{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":172,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":172,"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":"d4e17b314853","filters":{"venue":"npj Parkinson s Disease"}},"results":[{"id":"W2811255424","doi":"10.1038/s41531-018-0058-0","title":"Prevalence of Parkinson’s disease across North America","year":2018,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1014,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"U.S. Army Medical Research Acquisition Activity; Parkinsonfonden; Ontario Ministry of Health and Long-Term Care; Parkinson's Foundation; Institute for Clinical Evaluative Sciences; Michael J. Fox Foundation for Parkinson's Research","keywords":"Census; Demography; Confidence interval; Medicine; Population; Cohort; Gerontology; Epidemiology; Health care; Cohort study; Disease; Parkinson's disease; Geography; Environmental health","authors":[{"name":"Connie Marras","is_ca":true},{"name":"James C. Beck","is_ca":false},{"name":"James H. Bower","is_ca":false},{"name":"Eric Roberts","is_ca":false},{"name":"Beate Ritz","is_ca":false},{"name":"G. Webster Ross","is_ca":false},{"name":"Robert D. Abbott","is_ca":false},{"name":"Rodolfo Savica","is_ca":false},{"name":"Stephen K. Van Den Eeden","is_ca":false},{"name":"Allison W. Willis","is_ca":false},{"name":"CM Tanner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01941832803494858,"gpt":0.2942636834093794,"spread":0.2748453553744308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001505126,0.000585054,0.0006568099,0.0001679157,0.000312321,0.00005222954,0.0003983921,0.00009461622,0.001380949],"category_scores_gemma":[0.0002999541,0.0005217084,0.0005188552,0.000595653,0.0006679653,0.0002602061,0.000209836,0.0001929567,0.0007383351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017417,"about_ca_system_score_gemma":0.0005859575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006968711,"about_ca_topic_score_gemma":0.00002018814,"domain_scores_codex":[0.9960343,0.0001366815,0.0006371509,0.001173765,0.001055288,0.0009628115],"domain_scores_gemma":[0.9949558,0.00006779401,0.0003732331,0.001503014,0.0004019088,0.002698243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004888999,0.002364533,0.9649399,0.0009332927,0.0002628042,0.0007813693,0.0003418021,0.000007675728,0.0001588899,0.00005967132,0.00242374,0.02283736],"study_design_scores_gemma":[0.002158599,0.0003912145,0.7322056,0.0002315447,0.0007785269,0.000005008116,0.00005172548,0.0004854289,0.0003971348,0.0001495037,0.2627884,0.0003573784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902982,0.003644832,0.0003600367,0.0003691179,0.0003984901,0.001045332,0.002719783,0.0002405081,0.0009237753],"genre_scores_gemma":[0.9943905,0.0009170754,0.0007441621,0.001230931,0.0005074166,0.000256442,0.0002393462,0.0000976595,0.001616466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2603647,"threshold_uncertainty_score":0.9997234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042050487","doi":"10.1038/s41531-020-0117-1","title":"Current and projected future economic burden of Parkinson’s disease in the U.S.","year":2020,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":636,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; Perelman School of Medicine, University of Pennsylvania; Adamas Pharmaceuticals; ACADIA Pharmaceuticals; Acorda Therapeutics; Parkinson's Foundation; Michael J. Fox Foundation for Parkinson's Research; American Parkinson Disease Association; AbbVie; University of Toronto; Biogen; University of Pennsylvania; Parkinson Alliance","keywords":"Parkinson's disease; Disease; Medicine; Gerontology; Psychology; Psychiatry; Internal medicine","authors":[{"name":"Wenya Yang","is_ca":false},{"name":"Jamie Hamilton","is_ca":false},{"name":"Catherine Kopil","is_ca":false},{"name":"James C. Beck","is_ca":false},{"name":"Caroline M. Tanner","is_ca":false},{"name":"Roger L. Albin","is_ca":false},{"name":"E. Ray Dorsey","is_ca":false},{"name":"Nabila Dahodwala","is_ca":false},{"name":"Inna Cintina","is_ca":false},{"name":"Paul Hogan","is_ca":false},{"name":"Ted Thompson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02176276868332302,"gpt":0.2740912357480085,"spread":0.2523284670646855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000160554,0.0003829704,0.0004955676,0.0001419101,0.0000902361,0.00004879183,0.0002398033,0.00006809649,0.000177726],"category_scores_gemma":[0.00009607196,0.0002790514,0.0002304611,0.0002792642,0.0001114181,0.0001405432,0.00009298525,0.0002502004,0.00005923336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130488,"about_ca_system_score_gemma":0.0005575917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008720154,"about_ca_topic_score_gemma":0.00001388869,"domain_scores_codex":[0.9977594,0.0001757317,0.0004458189,0.0007386772,0.0004323845,0.000447957],"domain_scores_gemma":[0.9978994,0.00005336916,0.0001785684,0.0005342792,0.00004927681,0.001285166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006728814,0.001537933,0.9418027,0.001222737,0.0002248916,0.001167503,0.002613605,0.00007083287,0.0001400303,0.001102173,0.004401388,0.03898736],"study_design_scores_gemma":[0.002860386,0.0001371746,0.6442347,0.0001259895,0.0004491893,0.000003169582,0.0002681218,0.002527389,0.00003431357,0.0002115697,0.3489351,0.0002128642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743696,0.01643097,0.00001524608,0.006684556,0.0002096369,0.001435971,0.0005906812,0.00007481042,0.0001885066],"genre_scores_gemma":[0.9955249,0.002276357,0.00008668943,0.0008891227,0.0007038177,0.0002512939,0.0002071026,0.00004384064,0.00001690444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3445337,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311763498","doi":"10.1038/s41531-022-00410-y","title":"Incidence of Parkinson disease in North America","year":2022,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":319,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Aging; Ontario Ministry of Health and Long-Term Care; Parkinson's Foundation; Institute for Clinical Evaluative Sciences; Michael J. Fox Foundation for Parkinson's Research","keywords":"Incidence (geometry); Epidemiology; Medicine; Disease; Demography; Population; Gerontology; Pediatrics; Environmental health; Pathology","authors":[{"name":"Allison W. Willis","is_ca":false},{"name":"Eric Roberts","is_ca":false},{"name":"James C. Beck","is_ca":false},{"name":"Brian Fiske","is_ca":false},{"name":"Web Ross","is_ca":false},{"name":"Rodolfo Savica","is_ca":false},{"name":"Stephen K. Van Den Eeden","is_ca":false},{"name":"Caroline M. Tanner","is_ca":false},{"name":"Connie Marras","is_ca":false},{"name":"Roy N. Alcalay","is_ca":false},{"name":"Michael A. Schwarzschild","is_ca":false},{"name":"Brad A. Racette","is_ca":false},{"name":"Honglei Chen","is_ca":false},{"name":"Tim Church","is_ca":false},{"name":"Bill Wilson","is_ca":false},{"name":"James M. Doria","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01552340193712558,"gpt":0.2635856557705993,"spread":0.2480622538334737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001841337,0.000419473,0.0006422967,0.0004668323,0.0002257369,0.00002173517,0.0003495885,0.00003947685,0.001538204],"category_scores_gemma":[0.0001922226,0.0004259645,0.000374789,0.001198636,0.0001446735,0.0001714052,0.0003188459,0.0003354531,0.00008435497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000424266,"about_ca_system_score_gemma":0.0008121002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003008564,"about_ca_topic_score_gemma":0.00007103363,"domain_scores_codex":[0.9963564,0.0002613386,0.0006178242,0.0009115259,0.001209677,0.0006432868],"domain_scores_gemma":[0.9970515,0.00008039881,0.0003070477,0.0009752907,0.00009220396,0.001493578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004710325,0.003193402,0.9757934,0.0002024973,0.0000954866,0.003538281,0.0002275289,0.0009028177,0.00009563571,0.0000992086,0.0007487559,0.01039262],"study_design_scores_gemma":[0.002468288,0.0002605933,0.7587829,0.00006226622,0.0003190797,0.000005383175,0.0001267349,0.001848739,0.00004932726,0.0002411214,0.235541,0.0002945321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920116,0.004412185,0.00006278136,0.0004966356,0.0002331815,0.001023338,0.001143599,0.0001144043,0.0005022952],"genre_scores_gemma":[0.9963326,0.0003760372,0.0002997125,0.001193354,0.00008104179,0.0007757957,0.0005457686,0.0000707674,0.0003249539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2347923,"threshold_uncertainty_score":0.9998192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2602156859","doi":"10.1038/s41531-017-0010-8","title":"LRRK2 levels in immune cells are increased in Parkinson’s disease","year":2017,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":306,"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":"National Center for Advancing Translational Sciences; National Institute of Environmental Health Sciences; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; School of Medicine, Emory University; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Parkinson's Foundation; Emory University","keywords":"Immunophenotyping; Immune system; LRRK2; Immunology; Cytokine; Leucine-rich repeat; Cytotoxic T cell; Biology; Immunosenescence; T cell; Medicine; Kinase; Parkinson's disease; Flow cytometry; Cancer research; Disease; Internal medicine; Cell biology; Biochemistry; In vitro","authors":[{"name":"Darcie A. Cook","is_ca":false},{"name":"George T. Kannarkat","is_ca":false},{"name":"Amarallys F. Cintron","is_ca":false},{"name":"Laura M. Butkovich","is_ca":false},{"name":"Kyle Fraser","is_ca":false},{"name":"Jianjun Chang","is_ca":false},{"name":"Nelly Grigoryan","is_ca":false},{"name":"Stewart A. Factor","is_ca":true},{"name":"Andrew B. West","is_ca":false},{"name":"Jeremy M. Boss","is_ca":false},{"name":"Malú G. Tansey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03101738232479677,"gpt":0.2884596899365521,"spread":0.2574423076117553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004960719,0.0008051584,0.001111852,0.0006036406,0.0004333619,0.0002553267,0.0007097692,0.0002161578,0.0007223114],"category_scores_gemma":[0.0006303419,0.0007780201,0.0005224559,0.0003224901,0.000238912,0.0005587489,0.0003137203,0.0004859448,0.0004868786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006099747,"about_ca_system_score_gemma":0.0008054866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136945,"about_ca_topic_score_gemma":0.0003648725,"domain_scores_codex":[0.9952194,0.0002599853,0.0008881346,0.001471386,0.0009483369,0.00121276],"domain_scores_gemma":[0.9940111,0.00009568515,0.0005808083,0.002611772,0.0001254762,0.002575135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004047918,0.003722144,0.9713144,0.0003400065,0.0001187208,0.01347461,0.0000894473,0.00002644393,0.001078214,0.0001436355,0.0005081223,0.005136296],"study_design_scores_gemma":[0.01080757,0.00009290111,0.9142373,0.0009467775,0.0003848253,0.000005683815,0.00007889036,0.0009622889,0.001103047,0.0008519129,0.06984593,0.0006828794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893944,0.004361856,0.0000239381,0.001305766,0.0005037272,0.0016917,0.0009887563,0.0001560855,0.001573717],"genre_scores_gemma":[0.9963684,0.0005350176,0.0002531501,0.0008897952,0.0002411698,0.0005876608,0.0001930457,0.0001378964,0.0007938608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06933781,"threshold_uncertainty_score":0.9994671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2797850641","doi":"10.1038/s41531-018-0047-3","title":"Neuromelanin detection by magnetic resonance imaging (MRI) and its promise as a biomarker for Parkinson’s disease","year":2018,"lang":"en","type":"review","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":273,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca; Università degli Studi di Milano","keywords":"Neuromelanin; Magnetic resonance imaging; Substantia nigra; Locus coeruleus; Parkinson's disease; Dopaminergic; Biomarker; Medicine; Disease; Dopamine; Neuroscience; Pathogenesis; Pathology; Internal medicine; Psychology; Chemistry; Radiology; Central nervous system; Biochemistry","authors":[{"name":"David Sulzer","is_ca":false},{"name":"Clifford Cassidy","is_ca":true},{"name":"Guillermo Horga","is_ca":false},{"name":"Un Jung Kang","is_ca":false},{"name":"Stanley Fahn","is_ca":false},{"name":"Luigi Casella","is_ca":false},{"name":"Gianni Pezzoli","is_ca":false},{"name":"Jason Langley","is_ca":false},{"name":"Xiaoping Hu","is_ca":false},{"name":"Fabio A. Zucca","is_ca":false},{"name":"Ioannis U. Isaias","is_ca":false},{"name":"Luigi Zecca","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02978738094263227,"gpt":0.308936419505672,"spread":0.2791490385630397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0003610613,0.001536349,0.002118455,0.0005922446,0.0004690872,0.0002422601,0.0003741908,0.0003195163,0.0003737973],"category_scores_gemma":[0.000564131,0.001344613,0.001160558,0.0006334282,0.0001998899,0.0002823004,0.000218447,0.000379662,0.0003713411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004250205,"about_ca_system_score_gemma":0.0009441135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002800978,"about_ca_topic_score_gemma":0.000005700538,"domain_scores_codex":[0.9938804,0.0003801441,0.001057598,0.002622401,0.0008465101,0.001212934],"domain_scores_gemma":[0.9944223,0.0002096895,0.0006048628,0.001238269,0.0002584011,0.003266473],"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":[0.003044597,0.001175302,0.0009309485,0.01607805,0.0002482987,0.001339911,0.00002268547,2.791979e-8,0.00001640246,0.00002619707,0.0089356,0.968182],"study_design_scores_gemma":[0.003930951,0.0004413529,0.00676791,0.007056466,0.008306937,0.0001091147,0.000006629503,0.001171198,0.00001637392,0.0001708647,0.9708815,0.001140728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001820058,0.9852475,0.00009120905,0.0001813491,0.0005931938,0.007238335,0.004274744,0.0003276652,0.0002259661],"genre_scores_gemma":[0.01553928,0.974095,0.0001716846,0.0005179651,0.0005112244,0.005353696,0.001340023,0.0004358468,0.002035294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9670413,"threshold_uncertainty_score":0.9997385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312128833","doi":"10.1038/s41531-022-00437-1","title":"Diffusion