02002576,0.002134914,0.00053881,0.0007759313,0.000758498,0.001268578,0.0001157105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230276,"about_ca_system_score_gemma":0.001060202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005302541,"about_ca_topic_score_gemma":0.007599365,"domain_scores_codex":[0.9884483,0.006844779,0.002143813,0.00135272,0.0009676811,0.000242726],"domain_scores_gemma":[0.9848303,0.01098786,0.002698944,0.0006919563,0.0005920522,0.0001989262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.01407473,0.00008990912,0.03755234,0.03018888,0.8911347,0.00009214314,0.00007117059,0.001392805,0.000623434,0.0001303005,0.0004830205,0.02416659],"study_design_scores_gemma":[0.003743283,0.002250569,0.06664068,0.004261259,0.918963,0.0001791301,0.00007354107,0.0008606801,0.0004907398,0.000398747,0.002107344,0.00003098098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1281906,0.8671489,0.001194234,0.0007464223,0.0003798547,0.0001881082,0.0009646774,0.00004384884,0.001143271],"genre_scores_gemma":[0.9280057,0.06884602,0.001236474,0.0007269339,0.0001738489,0.0001602895,0.0006084073,0.00001999229,0.0002223352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01427458,"threshold_uncertainty_score":0.07549208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285604504","doi":"10.1016/j.prdoa.2022.100155","title":"Imaging pathological tau in atypical parkinsonisms: A review","year":2022,"lang":"en","type":"review","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; Ontario Brain Institute; Centre for Addiction and Mental Health; University of Toronto","funders":"Institute of Nutrition, Metabolism and Diabetes; Canadian Institutes of Health Research; F. Hoffmann-La Roche","keywords":"Progressive supranuclear palsy; Corticobasal degeneration; Tau pathology; Positron emission tomography; Medicine; Neuroscience; Pet imaging; Neuroimaging; White matter; Psychology; Disease; Pathology; Alzheimer's disease; Magnetic resonance imaging; Radiology","authors":[{"name":"Anastassia M. Mena","is_ca":true},{"name":"Antonio P. Strafella","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07135101839908387,"gpt":0.3997999362982537,"spread":0.3284489178991698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008697792,0.001005154,0.001864981,0.005457574,0.0003008079,0.00117965,0.001238971,0.001437581,0.002118409],"category_scores_gemma":[0.0014475,0.0004417238,0.0008638416,0.003988139,0.0006381132,0.001985295,0.0006377456,0.001160357,0.0011883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000576858,"about_ca_system_score_gemma":0.001249904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001717394,"about_ca_topic_score_gemma":0.001929478,"domain_scores_codex":[0.9996579,0.00005347644,0.0001092745,0.00007075342,0.00008633604,0.00002229185],"domain_scores_gemma":[0.9989482,0.0005648183,0.0001825665,0.0000208995,0.0002256395,0.00005796384],"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":[0.0001247555,0.00009143398,0.0008445707,0.05802288,0.0002543156,0.0008247368,0.0001526479,0.0003983964,0.001901598,0.001050832,0.02405726,0.9122766],"study_design_scores_gemma":[0.00005132099,0.0003933024,0.006505899,0.03841227,0.001459342,0.01792797,0.0002910517,0.0004538386,0.001544701,0.002155207,0.9307046,0.0001005102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001336514,0.9992632,0.000107344,0.0001122493,0.00009331848,0.000004764299,0.00001490994,0.000005455492,0.000265116],"genre_scores_gemma":[0.0006599252,0.9986635,0.0002357702,0.0001347503,0.0001685637,0.000007430079,0.00003180828,0.000001659034,0.00009653896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005457574,"threshold_uncertainty_score":0.007086754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3167788278","doi":"10.1016/j.prdoa.2021.100096","title":"Non-pharmacologic interventions to treat apathy in Parkinson’s disease: A realist review","year":2021,"lang":"en","type":"review","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; Ontario Brain Institute; University of Calgary; Alberta Health Services; Health Sciences Centre","funders":"Alberta Innovates","keywords":"Apathy; Psychological intervention; Context (archaeology); Mindfulness; Psychology; Clinical psychology; Parkinson's disease; Disease; Medicine; Psychotherapist; Physical medicine and rehabilitation; Psychiatry; Cognition","authors":[{"name":"Bria Mele","is_ca":true},{"name":"Zahinoor Ismail","is_ca":true},{"name":"Zahra Goodarzi","is_ca":true},{"name":"Tamara Pringsheim","is_ca":true},{"name":"Grace Lew","is_ca":true},{"name":"Jayna Holroyd‐Leduc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0947012396299768,"gpt":0.4429509208294914,"spread":0.3482496811995147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007016442,0.001364591,0.004719739,0.006840514,0.0008233198,0.003905643,0.002271008,0.003463735,0.00461877],"category_scores_gemma":[0.03339493,0.0009079712,0.005407897,0.005400394,0.0009262092,0.002608486,0.001561259,0.002294711,0.0005176471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003863964,"about_ca_system_score_gemma":0.009835005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004481634,"about_ca_topic_score_gemma":0.01191092,"domain_scores_codex":[0.9939682,0.002359859,0.001727354,0.0004180645,0.001327083,0.0001994165],"domain_scores_gemma":[0.9675978,0.02634878,0.003140019,0.0003549967,0.00232293,0.0002354818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002079846,0.00005662454,0.0002680871,0.8389582,0.002595001,0.0001250254,0.0003914924,0.0001296621,0.0001768988,0.0007977595,0.00383508,0.1524582],"study_design_scores_gemma":[0.0001386069,0.0001813789,0.001000344,0.9429346,0.009372365,0.0003698972,0.0003083138,0.00006491401,0.0001256175,0.0006079948,0.0448728,0.0000233115],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001915847,0.9988361,0.00006804607,0.0003553895,0.0001609271,0.00008683666,0.00003119059,0.000002907215,0.000267074],"genre_scores_gemma":[0.002964562,0.9954709,0.0003827435,0.0006618995,0.0001246649,0.0002341587,0.00004656502,0.000002275452,0.0001122772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007016442,"threshold_uncertainty_score":0.03710687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221119163","doi":"10.1016/j.prdoa.2022.100142","title":"Efficacy and safety of two incobotulinumtoxinA injection intervals in cervical dystonia patients with inadequate benefit from standard injection intervals of botulinum toxin: Phase 4, open-label, randomized, noninferiority study","year":2022,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cervical dystonia; FLEX; Medicine; Clinical endpoint; Spasmodic Torticollis; Adverse effect; Botulinum toxin; Randomized controlled trial; Confidence interval; Anesthesia; Clinical trial; Surgery; Internal medicine; Torticollis","authors":[{"name":"Cynthia Comella","is_ca":false},{"name":"Robert A. Hauser","is_ca":false},{"name":"Stuart Isaacson","is_ca":false},{"name":"Daniel Truong","is_ca":false},{"name":"Odinachi Oguh","is_ca":false},{"name":"Jennifer Hui","is_ca":false},{"name":"Eric Molho","is_ca":false},{"name":"Matthew Brodsky","is_ca":false},{"name":"Erin Furr‐Stimming","is_ca":false},{"name":"Georg Comes","is_ca":false},{"name":"Michael A. Hast","is_ca":false},{"name":"David Charles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02654894318468857,"gpt":0.3493049145548522,"spread":0.3227559713701637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002084982,0.001407362,0.00208755,0.0006055788,0.0004822508,0.0007987482,0.0007981768,0.001595832,0.003278592],"category_scores_gemma":[0.001871472,0.0007271376,0.001294342,0.0003523781,0.001283032,0.001084069,0.0003906887,0.001651921,0.0005135938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204058,"about_ca_system_score_gemma":0.001311532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006575828,"about_ca_topic_score_gemma":0.001467836,"domain_scores_codex":[0.9988915,0.0005199985,0.00009243681,0.0001631505,0.0001318242,0.0002011048],"domain_scores_gemma":[0.9987484,0.0003075024,0.0003593622,0.00008506471,0.0000797026,0.0004200126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9214188,0.03686959,0.003947473,0.0002930961,0.0004742371,0.00006338389,0.00009703243,0.0003536294,0.01190047,0.00006864192,0.0003238538,0.02418974],"study_design_scores_gemma":[0.4347682,0.5552226,0.007732054,0.00001639897,0.000215674,0.00005058907,0.00003346002,0.0003933028,0.001185631,0.00005864542,0.0003024799,0.00002096398],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997978,0.0004263982,0.0001427688,0.00005497488,0.00004441802,0.0008972537,0.0001253481,0.0000169717,0.0003138491],"genre_scores_gemma":[0.9955868,0.0003653115,0.0007584833,0.0002295949,0.0001582046,0.002054606,0.0002994882,0.000005734677,0.0005417375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003278592,"threshold_uncertainty_score":0.01102656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967195953","doi":"10.1016/j.prdoa.2019.07.008","title":"The experience of off periods: Qualitative analysis of interviews with persons with Parkinson's and carepartners","year":2019,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University Health Network; Toronto Western Hospital","funders":"Michael J. Fox Foundation for Parkinson's Research","keywords":"Parkinson's disease; Psychology; Qualitative research; Gerontology; Sociology; Medicine; Social science; Internal medicine","authors":[{"name":"Melissa J. Armstrong","is_ca":false},{"name":"Tara Rastgardani","is_ca":true},{"name":"Anna R. Gagliardi","is_ca":true},{"name":"Connie Marras","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02580150136611209,"gpt":0.3716536345561113,"spread":0.3458521331899992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009682192,0.0006390136,0.000644962,0.001536132,0.006423213,0.003588862,0.00145582,0.001492884,0.00228932],"category_scores_gemma":[0.01554668,0.0005853647,0.000428165,0.001445679,0.007290071,0.003890045,0.005947034,0.002215058,0.0002841387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004116172,"about_ca_system_score_gemma":0.003546748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00907555,"about_ca_topic_score_gemma":0.01157615,"domain_scores_codex":[0.9916179,0.006165752,0.0003172166,0.0003701874,0.0004392703,0.001089783],"domain_scores_gemma":[0.982887,0.01264717,0.001592919,0.000306415,0.0009878443,0.001578687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003766798,0.00001309733,0.001736453,0.00007913477,0.000002272159,0.0003711203,0.9954923,0.00001159921,0.0003845477,0.0002443956,0.0001817351,0.001445537],"study_design_scores_gemma":[0.00000215889,0.00002295405,0.001303765,0.00009147026,0.000002221999,0.0001464005,0.9964302,0.00001625286,0.0001129004,0.00008759532,0.001779135,0.000004964473],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910675,0.0008694622,0.001443345,0.001313673,0.00004539587,0.0001864631,0.000215498,0.00001273231,0.004845893],"genre_scores_gemma":[0.9963492,0.0006775218,0.0005626498,0.000437856,0.00001509382,0.0002380199,0.00009289067,0.00001487104,0.001611826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009682192,"threshold_uncertainty_score":0.05120492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3116856166","doi":"10.1016/j.prdoa.2020.100086","title":"Table tennis for patients with Parkinson’s disease: A