along perivascular spaces as marker for impairment of glymphatic system in Parkinson’s disease","year":2022,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":193,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; Zhejiang University; National Natural Science Foundation of China","keywords":"Glymphatic system; Parkinson's disease; Perivascular space; Diffusion MRI; Levodopa; Medicine; Lateralization of brain function; Disease; Pathology; Internal medicine; Magnetic resonance imaging; Cardiology; Psychology; Cerebrospinal fluid; Radiology; Audiology","authors":[{"name":"Ting Shen","is_ca":false},{"name":"Yumei Yue","is_ca":false},{"name":"Fang Ba","is_ca":true},{"name":"Tinging He","is_ca":false},{"name":"Xiaocui Tang","is_ca":false},{"name":"Xingyue Hu","is_ca":false},{"name":"Jiali Pu","is_ca":false},{"name":"Cong Huang","is_ca":false},{"name":"Wen Lv","is_ca":false},{"name":"Baorong Zhang","is_ca":false},{"name":"Hsin‐Yi Lai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01412911394073851,"gpt":0.2500377712832915,"spread":0.235908657342553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004648726,0.0003630148,0.0004668254,0.0002869232,0.0004569652,0.00008652755,0.0005611339,0.00004016753,0.0004057237],"category_scores_gemma":[0.0003750069,0.0003603738,0.0004480506,0.0005231307,0.0001204573,0.0002043186,0.0004082085,0.0001350066,0.00002899729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005248595,"about_ca_system_score_gemma":0.0003693343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002061111,"about_ca_topic_score_gemma":0.00001288492,"domain_scores_codex":[0.9962643,0.0004178768,0.000602946,0.0009690821,0.001114035,0.0006317746],"domain_scores_gemma":[0.9980977,0.0002005759,0.0002372559,0.0007007773,0.00004100258,0.0007227101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01535767,0.005592105,0.9206858,0.004166512,0.00006813811,0.001925434,0.001517189,0.004495368,0.03230693,0.00793507,0.001526055,0.004423751],"study_design_scores_gemma":[0.005914328,0.0006524077,0.772292,0.0003580028,0.0002787276,0.00003051872,0.001125055,0.06397475,0.002925411,0.0006520009,0.1508786,0.0009181378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994837,0.001810312,0.00006322607,0.0003082312,0.0004903393,0.001704709,0.0004250088,0.0001167299,0.0002444187],"genre_scores_gemma":[0.9976127,0.000125273,0.00003472092,0.0004761758,0.00009643423,0.001213311,0.00003974948,0.00006649533,0.0003351106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1493526,"threshold_uncertainty_score":0.9998848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808792262","doi":"10.1038/s41531-018-0055-3","title":"Cognitive impairment in Parkinson’s disease: a report from a multidisciplinary symposium on unmet needs and future directions to maintain cognitive health","year":2018,"lang":"en","type":"review","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":187,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; University of Alberta","funders":"Canadian Institutes of Health Research; EMD Serono; Parkinson Canada; Tel Aviv University; Alberta Innovates; Eisai; University of Alberta; University Health Network; Parkinson's Foundation; Harvard University; University of Pennsylvania; Parkinsonfonden; Alzheimer Society; Eli Lilly and Company; National Parkinson Foundation; Pfizer; Biogen; University of Delaware; International Parkinson and Movement Disorder Society; Rush University; Patient-Centered Outcomes Research Institute; National Institutes of Health; Florida Department of Health; Association for Frontotemporal Degeneration; Parkinson's Disease Foundation; Michael J. Fox Foundation for Parkinson's Research; American Parkinson Disease Association","keywords":"Cognition; Dementia; Health care; Psychological intervention; Disease; Multidisciplinary approach; Parkinson's disease; Psychology; Medicine; Cognitive decline; Gerontology; Nursing; Psychiatry","authors":[{"name":"Jennifer G. Goldman","is_ca":false},{"name":"Beth A. Vernaleo","is_ca":false},{"name":"Richard Camicioli","is_ca":true},{"name":"Nabila Dahodwala","is_ca":false},{"name":"Roseanne D. Dobkin","is_ca":false},{"name":"Terry D. Ellis","is_ca":false},{"name":"James E. Galvin","is_ca":false},{"name":"Connie Marras","is_ca":true},{"name":"Jerri D. Edwards","is_ca":false},{"name":"Julie A. Fields","is_ca":false},{"name":"Robyn Golden","is_ca":false},{"name":"Jason Karlawish","is_ca":false},{"name":"Bonnie Levin","is_ca":false},{"name":"Lisa M. Shulman","is_ca":false},{"name":"Glenn E. Smith","is_ca":false},{"name":"Christy Tangney","is_ca":false},{"name":"Cathi A. Thomas","is_ca":false},{"name":"Alexander I. Tröster","is_ca":false},{"name":"Noreen Coyan","is_ca":false},{"name":"Crystal Ellman","is_ca":false},{"name":"Mike Ellman","is_ca":false},{"name":"Charlie Hoffman","is_ca":false},{"name":"Susan Hoffman","is_ca":false},{"name":"Don Simmonds","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03074294574455875,"gpt":0.3510019494476307,"spread":0.3202590037030719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006340969,0.001784312,0.003340718,0.001673534,0.0005246929,0.0001543734,0.000257695,0.0004368678,0.0002701142],"category_scores_gemma":[0.0003011582,0.001533836,0.001141604,0.001543736,0.0002334249,0.0001758747,0.0004046779,0.0008242221,0.0003458167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803209,"about_ca_system_score_gemma":0.003096607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003751149,"about_ca_topic_score_gemma":0.0001500664,"domain_scores_codex":[0.991937,0.0009839892,0.001614877,0.002887569,0.001199322,0.001377217],"domain_scores_gemma":[0.9916815,0.000498358,0.0009233149,0.001197165,0.0002620126,0.005437674],"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":[0.01545204,0.01714416,0.04559728,0.01698551,0.004388638,0.04051778,0.002237982,9.697042e-7,3.839498e-7,0.0001261807,0.005091378,0.8524577],"study_design_scores_gemma":[0.004074031,0.001127476,0.1434266,0.0371813,0.005568465,0.00009441838,0.0006955498,0.00002380256,6.867195e-7,0.0001423657,0.8065491,0.001116258],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02063572,0.9497415,0.00004947244,0.001874915,0.0009534777,0.009902745,0.01624729,0.0002892529,0.0003056672],"genre_scores_gemma":[0.02783939,0.9531476,0.0002480388,0.001391707,0.001603897,0.00563028,0.009335651,0.0003292769,0.0004741279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8513414,"threshold_uncertainty_score":0.9994902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185922159","doi":"10.1038/s41531-021-00203-9","title":"Alpha-synuclein research: defining strategic moves in the battle against Parkinson’s disease","year":2021,"lang":"en","type":"review","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Institute of Neurological Disorders and Stroke; National Health and Medical Research Council; Medical Research Council; National Institutes of Health; H. Lundbeck A/S; Lundbeckfonden; National Institute on Drug Abuse; École Polytechnique Fédérale de Lausanne; Deutsche Forschungsgemeinschaft; Deutsches Zentrum für Neurodegenerative Erkrankungen; Agence Nationale de la Recherche; Parkinson's Foundation; Aarhus Universitet; European Commission; European Federation of Pharmaceutical Industries and Associations; Michael J. Fox Foundation for Parkinson's Research","keywords":"Parkinson's disease; Disease; Battle; Alpha-synuclein; Medicine; Political science; Neuroscience; Psychology; Pathology; History","authors":[{"name":"Luís M. A. Oliveira","is_ca":false},{"name":"Thomas Gasser","is_ca":false},{"name":"Robert H. Edwards","is_ca":false},{"name":"Markus Zweckstetter","is_ca":false},{"name":"Ronald Melki","is_ca":false},{"name":"Leonidas Stefanis","is_ca":false},{"name":"Hilal A. Lashuel","is_ca":false},{"name":"David Sulzer","is_ca":false},{"name":"Kostas Vekrellis","is_ca":false},{"name":"Glenda M. Halliday","is_ca":false},{"name":"Julianna J. Tomlinson","is_ca":true},{"name":"Michael G. Schlossmacher","is_ca":true},{"name":"Poul Henning Jensen","is_ca":false},{"name":"Julia M. Schulze‐Hentrich","is_ca":false},{"name":"Olaf Rieß","is_ca":false},{"name":"Warren D. Hirst","is_ca":false},{"name":"Omar M. A. El‐Agnaf","is_ca":false},{"name":"Brit Mollenhauer","is_ca":false},{"name":"Peter T. Lansbury","is_ca":false},{"name":"Tiago F. Outeiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1900603234432968,"gpt":0.4009510730955972,"spread":0.2108907496523004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001961972,0.001607289,0.003176518,0.001159668,0.0006230197,0.0005896339,0.001209115,0.0005181151,0.0007288269],"category_scores_gemma":[0.00141222,0.001160577,0.002114669,0.002371135,0.0003981409,0.0002679965,0.0004562456,0.002064363,0.001133807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009533678,"about_ca_system_score_gemma":0.005034375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008546472,"about_ca_topic_score_gemma":0.00004081434,"domain_scores_codex":[0.9880743,0.002964287,0.001566999,0.002617697,0.002739808,0.002036911],"domain_scores_gemma":[0.9915522,0.001693537,0.0005432662,0.003054937,0.0003111476,0.002844898],"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":[0.001172511,0.009404828,0.005820901,0.03025336,0.001908125,0.06945563,0.0004102531,0.00001602016,0.00000216868,0.008216089,0.01426299,0.8590771],"study_design_scores_gemma":[0.001928305,0.0001422804,0.006068848,0.01990111,0.003405358,0.00004224114,0.0004549306,0.00009811464,7.933359e-7,0.0006532104,0.9663149,0.000989882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005501181,0.9843206,0.000003633536,0.0004300393,0.000665414,0.00302987,0.001826654,0.0001852658,0.004037291],"genre_scores_gemma":[0.05133,0.9395864,0.0001610836,0.000694081,0.0006094822,0.002837949,0.00392969,0.0003451167,0.0005062039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9520519,"threshold_uncertainty_score":0.9996675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327803761","doi":"10.1038/npjparkd.2015.2","title":"Common genetic variant association with altered HLA expression, synergy with pyrethroid exposure, and risk for Parkinson’s disease: an observational and case–control study","year":2015,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Movement Disorders","funders":"National Institute of Environmental Health Sciences; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; National Institutes of Health; Canada Excellence Research Chairs, Government of Canada; Emory University; Michael J. Fox Foundation for Parkinson's Research","keywords":"Single-nucleotide polymorphism; Immunology; SNP; Major histocompatibility complex; Human leukocyte antigen; Biology; Immune system; Odds ratio; Genotype; Antigen; Genetics; Medicine; Internal medicine; Gene","authors":[{"name":"George T. Kannarkat","is_ca":false},{"name":"D A Cook","is_ca":false},{"name":"Jianjun Chang","is_ca":false},{"name":"Julianne Chung","is_ca":false},{"name":"E Sandy","is_ca":false},{"name":"Kimberly C. Paul","is_ca":false},{"name":"Beate Ritz","is_ca":false},{"name":"Jeff M. Bronstein","is_ca":false},{"name":"Stewart A. Factor","is_ca":true},{"name":"Jeremy M. Boss","is_ca":false},{"name":"M G Tansey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03451969405618324,"gpt":0.2818041483571175,"spread":0.2472844543009343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000511648,0.0005393311,0.0006578447,0.0001463481,0.000420244,0.0001687466,0.0001057704,0.0001119593,0.00003331283],"category_scores_gemma":[0.0002403313,0.0003998936,0.00008495158,0.0001874286,0.0000873358,0.0003704909,0.00005120472,0.0001768348,0.000002795093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563923,"about_ca_system_score_gemma":0.0005158518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002449689,"about_ca_topic_score_gemma":0.0003121465,"domain_scores_codex":[0.9965699,0.000457702,0.0004504977,0.001071048,0.0009103775,0.0005405267],"domain_scores_gemma":[0.9957958,0.0002281353,0.0004418655,0.0006788785,0.0004160986,0.002439243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01289531,0.002548453,0.9746572,0.00009862267,0.0007580509,0.003821221,0.0003831302,0.0001711964,0.0000304253,0.00004122356,0.000320949,0.004274252],"study_design_scores_gemma":[0.02284071,0.003075716,0.9557253,0.0001366322,0.004060871,0.0001570402,0.0005069439,0.005287377,0.00002834768,0.0003878232,0.007306761,0.0004865344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893708,0.003391246,0.002000848,0.000232431,0.000108811,0.002841117,0.001904351,0.0001289404,0.00002142029],"genre_scores_gemma":[0.9943708,0.0001685393,0.002987047,0.0003500292,0.0002807645,0.001305571,0.0003009027,0.0001018678,0.0001344814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01893192,"threshold_uncertainty_score":0.9998453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945978665","doi":"10.1038/s41531-019-0080-x","title":"Mitochondria function associated genes contribute to Parkinson’s Disease risk and later age at onset","year":2019,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Autophagy in Disease and Therapy","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre; McGill Genome Centre; Montreal Neurological Institute and Hospital","funders":"National Institute on Aging; Rosetrees Trust; Parkinson's UK; U.S. Department of Health and Human Services; National Institutes of Health; Medical Research Council; Barts Charity","keywords":"Mendelian randomization; Mitophagy; Biology; Mitochondrion; Proteostasis; Genetics; Disease; Parkinson's disease; Mitochondrial disease; LRRK2; Mitochondrial DNA; Genome-wide association study; Mitochondrial Encephalomyopathies; Bioinformatics; Gene; Mutation; Medicine; Internal medicine; Mitochondrial myopathy; Single-nucleotide polymorphism; Autophagy","authors":[{"name":"Kimberley J. Billingsley","is_ca":false},{"name":"Inês A. Barbosa","is_ca":false},{"name":"Sara Bandrés‐Ciga","is_ca":false},{"name":"John P. Quinn","is_ca":false},{"name":"Vivien J. Bubb","is_ca":false},{"name":"Charu Deshpande","is_ca":false},{"name":"Juan A. Botía","is_ca":false},{"name":"Regina H. Reynolds","is_ca":false},{"name":"David Zhang","is_ca":false},{"name":"Michael A. Simpson","is_ca":false},{"name":"Cornelis Blauwendraat","is_ca":false},{"name":"Ziv Gan‐Or","is_ca":true},{"name":"J. Raphael Gibbs","is_ca":false},{"name":"Mike A. Nalls","is_ca":false},{"name":"Andrew Singleton","is_ca":false},{"name":"Alastair J. Noyce","is_ca":false},{"name":"Arianna Tucci","is_ca":false},{"name":"Ben Middlehurst","is_ca":false},{"name":"Demis A. Kia","is_ca":false},{"name":"Mingpu Tan","is_ca":false},{"name":"Henry Houlden","is_ca":false},{"name":"Huw R. Morris","is_ca":false},{"name":"Hélène Plun‐Favreau","is_ca":false},{"name":"Peter Holmans","is_ca":false},{"name":"John Hardy","is_ca":false},{"name":"Daniah Trabzuni","is_ca":false},{"name":"José Brás","is_ca":false},{"name":"Kin Y. Mok","is_ca":false},{"name":"Kerri J. Kinghorn","is_ca":false},{"name":"Nicholas Wood","is_ca":false},{"name":"Patrick A. Lewis","is_ca":false},{"name":"Rita Guerreiro","is_ca":false},{"name":"Ruth C. Lovering","is_ca":false},{"name":"Lea R’Bibo","is_ca":false},{"name":"Mie Rizig","is_ca":false},{"name":"Valentina Escott‐Price","is_ca":false},{"name":"Viorica Chelban","is_ca":false},{"name":"Thomas Foltynie","is_ca":false},{"name":"N. Williams","is_ca":false},{"name":"Alexis Brice","is_ca":false},{"name":"Fabrice Danjou","is_ca":false},{"name":"Suzanne Lesage","is_ca":false},{"name":"María Martínez","is_ca":false},{"name":"Ayush Giri","is_ca":false},{"name":"Claudia Schulte","is_ca":false},{"name":"Kathrin Brockmann","is_ca":false},{"name":"Javier Simón‐Sánchez","is_ca":false},{"name":"Peter Heutink","is_ca":false},{"name":"Patrizia Rizzu","is_ca":false},{"name":"Manu Sharma","is_ca":false},{"name":"Thomas Gasser","is_ca":false},{"name":"Aude Nicolas","is_ca":false},{"name":"Mark Cookson","is_ca":false},{"name":"Faraz Faghri","is_ca":false},{"name":"Dena Hernández","is_ca":false},{"name":"J. Shulman","is_ca":false},{"name":"Laurie Robak","is_ca":false},{"name":"Steven Lubbe","is_ca":false},{"name":"Steven Finkbeiner","is_ca":false},{"name":"Niccolò E. Mencacci","is_ca":false},{"name":"Codrin Lungu","is_ca":false},{"name":"Sonja W. Scholz","is_ca":false},{"name":"Xylena Reed","is_ca":false},{"name":"Hampton L. Leonard","is_ca":false},{"name":"Guy A. Rouleau","is_ca":true},{"name":"Lynne Krohan","is_ca":true},{"name":"JJ van Hilten","is_ca":false},{"name":"Johan Marinus","is_ca":false},{"name":"Astrid Adarmes‐Gómez","is_ca":false},{"name":"M. Aguilar","is_ca":false},{"name":"Ignacio Álvarez","is_ca":false},{"name":"Victoria Álvarez","is_ca":false},{"name":"Francisco Javier Barrero","is_ca":false},{"name":"J. Bergareche Yarza","is_ca":false},{"name":"Inmaculada Bernal‐Bernal","is_ca":false},{"name":"Magally Bernal","is_ca":false},{"name":"María Teresa Boungiorno","is_ca":false},{"name":"Dolores Buiza‐Rueda","is_ca":false},{"name":"Ana Cámara","is_ca":false},{"name":"María Cárcel","is_ca":false},{"name":"F. Carrillo","is_ca":false},{"name":"Mario Carrión‐Claro","is_ca":false},{"name":"Debora Cerdan","is_ca":false},{"name":"Jordi Clarimón","is_ca":false},{"name":"Yaroslau Compta","is_ca":false},{"name":"Mónica Díez-Fairén","is_ca":false},{"name":"Oriol Dols‐Icardo","is_ca":false},{"name":"J. Duarte","is_ca":false},{"name":"R. l. Duran","is_ca":false},{"name":"Francisco Escamilla‐Sevilla","is_ca":false},{"name":"Mario Ezquerra","is_ca":false},{"name":"Manel Fernández","is_ca":false},{"name":"Rubén Fernández‐Santiago","is_ca":false},{"name":"C. Garcı́a","is_ca":false},{"name":"Pedro Ruiz","is_ca":false},{"name":"Pilar Gómez‐Garre","is_ca":false},{"name":"Mégane Heredia","is_ca":false},{"name":"Isabel González Aramburu","is_ca":false},{"name":"Ana Gorostidi Pagola","is_ca":false},{"name":"Janet Hoenicka","is_ca":false},{"name":"Jon Infante","is_ca":false},{"name":"Silvia Jesús","is_ca":false},{"name":"Adriano Jiménez‐Escrig","is_ca":false},{"name":"Jaime Kulisevsky","is_ca":false},{"name":"Miguel A. Labrador‐Espinosa","is_ca":false},{"name":"José Luis López-Sendón","is_ca":false},{"name":"Adolfo López de Munaín Arregui","is_ca":false},{"name":"Daniel Macías","is_ca":false},{"name":"Irene Martínez‐Torres","is_ca":false},{"name":"Marı́a José Martı́","is_ca":false},{"name":"Juan Carlos Martínez‐Castrillo","is_ca":false},{"name":"Carlota Méndez‐del‐Barrio","is_ca":false},{"name":"Manuel Menéndez‐González","is_ca":false},{"name":"Adolfo Mínguez‐Castellanos","is_ca":false},{"name":"Pablo Mir","is_ca":false},{"name":"Elisabet Mondragón Rezola","is_ca":false},{"name":"Esteban Muñoz","is_ca":false},{"name":"Javier Pagonabarraga","is_ca":false},{"name":"Pau Pástor","is_ca":false},{"name":"Francisco Pérez Errazquin","is_ca":false},{"name":"María Teresa Periñán","is_ca":false},{"name":"Javier Ruiz‐Martínez","is_ca":false},{"name":"Clara Ruz","is_ca":false},{"name":"A Rodríguez","is_ca":false},{"name":"María Sierra","is_ca":false},{"name":"Esther Suárez-Sanmartín","is_ca":false},{"name":"César Tabernero","is_ca":false},{"name":"Juan Pablo Tartari","is_ca":false},{"name":"Cristina Tejera‐Parrado","is_ca":false},{"name":"E. Tolosa","is_ca":false},{"name":"Francesc Valldeoriola","is_ca":false},{"name":"Laura Vargas‐González","is_ca":false},{"name":"Lydia Vela","is_ca":false},{"name":"Francisco Vives","is_ca":false},{"name":"Alexander Zimprich","is_ca":false},{"name":"Lasse Pihlstrøm","is_ca":false},{"name":"Pille Taba","is_ca":false},{"name":"Kari Majamaa","is_ca":false},{"name":"Ari Siitonen","is_ca":false},{"name":"Njideka Okubadejo","is_ca":false},{"name":"Oluwadamilola O. Ojo","is_ca":false},{"name":"Mina Ryten","is_ca":false},{"name":"Sulev Kõks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009482790294262867,"gpt":0.2473735153319013,"spread":0.2378907250376385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002401463,0.0004619616,0.0005822072,0.0001913129,0.000250648,0.00008932527,0.0001455043,0.0001618814,0.001540297],"category_scores_gemma":[0.0002805196,0.0004096556,0.0003169549,0.0002785377,0.00008871411,0.0001709881,0.0001331385,0.0002303089,0.001266386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652686,"about_ca_system_score_gemma":0.000189909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004704447,"about_ca_topic_score_gemma":0.00003408648,"domain_scores_codex":[0.9971129,0.0002455964,0.0004231268,0.0009314269,0.0006233636,0.0006635827],"domain_scores_gemma":[0.9963564,0.0001367654,0.0002011157,0.000851896,0.0001427176,0.002311153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01147574,0.0005735906,0.9689354,0.0001080716,0.0003928159,0.0006702311,0.0001168994,0.00003378697,0.001247355,0.00003058911,0.01364634,0.002769126],"study_design_scores_gemma":[0.003972957,0.0002141573,0.7081953,0.0001171029,0.0008097892,0.000002946533,0.00001537922,0.0003102218,0.0002384048,0.0003288953,0.2854441,0.0003507654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988533,0.006083558,0.00006320848,0.0008237634,0.0007153573,0.001677829,0.001580628,0.0002676621,0.0002549981],"genre_scores_gemma":[0.9867485,0.0008665641,0.00004659168,0.004768813,0.0002957085,0.0002154466,0.0009148453,0.00008798427,0.006055514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2717977,"threshold_uncertainty_score":0.9998356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402603151","doi":"10.1038/s41531-024-00772-5","title":"Sensing data and methodology from the Adaptive DBS Algorithm for Personalized Therapy in Parkinson’s Disease (ADAPT-PD) clinical trial","year":2024,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Deep brain stimulation; Subthalamic nucleus; Parkinson's disease; Medicine; SIGNAL (programming language); Physical medicine and rehabilitation; Computer science; Disease; Internal medicine","authors":[{"name":"Scott Stanslaski","is_ca":false},{"name":"Rebekah L. S. Summers","is_ca":false},{"name":"Lisa Tonder","is_ca":false},{"name":"Ye Tan","is_ca":false},{"name":"Michelle Case","is_ca":false},{"name":"Robert S. Raike","is_ca":false},{"name":"Nathan Morelli","is_ca":false},{"name":"Todd M. Herrington","is_ca":false},{"name":"Martijn Beudel","is_ca":false},{"name":"Jill L. Ostrem","is_ca":false},{"name":"Simon Little","is_ca":false},{"name":"Leonardo Almeida","is_ca":false},{"name":"Adolfo Ramirez‐Zamora","is_ca":false},{"name":"Alfonso Fasano","is_ca":true},{"name":"Travis Hassell","is_ca":false},{"name":"Kyle T. Mitchell","is_ca":false},{"name":"Elena Moro","is_ca":false},{"name":"Michał Gostkowski","is_ca":false},{"name":"Nagaraja Sarangmat","is_ca":false},{"name":"Helen Brontë‐Stewart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3347866610087597,"gpt":0.4435876661608286,"spread":0.1088010051520689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009969717,0.0003419903,0.0006487442,0.00007144456,0.0001353406,0.0000930857,0.0002382685,0.0001426845,0.0001127218],"category_scores_gemma":[0.001077218,0.0002115676,0.0003085491,0.000185068,0.0003599106,0.0001231452,0.0001720677,0.0003762985,0.00001468567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003709603,"about_ca_system_score_gemma":0.0003299359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001706572,"about_ca_topic_score_gemma":0.00003690621,"domain_scores_codex":[0.9963607,0.001091972,0.0005365933,0.00127624,0.0003198968,0.0004146322],"domain_scores_gemma":[0.9946073,0.003836917,0.00009451728,0.0008005576,0.00004760548,0.0006131332],"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":[0.1551169,0.00126047,0.02867279,0.00002998377,0.0005827312,0.001885324,0.0002765237,0.000001020621,0.000009506833,0.0002267402,0.007456522,0.8044815],"study_design_scores_gemma":[0.08008657,0.001831572,0.2564169,0.0001707309,0.001155343,0.00000516834,0.0002899688,0.08678462,0.000003430225,0.01598304,0.5568582,0.0004144908],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023917,0.05445884,0.01457113,0.01784505,0.001425648,0.004812944,0.004224675,0.0002019321,0.00006808873],"genre_scores_gemma":[0.9643434,0.007995679,0.01456734,0.01016266,0.001300457,0.0002371226,0.001093278,0.00008619832,0.000213824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.804067,"threshold_uncertainty_score":0.8627478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952898251","doi":"10.1038/s41531-019-0076-6","title":"Moving beyond neurons: the role of cell type-specific gene regulation in Parkinson’s disease heritability","year":2019,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute on Aging; UK Dementia Research Institute; Rosetrees Trust; Parkinson's UK; National Institutes of Health; Medical Research Council; Barts Charity","keywords":"Cell type; Biology; Microglia; Parkinson's disease; Neuroscience; Gene; Heritability; Genetics; Cell; Disease; Pathology; Immunology; Medicine","authors":[{"name":"Regina H. Reynolds","is_ca":false},{"name":"Juan A. Botía","is_ca":false},{"name":"Mike A. Nalls","is_ca":false},{"name":"Alastair J. Noyce","is_ca":false},{"name":"Aude Nicolas","is_ca":false},{"name":"Mark Cookson","is_ca":false},{"name":"Sara Bandrés‐Ciga","is_ca":false},{"name":"J. Raphael Gibbs","is_ca":false},{"name":"Dena G. Hernandez","is_ca":false},{"name":"Andrew Singleton","is_ca":false},{"name":"Xylena Reed","is_ca":false},{"name":"Hampton L. Leonard","is_ca":false},{"name":"Cornelis Blauwendraat","is_ca":false},{"name":"Faraz Faghri","is_ca":false},{"name":"José Brás","is_ca":false},{"name":"Rita Guerreiro","is_ca":false},{"name":"Arianna Tucci","is_ca":false},{"name":"Demis A. Kia","is_ca":false},{"name":"Henry Houlden","is_ca":false},{"name":"Hélène Plun‐Favreau","is_ca":false},{"name":"Kin Y. Mok","is_ca":false},{"name":"Nicholas Wood","is_ca":false},{"name":"Ruth C. Lovering","is_ca":false},{"name":"Lea R’Bibo","is_ca":false},{"name":"Mie Rizig","is_ca":false},{"name":"Viorica Chelban","is_ca":false},{"name":"Daniah Trabzuni","is_ca":false},{"name":"Manuela Tan","is_ca":false},{"name":"Huw R. Morris","is_ca":false},{"name":"Ben Middlehurst","is_ca":false},{"name":"John P. Quinn","is_ca":false},{"name":"Kimberley J. Billingsley","is_ca":false},{"name":"Peter Holmans","is_ca":false},{"name":"Kerri J. Kinghorn","is_ca":false},{"name":"Patrick A. Lewis","is_ca":false},{"name":"Valentina Escott‐Price","is_ca":false},{"name":"Nigel Williams","is_ca":false},{"name":"Thomas Foltynie","is_ca":false},{"name":"Alexis Brice","is_ca":false},{"name":"Fabrice Danjou","is_ca":false},{"name":"Suzanne Lesage","is_ca":false},{"name":"Jean‐Christophe Corvol","is_ca":false},{"name":"María Martínez","is_ca":false},{"name":"Anamika Giri","is_ca":false},{"name":"Claudia Schulte","is_ca":false},{"name":"Kathrin Brockmann","is_ca":false},{"name":"Javier Simón‐Sánchez","is_ca":false},{"name":"Peter Heutink","is_ca":false},{"name":"Thomas Gasser","is_ca":false},{"name":"Patrizia Rizzu","is_ca":false},{"name":"Manu Sharma","is_ca":false},{"name":"Joshua Shulman","is_ca":false},{"name":"Laurie Robak","is_ca":false},{"name":"Steven Lubbe","is_ca":false},{"name":"Niccolò E. Mencacci","is_ca":false},{"name":"Steven Finkbeiner","is_ca":false},{"name":"Codrin Lungu","is_ca":false},{"name":"Sonja W. Scholz","is_ca":false},{"name":"Ziv Gan‐Or","is_ca":true},{"name":"Guy A. Rouleau","is_ca":true},{"name":"Lynne Krohan","is_ca":true},{"name":"Jacobus J. van Hilten","is_ca":false},{"name":"Johan Marinus","is_ca":false},{"name":"Astrid Adarmes‐Gómez","is_ca":false},{"name":"Inmaculada Bernal‐Bernal","is_ca":false},{"name":"Marta Bonilla‐Toribio","is_ca":false},{"name":"Dolores Buiza‐Rueda","is_ca":false},{"name":"Fátima Carrillo","is_ca":false},{"name":"Mario