single-center, prospective pilot study","year":2020,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Apathy; Montreal Cognitive Assessment; Physical therapy; Parkinson's disease; Rating scale; Medicine; Depression (economics); Prospective cohort study; Psychology; Disease; Physical medicine and rehabilitation; Cognitive impairment; Internal medicine","authors":[{"name":"Kenichi Inoue","is_ca":false},{"name":"Shinsuke Fujioka","is_ca":false},{"name":"Koichi Nagaki","is_ca":false},{"name":"Midori Suenaga","is_ca":false},{"name":"Kazuki Kimura","is_ca":false},{"name":"Yonekura Yukiko","is_ca":false},{"name":"Yoshiki Yamaguchi","is_ca":false},{"name":"Kosuke Kitano","is_ca":false},{"name":"Ritsuko Imamura","is_ca":false},{"name":"Yoshinari Uehara","is_ca":false},{"name":"Hitoshi Kikuchi","is_ca":false},{"name":"Yoichi Matsunaga","is_ca":false},{"name":"Yoshio Tsuboi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04896584013510452,"gpt":0.3569896805308519,"spread":0.3080238403957474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270736,0.0008231194,0.001210981,0.0004399895,0.0009581745,0.0006113452,0.0003841534,0.0008910741,0.002985825],"category_scores_gemma":[0.00136752,0.0004796652,0.0008313638,0.000607165,0.0006078418,0.0007722048,0.0003763956,0.0006839412,0.0007350312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415584,"about_ca_system_score_gemma":0.0007653463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858415,"about_ca_topic_score_gemma":0.002875474,"domain_scores_codex":[0.9994873,0.0002152735,0.00004492428,0.0001140199,0.00006062277,0.00007783865],"domain_scores_gemma":[0.9989707,0.0002268266,0.0002151766,0.0000903205,0.0001304959,0.0003663633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07562103,0.05748669,0.8256871,0.0005579351,0.001004874,0.002532234,0.001614835,0.0003141877,0.006310303,0.00005516571,0.0009678298,0.02784795],"study_design_scores_gemma":[0.01586122,0.244432,0.7344211,0.00005322282,0.0005142979,0.00181834,0.0007813615,0.0004923525,0.0004066175,0.00005887982,0.001106357,0.00005411873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990096,0.000258022,0.00008263136,0.00002804998,0.0000111583,0.0002672764,0.000117203,0.000005213227,0.0002208043],"genre_scores_gemma":[0.9982972,0.0002781653,0.0002962664,0.0001308299,0.00005130894,0.0003166378,0.0003554224,0.00000236672,0.0002718703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002985825,"threshold_uncertainty_score":0.009988606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403600649","doi":"10.1016/j.prdoa.2024.100277","title":"Coupling neurologic music therapy with immersive virtual reality to improve executive functions in individuals with Parkinson’s disease: A Quasi-Randomized Clinical Trial","year":2024,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Music Therapy and Health","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute","funders":"Ministero della Salute","keywords":"Music therapy; Randomized controlled trial; Parkinson's disease; Disease; Virtual reality; Physical medicine and rehabilitation; Coupling (piping); Psychology; Medicine; Physical therapy; Psychotherapist; Human–computer interaction; Computer science; Surgery; Pathology; Engineering","authors":[{"name":"Federica Impellizzeri","is_ca":false},{"name":"Maria Grazia Maggio","is_ca":false},{"name":"Paolo De Pasquale","is_ca":false},{"name":"Mirjam Bonanno","is_ca":false},{"name":"Lilla Bonanno","is_ca":false},{"name":"Rosaria De Luca","is_ca":false},{"name":"Giuseppe Paladina","is_ca":false},{"name":"Angela Alibrandi","is_ca":false},{"name":"Demetrio Milardi","is_ca":false},{"name":"Michael H. Thaut","is_ca":true},{"name":"Corene Hurt","is_ca":true},{"name":"Angelo Quartarone","is_ca":false},{"name":"Rocco Salvatore Calabrò","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06343947905962428,"gpt":0.3923020933862725,"spread":0.3288626143266482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002844722,0.001898288,0.00439995,0.0008036248,0.0008075866,0.001098748,0.001250237,0.002442221,0.008977883],"category_scores_gemma":[0.002321525,0.0008639679,0.002372958,0.0005881349,0.001641851,0.001088663,0.0007766197,0.001592435,0.001098493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007489246,"about_ca_system_score_gemma":0.001450437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009730161,"about_ca_topic_score_gemma":0.001580878,"domain_scores_codex":[0.9983081,0.00078818,0.0001910294,0.0003399245,0.0001550696,0.0002177546],"domain_scores_gemma":[0.9984162,0.0004520031,0.0003553004,0.0001750614,0.0001786174,0.0004227971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9489712,0.03758959,0.0003218227,0.0009413571,0.0007441245,0.00002884545,0.00006180922,0.0001177558,0.001811643,0.00006682693,0.0001845937,0.009160468],"study_design_scores_gemma":[0.783163,0.2142691,0.001225013,0.00005040476,0.0004397954,0.00001160746,0.00003488353,0.0001925437,0.0002649076,0.00006293688,0.0002734901,0.00001241308],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695504,0.003269791,0.001198786,0.0003304218,0.0008938301,0.02287049,0.0005434518,0.0001062562,0.001236728],"genre_scores_gemma":[0.9394626,0.002679603,0.005401209,0.000742499,0.000923781,0.04710789,0.000571244,0.00001890606,0.003092242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008977883,"threshold_uncertainty_score":0.03003401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006114524","doi":"10.1016/j.prdoa.2020.100042","title":"Differences in performance on English and Hebrew versions of the MoCA in Parkinson's patients","year":2020,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institutes of Health; Michael J. Fox Foundation for Parkinson's Research","keywords":"Hebrew; Montreal Cognitive Assessment; Comparability; Rating scale; Psychology; Cognition; Linguistics; Medicine; Psychiatry; Mathematics; Developmental psychology; Cognitive impairment; Philosophy","authors":[{"name":"Yaqian Xu","is_ca":false},{"name":"Anat Mirelman","is_ca":false},{"name":"Rachel Saunders‐Pullman","is_ca":false},{"name":"Helen Mejia‐Santana","is_ca":false},{"name":"Elise Caccappolo","is_ca":false},{"name":"Deborah Raymond","is_ca":false},{"name":"Nir Giladi","is_ca":false},{"name":"Susan Bressman","is_ca":false},{"name":"Karen Marder","is_ca":false},{"name":"Roy N. Alcalay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02294687577743192,"gpt":0.2655804711162378,"spread":0.2426335953388059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105957,0.0003915603,0.0004558146,0.001245795,0.0004613153,0.0009256887,0.0002729781,0.0004601116,0.002323406],"category_scores_gemma":[0.005209852,0.0001485906,0.0002937056,0.0007578741,0.00039411,0.0007066847,0.0005206014,0.0003280084,0.0006327967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005015573,"about_ca_system_score_gemma":0.0002508314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01333779,"about_ca_topic_score_gemma":0.01983625,"domain_scores_codex":[0.9993833,0.0001799722,0.00009779581,0.0001491722,0.00009826644,0.00009140941],"domain_scores_gemma":[0.998301,0.0005476806,0.0005097808,0.00009916113,0.0003347707,0.0002076463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008974184,0.00009285499,0.9921991,0.00001811278,0.0001369693,0.0002112251,0.000945832,0.00007086647,0.0007083461,0.00006024594,0.0002031771,0.004455799],"study_design_scores_gemma":[0.00001754489,0.0001309597,0.9992104,0.000004766356,0.00001399986,0.0001227082,0.0002549622,0.00006119716,0.00004844035,0.00004251068,0.0000880997,0.000004500214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998941,0.000100952,0.00002741732,0.00001891329,0.000004649072,0.000004014276,0.0001544876,0.000001548651,0.0007470388],"genre_scores_gemma":[0.9989704,0.00005151063,0.00003812723,0.00002639838,0.000005890695,0.000006711923,0.0003576494,0.000002907428,0.0005405514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333779,"threshold_uncertainty_score":0.02652031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312054180","doi":"10.1016/j.prdoa.2022.100182","title":"Aberrant corticospinal tract characteristics in prodromal PD: A diffusion tensor imaging study","year":2022,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Dalhousie University","funders":"Department of Trade and Industry; Canadian Institutes of Health Research; Dalhousie University; Parkinson Society Canada","keywords":"Hyposmia; Diffusion MRI; Medicine; REM sleep behavior disorder; Internal medicine; Pathology; Disease; Parkinson's disease; Magnetic resonance imaging; Radiology","authors":[{"name":"Laura Pimer","is_ca":true},{"name":"Ronald A. Leslie","is_ca":true},{"name":"Gosia Phillips","is_ca":true},{"name":"Aaron J. Newman","is_ca":true},{"name":"Benjamin Rusak","is_ca":true},{"name":"Tyler Rolheiser","is_ca":true},{"name":"Kerrie Schoffer","is_ca":true},{"name":"M. Naeem Khan","is_ca":true},{"name":"J. Roger McKelvey","is_ca":true},{"name":"H.A. Robertson","is_ca":true},{"name":"Kimberley P. Good","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02082974977762556,"gpt":0.3194547295986962,"spread":0.2986249798210706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004278904,0.0005636815,0.0002817062,0.001231066,0.0004500772,0.0003267755,0.0002043334,0.0004114629,0.001482859],"category_scores_gemma":[0.001093967,0.0002896738,0.0002158873,0.0004982786,0.0003828612,0.0003789478,0.0004149826,0.0002887741,0.0002928595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003254368,"about_ca_system_score_gemma":0.0003047051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922074,"about_ca_topic_score_gemma":0.003403377,"domain_scores_codex":[0.9999024,0.00001527958,0.00001805732,0.00003344101,0.00001795753,0.00001288745],"domain_scores_gemma":[0.9994196,0.00007866498,0.0002647093,0.00003361334,0.00007354667,0.0001299234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005380173,0.0001300889,0.9879539,0.00003692541,0.00005285241,0.004037289,0.0004408444,0.00007920169,0.004696315,0.00003774293,0.00007848362,0.001918381],"study_design_scores_gemma":[0.00002120912,0.0003623004,0.9934751,0.000008388583,0.00002833218,0.005403697,0.0001780093,0.0001645061,0.0002110585,0.00003441461,0.000108947,0.000004022269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999559,0.0001050548,0.00006117451,0.00001618234,0.000001227926,0.00001112264,0.00006558906,0.00000149728,0.0001791821],"genre_scores_gemma":[0.9995851,0.00005747161,0.0001368397,0.000008007686,0.000004411637,0.000006173938,0.0001242264,9.12344e-7,0.00007687668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002922074,"threshold_uncertainty_score":0.005810082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209085089","doi":"10.1016/j.prdoa.2021.100114","title":"Hereditary spastic paraplegia initially diagnosed as cerebral palsy","year":2021,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Hereditary Neurological Disorders","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Alberta Children's Hospital; University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta","keywords":"Medicine; Hereditary spastic paraplegia; Pediatrics; Spasticity; Family history; Spastic diplegia; Cohort; Cerebral palsy; Exome sequencing; Etiology; Spastic; Genetic testing; Physical therapy; Pathology; Internal medicine; Genetics; Biology; Mutation","authors":[{"name":"Oksana