Carrión‐Claro","is_ca":false},{"name":"Pablo Mir","is_ca":false},{"name":"Pilar Gómez‐Garre","is_ca":false},{"name":"Silvia Jesús","is_ca":false},{"name":"Miguel A. Labrador‐Espinosa","is_ca":false},{"name":"Daniel Macías","is_ca":false},{"name":"Laura Vargas‐González","is_ca":false},{"name":"Carlota Méndez‐del‐Barrio","is_ca":false},{"name":"María Teresa Periñán","is_ca":false},{"name":"Cristina Tejera‐Parrado","is_ca":false},{"name":"Mónica Díez-Fairén","is_ca":false},{"name":"Miquel Aguilar","is_ca":false},{"name":"Ignacio Álvarez","is_ca":false},{"name":"María Teresa Boungiorno","is_ca":false},{"name":"María Cárcel","is_ca":false},{"name":"Pau Pástor","is_ca":false},{"name":"Juan Pablo Tartari","is_ca":false},{"name":"Victoria Álvarez","is_ca":false},{"name":"Manuel Menéndez‐González","is_ca":false},{"name":"Marta Blázquez Estrada","is_ca":false},{"name":"Ciara García","is_ca":false},{"name":"Esther Suárez-Sanmartín","is_ca":false},{"name":"Francisco Javier Barrero","is_ca":false},{"name":"Elisabet Mondragón Rezola","is_ca":false},{"name":"Jesús Alberto Bergareche Yarza","is_ca":false},{"name":"Ana Gorostidi Pagola","is_ca":false},{"name":"Adolfo López de Munaín Arregui","is_ca":false},{"name":"Javier Ruiz‐Martínez","is_ca":false},{"name":"Debora Cerdan","is_ca":false},{"name":"J. Duarte","is_ca":false},{"name":"Jordi Clarimón","is_ca":false},{"name":"Oriol Dols‐Icardo","is_ca":false},{"name":"Jon Infante","is_ca":false},{"name":"Juan Marín‐Lahoz","is_ca":false},{"name":"Jaime Kulisevsky","is_ca":false},{"name":"Javier Pagonabarraga","is_ca":false},{"name":"Isabel González Aramburu","is_ca":false},{"name":"A Rodríguez","is_ca":false},{"name":"María Sierra","is_ca":false},{"name":"Raquel Durán","is_ca":false},{"name":"Clara Ruz","is_ca":false},{"name":"Francisco Vives","is_ca":false},{"name":"Francisco Escamilla‐Sevilla","is_ca":false},{"name":"Adolfo Mínguez‐Castellanos","is_ca":false},{"name":"Anna Maria Novella Càmara","is_ca":false},{"name":"Yaroslau Compta","is_ca":false},{"name":"Mario Ezquerra","is_ca":false},{"name":"Marı́a José Martı́","is_ca":false},{"name":"Manel Fernández","is_ca":false},{"name":"Esteban Muñoz","is_ca":false},{"name":"Rubén Fernández‐Santiago","is_ca":false},{"name":"Eduard Tolosa","is_ca":false},{"name":"Francesc Valldeoriola","is_ca":false},{"name":"Pedro Ruiz","is_ca":false},{"name":"María José Gómez Heredia","is_ca":false},{"name":"Francisco Pérez Errazquin","is_ca":false},{"name":"Janet Hoenicka","is_ca":false},{"name":"Adriano Jiménez‐Escrig","is_ca":false},{"name":"Juan Carlos Martínez‐Castrillo","is_ca":false},{"name":"José Luis López-Sendón","is_ca":false},{"name":"Irene Martínez‐Torres","is_ca":false},{"name":"César Tabernero","is_ca":false},{"name":"Lydia Vela","is_ca":false},{"name":"Alexander Zimprich","is_ca":false},{"name":"Lasse Pihlstrøm","is_ca":false},{"name":"Sulev Kõks","is_ca":false},{"name":"Pille Taba","is_ca":false},{"name":"Kari Majamaa","is_ca":false},{"name":"Ari Siitonen","is_ca":false},{"name":"Njideka Okubadejo","is_ca":false},{"name":"Oluwadamilola O. Ojo","is_ca":false},{"name":"Toni L. Pitcher","is_ca":false},{"name":"Tim Anderson","is_ca":false},{"name":"Steven R. Bentley","is_ca":false},{"name":"Javed Fowdar","is_ca":false},{"name":"George D. Mellick","is_ca":false},{"name":"John C. Dalrymple‐Alford","is_ca":false},{"name":"Anjali K. Henders","is_ca":false},{"name":"Irfahan Kassam","is_ca":false},{"name":"Grant W. Montgomery","is_ca":false},{"name":"Julia Sidorenko","is_ca":false},{"name":"Futao Zhang","is_ca":false},{"name":"Angli Xue","is_ca":false},{"name":"Costanza L. Vallerga","is_ca":false},{"name":"Leanne Wallace","is_ca":false},{"name":"Naomi R. Wray","is_ca":false},{"name":"Jian Yang","is_ca":false},{"name":"Peter M. Visscher","is_ca":false},{"name":"Jacob Gratten","is_ca":false},{"name":"Peter A. Silburn","is_ca":false},{"name":"Glenda M. Halliday","is_ca":false},{"name":"Ian B. Hickie","is_ca":false},{"name":"John B. Kwok","is_ca":false},{"name":"Simon J.G. Lewis","is_ca":false},{"name":"Martin A. Kennedy","is_ca":false},{"name":"John F. Pearson","is_ca":false},{"name":"John Hardy","is_ca":false},{"name":"Sarah A. Gagliano Taliun","is_ca":false},{"name":"Mina Ryten","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01230852869075154,"gpt":0.2333981334704918,"spread":0.2210896047797403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003171907,0.0004063724,0.0005066863,0.0001918852,0.0001129794,0.00004516223,0.0002658957,0.0001001107,0.0007854052],"category_scores_gemma":[0.0001067571,0.0003245497,0.0003073487,0.0005405279,0.0001112888,0.0002193576,0.0001237686,0.0002363049,0.0002273866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867858,"about_ca_system_score_gemma":0.0003950895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007256061,"about_ca_topic_score_gemma":0.00001308924,"domain_scores_codex":[0.9970089,0.0002528102,0.0005834101,0.0008887739,0.0007330192,0.0005330957],"domain_scores_gemma":[0.9972723,0.000129485,0.0002494129,0.001402167,0.0001560943,0.0007905444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004147992,0.002239167,0.9678325,0.0002571974,0.00005773005,0.000163435,0.0002175931,0.0002250323,0.01705122,0.0004556272,0.000174609,0.00717789],"study_design_scores_gemma":[0.002328263,0.0001336238,0.8779263,0.00009499743,0.0002199639,0.000002324454,0.0001434884,0.002562784,0.004111606,0.002449431,0.1097623,0.0002648462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856574,0.0100566,0.00002297815,0.0002876361,0.0003304657,0.001614365,0.0002004252,0.00008147304,0.001748674],"genre_scores_gemma":[0.9979911,0.0004948141,0.0003026288,0.0003031694,0.0001324136,0.0001347497,0.0001959035,0.00007338332,0.0003718681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1095877,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2462372318","doi":"10.1038/npjparkd.2015.25","title":"Fatigue in Parkinson’s disease: report from a multidisciplinary symposium","year":2016,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital","funders":"Canadian Institutes of Health Research; Parkinsonfonden; AstraZeneca; International Parkinson and Movement Disorder Society; Allergan; National Institutes of Health; University of Oxford; Michael J. Fox Foundation for Parkinson's Research; Boston Scientific Corporation; Parkinson Society Canada; Fondation Brain Canada; Avanir Pharmaceuticals; Rush University; National Institute of Neurological Disorders and Stroke; University of Cambridge; National Parkinson Foundation; University of Rochester; Pfizer; Biogen; Bristol-Myers Squibb; Eli Lilly and Company; Johns Hopkins University; Ontario Brain Institute; Université du Luxembourg; Parkinson's Disease Foundation; Teva Pharmaceutical Industries","keywords":"Depression (economics); Disease; Parkinson's disease; Medicine; Etiology; Multidisciplinary approach; Foundation (evidence); Psychiatry; Multiple sclerosis; Gerontology; Psychology; Physical therapy; Pathology","authors":[{"name":"Joseph H. Friedman","is_ca":false},{"name":"James C. Beck","is_ca":false},{"name":"Kelvin L. Chou","is_ca":false},{"name":"Gracia Clark","is_ca":false},{"name":"Christopher P. Fagundes","is_ca":false},{"name":"Christopher G. Goetz","is_ca":false},{"name":"Karen Herlofson","is_ca":false},{"name":"Benzi M. Kluger","is_ca":false},{"name":"Lauren Krupp","is_ca":false},{"name":"Anthony E. Lang","is_ca":true},{"name":"Jao-Shin Lou","is_ca":false},{"name":"Laura Marsh","is_ca":false},{"name":"Anne Newbould","is_ca":false},{"name":"Daniel Weintraub","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02701191969202296,"gpt":0.2950456232617449,"spread":0.2680337035697219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002696581,0.0007377604,0.0008114918,0.0003951305,0.0001895604,0.00006594426,0.0003178851,0.0001874048,0.001052387],"category_scores_gemma":[0.0003336014,0.0005379373,0.0005338003,0.0004287304,0.0001802539,0.0004037873,0.0002430801,0.000223892,0.0004987422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006082311,"about_ca_system_score_gemma":0.0008096371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002467692,"about_ca_topic_score_gemma":0.00006921867,"domain_scores_codex":[0.9950379,0.0002037428,0.0009039443,0.001801856,0.001063704,0.000988921],"domain_scores_gemma":[0.9947075,0.0001894302,0.000323861,0.001762622,0.0001414248,0.002875215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004642721,0.00270833,0.9463319,0.0001121803,0.0002224809,0.03260242,0.0001069847,0.000009588935,0.002496785,0.00009955498,0.002273215,0.008393851],"study_design_scores_gemma":[0.006472106,0.00009943747,0.814583,0.0008442871,0.0005623046,0.00003015601,0.00003852735,0.0003440843,0.0005391323,0.001631888,0.1742766,0.0005784894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98448,0.004187571,0.000635704,0.005216269,0.000649808,0.001523227,0.001497311,0.0003803427,0.001429771],"genre_scores_gemma":[0.9933991,0.0008156534,0.0007512402,0.0004665354,0.0004478322,0.0008115819,0.0006721981,0.0001425088,0.002493355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1720034,"threshold_uncertainty_score":0.9998608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901624232","doi":"10.1038/s41531-018-0069-x","title":"Risk factors of levodopa-induced dyskinesia in Parkinson’s disease: results from the PPMI cohort","year":2018,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Università degli Studi di Perugia; School of Medicine, New York University; Ministero della Salute; York University","keywords":"Internal medicine; Cohort; Medicine; Dyskinesia; Parkinson's disease; Levodopa; Hazard ratio; Incidence (geometry); Movement disorders; Cohort study; Disease; Gastroenterology; Confidence interval","authors":[{"name":"Paolo Eusebi","is_ca":false},{"name":"Michele Romoli","is_ca":false},{"name":"Federico Paolini Paoletti","is_ca":false},{"name":"Nicola Tambasco","is_ca":false},{"name":"Paolo Calabresi","is_ca":false},{"name":"Lucilla Parnetti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02588918299111766,"gpt":0.2766063321648766,"spread":0.2507171491737589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005187564,0.000699412,0.0008702078,0.0002577388,0.0002943553,0.00006477231,0.0005052128,0.000182571,0.0004557045],"category_scores_gemma":[0.001478706,0.00049579,0.000505074,0.0007210486,0.0003161419,0.0002186413,0.0001663658,0.0003808877,0.000199199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885171,"about_ca_system_score_gemma":0.0006570647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155698,"about_ca_topic_score_gemma":0.0003597711,"domain_scores_codex":[0.9951668,0.000442576,0.001003749,0.001371548,0.001203799,0.0008115089],"domain_scores_gemma":[0.9950537,0.0004459444,0.0007384741,0.001933744,0.0002684052,0.00155971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007689053,0.001568457,0.9843093,0.00004171654,0.0004014422,0.0004871342,0.0003863346,0.0000125223,0.0003242012,0.00006789274,0.00216714,0.002544846],"study_design_scores_gemma":[0.005992898,0.0002580398,0.9215973,0.0002999447,0.001395319,0.000001619709,0.0001664822,0.0008943831,0.001120257,0.0005141445,0.06732325,0.0004363772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899871,0.001563511,0.00004334177,0.0006525902,0.0005481442,0.001615449,0.0045379,0.0001554496,0.000896536],"genre_scores_gemma":[0.9968926,0.0004975876,0.0001879777,0.0003843945,0.0005785458,0.0001745015,0.000936771,0.000106114,0.0002415496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06515611,"threshold_uncertainty_score":0.9997494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291172639","doi":"10.1038/s41531-022-00370-3","title":"Nitrosative stress in Parkinson’s disease","year":2022,"lang":"en","type":"review","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Reactive nitrogen species; Parkinson's disease; Dopaminergic; Neuroscience; Disease; Nitric oxide; Medicine; Pathogenesis; Dopamine; Oxidative stress; Mechanism (biology); Biology; Immunology; Pathology; Internal medicine","authors":[{"name":"Morgan G. Stykel","is_ca":true},{"name":"Scott D. Ryan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0550084266293761,"gpt":0.3346878158052335,"spread":0.2796793891758574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0003958859,0.001788556,0.003645128,0.001269095,0.0003658143,0.0001412845,0.0007278411,0.0003455821,0.005119366],"category_scores_gemma":[0.0004384994,0.001604275,0.002243916,0.001420588,0.0001844381,0.0002501234,0.0005243964,0.001304723,0.0005996662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002009737,"about_ca_system_score_gemma":0.003515469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000106026,"about_ca_topic_score_gemma":0.00002938556,"domain_scores_codex":[0.9918646,0.0009395378,0.001473136,0.002546739,0.001736058,0.001439906],"domain_scores_gemma":[0.9929926,0.0003405134,0.0007962546,0.00207684,0.00008793891,0.003705815],"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":[0.001923666,0.006218065,0.02400529,0.02479897,0.001136538,0.02364319,0.0001090803,0.000007229192,1.587293e-7,0.0002914879,0.002417723,0.9154486],"study_design_scores_gemma":[0.002922484,0.0001796136,0.01717288,0.009359206,0.006993962,0.00002525638,0.00006633574,0.00004530863,8.429342e-7,0.0002892014,0.961674,0.001270951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008036104,0.9839915,0.00001205315,0.0001050273,0.0007332881,0.004471101,0.007982089,0.0003067484,0.001594603],"genre_scores_gemma":[0.00715386,0.9772967,0.0001186056,0.0004525433,0.0004877454,0.005680711,0.006853399,0.000400072,0.001556435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9592562,"threshold_uncertainty_score":0.999486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3131749333","doi":"10.1038/s41531-021-00158-x","title":"Timing variability and midfrontal ~4 Hz rhythms correlate with cognition in Parkinson’s disease","year":2021,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":88,"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 on Aging; Roy J. Carver Charitable Trust","keywords":"Cognition; Electroencephalography; Psychology; Audiology; Neuroscience; Parkinson's disease; Montreal Cognitive Assessment; Working memory; Neuromodulation; Cognitive decline; Disease; Medicine; Dementia; Cognitive impairment; Internal medicine; Central nervous system","authors":[{"name":"Arun Singh","is_ca":false},{"name":"Rachel C. Cole","is_ca":false},{"name":"Arturo I. Espinoza","is_ca":false},{"name":"Aron Evans","is_ca":false},{"name":"Scarlett Cao","is_ca":false},{"name":"James F. Cavanagh","is_ca":false},{"name":"Nandakumar S. Narayanan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03178049468753551,"gpt":0.2638835902603384,"spread":0.2321030955728028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002543754,0.0002646747,0.0002226551,0.0001118196,0.0002586074,0.000170204,0.0001351137,0.00005769006,0.0002252397],"category_scores_gemma":[0.0007595802,0.0002488407,0.00007064758,0.0004682184,0.0003333869,0.0006503143,0.0001205222,0.000253546,0.00005250273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009545092,"about_ca_system_score_gemma":0.0003138766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001762858,"about_ca_topic_score_gemma":0.00003979733,"domain_scores_codex":[0.9971389,0.0003698956,0.0002848512,0.001214418,0.0005087167,0.0004832146],"domain_scores_gemma":[0.9985355,0.0001669002,0.00009946433,0.0004451211,0.00004866697,0.0007043989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005884265,0.004159123,0.5070553,0.0006030741,0.00001530188,0.01496168,0.00198865,0.0009147509,0.418812,0.001593475,0.0009681871,0.04304417],"study_design_scores_gemma":[0.001379918,0.00006112707,0.9722475,0.0001526612,0.00007651592,0.00006068103,0.00009579444,0.006915954,0.001784089,0.0009025805,0.01589852,0.0004246148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970456,0.00006844263,0.0003548558,0.0005139253,0.0003577952,0.0004005392,0.0001397282,0.0001022333,0.00101692],"genre_scores_gemma":[0.9968886,0.0002207835,0.00009874006,0.002287813,0.00008788724,0.0001028716,0.00003248343,0.00002733531,0.000253485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4651922,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885962028","doi":"10.1038/s41531-018-0063-3","title":"Altered dopamine release and monoamine transporters in Vps35 p.D620N knock-in mice","year":2018,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Parkinson Canada","keywords":"Dopamine; Vesicular monoamine transporter 2; Dopamine transporter; Dopaminergic; Vesicular monoamine transporter; Tyrosine hydroxylase; Internal medicine; Monoamine neurotransmitter; Parkinsonism; Endocrinology; Biology; Chemistry; Medicine; Serotonin","authors":[{"name":"Stefano Cataldi","is_ca":true},{"name":"Jordan Follett","is_ca":true},{"name":"Jesse D. Fox","is_ca":true},{"name":"Igor Tatarnikov","is_ca":true},{"name":"Chelsie Kadgien","is_ca":true},{"name":"Emil K. Gustavsson","is_ca":true},{"name":"Jaskaran Khinda","is_ca":true},{"name":"Austen J. Milnerwood","is_ca":true},{"name":"Matthew J. Farrer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01592420256849132,"gpt":0.2635732785650751,"spread":0.2476490759965838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001684059,0.0004043371,0.0005294398,0.0004175879,0.00007261866,0.00002923733,0.0001211172,0.0001094647,0.0002333448],"category_scores_gemma":[0.00007117779,0.0003797618,0.0001328863,0.0004449232,0.0001579494,0.0001843001,0.00003593166,0.0001879097,0.00006915974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698586,"about_ca_system_score_gemma":0.0001669853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004693948,"about_ca_topic_score_gemma":0.0004890984,"domain_scores_codex":[0.9976135,0.00008405391,0.0004912254,0.0008402345,0.0003635538,0.0006074257],"domain_scores_gemma":[0.9982383,0.00004255243,0.0001032588,0.000478455,0.00006492109,0.001072497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009231306,0.003831255,0.9403865,0.0004197885,0.000159609,0.005781143,0.0005487059,0.000009602973,0.00531131,0.0001526017,0.0008502192,0.0333179],"study_design_scores_gemma":[0.01115311,0.0004683526,0.9497975,0.0003752976,0.000311938,0.00002269217,0.0001508139,0.002413272,0.002384349,0.0002531759,0.03224906,0.0004204935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945796,0.002589445,0.00006620705,0.000657286,0.0001715246,0.0007795789,0.0002267091,0.00008134756,0.0008483286],"genre_scores_gemma":[0.9972224,0.0004813585,0.0003957313,0.0008125931,0.0002705778,0.0001427854,0.0002198077,0.0000610865,0.0003936501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03289741,"threshold_uncertainty_score":0.9998654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204511428","doi":"10.1038/s41531-021-00229-z","title":"Eight-hours conventional versus adaptive deep brain stimulation of the subthalamic nucleus in Parkinson’s disease","year":2021,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Roche Italia","keywords":"Deep brain stimulation; Subthalamic nucleus; Parkinson's disease; Rating scale; Stimulation; Physical medicine and rehabilitation; Levodopa; Medicine; Psychology; Physical therapy; Internal medicine; Disease; Developmental psychology","authors":[{"name":"Tommaso Bocci","is_ca":false},{"name":"Marco Prenassi","is_ca":false},{"name":"Mattia Arlotti","is_ca":false},{"name":"Filippo Cogiamanian","is_ca":false},{"name":"Linda Borellini","is_ca":false},{"name":"Elena Moro","is_ca":false},{"name":"Andrés M. Lozano","is_ca":true},{"name":"Jens Volkmann","is_ca":false},{"name":"Sergio Barbieri","is_ca":false},{"name":"Alberto Priori","is_ca":false},{"name":"Sara Marceglia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02866983869276171,"gpt":0.2783147868163132,"spread":0.2496449481235515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007768605,0.0002145434,0.0002836103,0.00007265842,0.00008044412,0.00001588573,0.0001142394,0.00006823996,0.0005292982],"category_scores_gemma":[0.0003931518,0.0001625141,0.0003078381,0.0003555657,0.0001368961,0.00008316939,0.00008121727,0.000174373,0.00003077844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080834,"about_ca_system_score_gemma":0.0002962515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002961618,"about_ca_topic_score_gemma":0.00008268301,"domain_scores_codex":[0.9982161,0.0002251835,0.0003135221,0.000474928,0.0004831801,0.000287073],"domain_scores_gemma":[0.99876,0.0001983861,0.0001320895,0.0004261787,0.00009956521,0.0003837612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00850054,0.002361854,0.9834056,0.00006189173,0.0001119087,0.0009428164,0.00005692737,0.000495439,0.0001864642,0.0009172905,0.0004652312,0.002494044],"study_design_scores_gemma":[0.007726279,0.0001674699,0.9815053,0.00009189087,0.0002734518,0.000001339724,0.00007132711,0.005121178,0.00007743877,0.00233776,0.002484264,0.0001422912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944705,0.001547284,0.00005030152,0.002407617,0.0002857658,0.000545644,0.0001700114,0.00003023598,0.0004925808],"genre_scores_gemma":[0.9981311,0.00008325719,0.00007843551,0.001199657,0.00005053432,0.0000621147,0.0001770841,0.00002625394,0.0001915758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004625739,"threshold_uncertainty_score":0.6627132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790667948","doi":"10.1038/s41531-018-0043-7","title":"Rhythmic abilities and musical training in Parkinson’s disease: do they help?","year":2018,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; International Laboratory for Brain, Music and Sound Research","funders":"FP7 Information and Communication Technologies","keywords":"Rhythm; Psychology; Musicality; Singing; Perception; Gait; Audiology; Cognition; Cognitive psychology; Flexibility (engineering); Neuroscience; Musical; Physical medicine and rehabilitation; Medicine","authors":[{"name":"Valérie Cochen De Cock","is_ca":false},{"name":"Dobromir Dotov","is_ca":false},{"name":"Petra Ihalainen","is_ca":false},{"name":"Valentin Bégel","is_ca":false},{"name":"Florence Galtier","is_ca":false},{"name":"Cindy Lebrun","is_ca":false},{"name":"M.-C. Picot","is_ca":false},{"name":"Valérie Driss","is_ca":false},{"name":"N. Landragin","is_ca":false},{"name":"Christian Gény","is_ca":false},{"name":"Benoît G. Bardy","is_ca":false},{"name":"Simone Dalla Bella","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04792595403034705,"gpt":0.2916690278314208,"spread":0.2437430738010737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003288287,0.0002989358,0.00025519,0.000226699,0.0003420419,0.0002328644,0.000312003,0.00006329446,0.0002508272],"category_scores_gemma":[0.001065656,0.000274495,0.0001016288,0.0003659003,0.0009136207,0.0005928816,0.000158673,0.0002203402,0.000132896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008074006,"about_ca_system_score_gemma":0.0002674908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003331987,"about_ca_topic_score_gemma":0.00007566919,"domain_scores_codex":[0.9969046,0.0002824057,0.0003378178,0.00120575,0.0005791374,0.0006903139],"domain_scores_gemma":[0.9983336,0.0001928891,0.00008771507,0.0005586452,0.00003382687,0.0007933209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00440546,0.001691156,0.1751865,0.0004340893,0.00001003037,0.002317024,0.03996646,0.00008571464,0.5311362,0.0174106,0.003869636,0.2234872],"study_design_scores_gemma":[0.0009013617,0.0001531604,0.8223876,0.0001260322,0.00002643531,0.00002146678,0.000759575,0.001570847,0.0008645562,0.00906261,0.1635864,0.0005399638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961417,0.00008451875,0.00002570546,0.000816108,0.0006669395,0.0004546249,0.00009431085,0.0001479251,0.00156817],"genre_scores_gemma":[0.9954697,0.0002087519,0.00003209959,0.003255808,0.0006022121,0.0001331199,0.000003647372,0.00003396873,0.0002606343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6472011,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2582951843","doi":"10.1038/s41531-017-0008-2","title":"Synaptic proteins in CSF relate to Parkinson’s disease stage markers","year":2017,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Demensfonden; Alzheimerfonden; Gun och Bertil Stohnes Stiftelse","keywords":"Neurogranin; Parkinson's disease; Disease; Cerebrospinal fluid; Cognitive decline; Internal medicine; Psychology; Cognition; Medicine; Neuroscience; Oncology; Dementia; Biology","authors":[{"name":"Erika Bereczki","is_ca":false},{"name":"Anna Bogstedt","is_ca":false},{"name":"Kina Höglund","is_ca":false},{"name":"Panagiota Tsitsi","is_ca":false},{"name":"Lovisa Brodin","is_ca":false},{"name":"Clive Ballard","is_ca":false},{"name":"Per Svenningsson","is_ca":false},{"name":"Dag Aarsland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02232872990077759,"gpt":0.2871640621272885,"spread":0.2648353322265108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004591988,0.0007731034,0.0008246161,0.0004983036,0.0006579912,0.0003415133,0.0006808584,0.0001810855,0.0008772546],"category_scores_gemma":[0.001123815,0.000727014,0.0004847619,0.0002897728,0.0001967844,0.0005535774,0.0003716812,0.0004235899,0.001113842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006198423,"about_ca_system_score_gemma":0.0007890043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003575979,"about_ca_topic_score_gemma":0.0001173297,"domain_scores_codex":[0.9951931,0.0001913448,0.0006856932,0.001613247,0.001061051,0.001255606],"domain_scores_gemma":[0.9921072,0.00006031195,0.000365846,0.002860393,0.0001469848,0.004459242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01418999,0.003149821,0.9465537,0.0006067281,0.0006176286,0.0170998,0.0001706492,0.00008054118,0.0004168637,0.0007827076,0.002160091,0.01417147],"study_design_scores_gemma":[0.004737862,0.000244497,0.7616187,0.0006188818,0.0005448528,0.000005430832,0.00004887685,0.0009290013,0.0001184027,0.0005186936,0.2300217,0.0005930748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847066,0.001620798,0.0001936177,0.004081971,0.0005017613,0.003733351,0.000753449,0.0002729259,0.00413552],"genre_scores_gemma":[0.9909726,0.0002433316,0.0009470425,0.001612232,0.0002180233,0.001381567,0.0001505431,0.0001609976,0.004313706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2278616,"threshold_uncertainty_score":0.9996639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199562573","doi":"10.1038/s41531-021-00231-5","title":"Fine mapping of the HLA locus in Parkinson’s disease in Europeans","year":2021,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill Genome Centre; Montreal Neurological Institute and Hospital","funders":"Fonds de Recherche du Québec - Santé; Avid Radiopharmaceuticals; Sanofi Genzyme; Genentech; H. Lundbeck A/S; Servier; Allergan; National Institutes of Health; Bristol-Myers Squibb; Consortium canadien en neurodégénérescence associée au vieillissement; Canada First Research Excellence Fund; Parkinson Canada; Voyager Therapeutics; Denali Therapeutics; Neurocrine Biosciences; McGill University; Pfizer; Biogen; Celgene; Verily Life Sciences; Teva Pharmaceutical Industries; Sanofi; GlaxoSmithKline; Eli Lilly and Company; Michael J. Fox Foundation for Parkinson's Research","keywords":"Human leukocyte antigen; Locus (genetics); Parkinson's disease; Disease; Haplotype; Genetics; Genetic association; Allele; Biology; Immunology; Medicine; Antigen; Internal medicine; Single-nucleotide polymorphism; Genotype; Gene","authors":[{"name":"Eric Yu","is_ca":true},{"name":"Aditya Ambati","is_ca":false},{"name":"Maren Stolp Andersen","is_ca":false},{"name":"Lynne Krohn","is_ca":true},{"name":"Mehrdad A. Estiar","is_ca":true},{"name":"Prabhjyot Saini","is_ca":true},{"name":"Konstantin Senkevich","is_ca":true},{"name":"Yuri L. Sosero","is_ca":true},{"name":"Ashwin Ashok Kumar Sreelatha","is_ca":false},{"name":"Jennifer A. Ruskey","is_ca":true},{"name":"Farnaz Asayesh","is_ca":true},{"name":"Dan