Suchowersky","is_ca":true},{"name":"Setareh Ashtiani","is_ca":true},{"name":"Ping-Yee Billie Au","is_ca":true},{"name":"Scott McLeod","is_ca":true},{"name":"Mehrdad A. Estiar","is_ca":true},{"name":"Ziv Gan‐Or","is_ca":true},{"name":"Guy A. Rouleau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04431330349006506,"gpt":0.3241162819971529,"spread":0.2798029785070879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001622646,0.00044202,0.0003594817,0.0008626443,0.001002108,0.0006067883,0.000337678,0.0002821204,0.001176239],"category_scores_gemma":[0.001216072,0.0001994205,0.0001396642,0.0008367323,0.0005757992,0.0002053949,0.000429575,0.0003264551,0.0001923109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006043406,"about_ca_system_score_gemma":0.001031367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04231232,"about_ca_topic_score_gemma":0.06262674,"domain_scores_codex":[0.9997545,0.00002074394,0.0000156008,0.00005906882,0.00008629754,0.00006383027],"domain_scores_gemma":[0.9993825,0.0001097819,0.0002151062,0.00002598912,0.00009613587,0.0001704232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00006129953,0.00003711832,0.973153,0.00001101366,0.00001462745,0.02080754,0.0003790189,0.00005837021,0.001472518,0.00003666811,0.0002950689,0.003673714],"study_design_scores_gemma":[0.000008533632,0.0001338343,0.9285643,0.00002144036,0.00002637367,0.06944127,0.0005760763,0.0001880402,0.0004650396,0.00004200886,0.0005248777,0.000008281942],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986303,0.0001504465,0.00007078356,0.00002081513,0.000003066691,0.00001121525,0.000107701,0.000007383769,0.0009983097],"genre_scores_gemma":[0.9991605,0.0001958783,0.0001318718,0.00004151716,0.000008122816,0.000005393456,0.0002608745,0.000003222239,0.0001926768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04231232,"threshold_uncertainty_score":0.08413208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289641567","doi":"10.1016/j.prdoa.2022.100158","title":"Cognitive correlates of dual tasking costs on the timed up and go test in Parkinson disease","year":2022,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; International Parkinson and Movement Disorder Society; U.S. Department of Veterans Affairs","keywords":"Parkinson's disease; Test (biology); Timed Up and Go test; Cognition; Disease; Human multitasking; Psychology; Dual (grammatical number); Trail Making Test; Cognitive psychology; Physical medicine and rehabilitation; Medicine; Cognitive impairment; Neuroscience; Internal medicine","authors":[{"name":"Ashley Harrie","is_ca":false},{"name":"Benjamin M. Hampstead","is_ca":false},{"name":"Cate Lewis","is_ca":false},{"name":"Emily Herreshoff","is_ca":false},{"name":"Vikas Kotagal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.032943832609718,"gpt":0.3703999417020322,"spread":0.3374561090923142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006044011,0.0005864992,0.0004483477,0.001293403,0.0003961967,0.0006736164,0.0003607798,0.0006199955,0.001280883],"category_scores_gemma":[0.003116965,0.0001815351,0.000304254,0.0008530798,0.0003505009,0.0004106598,0.0007161819,0.0006256468,0.0001767365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003435305,"about_ca_system_score_gemma":0.0001975371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003826366,"about_ca_topic_score_gemma":0.004071969,"domain_scores_codex":[0.9997009,0.0000497721,0.00004824362,0.00007988176,0.0000857199,0.00003551286],"domain_scores_gemma":[0.9970819,0.0004141758,0.00174245,0.0001190064,0.0003553508,0.000286971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002540868,0.00006033594,0.9980968,0.00001145397,0.00004858696,0.00009535536,0.00003901582,0.00006752679,0.0002530342,0.000008246226,0.00003294287,0.00103257],"study_design_scores_gemma":[0.000003102786,0.00009391004,0.9994844,0.000002460006,0.00001158907,0.0001986508,0.00002925323,0.00008799756,0.00004111862,0.00001824207,0.00002710693,0.000002047697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992194,0.0001529866,0.00005389854,0.00001208547,0.000002430094,0.000008625855,0.0002462656,0.000002631946,0.0003017148],"genre_scores_gemma":[0.9994829,0.0000321558,0.00008974124,0.000008395944,0.000004094581,0.000009268415,0.0002804493,0.000001225546,0.00009186921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003826366,"threshold_uncertainty_score":0.007608235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007965913","doi":"10.1016/j.prdoa.2020.100044","title":"Comorbid neuropsychiatric and autonomic features in REM sleep behavior disorder","year":2020,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"REM sleep behavior disorder; Cohort; Mood; Medicine; Montreal Cognitive Assessment; Polysomnogram; Rapid eye movement sleep; Quality of life (healthcare); Pediatrics; Psychiatry; Depression (economics); Disease; Cognition; Polysomnography; Internal medicine; Parkinson's disease; Cognitive impairment; Electroencephalography","authors":[{"name":"Daniel A. Barone","is_ca":false},{"name":"Fei Wang","is_ca":false},{"name":"Lisa Ravdin","is_ca":false},{"name":"Mary L. Vo","is_ca":false},{"name":"Andrea Lee","is_ca":false},{"name":"Harini Sarva","is_ca":false},{"name":"Natalie Hellmers","is_ca":false},{"name":"Ana C. Krieger","is_ca":false},{"name":"Claire Henchcliffe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02993045788254266,"gpt":0.3505396665709312,"spread":0.3206092086883885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004095784,0.0003423282,0.0003607043,0.0006798028,0.0005390589,0.0004112212,0.0002440698,0.0003228521,0.002212057],"category_scores_gemma":[0.001570151,0.0001443364,0.0002696102,0.0005151706,0.0002752896,0.0003250111,0.000476821,0.0003458482,0.0001848915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092385,"about_ca_system_score_gemma":0.0003098711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002912243,"about_ca_topic_score_gemma":0.007327958,"domain_scores_codex":[0.9996774,0.00006225123,0.00005882261,0.00008109372,0.00007328233,0.0000471254],"domain_scores_gemma":[0.9991429,0.0001297305,0.0005013765,0.00002981312,0.00005291065,0.0001433971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004382954,0.0000160686,0.9985864,0.000007642277,0.00001614916,0.0003864478,0.00001923336,0.0000172817,0.000254044,0.000008435183,0.00002619996,0.000618241],"study_design_scores_gemma":[0.000002969452,0.00006011129,0.9974292,0.000006744191,0.000008557869,0.002304085,0.00005018603,0.00005381157,0.00002980459,0.00001119001,0.00004207344,0.000001212263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987081,0.0003682076,0.00005078428,0.00003452279,0.000006184579,0.0000140315,0.0001759124,0.000003170544,0.0006391295],"genre_scores_gemma":[0.9995049,0.00009441522,0.00008731189,0.00002707116,0.00001545649,0.000006187836,0.0001960711,9.685351e-7,0.0000676113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002912243,"threshold_uncertainty_score":0.007400036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963623772","doi":"10.1016/j.prdoa.2019.07.003","title":"Cognitive processes that indirectly affect olfactory dysfunction in Parkinson's disease","year":2019,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Sanofi Genzyme; GE Healthcare; Allergan Foundation; Genentech; H. Lundbeck A/S; AbbVie; University of Rochester; North Carolina GlaxoSmithKline Foundation; Merck; Servier; School of Public Health, University of California Berkeley; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb; Takeda Oncology; Michael J. Fox Foundation for Parkinson's Research","keywords":"Cognition; Psychology; Audiology; Recall; Affect (linguistics); Verbal memory; Structural equation modeling; Verbal learning; Parkinson's disease; Disease; Olfactory system; Clinical psychology; Developmental psychology; Cognitive psychology; Medicine; Psychiatry; Internal medicine","authors":[{"name":"Attakias T. Mertens","is_ca":false},{"name":"Jonathan B. Santo","is_ca":false},{"name":"Katerina Markopoulou","is_ca":false},{"name":"Bruce A. Chase","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1151743864488941,"gpt":0.3177463069238788,"spread":0.2025719204749847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007776394,0.000673859,0.0002685292,0.0005781273,0.0002677094,0.0007004968,0.0002272335,0.0002892706,0.001414832],"category_scores_gemma":[0.002984908,0.0001034998,0.0003843547,0.0003585992,0.0005250583,0.0003951911,0.0006082603,0.0004903911,0.00008661512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003688573,"about_ca_system_score_gemma":0.0004251577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004182117,"about_ca_topic_score_gemma":0.006425234,"domain_scores_codex":[0.9997709,0.00008232247,0.00001968654,0.00003150855,0.00006653814,0.00002911272],"domain_scores_gemma":[0.9984682,0.000601849,0.0006480945,0.0000648104,0.0001138788,0.0001031331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004460602,0.0001603371,0.9889502,0.00004629778,0.0001470765,0.00008031125,0.0001647316,0.0003149778,0.0008040314,0.00006940648,0.00004220731,0.008774359],"study_design_scores_gemma":[0.000006943589,0.0002063998,0.9984388,0.00001032517,0.00005171405,0.0001342515,0.0000788837,0.0004339487,0.0003912206,0.0002016551,0.00004216469,0.000003693675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999356,0.0001639022,0.0000677443,0.00002432154,0.000001055414,0.000004205764,0.0000621927,0.0000019334,0.0003186352],"genre_scores_gemma":[0.9997064,0.00006391911,0.00009768657,0.000007277878,0.00000177693,0.000002120323,0.00005404668,4.912752e-7,0.000066284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004182117,"threshold_uncertainty_score":0.008315563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379741079","doi":"10.1016/j.prdoa.2023.100204","title":"Long-term effects of cognitive training in Parkinson’s disease: A randomized, controlled trial","year":2023,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Amsterdam University Medical Centers; GIESKES-STRIJBIS FONDS; ZonMw; Alzheimer's Society","keywords":"Cognition; Cognitive training; Neuropsychology; Cognitive Intervention; Randomized controlled trial; Montreal Cognitive Assessment; Neuropsychological assessment; Effects of sleep deprivation on cognitive performance; Cognitive decline; Cognitive remediation therapy; Affect (linguistics); Psychology; Neuropsychological test; Physical therapy; Medicine; Intervention (counseling); Physical medicine and rehabilitation; Clinical psychology; Dementia; Disease; Psychiatry; Cognitive impairment; Surgery; Internal medicine","authors":[{"name":"Tim D. van Balkom","is_ca":false},{"name":"Odile A. van den Heuvel","is_ca":false},{"name":"Henk W. Berendse","is_ca":false},{"name":"Ysbrand D. van der Werf","is_ca":false},{"name":"Rob H. Hagen","is_ca":false},{"name":"Tanja Berk","is_ca":false},{"name":"Chris