Spiegelman","is_ca":true},{"name":"Mathias Toft","is_ca":false},{"name":"Marte K. Viken","is_ca":false},{"name":"Manu Sharma","is_ca":false},{"name":"Cornelis Blauwendraat","is_ca":false},{"name":"Lasse Pihlstrøm","is_ca":false},{"name":"Emmanuel Mignot","is_ca":false},{"name":"Ziv Gan‐Or","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01446825782639908,"gpt":0.2184390479776928,"spread":0.2039707901512938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002567466,0.0002891551,0.0004222875,0.0001902503,0.0001119352,0.00001625371,0.0005063959,0.0001547326,0.0008983797],"category_scores_gemma":[0.0003310153,0.0002371176,0.000231966,0.0006393432,0.0003537902,0.00008534413,0.0003668955,0.0005098426,0.0003043649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007957278,"about_ca_system_score_gemma":0.0003780996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001928373,"about_ca_topic_score_gemma":0.0005039291,"domain_scores_codex":[0.9972376,0.0008842426,0.0006063685,0.0006036525,0.00008162078,0.0005865671],"domain_scores_gemma":[0.9986508,0.00014741,0.0001822448,0.0008510147,0.00007339385,0.00009508077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006285592,0.001121884,0.6161268,0.0001030495,0.00006412832,0.0005723404,0.000398393,0.0001244634,0.3754138,0.0003749681,0.001671801,0.003399724],"study_design_scores_gemma":[0.002194141,0.00002157912,0.5918022,0.0001819742,0.00004629505,0.000008256903,0.0001361592,0.00002018656,0.01794159,0.0002505532,0.3871457,0.0002512964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976479,0.0195459,0.000014312,0.001319374,0.0007881727,0.0002973634,0.0001395898,0.00004188676,0.001374397],"genre_scores_gemma":[0.9949988,0.0004085226,0.00001453199,0.0003974091,0.00003570721,0.00004554362,0.0001116201,0.00003247501,0.003955432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3854739,"threshold_uncertainty_score":0.9836628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989608208","doi":"10.1038/s41531-019-0099-z","title":"Freezing of Gait can persist after an acute levodopa challenge in Parkinson’s disease","year":2019,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":72,"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":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; Parkinsonfonden; U.S. Department of Health and Human Services; National Institutes of Health; Emory University; School of Medicine, Emory University; National Parkinson Foundation","keywords":"Levodopa; Parkinson's disease; Dopaminergic; Dosing; Gait; Medicine; Morning; Psychology; Internal medicine; Disease; Physical therapy; Dopamine","authors":[{"name":"J. Lucas McKay","is_ca":false},{"name":"Felicia C. Goldstein","is_ca":false},{"name":"Barbara Sommerfeld","is_ca":true},{"name":"Douglas Bernhard","is_ca":true},{"name":"Sahyli Perez Parra","is_ca":true},{"name":"Stewart A. Factor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01812699859624453,"gpt":0.2635035820440754,"spread":0.2453765834478309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002319318,0.0006490218,0.0008912523,0.0004872427,0.00008885624,0.00005365098,0.0003285207,0.0001532427,0.00141878],"category_scores_gemma":[0.00006539139,0.0006145582,0.0005264499,0.0004101454,0.0001275309,0.0003582359,0.0001459663,0.0003049166,0.0002359101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783754,"about_ca_system_score_gemma":0.0006059425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002703232,"about_ca_topic_score_gemma":0.0002035071,"domain_scores_codex":[0.9960213,0.0001917287,0.000647742,0.001301331,0.0009391935,0.0008987146],"domain_scores_gemma":[0.9956947,0.00004904883,0.0002432959,0.001479895,0.0001475774,0.002385498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007062805,0.00417639,0.9774709,0.0006406966,0.000394257,0.00379064,0.0006208317,0.00002923042,0.000719475,0.0002779248,0.0001744245,0.004642469],"study_design_scores_gemma":[0.006481283,0.0005822562,0.9430733,0.0005667935,0.001170868,0.000008532344,0.0002991653,0.001209579,0.0002408936,0.0004107952,0.04532079,0.0006357898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899303,0.004735841,0.00001418532,0.0008336764,0.0003250495,0.001418977,0.001210482,0.0001320576,0.001399457],"genre_scores_gemma":[0.9964809,0.0006267023,0.0002500723,0.0007762581,0.0001777322,0.0003891257,0.0004086313,0.0001321977,0.000758361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04514636,"threshold_uncertainty_score":0.9996306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995576572","doi":"10.1038/s41531-019-0102-8","title":"Report from a multidisciplinary meeting on anxiety as a non-motor manifestation of Parkinson’s disease","year":2019,"lang":"en","type":"review","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; University of Calgary","funders":"Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health; Lions Medical Research Foundation; Patient-Centered Outcomes Research Institute; H. Lundbeck A/S; University of Cambridge; Parkinson's Foundation; South London and Maudsley NHS Foundation Trust; National Institute for Health and Care Research; EU Joint Programme – Neurodegenerative Disease Research; King's College London; National Institute on Aging; Alzheimer's Association; Department of Health and Social Care; Michael J. Fox Foundation for Parkinson's Research","keywords":"Anxiety; Parkinson's disease; Quality of life (healthcare); Multidisciplinary approach; Medicine; Disease; Clinical psychology; Psychiatry; Psychology; Nursing","authors":[{"name":"Gregory M. Pontone","is_ca":false},{"name":"N. Dissanayaka","is_ca":false},{"name":"Liana G. Apostolova","is_ca":false},{"name":"Richard G. Brown","is_ca":false},{"name":"Roseanne D. Dobkin","is_ca":false},{"name":"Kathy Dujardin","is_ca":false},{"name":"Joseph H. Friedman","is_ca":false},{"name":"Albert F.G. Leentjens","is_ca":false},{"name":"Eric J. Lenze","is_ca":false},{"name":"Laura Marsh","is_ca":false},{"name":"Lynda Mari","is_ca":false},{"name":"Oury Monchi","is_ca":true},{"name":"Irene Hegeman Richard","is_ca":false},{"name":"Anette Schrag","is_ca":false},{"name":"Antonio P. Strafella","is_ca":true},{"name":"Beth A. Vernaleo","is_ca":false},{"name":"Daniel Weintraub","is_ca":false},{"name":"Zoltán Mari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04021542338819794,"gpt":0.3426187679365183,"spread":0.3024033445483204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004544061,0.001663866,0.003598935,0.0006747561,0.0002421044,0.00009212476,0.0005129422,0.0005240862,0.0004992481],"category_scores_gemma":[0.0006386045,0.00140733,0.002719899,0.0005815125,0.0001401515,0.0002328793,0.0003293491,0.0006732584,0.001200596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007856339,"about_ca_system_score_gemma":0.003127787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002689053,"about_ca_topic_score_gemma":0.000007565508,"domain_scores_codex":[0.9920745,0.0004217575,0.002021057,0.002692854,0.001841654,0.0009481596],"domain_scores_gemma":[0.9916834,0.0003861836,0.002136416,0.002828002,0.0002896378,0.002676358],"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":[0.01060066,0.01064407,0.05002362,0.06727186,0.004313834,0.04288233,0.0002593807,0.00002031497,0.00002351311,0.0001003923,0.003093827,0.8107662],"study_design_scores_gemma":[0.002870083,0.000398706,0.07233827,0.03323308,0.01442991,0.00008417893,0.00004432245,0.0003020531,0.0000104928,0.0001972303,0.874982,0.001109697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03297611,0.9513291,0.00003381622,0.00008675497,0.001061321,0.006284091,0.005873586,0.000254041,0.002101178],"genre_scores_gemma":[0.07300685,0.9124526,0.0006471312,0.0001802115,0.0007102849,0.001529334,0.009200824,0.0004017746,0.001870972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8718882,"threshold_uncertainty_score":0.9996108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403148966","doi":"10.1038/s41531-024-00791-2","title":"MicroRNAs regulation in Parkinson’s disease, and their potential role as diagnostic and therapeutic targets","year":2024,"lang":"en","type":"review","venue":"npj Parkinson s Disease","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"University of South Florida","keywords":"Parkinson's disease; microRNA; Disease; Medicine; Neuroscience; Bioinformatics; Psychology; Internal medicine; Biology; Genetics; Gene","authors":[{"name":"Nour Shaheen","is_ca":false},{"name":"Ahmed Shaheen","is_ca":false},{"name":"Mahmoud Osama","is_ca":false},{"name":"Abdulqadir J. Nashwan","is_ca":false},{"name":"Vishal Bharmauria","is_ca":true},{"name":"Oliver Flouty","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01166637094267674,"gpt":0.2694301587960293,"spread":0.2577637878533525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002163924,0.0008011231,0.0007929418,0.000274915,0.0001138646,0.0001933691,0.0002531294,0.0003901565,0.00005987078],"category_scores_gemma":[0.0001723793,0.0006805524,0.0004150248,0.0002293724,0.0001936458,0.00001476042,0.0003089084,0.0002624925,0.00005531769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009619784,"about_ca_system_score_gemma":0.0005090971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001603611,"about_ca_topic_score_gemma":0.00001503886,"domain_scores_codex":[0.9969739,0.0003611187,0.0006172881,0.001357119,0.000208856,0.0004816714],"domain_scores_gemma":[0.9983301,0.00007159464,0.0002610725,0.0007017954,0.0000571105,0.0005783543],"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":[0.000521806,0.000458423,0.001837838,0.01809862,0.0008651089,0.000242722,0.0001251529,0.00004009283,0.002284075,0.0001405083,0.002756292,0.9726294],"study_design_scores_gemma":[0.0004320498,0.00004699385,0.01426879,0.003028771,0.001659826,0.00002765551,0.00001781508,0.0001495552,0.00006727779,0.001289184,0.9782547,0.0007574069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01349664,0.9839624,0.00004550451,0.00007209888,0.0002597895,0.001446529,0.0006281996,0.00004593595,0.00004287298],"genre_scores_gemma":[0.1962683,0.8006542,0.0000180999,0.00009190857,0.0003430057,0.000352273,0.001899857,0.0001362936,0.0002360674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9754984,"threshold_uncertainty_score":0.9995646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391042194","doi":"10.1038/s41531-023-00627-5","title":"CSF α-synuclein seed amplification kinetic profiles are associated with cognitive decline in Parkinson’s disease","year":2024,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Movement Disorders","funders":"H. Lundbeck A/S; Regione Emilia-Romagna; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; European Commission; Valeant Pharmaceuticals International; F. Hoffmann-La Roche; Ministero della Salute; Michael J. Fox Foundation for Parkinson's Research","keywords":"Parkinson's disease; Cognitive decline; Internal medicine; Disease; Proportional hazards model; Cognition; Cohort; Seeding; Medicine; Oncology; Psychology; Biology; Neuroscience","authors":[{"name":"Kathrin Brockmann","is_ca":false},{"name":"Stefanie Lerche","is_ca":false},{"name":"Simone Baiardi","is_ca":false},{"name":"Marcello Rossi","is_ca":false},{"name":"Isabel Wurster","is_ca":true},{"name":"Corinne Quadalti","is_ca":false},{"name":"Benjamin Röeben","is_ca":false},{"name":"Angela Mammana","is_ca":false},{"name":"Milan Zimmermann","is_ca":false},{"name":"Ann‐Kathrin Hauser","is_ca":false},{"name":"Christian Deuschle","is_ca":false},{"name":"Claudia Schulte","is_ca":false},{"name":"Inga Liepelt‐Scarfone","is_ca":false},{"name":"Thomas Gasser","is_ca":false},{"name":"Piero Parchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02206326422311505,"gpt":0.2774822923407681,"spread":0.255419028117653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003076872,0.0006950707,0.000701952,0.0005527709,0.0001712405,0.0002381325,0.0001975478,0.0001675929,0.0003970426],"category_scores_gemma":[0.0006975314,0.0005803889,0.0003109208,0.001114045,0.0001804169,0.0003366926,0.0000986688,0.0003954166,0.0003837549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005271632,"about_ca_system_score_gemma":0.0007716311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008091942,"about_ca_topic_score_gemma":0.0001283675,"domain_scores_codex":[0.9958105,0.0002562139,0.0006188163,0.001460934,0.001032204,0.0008213045],"domain_scores_gemma":[0.9968678,0.0002484798,0.000239439,0.0006307418,0.0002943593,0.001719183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006056132,0.003563411,0.9744285,0.0006039865,0.0005553947,0.008170333,0.0001780491,0.00003361443,0.0002291389,0.0003384747,0.0005530656,0.005289918],"study_design_scores_gemma":[0.005109536,0.0002568901,0.944762,0.003216266,0.001754881,0.000009772343,0.0001691723,0.005291744,0.0002130521,0.0007256736,0.03788287,0.0006081475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856185,0.006704669,0.0002925214,0.00201864,0.0002316029,0.002249505,0.0017732,0.0006083271,0.0005030883],"genre_scores_gemma":[0.9937092,0.0003658441,0.0001564719,0.00121521,0.0002085151,0.001196033,0.002171923,0.0001787481,0.0007980513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0373298,"threshold_uncertainty_score":0.9996648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393306848","doi":"10.1038/s41531-024-00677-3","title":"Genotype–phenotype correlation in PRKN-associated Parkinson’s disease","year":2024,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Neurological Disorders and Stroke; Medical Research Council; Association France Parkinson; National Institutes of Health; Agence Nationale de la Recherche; Wellcome Trust; Michael J. Fox Foundation for Parkinson's Research","keywords":"Frameshift mutation; Missense mutation; Phenotype; Genetics; Nonsense; Exon; Allele; Genotype; Medicine; Biology; Gene","authors":[{"name":"Poornima Jayadev Menon","is_ca":false},{"name":"Sara Sambin","is_ca":false},{"name":"Baptiste Crinière‐Boizet","is_ca":false},{"name":"Thomas Courtin","is_ca":false},{"name":"Christelle