Vriend","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02425036690503006,"gpt":0.3675715731883257,"spread":0.3433212062832956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002195311,0.001285665,0.003347872,0.0006511873,0.0007707925,0.000961179,0.001120843,0.002853187,0.00497245],"category_scores_gemma":[0.003309282,0.0006173507,0.002030308,0.0006098229,0.001102516,0.000892196,0.0005243052,0.002126519,0.0005683348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008442851,"about_ca_system_score_gemma":0.001396275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374924,"about_ca_topic_score_gemma":0.004532354,"domain_scores_codex":[0.998697,0.0006354811,0.0001611534,0.0002145791,0.000124993,0.0001667686],"domain_scores_gemma":[0.9985227,0.0005639603,0.0003420271,0.00009691062,0.0001099022,0.0003646555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9780418,0.008171957,0.000447208,0.001293137,0.001016955,0.00004001037,0.00005725867,0.0001063444,0.0008124338,0.000036093,0.0001957385,0.009781005],"study_design_scores_gemma":[0.95478,0.04188538,0.002096735,0.00009037268,0.0005912085,0.00001399161,0.00002042058,0.0001351541,0.0001506854,0.00003872495,0.0001884997,0.000008940149],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860676,0.007118781,0.0003549208,0.0004217555,0.0006467142,0.004091162,0.0003755605,0.00007125185,0.0008521706],"genre_scores_gemma":[0.9787651,0.005264203,0.001839403,0.0008371416,0.0007171824,0.009651104,0.0005333186,0.00001079549,0.002381635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00497245,"threshold_uncertainty_score":0.01663452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409841725","doi":"10.1016/j.prdoa.2025.100330","title":"Post hoc exploratory analysis of the effect of foslevodopa/foscarbidopa continuous subcutaneous infusion on nocturia in patients with Parkinson’s disease","year":2025,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cégep de Lévis","funders":"AbbVie","keywords":"Nocturia; Post-hoc analysis; Parkinson's disease; Medicine; Disease; Physical medicine and rehabilitation; Internal medicine; Urinary system","authors":[{"name":"К. Ray Chaudhuri","is_ca":false},{"name":"Manon Bouchard","is_ca":true},{"name":"Eric Freire-Álvarez","is_ca":false},{"name":"Rajesh Pahwa","is_ca":false},{"name":"Lars Bergmann","is_ca":false},{"name":"Resmi Gupta","is_ca":false},{"name":"Pavnit Kukreja","is_ca":false},{"name":"Stuart Isaacson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005303334168078154,"gpt":0.2615850959068483,"spread":0.2562817617387702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008472639,0.001580557,0.004331529,0.000499975,0.0003713922,0.0009665167,0.001004397,0.0009070932,0.00617588],"category_scores_gemma":[0.01016111,0.0005951968,0.005089071,0.0004954623,0.0008027335,0.001146245,0.000752461,0.002388259,0.0005645087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083361,"about_ca_system_score_gemma":0.002224501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040347,"about_ca_topic_score_gemma":0.002150192,"domain_scores_codex":[0.9934567,0.00369604,0.0004132549,0.001045924,0.0006131196,0.0007750661],"domain_scores_gemma":[0.9904422,0.00563087,0.001437865,0.001008624,0.0007027872,0.0007776371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9463852,0.009330826,0.005803797,0.0004959604,0.005982199,0.0001174657,0.0001880183,0.001529002,0.007443434,0.0001815562,0.001736834,0.02080567],"study_design_scores_gemma":[0.1481647,0.708541,0.1118844,0.0000978012,0.008875334,0.0001429668,0.0002292485,0.00958292,0.008684397,0.0006168259,0.003075919,0.0001044299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902657,0.0007845289,0.00168157,0.0001897251,0.0001967052,0.002393921,0.002368008,0.000161941,0.001957976],"genre_scores_gemma":[0.9882298,0.0001935963,0.003276322,0.0002172554,0.00008155216,0.004452571,0.001082771,0.00004520955,0.002421059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008472639,"threshold_uncertainty_score":0.04480809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3029048720","doi":"10.1016/j.prdoa.2020.100060","title":"Visual processing speed in freezing and non-freezing Parkinson’s disease patients","year":2020,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"Canadian Optometric Education Trust Fund","keywords":"Parkinson's disease; Gait; Disease; Medicine; Physical medicine and rehabilitation; Dopaminergic; Cholinergic; Psychology; Internal medicine; Dopamine","authors":[{"name":"Mosaad Alhassan","is_ca":false},{"name":"Jeffery K. Hovis","is_ca":true},{"name":"Quincy J. Almeida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03151068156251711,"gpt":0.3746776137523159,"spread":0.3431669321897988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002674774,0.0004736831,0.0003207989,0.0009741357,0.0002805935,0.0003675971,0.0001525439,0.0003814493,0.00236533],"category_scores_gemma":[0.001956063,0.0001675524,0.0002305656,0.0004102832,0.0002525671,0.0003467597,0.0002332697,0.0002581841,0.0001815432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349081,"about_ca_system_score_gemma":0.000114261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347026,"about_ca_topic_score_gemma":0.001682279,"domain_scores_codex":[0.9998621,0.00001991449,0.00002458422,0.00004251302,0.0000229553,0.0000278917],"domain_scores_gemma":[0.9990411,0.0002360889,0.0004420815,0.00003749932,0.00007702685,0.0001660513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009777134,0.00009287798,0.9935851,0.00001949398,0.00004707263,0.0003739984,0.0002714996,0.00008801793,0.001462303,0.00001562665,0.00005841775,0.003007933],"study_design_scores_gemma":[0.00001823859,0.0004543721,0.9979435,0.000004719724,0.00001715455,0.00100914,0.0001355576,0.000127539,0.0002119055,0.00002477906,0.00004807222,0.000005105648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997339,0.00005619481,0.00002313714,0.000002948997,0.000001344228,0.00000437665,0.00006133471,0.000001428904,0.0001153061],"genre_scores_gemma":[0.9997504,0.00001965706,0.00003706407,0.000003639746,0.000001496614,0.000004570204,0.0001094947,5.31362e-7,0.00007304054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00236533,"threshold_uncertainty_score":0.007912815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197621640","doi":"10.1016/j.prdoa.2021.100107","title":"Telephone visit efficacy for Parkinson’s disease during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Parkinson's disease; 2019-20 coronavirus outbreak; Medicine; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Outbreak; Internal medicine; Infectious disease (medical specialty)","authors":[{"name":"Fadi Abu Ahmad","is_ca":true},{"name":"Ronald B. Postuma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04612528688291614,"gpt":0.3600190989202813,"spread":0.3138938120373652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002351717,0.0001891818,0.0005583171,0.0004820438,0.0005951251,0.0008103132,0.0003162442,0.0009894794,0.009119801],"category_scores_gemma":[0.01527145,0.0001087796,0.0006869167,0.000471474,0.0001849499,0.001109046,0.0006564267,0.001524699,0.0009074325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008488249,"about_ca_system_score_gemma":0.0007817355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293592,"about_ca_topic_score_gemma":0.01663915,"domain_scores_codex":[0.9987487,0.0005311873,0.0001366456,0.0001381459,0.0002299843,0.000215241],"domain_scores_gemma":[0.9944004,0.002144436,0.00137863,0.0001881355,0.0006112599,0.001277166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01092682,0.002685,0.5694922,0.002075094,0.001009901,0.0003399151,0.002297942,0.0008174329,0.0005548443,0.0006544928,0.0480181,0.3611283],"study_design_scores_gemma":[0.0004897533,0.003525472,0.9794143,0.001020552,0.00049329,0.0002427965,0.001428401,0.000662324,0.0001311692,0.0002864939,0.01227012,0.00003533835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161066,0.01467323,0.0002656954,0.0127802,0.000830819,0.0003800594,0.01011945,0.0001341966,0.04470956],"genre_scores_gemma":[0.9903237,0.002326187,0.0001770023,0.002416085,0.0002651547,0.0001736542,0.001933683,0.0000103446,0.002374263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01293592,"threshold_uncertainty_score":0.03050882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407052075","doi":"10.1016/j.prdoa.2025.100301","title":"The impact of an active lifestyle on markers of intestinal inflammation in Parkinson’s disease: Preliminary findings","year":2025,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Université du Québec à Montréal","keywords":"Inflammation; Disease; Parkinson's disease; Medicine; Internal medicine; Gerontology","authors":[{"name":"N. Chtioui","is_ca":true},{"name":"Christian Duval","is_ca":true},{"name":"David H. St‐Pierre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01417044350515018,"gpt":0.3385137456744722,"spread":0.3243433021693221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005191012,0.0003551115,0.0004367784,0.0003008314,0.0002840195,0.0004081165,0.0001185653,0.0004260381,0.00112912],"category_scores_gemma":[0.0007679237,0.0001132605,0.0003671934,0.0002115007,0.0001946464,0.0002125067,0.0003206393,0.00029483,0.0000807676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000120792,"about_ca_system_score_gemma":0.0001720913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007478758,"about_ca_topic_score_gemma":0.00150546,"domain_scores_codex":[0.9998416,0.00007205936,0.00001427447,0.00002539027,0.00002570959,0.00002086238],"domain_scores_gemma":[0.9993956,0.0001727189,0.0001572078,0.00003037213,0.00007280297,0.0001712616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03013554,0.003432815,0.8434049,0.0009529306,0.001056522,0.0006874769,0.000635603,0.0001664467,0.04294633,0.00005070832,0.0002432556,0.07628749],"study_design_scores_gemma":[0.00007881075,0.005741796,0.9925231,0.00002499274,0.0002337184,0.0001613739,0.0001053874,0.00005925885,0.0007393149,0.00002961568,0.0002983218,0.000004330067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948037,0.004303192,0.0001164918,0.00008912541,0.00001367368,0.00003164768,0.0001273201,0.000002928729,0.000511914],"genre_scores_gemma":[0.9980242,0.00110208,0.000326458,0.00008313933,0.00002759776,0.00002206147,0.0001497275,0.000001157098,0.0002636164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00112912,"threshold_uncertainty_score":0.003777266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989489677","doi":"10.1016/j.prdoa.2019.11.001","title":"Depleting implanted pulse generator (IPG) battery voltage is associated with worsening clinical symptoms in movement disorder patients receiving Deep brain stimulation (DBS)","year":2019,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Institutes of Health; Fondation Brain Canada; AbbVie; Teva Pharmaceutical Industries","keywords":"Deep brain stimulation; Battery (electricity); Stimulation; Medicine; Pulse generator; Movement disorders; Pulse (music); Physical medicine and rehabilitation; Generator (circuit theory); Neuroscience; Psychology; Internal medicine; Voltage; Electrical engineering; Physics; Parkinson's disease; Engineering","authors":[{"name":"Moath Hamed","is_ca":true},{"name":"Fang Ba","is_ca":true},{"name":"Oksana Suchowersky","is_ca":true},{"name":"Tejas Sankar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01460623320699707,"gpt":0.2956561241212022,"spread":0.2810498909142052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001689816,0.0002461836,0.0003568912,0.0003393984,0.0003228902,0.0005074798,0.0002108603,0.0004387439,0.001742756],"category_scores_gemma":[0.0020419,0.00009758773,0.0003199317,0.0006242581,0.0002699307,0.0003021383,0.0002026717,0.0005572219,0.0001968769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761445,"about_ca_system_score_gemma":0.0002482836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372088,"about_ca_topic_score_gemma":0.002727635,"domain_scores_codex":[0.9997897,0.00003916206,0.00004293214,0.00003831033,0.00005388616,0.00003615966],"domain_scores_gemma":[0.9982392,0.000420659,0.0009730232,0.00005162532,0.0001498691,0.0001656939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002316739,0.0002056253,0.9773545,0.0001049442,0.0002015666,0.002348756,0.000104282,0.00008387512,0.004322142,0.00005701389,0.0003059259,0.01259468],"study_design_scores_gemma":[0.00002108275,0.0003916716,0.9953676,0.00001513947,0.00008242488,0.003317524,0.0001083923,0.0001694945,0.0002219922,0.00007074351,0.0002285867,0.000005491536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978191,0.0007772904,0.00009013201,0.0001000029,0.00001797823,0.000006859547,0.00009373372,0.000007482942,0.00108739],"genre_scores_gemma":[0.9993373,0.0002100182,0.0000550758,0.00007209689,0.000020774,0.000003142316,0.0001302641,0.000001873716,0.0001695776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001742756,"threshold_uncertainty_score":0.005830109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204354237","doi":"10.1016/j.prdoa.2021.100110","title":"Measuring anxiety in Lewy Body Disease – Which scale to choose?","year":2021,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National Health and Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Parkinson Canada; Parkinson Society Canada","keywords":"Anxiety; Dementia with Lewy bodies; Psychology; REM sleep behavior disorder; Parkinson's disease; Hospital Anxiety and Depression Scale; Lewy body; Clinical psychology; Psychiatry; Mood; Disease; Dementia; Medicine; Internal medicine","authors":[{"name":"Isabel Paniak","is_ca":false},{"name":"Simon J.G. Lewis","is_ca":false},{"name":"Kaylena A. Ehgoetz Martens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02859060904539179,"gpt":0.3139916809782282,"spread":0.2854010719328364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00752306,0.0005969671,0.001048229,0.001049215,0.0003947609,0.001304616,0.0009261743,0.001110599,0.001467016],"category_scores_gemma":[0.01352496,0.0001937179,0.001408767,0.0008118593,0.0007220347,0.001438256,0.0007912283,0.001245122,0.0008866662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007245344,"about_ca_system_score_gemma":0.0008467146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265383,"about_ca_topic_score_gemma":0.003573391,"domain_scores_codex":[0.9974557,0.001183476,0.000446504,0.0001410153,0.0006314516,0.0001418963],"domain_scores_gemma":[0.9939295,0.002278079,0.001249058,0.0001953693,0.001830435,0.0005174997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001339015,0.000452213,0.705584,0.001386115,0.0008960131,0.0002645083,0.001160277,0.0005868634,0.001623695,0.001010508,0.01992153,0.2657753],"study_design_scores_gemma":[0.0006430006,0.002992463,0.9516647,0.004557655,0.000682084,0.002552755,0.00589157,0.004388019,0.001094882,0.00796985,0.01732396,0.000239154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008278,0.0426476,0.01070674,0.02525628,0.002183461,0.001591078,0.002572255,0.0002966822,0.0139182],"genre_scores_gemma":[0.9642311,0.008993816,0.02142758,0.002166521,0.0004152216,0.0008642375,0.001239251,0.00003087171,0.0006314081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00752306,"threshold_uncertainty_score":0.03978622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414302181","doi":"10.1016/j.prdoa.2025.100395","title":"A single Center study of the Symbol Digit Modalities test as a screening tool for cognitive impairment in Parkinson’s disease","year":2025,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; National Institutes of Health","keywords":"Single Center; Modalities; Cognitive impairment; Disease; Cognition; Numerical digit; Test (biology)","authors":[{"name":"Deana Thomason","is_ca":false},{"name":"Morganne Manuel","is_ca":false},{"name":"Shannin N. Moody","is_ca":false},{"name":"Jesús Lovera","is_ca":false},{"name":"Deidre Devier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02832688610128649,"gpt":0.3302777415247485,"spread":0.301950855423462,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748441,0.0004918131,0.000708866,0.0009190172,0.001469153,0.0009766574,0.0004724762,0.0008043001,0.002167429],"category_scores_gemma":[0.003678757,0.000529059,0.0005832593,0.0009922615,0.000456023,0.0008047942,0.0006463496,0.0007353247,0.0005188336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000591886,"about_ca_system_score_gemma":0.0006894085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009692861,"about_ca_topic_score_gemma":0.01138854,"domain_scores_codex":[0.9987774,0.0004218823,0.0001002717,0.0003682896,0.0002064238,0.0001256355],"domain_scores_gemma":[0.9975511,0.0005054209,0.0005610101,0.0002221025,0.0005438167,0.0006164997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004384475,0.0003705005,0.9974711,0.000007816627,0.00006537938,0.0001914535,0.0003496272,0.00001601948,0.0003594546,0.00001387213,0.00007233256,0.0006440564],"study_design_scores_gemma":[0.00006335608,0.0009349599,0.997763,0.000005950426,0.00005027009,0.0004033509,0.0003959124,0.0001528555,0.00006159121,0.00001792911,0.0001413743,0.000009376561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995741,0.00004617967,0.00005140598,0.00001544272,0.000005504492,0.00001740886,0.00008491206,0.000001375398,0.0002036707],"genre_scores_gemma":[0.999557,0.00002112016,0.00008553235,0.00003010418,0.000007770875,0.00001906098,0.000166576,0.000001805307,0.0001110934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009692861,"threshold_uncertainty_score":0.01927286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981079884","doi":"10.1016/j.prdoa.2019.09.002","title":"Sniffing out cognitive decline in patients with and without evidence of dopaminergic deficit","year":2019,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; Foundation for the National Institutes of Health","keywords":"Dopaminergic; Olfaction; Psychology; Cognitive deficit; Cognition; Cognitive decline; Parkinson's disease; Audiology; Dementia; Neuroscience; Dopamine; Disease; Medicine; Internal medicine; Cognitive impairment","authors":[{"name":"Francesca V. Lopez","is_ca":false},{"name":"Brittany Y. Rohl","is_ca":false},{"name":"Aparna Wagle Shukla","is_ca":false},{"name":"Dawn Bowers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08000138004846186,"gpt":0.3218409739000812,"spread":0.2418395938516193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004895654,0.0004112568,0.0004427358,0.001197511,0.000646332,0.0007098567,0.0002869993,0.0005192873,0.00126455],"category_scores_gemma":[0.002783121,0.0001488818,0.000346639,0.0007434488,0.0003750818,0.0005592694,0.0004990862,0.0004525845,0.0002502202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005555003,"about_ca_system_score_gemma":0.000283764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005280818,"about_ca_topic_score_gemma":0.008156453,"domain_scores_codex":[0.9997701,0.00003542456,0.00003503724,0.00006096034,0.00005187307,0.00004666593],"domain_scores_gemma":[0.9991334,0.0001921376,0.0003576679,0.00003766565,0.00009402499,0.0001851936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003902265,0.00004767916,0.9978055,0.000009003092,0.00002360654,0.0002276896,0.0001086423,0.00002410793,0.0001109326,0.00001111339,0.00005551155,0.00118588],"study_design_scores_gemma":[0.00002309898,0.00032503,0.997915,0.000007290307,0.00002643346,0.001087171,0.0002514125,0.0001378264,0.00006600225,0.00005169013,0.0001045325,0.000004533939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994802,0.0001028676,0.0000104411,0.00001601394,0.000002448844,0.000005624335,0.00007456553,0.000001172223,0.0003067195],"genre_scores_gemma":[0.9997122,0.00003840551,0.0000216703,0.00001784757,0.00000431135,0.000003921091,0.0001389284,4.462077e-7,0.00006215017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005280818,"threshold_uncertainty_score":0.01050019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285605743","doi":"10.1016/j.prdoa.2022.100156","title":"Empowered patient: A program to improve people with Parkinson’s communication with health care professionals","year":2022,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Parkinson Canada","keywords":"Test (biology); Health care; Cohort; Medicine; Program evaluation; Health professionals; Nursing; Psychology","authors":[{"name":"Muhammed Shahriar Zaman","is_ca":true},{"name":"Setareh Ghahari","is_ca":true},{"name":"Mary Ann McColl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02146262959596413,"gpt":0.434851268978401,"spread":0.4133886393824369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001232942,0.000283227,0.0002090564,0.000358127,0.0007355287,0.0003935214,0.000438929,0.000381457,0.008279609],"category_scores_gemma":[0.00305459,0.0001231456,0.0003328406,0.0001582071,0.0003930546,0.0006356736,0.002402819,0.0008758729,0.0005061515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614434,"about_ca_system_score_gemma":0.001814515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003699907,"about_ca_topic_score_gemma":0.000911135,"domain_scores_codex":[0.9993398,0.0003776212,0.00003116201,0.0000643196,0.0000893784,0.00009774773],"domain_scores_gemma":[0.9986798,0.0004665389,0.00008991465,0.00007441685,0.00005840332,0.0006308648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002194365,0.03349654,0.02292707,0.0008575075,0.00006436749,0.001033963,0.0115967,0.001194213,0.008070817,0.001090682,0.01757385,0.8999],"study_design_scores_gemma":[0.02213582,0.187378,0.4009855,0.002341617,0.0007837908,0.01144829,0.0369541,0.01597346,0.03786461,0.01180886,0.2718602,0.0004657613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776626,0.0001879188,0.006445855,0.001708745,0.00009679028,0.002117548,0.0002798584,0.0006694362,0.01083131],"genre_scores_gemma":[0.9507853,0.0005095706,0.03710737,0.001090593,0.00008799617,0.003463351,0.0003334396,0.00003340662,0.006588887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008279609,"threshold_uncertainty_score":0.0276981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295290443","doi":"10.1016/j.prdoa.2022.100165","title":"Assessing the state of care for Huntington disease in the United States: Results from a survey of practices treating Huntington disease patients","year":2022,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Genentech; Neurocrine Biosciences; Manitoba Beekeepers' Association; CHDI Foundation","keywords":"Staffing; Huntington's disease; Excellence; Family medicine; Genetic counseling; Medicine; Best practice; Disease; Multidisciplinary approach; Health care; Psychology; Nursing","authors":[{"name":"Lauren Seeberger","is_ca":false},{"name":"Jody Corey‐Bloom","is_ca":false},{"name":"Michael O’Brien","is_ca":false},{"name":"Diana Slowiejko","is_ca":false},{"name":"Danielle Schlang","is_ca":false},{"name":"Marika Booth","is_ca":false},{"name":"Beth Ann Griffin","is_ca":false},{"name":"Peggy G. Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06897543403650261,"gpt":0.3768767765318664,"spread":0.3079013424953638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00179069,0.0001169255,0.0001582128,0.0007514381,0.0004035312,0.000484461,0.0003420974,0.0004630597,0.000967114],"category_scores_gemma":[0.005373753,0.000214947,0.0002137245,0.001002767,0.0003629933,0.0005475813,0.000624318,0.0004987452,0.0001497466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006878984,"about_ca_system_score_gemma":0.0007876217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02118799,"about_ca_topic_score_gemma":0.02699654,"domain_scores_codex":[0.9989116,0.0004189801,0.0002286128,0.0001155978,0.0002362421,0.000088933],"domain_scores_gemma":[0.993387,0.001704138,0.003082084,0.0001882713,0.0008549319,0.0007836058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001378969,0.00002676783,0.9974722,0.000013131,0.00001232501,0.00002778706,0.0008078645,0.00001751993,0.00008078098,0.000004644211,0.0001375422,0.001385556],"study_design_scores_gemma":[0.000002490532,0.00007337167,0.9977272,0.00001444202,0.000005660757,0.00008567616,0.001790076,0.00006664002,0.00002909308,0.000004086212,0.0001993517,0.0000019618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989026,0.0001522541,0.00005666174,0.0001368134,0.000002178208,0.00001709041,0.0003728335,0.000002905407,0.000356752],"genre_scores_gemma":[0.9990131,0.0001856239,0.0001690881,0.0001035794,0.000004155795,0.00002515803,0.0004037076,0.000001323748,0.00009414816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02118799,"threshold_uncertainty_score":0.04212934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415278376","doi":"10.1016/j.prdoa.2025.100400","title":"Effects of dopaminergic medication on upper limb motor function, strength and hand dexterity in people with Parkinson’s disease","year":2025,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Dopaminergic; Upper limb; Peripheral; Motor control; Disease; Muscle strength; Electromyography; Dopamine","authors":[{"name":"Parisa Alaei","is_ca":true},{"name":"Daryl Wile","is_ca":true},{"name":"Jennifer M. Jakobi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005928141513448528,"gpt":0.2672773957012028,"spread":0.2613492541877543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000479028,0.0002773162,0.000474819,0.000450672,0.000394039,0.0003188268,0.0001538852,0.0004212923,0.0008982709],"category_scores_gemma":[0.001583146,0.0001390481,0.0003416619,0.000374794,0.0002034654,0.000169043,0.0002392118,0.0002975769,0.0001506616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274909,"about_ca_system_score_gemma":0.0001544245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003237377,"about_ca_topic_score_gemma":0.008501732,"domain_scores_codex":[0.9995974,0.0001182678,0.00006258315,0.0000440123,0.0001425852,0.00003514804],"domain_scores_gemma":[0.9989912,0.0002496714,0.0004538084,0.00003414819,0.0001273488,0.0001437812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008630609,0.0002212653,0.9849758,0.00008707678,0.0001953031,0.0002493741,0.0001670291,0.00006288903,0.001279809,0.000006391068,0.0001367175,0.01175536],"study_design_scores_gemma":[0.00001153758,0.0003578989,0.9992193,0.000006679536,0.00003139577,0.000190708,0.00003366601,0.00002610064,0.00005604812,0.000006263585,0.00005869385,0.000001563364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979487,0.001175838,0.00001672964,0.00004112465,0.000004582567,0.00001099963,0.0001105162,0.000002743836,0.0006886459],"genre_scores_gemma":[0.9991739,0.0004180652,0.00005727991,0.0000395743,0.000008297669,0.00001008474,0.0001349782,5.407076e-7,0.0001572797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003237377,"threshold_uncertainty_score":0.006437063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386170633","doi":"10.1016/j.prdoa.2023.100216","title":"Neurologic and psychiatric features of impending neurodegeneration in iRBD","year":2023,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"REM sleep behavior disorder; Psychiatry; Psychology; Parkinson's disease; Depression (economics); Parkinsonism; Movement disorders; Anxiety; Cohort; Rating scale; Disease; Clinical psychology; Medicine; Polysomnography; Electroencephalography; Developmental psychology","authors":[{"name":"Daniel A. Barone","is_ca":false},{"name":"Harini Sarva","is_ca":false},{"name":"Natalie Hellmers","is_ca":false},{"name":"Fei Wang","is_ca":false},{"name":"Zhenxing Xu","is_ca":false},{"name":"Ana C. Krieger","is_ca":false},{"name":"Claire Henchcliffe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0232044018531217,"gpt":0.3276697385369974,"spread":0.3044653366838757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004367399,0.0002445642,0.0003198445,0.0008582642,0.0007012185,0.0004416734,0.0002648169,0.0003363326,0.001533005],"category_scores_gemma":[0.001011252,0.0002399786,0.0002558415,0.0006598121,0.0003103642,0.0003366759,0.0004837384,0.0004908375,0.000276264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002864018,"about_ca_system_score_gemma":0.0003391668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00405831,"about_ca_topic_score_gemma":0.008131517,"domain_scores_codex":[0.9998029,0.00003513988,0.00002564187,0.00004216042,0.00004756956,0.00004664686],"domain_scores_gemma":[0.9992517,0.00009050069,0.0003630773,0.0000460037,0.00008811512,0.0001605283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007035137,0.0000188093,0.9988732,0.000003255308,0.00000553643,0.0004452839,0.00003019307,0.00001185227,0.0001501286,0.000003843969,0.00001730612,0.0003702099],"study_design_scores_gemma":[0.000002482472,0.00007237604,0.9983239,0.000003038066,0.000004435193,0.001416051,0.00005682578,0.00003141934,0.00003304534,0.000006076174,0.00004925554,0.000001193291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993339,0.0001264648,0.00003185897,0.000009704066,0.000003284063,0.000009825948,0.0001091368,0.000002311775,0.0003732954],"genre_scores_gemma":[0.9994847,0.0000563031,0.0000604199,0.00001313194,0.000007085706,0.000005885354,0.000247502,8.163679e-7,0.0001242878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00405831,"threshold_uncertainty_score":0.008069336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3001608709","doi":"10.1016/j.prdoa.2020.100034","title":"Characterization of cognition in mild cognitive impairment with and without Parkinson's disease","year":2020,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; University of Calgary; Institut Universitaire de Gériatrie de Montréal; Hotchkiss Brain Institute; Centre for Research on Brain Language and Music","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Neuropsychology; Cognitive impairment; Cognition; Parkinson's disease; Psychology; Medicine; Audiology; Disease; Physical medicine and rehabilitation; Psychiatry; Internal medicine","authors":[{"name":"Noémie Auclair‐Ouellet","is_ca":true},{"name":"Sophie Mandl","is_ca":true},{"name":"Mekale Kibreab","is_ca":true},{"name":"Angela Haffenden","is_ca":true},{"name":"Alexandru Hanganu","is_ca":true},{"name":"Jenelle Cheetham","is_ca":true},{"name":"Iris Kathol","is_ca":true},{"name":"Justyna R. Sarna","is_ca":true},{"name":"Davide Martino","is_ca":true},{"name":"Oury Monchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02407257559112175,"gpt":0.2993041915577123,"spread":0.2752316159665906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842519,0.0007692131,0.0008784684,0.004035464,0.0004522102,0.001127941,0.0006118419,0.0005581192,0.001467828],"category_scores_gemma":[0.003919549,0.0001052978,0.0008478319,0.001099644,0.000498415,0.0008963887,0.0007651906,0.0006092361,0.0003433254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008157518,"about_ca_system_score_gemma":0.0006884267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008146456,"about_ca_topic_score_gemma":0.01106545,"domain_scores_codex":[0.9993985,0.0001267819,0.0001141307,0.0000774835,0.00019301,0.00009016205],"domain_scores_gemma":[0.9982721,0.0003477595,0.0003952484,0.00007780594,0.000475427,0.0004317553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002413056,0.0002682157,0.9539742,0.0002438684,0.0003747947,0.0004365773,0.0003640185,0.0003811299,0.001766993,0.000276816,0.001311523,0.03818882],"study_design_scores_gemma":[0.00001768234,0.0004344405,0.9975352,0.00002636121,0.0000511794,0.0006237559,0.0001357539,0.0003113968,0.0002128799,0.0002917985,0.000347428,0.00001205803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873031,0.002824792,0.0007514927,0.0002152736,0.00004669973,0.0001281043,0.001012973,0.00005423787,0.00766334],"genre_scores_gemma":[0.9968143,0.0004804758,0.0008004438,0.0001082425,0.00003886634,0.00005020534,0.001006308,0.000008999879,0.0006920314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008146456,"threshold_uncertainty_score":0.0161981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406098149","doi":"10.1016/j.prdoa.2025.100298","title":"A four-year trajectory of Alexithymia in Parkinson’s disease patients","year":2025,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Medizinischen Hochschule Hannover; Deutsche Forschungsgemeinschaft","keywords":"Alexithymia; Parkinson's disease; Disease; Trajectory; Psychology; Medicine; Physical medicine and rehabilitation; Clinical psychology; Psychiatry; Neuroscience; Internal medicine; Physics","authors":[{"name":"Lea Krey","is_ca":false},{"name":"Annika Heike Ritzrau","is_ca":false},{"name":"Theresa Schnur","is_ca":false},{"name":"Stephan Greten","is_ca":false},{"name":"Florian Wegner","is_ca":false},{"name":"Martin Klietz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01848550005155359,"gpt":0.3109690637075185,"spread":0.2924835636559649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004686771,0.0002575257,0.000431157,0.0009299134,0.0007588472,0.0007950554,0.0003051231,0.0005014662,0.0008699044],"category_scores_gemma":[0.001759952,0.0001560902,0.0004851907,0.0007908036,0.0002480836,0.0005550454,0.0009757116,0.0006469791,0.0002186607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006437142,"about_ca_system_score_gemma":0.0003455435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007211662,"about_ca_topic_score_gemma":0.008822398,"domain_scores_codex":[0.9996567,0.00008486871,0.00003985949,0.00006861718,0.00006822626,0.00008170264],"domain_scores_gemma":[0.9990676,0.00009576632,0.0004065633,0.00003707399,0.0001606003,0.0002324229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004096155,0.00005148385,0.9947824,0.00001340963,0.00003819797,0.0002469286,0.0003650199,0.00004837093,0.0004564857,0.00001523193,0.00005559644,0.003517211],"study_design_scores_gemma":[0.000002713672,0.0001213615,0.9993607,0.000003461326,0.000008246549,0.0001655432,0.0001757769,0.0000444095,0.00003091656,0.00001215128,0.00007129009,0.000003392691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999351,0.000205744,0.00003777293,0.00002576244,0.000002877283,0.000007113539,0.0001069865,0.000002839507,0.0002599434],"genre_scores_gemma":[0.9993793,0.00009055489,0.00005433385,0.000007488312,0.000002887393,0.000007753491,0.0003161014,8.310981e-7,0.0001407838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007211662,"threshold_uncertainty_score":0.01433939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406337796","doi":"10.1016/j.prdoa.2025.100300","title":"Retrospective database analysis on the demographics and resource utilization of patients with Parkinson’s disease in Quebec, Canada","year":2025,"lang":"en","type":"review","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"ABB (Canada); McGill University; McGill University Health Centre","funders":"AbbVie