Tesson","is_ca":false},{"name":"Fanny Casse","is_ca":false},{"name":"Melanie Ferrien","is_ca":false},{"name":"Louise‐Laure Mariani","is_ca":false},{"name":"Stéphanie Carvalho","is_ca":false},{"name":"François‐Xavier Lejeune","is_ca":false},{"name":"Sana Rebbah","is_ca":false},{"name":"Gaspard Martet","is_ca":false},{"name":"Marion Houot","is_ca":false},{"name":"Aymeric Lanore","is_ca":false},{"name":"Graziella Mangone","is_ca":false},{"name":"Emmanuel Roze","is_ca":false},{"name":"Marie Vidailhet","is_ca":false},{"name":"Jan Aasly","is_ca":false},{"name":"Ziv Gan‐Or","is_ca":true},{"name":"Eric Yu","is_ca":true},{"name":"Yves Dauvilliers","is_ca":false},{"name":"Alexander Zimprich","is_ca":false},{"name":"Volker Tomantschger","is_ca":false},{"name":"Walter Pirker","is_ca":false},{"name":"Ignacio Álvarez","is_ca":false},{"name":"Pau Pástor","is_ca":false},{"name":"Alessio Di Fonzo","is_ca":false},{"name":"Kailash P. Bhatia","is_ca":false},{"name":"Francesca Magrinelli","is_ca":false},{"name":"Henry Houlden","is_ca":false},{"name":"Raquel Real","is_ca":false},{"name":"Andrea Quattrone","is_ca":false},{"name":"Patricia Limousin","is_ca":false},{"name":"Prasad Korlipara","is_ca":false},{"name":"Thomas Foltynie","is_ca":false},{"name":"Donald G. Grosset","is_ca":false},{"name":"Nigel Williams","is_ca":false},{"name":"Derek P. Narendra","is_ca":false},{"name":"Hsin-Pin Lin","is_ca":false},{"name":"Čarna Jovanović","is_ca":false},{"name":"Marina Svetel","is_ca":false},{"name":"Timothy Lynch","is_ca":false},{"name":"Amy Gallagher","is_ca":false},{"name":"Wim Vandenberghe","is_ca":false},{"name":"Thomas Gasser","is_ca":false},{"name":"Kathrin Brockmann","is_ca":false},{"name":"Huw R. Morris","is_ca":false},{"name":"Max Borsche","is_ca":false},{"name":"Christine Klein","is_ca":false},{"name":"Olga Corti","is_ca":false},{"name":"Alexis Brice","is_ca":false},{"name":"Suzanne Lesage","is_ca":false},{"name":"Jean‐Christophe Corvol","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01728209315012337,"gpt":0.2712412692322153,"spread":0.2539591760820919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003242675,0.0005859479,0.0005664487,0.0005556961,0.0001681197,0.0001713876,0.0001856895,0.0001994361,0.001016203],"category_scores_gemma":[0.0003687454,0.000546581,0.000425033,0.000984741,0.00009022361,0.0003536632,0.00008954381,0.0004226431,0.001357174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008431511,"about_ca_system_score_gemma":0.001013634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188751,"about_ca_topic_score_gemma":0.00006728503,"domain_scores_codex":[0.9962357,0.0001973497,0.0006129512,0.001227904,0.0008944803,0.0008316741],"domain_scores_gemma":[0.9971135,0.0001260188,0.0001269416,0.0007332021,0.0001258235,0.001774562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005507011,0.004217627,0.9268419,0.0008585114,0.0006840091,0.01333703,0.0004572136,0.0003731445,0.0003206438,0.003328488,0.007858359,0.03621606],"study_design_scores_gemma":[0.002414105,0.0001243984,0.7546752,0.0006425523,0.0008741217,0.000004966773,0.00002772108,0.01880352,0.00002930185,0.002127738,0.2198316,0.0004447962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708972,0.02016991,0.0004389832,0.001385049,0.001312837,0.001647001,0.0006275983,0.0008177821,0.002703639],"genre_scores_gemma":[0.9941645,0.0006022382,0.0001843068,0.0008121935,0.0003011437,0.0003463005,0.001085405,0.000149223,0.002354697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2119732,"threshold_uncertainty_score":0.999897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991488749","doi":"10.1038/s41531-019-0098-0","title":"Advance care planning in Parkinson’s disease: ethical challenges and future directions","year":2019,"lang":"en","type":"review","venue":"npj Parkinson s Disease","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Parkinson's disease; Disease; Engineering ethics; Medicine; Political science; Psychology; Environmental ethics; Engineering; Philosophy; Pathology","authors":[{"name":"Leonard L. Sokol","is_ca":false},{"name":"Michael J. Young","is_ca":false},{"name":"Jack Paparian","is_ca":false},{"name":"Benzi M. Kluger","is_ca":false},{"name":"Hillary D. Lum","is_ca":false},{"name":"Jessica Besbris","is_ca":false},{"name":"Neha M. Kramer","is_ca":false},{"name":"Anthony E. Lang","is_ca":true},{"name":"Alberto J. Espay","is_ca":false},{"name":"Ornella Dubaz","is_ca":false},{"name":"Janis M. Miyasaki","is_ca":true},{"name":"Daniel D. Matlock","is_ca":false},{"name":"Tanya Simuni","is_ca":false},{"name":"Moran Cerf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1585189735869779,"gpt":0.4504901559571765,"spread":0.2919711823701985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001840542,0.0006603708,0.002176433,0.0003956473,0.00007181108,0.00002131742,0.0001982307,0.0006157015,0.00005029556],"category_scores_gemma":[0.0004150809,0.0005558364,0.0005538245,0.0003187126,0.000152642,0.00009453265,0.000111086,0.001297052,0.00003095654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000250427,"about_ca_system_score_gemma":0.0007182344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001142011,"about_ca_topic_score_gemma":0.00001736703,"domain_scores_codex":[0.9969988,0.0003505923,0.0006625853,0.0009870679,0.0005360054,0.0004649813],"domain_scores_gemma":[0.9974603,0.0004505503,0.0003207207,0.0007481099,0.0001475694,0.0008727311],"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":[0.0002917079,0.0001388051,0.009631307,0.06920975,0.0001518404,0.000506675,0.001865267,0.000001371584,5.211505e-8,0.0002294561,0.0004007219,0.917573],"study_design_scores_gemma":[0.0006842121,0.00006492039,0.02022049,0.05874648,0.001609342,0.000006326557,0.000911327,0.000005290389,1.479788e-7,0.00002769809,0.9172555,0.0004682336],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002057956,0.9949428,0.000002254903,0.0007089861,0.0005965531,0.001122264,0.0005145423,0.00009321926,0.001813515],"genre_scores_gemma":[0.000848102,0.9965143,0.0001960455,0.0002181311,0.0011182,0.0003282666,0.0005181815,0.00008910969,0.0001697271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9171048,"threshold_uncertainty_score":0.9996893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2431298502","doi":"10.1038/npjparkd.2016.4","title":"SCARB2 variants and glucocerebrosidase activity in Parkinson’s disease","year":2016,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Institut universitaire en santé mentale de Montréal; Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"National Center for Advancing Translational Sciences; National Institute of Environmental Health Sciences; National Center for Research Resources; National Institute of Neurological Disorders and Stroke; National Institutes of Health; Parkinson's Disease Foundation; Brookdale Foundation","keywords":"Glucocerebrosidase; Single-nucleotide polymorphism; Genotype; LRRK2; Linkage disequilibrium; Parkinson's disease; Internal medicine; Allele; Biology; Odds ratio; Genome-wide association study; Genetics; Endocrinology; Disease; Gene; Medicine","authors":[{"name":"Roy N. Alcalay","is_ca":false},{"name":"Oren Levy","is_ca":false},{"name":"Pavlina Wolf","is_ca":false},{"name":"Petra Oliva","is_ca":false},{"name":"Xiaokui Kate Zhang","is_ca":false},{"name":"Cheryl Waters","is_ca":false},{"name":"Stanley Fahn","is_ca":false},{"name":"Un Jung Kang","is_ca":false},{"name":"Christopher Liong","is_ca":false},{"name":"Blair Ford","is_ca":false},{"name":"Pietro Mazzoni","is_ca":false},{"name":"Sheng‐Han Kuo","is_ca":false},{"name":"Amelie Johnson","is_ca":true},{"name":"Lan Xiong","is_ca":true},{"name":"Guy A. Rouleau","is_ca":true},{"name":"Wendy K. Chung","is_ca":false},{"name":"Karen Marder","is_ca":false},{"name":"Ziv Gan‐Or","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0220760434774913,"gpt":0.2904813926158792,"spread":0.2684053491383879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000348583,0.0003838305,0.000469095,0.0003396002,0.0001332789,0.00007413411,0.0002149785,0.0001224274,0.0006699684],"category_scores_gemma":[0.001060345,0.0002832662,0.0001655661,0.000454669,0.0003116257,0.0004267208,0.0002211843,0.0002649797,0.0002116924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003431514,"about_ca_system_score_gemma":0.0005693841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002134914,"about_ca_topic_score_gemma":0.00008258937,"domain_scores_codex":[0.9967468,0.0002493405,0.0003247255,0.0009962774,0.0008425956,0.0008402638],"domain_scores_gemma":[0.9964687,0.0001942536,0.00009265489,0.0008263914,0.0001156287,0.002302424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005967367,0.001115032,0.9293212,0.0002724697,0.00004493147,0.001614059,0.00007149292,8.552871e-7,0.006025058,0.0001078773,0.001176395,0.05428324],"study_design_scores_gemma":[0.00573717,0.000109966,0.9582072,0.0003588623,0.0001007578,0.000009291117,0.00002360602,0.0004414944,0.0004205,0.0003917524,0.03383244,0.0003669302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909307,0.001891976,0.0001247985,0.004730299,0.0001153624,0.0009900015,0.0002182492,0.0001287619,0.000869811],"genre_scores_gemma":[0.9970077,0.0008228102,0.00007143184,0.0005695191,0.0001647832,0.0002105616,0.0000188743,0.00007257711,0.001061756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05391631,"threshold_uncertainty_score":0.999962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216778464","doi":"10.1038/s41531-021-00241-3","title":"Glucosylceramide in cerebrospinal fluid of patients with GBA-associated and idiopathic Parkinson’s disease enrolled in PPMI","year":2021,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":55,"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; Avid Radiopharmaceuticals; Sanofi Genzyme; Genentech; Allergan; National Institutes of Health; H. Lundbeck A/S; Servier; Voyager Therapeutics; Neurocrine Biosciences; Denali Therapeutics; Biogen; Celgene; National Institute of Neurological Disorders and Stroke; Verily Life Sciences; Teva Pharmaceutical Industries; Sanofi; GlaxoSmithKline; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb; Michael J. Fox Foundation for Parkinson's Research","keywords":"Lactosylceramide; Ceramide; Internal medicine; Sphingolipid; Biomarker; Glucocerebrosidase; Medicine; Gastroenterology; Endocrinology; Chemistry; Immunology; Disease; Biochemistry","authors":[{"name":"Young Eun Huh","is_ca":false},{"name":"Hye Jung Park","is_ca":false},{"name":"Ming Sum Ruby Chiang","is_ca":false},{"name":"Idil Tuncali","is_ca":false},{"name":"Ganqiang Liu","is_ca":false},{"name":"Joseph J. Locascio","is_ca":false},{"name":"Julia Shirvan","is_ca":false},{"name":"Samantha J. Hutten","is_ca":false},{"name":"Melissa Rotunno","is_ca":false},{"name":"Catherine Viel","is_ca":false},{"name":"Lamya S. Shihabuddin","is_ca":false},{"name":"Bing Wang","is_ca":false},{"name":"S. Pablo Sardi","is_ca":false},{"name":"Clemens R. Scherzer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01091129736818684,"gpt":0.2532930509242955,"spread":0.2423817535561087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004039116,0.0003659395,0.0008250231,0.0003797687,0.00007713009,0.00004752344,0.0001677981,0.0001362344,0.0002008934],"category_scores_gemma":[0.001710207,0.0003350743,0.0001525138,0.001158293,0.0002069989,0.0001955263,0.0001624002,0.000437893,0.00001357695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004070591,"about_ca_system_score_gemma":0.00115762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002655838,"about_ca_topic_score_gemma":0.0005735826,"domain_scores_codex":[0.9961679,0.0004326477,0.0006657147,0.0008316966,0.001197602,0.0007044571],"domain_scores_gemma":[0.9977068,0.00009677246,0.0001755461,0.0005856256,0.0004056538,0.001029552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01095388,0.003307662,0.9806685,0.0005427749,0.00007531365,0.001805777,0.0002174512,0.00003776416,0.000259506,0.00002853631,0.00007299628,0.002029829],"study_design_scores_gemma":[0.01613129,0.0003310944,0.9795997,0.0008251835,0.0001392008,0.00000192625,0.0001377229,0.0007912978,0.0001591374,0.0001079734,0.00144483,0.0003306849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902439,0.007653269,0.000007397759,0.0005151388,0.0000554601,0.001053633,0.0001762395,0.00004287131,0.0002520764],"genre_scores_gemma":[0.9984252,0.0005198331,0.00005205254,0.0003254824,0.00003351965,0.0001574768,0.0002721283,0.0000661014,0.0001482375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008181254,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042442731","doi":"10.1038/s41531-020-0118-0","title":"Repetitive transcranial magnetic stimulation improves Parkinson’s freezing of gait via normalizing brain connectivity","year":2020,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of British Columbia","funders":"National Key Research and Development Program of China; Beijing Municipal Administration of Hospitals; Beijing Talents Fund; National Natural Science Foundation of China","keywords":"Gait; Parkinson's disease; Biomarker; Transcranial magnetic stimulation; Medicine; Physical medicine and rehabilitation; Gait analysis; Internal medicine; Psychology; Disease; Stimulation; Chemistry","authors":[{"name":"Taomian Mi","is_ca":true},{"name":"Saurabh Garg","is_ca":true},{"name":"Fang Ba","is_ca":true},{"name":"Aiping Liu","is_ca":false},{"name":"Peipeng Liang","is_ca":false},{"name":"Linlin Gao","is_ca":false},{"name":"Qian Jia","is_ca":false},{"name":"Erhe Xu","is_ca":false},{"name":"Kuncheng Li","is_ca":false},{"name":"Piu Chan","is_ca":false},{"name":"Martin