Canada","keywords":"Demographics; Parkinson's disease; Disease; Medicine; Retrospective cohort study; Resource (disambiguation); Database; Gerontology; Demography; Internal medicine; Computer science; Sociology","authors":[{"name":"Véronique Baribeau","is_ca":true},{"name":"Shawn Mohammed","is_ca":true},{"name":"D. Parison","is_ca":true},{"name":"Jean Lachaîne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02337369472967835,"gpt":0.3121815389047337,"spread":0.2888078441750553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001046155,0.0004058969,0.0005849869,0.003049141,0.001621224,0.001255922,0.001105259,0.0004584947,0.002319333],"category_scores_gemma":[0.003256542,0.00031376,0.0007714189,0.01019485,0.0004867871,0.000422054,0.0007052657,0.0004562189,0.0002615167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02382321,"about_ca_system_score_gemma":0.02396356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870237,"about_ca_topic_score_gemma":0.9854162,"domain_scores_codex":[0.9984694,0.0001501527,0.0002442945,0.0002777597,0.0004835809,0.0003748252],"domain_scores_gemma":[0.994651,0.0003690098,0.001510042,0.0002158231,0.002644185,0.0006100324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005967597,0.00001860156,0.9966558,0.00005088133,0.0000881893,0.00004820936,0.0001044042,0.000113006,0.00004044785,0.00003787488,0.001438722,0.001344207],"study_design_scores_gemma":[0.00001013804,0.00002312609,0.9981574,0.00004800968,0.00003945878,0.00006358672,0.0003356338,0.0003580718,0.00002932017,0.000008944194,0.0009174402,0.000008811425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9195678,0.001959472,0.0002933261,0.0003185722,0.00001782314,0.0002653012,0.0748717,0.00003084134,0.002675063],"genre_scores_gemma":[0.9821469,0.0006615731,0.000284439,0.0001980018,0.00001031556,0.0001120526,0.01613069,0.00000607283,0.0004499673],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02382321,"threshold_uncertainty_score":0.1728503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413235523","doi":"10.1016/j.prdoa.2025.100387","title":"Validation of the English version of the Parkinson Anxiety Scale in two Canadian Parkinson’s disease samples","year":2025,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Weston Family Foundation; Institute of Mental Health, University of British Columbia; Parkinson's Foundation","keywords":"Parkinson's disease; Psychology; Anxiety; Scale (ratio); Clinical psychology; Disease; Psychiatry; Medicine; Cartography; Geography; Pathology","authors":[{"name":"Joyce S. T. Lam","is_ca":true},{"name":"Kira Tosefsky","is_ca":true},{"name":"Xuyan Tang","is_ca":true},{"name":"Dylan Meng","is_ca":true},{"name":"Petra Uzelman","is_ca":true},{"name":"Fabricio Pio","is_ca":true},{"name":"Nicholas J. Ainsworth","is_ca":true},{"name":"Fidel Vila‐Rodriguez","is_ca":true},{"name":"Andrew Howard","is_ca":true},{"name":"Silke Appel‐Cresswell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01279198438380835,"gpt":0.2949208702719646,"spread":0.2821288858881562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007284942,0.0006752991,0.0004881076,0.001838402,0.002942131,0.001164105,0.001558871,0.0005189991,0.001970914],"category_scores_gemma":[0.01383544,0.0003264828,0.0008034655,0.001962102,0.001269214,0.0004227311,0.001398259,0.0008856031,0.0005339042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0114193,"about_ca_system_score_gemma":0.02149197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9032408,"about_ca_topic_score_gemma":0.9451238,"domain_scores_codex":[0.9957682,0.0005243784,0.0003017931,0.000434405,0.00251263,0.0004586683],"domain_scores_gemma":[0.989879,0.0006973892,0.0004935998,0.0002978973,0.008009386,0.0006226017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001144891,0.0008832782,0.8752586,0.000494701,0.0002761933,0.0005789711,0.01516308,0.0005658803,0.005207998,0.000881733,0.007732884,0.0918119],"study_design_scores_gemma":[0.0001140939,0.0002320812,0.9924418,0.0000838026,0.0000537978,0.0002007194,0.001456674,0.0004656036,0.0004918854,0.0000499249,0.004382838,0.00002677011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834682,0.0006209523,0.002246863,0.0004029116,0.00007828443,0.003115303,0.003849454,0.00004604782,0.006172066],"genre_scores_gemma":[0.9708093,0.001023094,0.0138032,0.0005395537,0.0000399041,0.002630696,0.007461743,0.0000437087,0.003648689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0967592,"threshold_uncertainty_score":0.194658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404454092","doi":"10.1016/j.prdoa.2024.100282","title":"Dysphagia is a risk factor of malnutrition in X-linked Dystonia-Parkinsonism","year":2024,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Care Foundation","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Massachusetts General Hospital","keywords":"Dysphagia; Parkinsonism; Dystonia; Malnutrition; Risk factor; Medicine; Pediatrics; Internal medicine; Surgery; Psychiatry; Disease","authors":[{"name":"Tabitha H. Kao","is_ca":false},{"name":"Perman Gochyyev","is_ca":false},{"name":"Nutan Sharma","is_ca":false},{"name":"Jan K. De Guzman","is_ca":true},{"name":"Patrick Acuña","is_ca":false},{"name":"Shasha Li","is_ca":false},{"name":"Hannah P. Rowe","is_ca":false},{"name":"Bridget J. Perry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04360508734795362,"gpt":0.4345328968427656,"spread":0.390927809494812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004387941,0.0003870927,0.0003800274,0.0009424867,0.0005109483,0.0004445931,0.0001703561,0.0003828893,0.001499316],"category_scores_gemma":[0.001780451,0.0002558088,0.0003635055,0.0006815617,0.0002390073,0.0002847022,0.0004369431,0.0003131322,0.000169103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233403,"about_ca_system_score_gemma":0.0002105413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003259224,"about_ca_topic_score_gemma":0.003633825,"domain_scores_codex":[0.9997626,0.00006897502,0.00004266523,0.00004695822,0.00004976236,0.00002899129],"domain_scores_gemma":[0.9993058,0.0001598603,0.0003057896,0.00003038357,0.00007978381,0.0001182623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001667127,0.00002545273,0.9977691,0.000007029798,0.00002220395,0.0002597337,0.00002855718,0.00002373433,0.0003568904,0.000004664429,0.00002768148,0.001308203],"study_design_scores_gemma":[0.00000205308,0.00008662281,0.9991243,0.000003612821,0.0000133511,0.0005402749,0.00003890962,0.0001127539,0.00003837235,0.000008259999,0.00002981231,0.000001549182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999418,0.000230255,0.000049015,0.00001713253,0.000002704732,0.000004204308,0.00003972627,0.00000271876,0.0002360825],"genre_scores_gemma":[0.9996399,0.00008160035,0.00007877241,0.000005946153,0.000004008692,0.000003221145,0.00006732116,6.269183e-7,0.0001185729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003259224,"threshold_uncertainty_score":0.006480455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388450539","doi":"10.1016/j.prdoa.2023.100229","title":"Internal tremor in people with Parkinson’s Disease: Demographic characteristics and comorbid symptoms","year":2023,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"Parkinsonfonden; National Institutes of Health; Canadian Institutes of Health Research; Weston Brain Institute; Georgetown University; University of Pittsburgh; University of Pennsylvania; Parkinson's UK; ACADIA Pharmaceuticals; CHDI Foundation; REGENXBIO; International Parkinson and Movement Disorder Society; Biogen; Michael J. Fox Foundation for Parkinson's Research; American Parkinson Disease Association; National Institute of Neurological Disorders and Stroke; Teva Pharmaceutical Industries; National Parkinson Foundation; H. Lundbeck A/S; U.S. Department of Veterans Affairs; U.S. Department of Commerce; U.S. Department of Defense","keywords":"Anxiety; Medicine; Disease; Physical therapy; Odds ratio; Pediatrics; Psychology; Internal medicine; Psychiatry","authors":[{"name":"Lana M. Chahine","is_ca":false},{"name":"Lakshmi Arbatti","is_ca":false},{"name":"Abhishek Hosamath","is_ca":false},{"name":"Amy W. Amara","is_ca":false},{"name":"Karen E. Anderson","is_ca":false},{"name":"Jennifer L. Purks","is_ca":false},{"name":"Shirley Eberly","is_ca":false},{"name":"Daniel Kinel","is_ca":false},{"name":"Sneha Mantri","is_ca":false},{"name":"Soania Mathur","is_ca":false},{"name":"David Oakes","is_ca":false},{"name":"David G. Standaert","is_ca":false},{"name":"Daniel Weintraub","is_ca":false},{"name":"Ira Shoulson","is_ca":false},{"name":"Connie Marras","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01602079098466599,"gpt":0.2938145086740997,"spread":0.2777937176894337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003983834,0.0001762233,0.0002915418,0.0008444348,0.0004303002,0.0004437725,0.0001665092,0.00038947,0.001866635],"category_scores_gemma":[0.001191873,0.0002093044,0.0002869498,0.001180152,0.0002357154,0.0005796965,0.0003552712,0.000306143,0.0002868617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139422,"about_ca_system_score_gemma":0.0001903135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003746928,"about_ca_topic_score_gemma":0.005158507,"domain_scores_codex":[0.9997012,0.00006194865,0.0000518728,0.00005921575,0.00008308499,0.00004273709],"domain_scores_gemma":[0.9993131,0.00007126309,0.000441301,0.00002255955,0.00005682695,0.00009498752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002536705,0.00002279259,0.9990396,0.000009630954,0.00001196786,0.00005404916,0.00006150695,0.000006548633,0.00004731092,0.000004351652,0.00005306081,0.000663716],"study_design_scores_gemma":[0.000002215483,0.0000534782,0.9993293,0.000005994917,0.000007159146,0.0003443233,0.0001422672,0.00002370764,0.00001017011,0.000008547678,0.00007155191,0.000001285568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984844,0.0004042712,0.0000383038,0.0000621095,0.000005358089,0.00001272189,0.0004812751,0.000003151429,0.0005083521],"genre_scores_gemma":[0.9992006,0.0001911039,0.00005735321,0.00004059887,0.0000116248,0.00001476654,0.0003691658,7.253465e-7,0.000113943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003746928,"threshold_uncertainty_score":0.007450223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415681053","doi":"10.1016/j.prdoa.2025.100403","title":"A study on predicting malnutrition risk in Parkinson’s disease patients using a nomogram model","year":2025,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Chengdu Medical College","keywords":"Nomogram; Malnutrition; Disease; Psychological intervention; Clinical Practice; Risk assessment","authors":[{"name":"Qiuxiang Huang","is_ca":false},{"name":"Honghao Xu","is_ca":false},{"name":"Yong Luo","is_ca":false},{"name":"Zhou Jie","is_ca":false},{"name":"Mengjia Li","is_ca":false},{"name":"Yujia Li","is_ca":false},{"name":"Qingping Xue","is_ca":false},{"name":"Zichen Wang","is_ca":false},{"name":"Haitham El Bashir","is_ca":false},{"name":"Xianwei Zou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05466004533008829,"gpt":0.4046698723110109,"spread":0.3500098269809226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009213195,0.001121445,0.0008245356,0.002331692,0.0007686401,0.001533201,0.0007332598,0.0007141498,0.001104668],"category_scores_gemma":[0.02150563,0.0003211792,0.001762539,0.001226768,0.0003971147,0.001160711,0.000929107,0.000877927,0.0002776993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008170144,"about_ca_system_score_gemma":0.001081389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004906527,"about_ca_topic_score_gemma":0.002353564,"domain_scores_codex":[0.9981146,0.001228333,0.0001158337,0.0002465508,0.0001925691,0.0001021428],"domain_scores_gemma":[0.9858037,0.0109023,0.0007557975,0.0006788525,0.001319306,0.0005400089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001115126,0.000429169,0.9604675,0.00008032631,0.0004449486,0.0002525703,0.0003125345,0.01101873,0.0001882826,0.0002835898,0.0005350551,0.02487218],"study_design_scores_gemma":[0.0001653064,0.002967523,0.3500104,0.0001454928,0.0009125762,0.0008993633,0.001090538,0.6406242,0.0006765905,0.0007821797,0.001640999,0.00008484283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904692,0.0004585266,0.007877616,0.000150458,0.00005514125,0.0001120377,0.0002628338,0.0000378239,0.0005764132],"genre_scores_gemma":[0.9962776,0.0001850269,0.002994681,0.00001953937,0.00002279516,0.00006619723,0.0003317408,0.000005759798,0.0000966836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009213195,"threshold_uncertainty_score":0.04872459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412043383","doi":"10.1016/j.prdoa.2025.100363","title":"Gait and balance dysfunction are associated with cognitive performance only in men with Parkinson’s disease","year":2025,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Center for Exercise Medicine, University of Alabama at Birmingham; Parkinson's Foundation; National Institutes of Health; Parkinson's Disease Foundation","keywords":"Gait; Parkinson's disease; Balance (ability); Physical medicine and rehabilitation; Cognition; Disease; Medicine; Psychology; Psychiatry; Internal medicine","authors":[{"name":"Amy W. Amara","is_ca":false},{"name":"Kimberly H. Wood","is_ca":false},{"name":"Aya M. Miften","is_ca":false},{"name":"Lina Kleinschmidt","is_ca":false},{"name":"Allen Joop","is_ca":false},{"name":"Raima Memon","is_ca":false},{"name":"Jennifer Pilkington","is_ca":false},{"name":"Jutaluk Kongsuk","is_ca":false},{"name":"Corina Catiul","is_ca":false},{"name":"Adeel Memon","is_ca":false},{"name":"Marcas M. Bamman","is_ca":false},{"name":"Christopher P. Hurt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01659155919573423,"gpt":0.3301398742373015,"spread":0.3135483150415672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003541384,0.0003437293,0.0003708367,0.0004559861,0.0004006012,0.0005409811,0.0001838316,0.0002902948,0.002021098],"category_scores_gemma":[0.001665737,0.0002356417,0.0003524884,0.0006016464,0.000284839,0.0002960508,0.000320323,0.0003473162,0.0003092203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001469515,"about_ca_system_score_gemma":0.0002803703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0042326,"about_ca_topic_score_gemma":0.00721479,"domain_scores_codex":[0.9998153,0.00003058362,0.00001946217,0.00005631313,0.00004236924,0.00003613229],"domain_scores_gemma":[0.9993662,0.0000960292,0.0003156572,0.00003790938,0.0000587321,0.000125397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000668137,0.00001139564,0.9984881,0.00000525532,0.00002705959,0.00005940608,0.00005387229,0.00001398065,0.0001307585,0.000006846807,0.00003279683,0.001103631],"study_design_scores_gemma":[0.000001987081,0.00005449361,0.9995753,0.000002779787,0.00001750456,0.0001558539,0.00006259209,0.00003001246,0.00002246415,0.00001354378,0.00006230652,0.000001234208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998749,0.0004246978,0.00004119933,0.00004005224,0.000007981936,0.000002997185,0.0001473259,0.000003537156,0.000583317],"genre_scores_gemma":[0.9996161,0.00008708177,0.00002650141,0.00001384916,0.000009056344,0.000001671405,0.00009421606,6.580326e-7,0.0001507374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0042326,"threshold_uncertainty_score":0.008415878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411341875","doi":"10.1016/j.prdoa.2025.100360","title":"Effects of a 24-week yoga intervention on choriocapillaris density in Parkinson’s disease","year":2025,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; Florida Department of Health; Research to Prevent Blindness","keywords":"Parkinson's disease; Intervention (counseling); Medicine; Disease; Physical therapy; Psychology; Internal medicine; Psychiatry","authors":[{"name":"Lei Wan","is_ca":false},{"name":"Andrew Hoover","is_ca":false},{"name":"Giovana Rosa Gameiro","is_ca":false},{"name":"Amanda Virgets","is_ca":false},{"name":"Kylie J. Martinez","is_ca":false},{"name":"Joseph F. Signorile","is_ca":false},{"name":"Hong Jiang","is_ca":false},{"name":"Jianhua Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01378972979356741,"gpt":0.3100256675541627,"spread":0.2962359377605953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002368282,0.0003991336,0.0006075117,0.0001870194,0.0003342652,0.0001701495,0.0001947162,0.0002926753,0.0009409739],"category_scores_gemma":[0.0005020851,0.000134991,0.0003663431,0.00008988532,0.0001442094,0.0001086726,0.0002523779,0.0003138237,0.00008169442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002374935,"about_ca_system_score_gemma":0.000237056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002208801,"about_ca_topic_score_gemma":0.005773996,"domain_scores_codex":[0.9998991,0.00003374892,0.00001029145,0.00002101384,0.00001060481,0.00002520718],"domain_scores_gemma":[0.9997972,0.00004595556,0.00004572757,0.000009604831,0.00002047107,0.00008100248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2682118,0.1257475,0.08744751,0.003122693,0.003051409,0.0003688842,0.002101732,0.001469587,0.08526284,0.00007932261,0.001372668,0.4217641],"study_design_scores_gemma":[0.01162095,0.2090857,0.7733858,0.000166062,0.0007314493,0.00006696568,0.0003860999,0.00115604,0.002484293,0.00005219895,0.0008339186,0.00003046818],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995369,0.0002520013,0.00002775605,0.0000200676,0.000009421374,0.0000454847,0.00001814845,0.000004782358,0.0000855848],"genre_scores_gemma":[0.998577,0.0003692744,0.0004310979,0.00004798673,0.00001760788,0.000198842,0.00006290502,0.000001255513,0.0002940696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002208801,"threshold_uncertainty_score":0.004391968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410384537","doi":"10.1016/j.prdoa.2025.100339","title":"Prospective longitudinal cohort of Argentinean patients with progressive supranuclear palsy and corticobasal syndrome: A platform for epidemiological and translational research","year":2025,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital","funders":"Universidad de Buenos Aires; Fundación INECO; CurePSP; Alzheimer's Association; Consejo Nacional de Investigaciones Científicas y Técnicas; Michael J. Fox Foundation for Parkinson's Research","keywords":"Progressive supranuclear palsy; Corticobasal degeneration; Epidemiology; Prospective cohort study; Medicine; Cohort; Longitudinal study; Pediatrics; Internal medicine; Pathology; Disease","authors":[{"name":"Gabril F Mizraji","is_ca":false},{"name":"Gonzalo Gómez-Arévalo","is_ca":false},{"name":"Maria Eugenia Gonzalez-Toledo","is_ca":false},{"name":"Paez-Paz Indiana","is_ca":false},{"name":"Holubiec Mariana","is_ca":false},{"name":"Caldirola Maria","is_ca":false},{"name":"Castano Federico","is_ca":false},{"name":"Sevlever Gustavo","is_ca":false},{"name":"Matteo Della Monica","is_ca":false},{"name":"M. Krawczyk Connie","is_ca":true},{"name":"Gershanik Oscar","is_ca":false},{"name":"Chade Anabel","is_ca":false},{"name":"Rellan Florencia","is_ca":false},{"name":"C. Morandini Ana","is_ca":false},{"name":"Blas Couto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04166017966270376,"gpt":0.3752273672061022,"spread":0.3335671875433984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008573217,0.0004819427,0.0004393231,0.0007335296,0.0008313971,0.0006957435,0.0003722961,0.0004386512,0.001767753],"category_scores_gemma":[0.001056684,0.0003896323,0.0003040846,0.00100303,0.0002135436,0.0003553861,0.0008283925,0.0004391701,0.0004375477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006377952,"about_ca_system_score_gemma":0.0006105388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02090059,"about_ca_topic_score_gemma":0.01955997,"domain_scores_codex":[0.9996099,0.00009459368,0.00002615613,0.0001434737,0.00005232994,0.00007369507],"domain_scores_gemma":[0.9991623,0.00007768921,0.000178724,0.0001434282,0.0002031287,0.0002347097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007142893,0.0001925029,0.9949296,0.00002307383,0.00007710951,0.0002468319,0.0002270728,0.00003998345,0.000691438,0.00003055369,0.0005160257,0.002311519],"study_design_scores_gemma":[0.00005034939,0.0002443878,0.9984471,0.00001245424,0.00005209797,0.0002280839,0.0001445078,0.0001047569,0.00003652339,0.00001378525,0.0006619063,0.000004057322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971665,0.0002252019,0.0001585861,0.00004508425,0.000007522065,0.00007757085,0.001721796,0.000007208294,0.0005905598],"genre_scores_gemma":[0.9942397,0.0002763291,0.000596093,0.00008314862,0.00002170887,0.0002133376,0.004086796,0.000005688369,0.0004771742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02090059,"threshold_uncertainty_score":0.04155785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417537261","doi":"10.1016/j.prdoa.2025.100418","title":"The electric brain: approach to suboptimal DBS parameters","year":2025,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Deep brain stimulation; Adaptation (eye); Stimulation; Movement disorders; Lead (geology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02379642596429597,"gpt":0.3311084459651705,"spread":0.3073120200008745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160231,0.001342333,0.0007349226,0.0007500587,0.0005754108,0.002562636,0.002130471,0.001370119,0.003879015],"category_scores_gemma":[0.003826168,0.0006532737,0.000711748,0.0004490928,0.0009287799,0.001395144,0.003059864,0.001928402,0.001290605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089844,"about_ca_system_score_gemma":0.001705128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610026,"about_ca_topic_score_gemma":0.003683768,"domain_scores_codex":[0.9993304,0.0001647394,0.00005035886,0.0001472689,0.0002468358,0.00006035921],"domain_scores_gemma":[0.9992817,0.0002996911,0.0001169643,0.000095695,0.0001463982,0.00005957759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002245537,0.00008825248,0.004923701,0.0004315555,0.0001107968,0.001665335,0.0006591949,0.4858215,0.01923554,0.03708911,0.009345107,0.4404053],"study_design_scores_gemma":[0.00003424376,0.0001447732,0.0006944839,0.0001226617,0.00006113933,0.0021557,0.0001884072,0.9360945,0.00708354,0.03640664,0.01696089,0.00005300638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006309141,0.0006759673,0.9882103,0.0008599424,0.00004865665,0.0000639146,0.00004502352,0.000650709,0.003136338],"genre_scores_gemma":[0.2458514,0.001666669,0.7452232,0.0006373498,0.0001853217,0.0001953007,0.0001639395,0.0007233611,0.005353531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003879015,"threshold_uncertainty_score":0.01297659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}