J. McKeown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03082913977084558,"gpt":0.2531733142017255,"spread":0.2223441744308799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003054462,0.0003665517,0.0004518427,0.0001287391,0.0003292118,0.00006244023,0.0002880533,0.00008679356,0.0002118299],"category_scores_gemma":[0.01103464,0.0003932471,0.0002700295,0.0005861486,0.0003027655,0.0005262258,0.0001299995,0.0002769526,0.00004733588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009065332,"about_ca_system_score_gemma":0.0001347986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001304722,"about_ca_topic_score_gemma":0.00004470331,"domain_scores_codex":[0.9967569,0.0004648672,0.0004866066,0.001111353,0.0007170735,0.0004632587],"domain_scores_gemma":[0.9948563,0.00395646,0.0002618734,0.0003633959,0.0001296503,0.0004323175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002672754,0.0004329497,0.03748417,0.0003350862,0.00003755571,0.0001252959,0.001800893,0.001174451,0.9363369,0.001193626,0.001670313,0.01673602],"study_design_scores_gemma":[0.005137065,0.001654159,0.6229515,0.0001779763,0.0003043843,0.00001409091,0.0003641536,0.08406875,0.2044211,0.002493914,0.07698504,0.001427818],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796244,0.0004312988,0.006048048,0.01101905,0.0003827522,0.0008376298,0.0002850505,0.0002819099,0.00108986],"genre_scores_gemma":[0.9924098,0.00003183648,0.0002015223,0.00684865,0.0003261013,0.0000779416,0.00001014288,0.00005142533,0.00004259255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7319158,"threshold_uncertainty_score":0.9998519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119654260","doi":"10.1038/s41531-020-00144-9","title":"Multimodal phenotypic axes of Parkinson’s disease","year":2021,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec-Société et Culture; Government of Canada","keywords":"Concatenation (mathematics); Neuroimaging; Modalities; Disease; Similarity (geometry); Artificial intelligence; Population; Computer science; Machine learning; Neuroscience; Psychology; Medicine; Pathology; Mathematics","authors":[{"name":"Ross D. Markello","is_ca":true},{"name":"Golia Shafiei","is_ca":true},{"name":"Christina Tremblay","is_ca":true},{"name":"Ronald B. Postuma","is_ca":true},{"name":"Alain Dagher","is_ca":true},{"name":"Bratislav Mišić","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01911716392925228,"gpt":0.27242435336768,"spread":0.2533071894384277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001523625,0.0005678796,0.0007964019,0.0002213634,0.0001884202,0.00005606248,0.0002251178,0.0001317977,0.001940918],"category_scores_gemma":[0.0004159993,0.0005337473,0.000710424,0.0005178007,0.0001759158,0.0002094619,0.000168489,0.0002294914,0.0003004537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087848,"about_ca_system_score_gemma":0.001248209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005274558,"about_ca_topic_score_gemma":0.00001656581,"domain_scores_codex":[0.9963117,0.0001873073,0.0006426197,0.001129077,0.0009930052,0.0007363558],"domain_scores_gemma":[0.995409,0.00009709843,0.0002513829,0.00132956,0.0003780905,0.00253493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006548492,0.00795208,0.9364789,0.001133479,0.0008947512,0.008585414,0.0002015521,0.00007716581,0.003256219,0.002108084,0.00334771,0.02941622],"study_design_scores_gemma":[0.004658778,0.0001116111,0.7738704,0.0002960245,0.001354919,0.00001471371,0.0000864013,0.001099149,0.003379641,0.001229148,0.2134677,0.0004314904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980904,0.01296194,0.0003815339,0.0009836872,0.0005056013,0.0007813949,0.001101745,0.0002306689,0.002149438],"genre_scores_gemma":[0.9933243,0.0006868705,0.001839426,0.001091957,0.0003068589,0.0002042362,0.0006300441,0.0001067333,0.001809573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.21012,"threshold_uncertainty_score":0.9997114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389429927","doi":"10.1038/s41531-023-00604-y","title":"Development and validation of an expanded antibody toolset that captures alpha-synuclein pathological diversity in Lewy body diseases","year":2023,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Reta Lila Weston Institute of Neurological Studies, UCL Queen Square Institute of Neurology,University College London; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; École Polytechnique Fédérale de Lausanne; University College London; National Institute for Health and Care Research; Alzheimer Society; Parkinson's UK; Michael J. Fox Foundation for Parkinson's Research; National Science Foundation","keywords":"Alpha-synuclein; Lewy body; Pathological; Medicine; Alpha (finance); Parkinson's disease; Diversity (politics); Neuroscience; Antibody; Synucleinopathies; Psychology; Pathology; Immunology; Clinical psychology; Disease; Psychometrics","authors":[{"name":"Melek Firat Altay","is_ca":false},{"name":"Senthil T. Kumar","is_ca":false},{"name":"Johannes Burtscher","is_ca":false},{"name":"Somanath Jagannath","is_ca":false},{"name":"Catherine Strand","is_ca":false},{"name":"Yasuo Miki","is_ca":false},{"name":"Laura Parkkinen","is_ca":false},{"name":"Janice L. Holton","is_ca":false},{"name":"Hilal A. Lashuel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05573307593500653,"gpt":0.3118675692172083,"spread":0.2561344932822018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002229139,0.0002822012,0.0004299137,0.0002894649,0.00018811,0.00003128877,0.0001168752,0.00009722453,0.00008242654],"category_scores_gemma":[0.0001125742,0.000241913,0.0001105813,0.0003073332,0.0000897018,0.00043704,0.0002697803,0.00009642503,0.00002623373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009581936,"about_ca_system_score_gemma":0.0001355694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004696962,"about_ca_topic_score_gemma":0.000006146797,"domain_scores_codex":[0.9980438,0.0001372717,0.000286692,0.0005485362,0.000563045,0.0004206113],"domain_scores_gemma":[0.9986291,0.00005086927,0.0001202129,0.0003340064,0.00004584261,0.000819988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001204506,0.001697753,0.988304,0.0001542188,0.00008389881,0.001448801,0.0005219562,0.00001002319,0.001512237,0.0001690993,0.0001263036,0.004767177],"study_design_scores_gemma":[0.002738849,0.0001249023,0.9875308,0.0001059788,0.0002542975,0.000006903318,0.0004087235,0.0002144051,0.004346056,0.0002828156,0.003744721,0.0002415642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980192,0.0006056187,0.00002827738,0.0001128724,0.00009561159,0.0005585263,0.0003492871,0.0001537565,0.00007687724],"genre_scores_gemma":[0.9975854,0.0002003871,0.0003683289,0.000191579,0.0000415018,0.00007015106,0.001463584,0.00002488554,0.00005417816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004525612,"threshold_uncertainty_score":0.9864926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323050059","doi":"10.1038/s41531-023-00473-5","title":"A comparative blind study between skin biopsy and seed amplification assay to disclose pathological α-synuclein in RBD","year":2023,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; U.S. Department of Health and Human Services; Case Western Reserve University; National Institute of Neurological Disorders and Stroke; Alzheimer's Association; Ministero della Salute; Michael J. Fox Foundation for Parkinson's Research; Weston Brain Institute","keywords":"Medicine; Pathological; Skin biopsy; Biopsy; Pathology; Cerebrospinal fluid; REM sleep behavior disorder; Neurology; Narcolepsy; Internal medicine; Gastroenterology; Parkinson's disease; Disease","authors":[{"name":"Rocco Liguori","is_ca":false},{"name":"Vincenzo Donadio","is_ca":false},{"name":"Zerui Wang","is_ca":false},{"name":"Alex Incensi","is_ca":false},{"name":"Giovanni Rizzo","is_ca":false},{"name":"Elena Antelmi","is_ca":false},{"name":"Francesco Biscarini","is_ca":false},{"name":"Fabio Pizza","is_ca":false},{"name":"Wq Zou","is_ca":false},{"name":"Giuseppe Plazzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07494281300491609,"gpt":0.3554331847920941,"spread":0.280490371787178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005017181,0.000356093,0.0006461808,0.0004711139,0.00014003,0.00007472311,0.0001348509,0.00009762261,0.00006072059],"category_scores_gemma":[0.000169307,0.0002952559,0.0001125845,0.001036461,0.00007139115,0.0001098154,0.00015124,0.0001863132,0.0005557479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333472,"about_ca_system_score_gemma":0.00009622175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005041552,"about_ca_topic_score_gemma":0.00002892835,"domain_scores_codex":[0.9973108,0.0003329554,0.0004263328,0.0009324917,0.000512668,0.0004847259],"domain_scores_gemma":[0.9980818,0.0001491384,0.0001011143,0.0005140112,0.00006844157,0.001085517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001775001,0.002376543,0.9880093,0.00003698687,0.0001247792,0.001330009,0.001381597,0.00000835257,0.0006645453,0.00007514772,0.0001973776,0.004020405],"study_design_scores_gemma":[0.005430108,0.0004896216,0.9880357,0.00007132903,0.0003455801,0.00000426963,0.001136561,0.0003965182,0.0001280017,0.000361111,0.003313134,0.0002880846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958,0.0001531989,0.0001002492,0.0007250481,0.00006267714,0.002380885,0.0003430432,0.0001958818,0.0002389829],"genre_scores_gemma":[0.9981673,0.00002400922,0.0002809595,0.0001817245,0.0001015461,0.0006229389,0.0003535058,0.00003674637,0.0002312313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003732321,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955346993","doi":"10.1038/s41531-019-0083-7","title":"Vertical saccades and antisaccades: complementary markers for motor and cognitive impairment in Parkinson’s disease","year":2019,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Karolinska Institutet","keywords":"Saccade; Saccadic masking; Levodopa; Cognition; Montreal Cognitive Assessment; Parkinson's disease; Audiology; Physical medicine and rehabilitation; Latency (audio); Psychology; Cognitive impairment; Disease; Eye movement; Medicine; Cardiology; Neuroscience; Internal medicine","authors":[{"name":"Josefine Waldthaler","is_ca":false},{"name":"Panagiota Tsitsi","is_ca":false},{"name":"Per Svenningsson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01735380250624948,"gpt":0.2872806739061189,"spread":0.2699268713998694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002387087,0.0005042997,0.000624273,0.00027883,0.0001433703,0.00008528527,0.000100757,0.00009801234,0.0003913939],"category_scores_gemma":[0.0001216273,0.0004642192,0.0002094639,0.0001708056,0.0001656042,0.0002481134,0.0001361992,0.0001775675,0.0000430222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809109,"about_ca_system_score_gemma":0.0002471135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000678416,"about_ca_topic_score_gemma":0.00001773671,"domain_scores_codex":[0.997104,0.000118602,0.0004632268,0.001098575,0.0004727757,0.0007427955],"domain_scores_gemma":[0.9973612,0.0002559402,0.00008412296,0.0003577698,0.00007712068,0.001863846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01813878,0.001540807,0.9698123,0.0007745692,0.0003161523,0.0004872752,0.0001212791,0.000001059436,0.000229811,0.000212242,0.0004873248,0.007878411],"study_design_scores_gemma":[0.01503413,0.0008050467,0.9478558,0.0006173153,0.001067747,0.00001087886,0.0004369141,0.002995549,0.000105066,0.0005817558,0.03002889,0.0004608683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879837,0.005095801,0.00006732975,0.0009056454,0.0001643794,0.004025677,0.001552482,0.0000817107,0.0001232571],"genre_scores_gemma":[0.995801,0.0006725863,0.0004587025,0.001616779,0.00009598133,0.0006659481,0.0004439914,0.00007464264,0.0001703894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02954156,"threshold_uncertainty_score":0.999781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596750371","doi":"10.1038/s41531-017-0011-7","title":"Insomnia and somnolence in idiopathic RBD: a prospective cohort study","year":2017,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; McGill University; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Montreal General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Epworth Sleepiness Scale; Somnolence; Pittsburgh Sleep Quality Index; Dementia with Lewy bodies; Insomnia; Internal medicine; Cohort; Medicine; REM sleep behavior disorder; Sleep disorder; Parkinson's disease; Polysomnography; Dementia; Psychology; Disease; Psychiatry; Adverse effect; Apnea","authors":[{"name":"Ronald B. Postuma","is_ca":true},{"name":"Jean‐François Gagnon","is_ca":true},{"name":"Amélie Pelletier","is_ca":true},{"name":"Jacques Montplaisir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01667147128540704,"gpt":0.2936707628714212,"spread":0.2769992915860142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003359837,0.0003408606,0.000542203,0.0001724183,0.0003963521,0.0001554905,0.0002124508,0.00007950661,0.00005621835],"category_scores_gemma":[0.0003211799,0.0003003855,0.0001003655,0.0001078331,0.0001579807,0.0002967121,0.0001842508,0.0002324888,0.00007910807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796998,"about_ca_system_score_gemma":0.0002577456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000301241,"about_ca_topic_score_gemma":0.0001551616,"domain_scores_codex":[0.9977255,0.00009266305,0.0003063299,0.0009168842,0.0005294184,0.0004291682],"domain_scores_gemma":[0.9977895,0.00001804538,0.0001878884,0.0011279,0.00008740414,0.0007892812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001157585,0.002878726,0.9879171,0.00007750508,0.0001304744,0.002766817,0.0002575103,6.528095e-7,0.0000747022,0.0001524303,0.00002616391,0.004560354],"study_design_scores_gemma":[0.006879127,0.0004137792,0.9890266,0.0002702774,0.0004503094,0.00001344292,0.000189794,0.0001889898,0.00008159534,0.0009204878,0.001290077,0.0002755116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935822,0.00186934,0.00001021296,0.00022659,0.0001470259,0.002516263,0.00005041224,0.00008352958,0.001514395],"genre_scores_gemma":[0.9984129,0.0002608476,0.00006586078,0.0001736556,0.00009980354,0.0006860628,0.00001058574,0.0000421127,0.0002481668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005721542,"threshold_uncertainty_score":0.9999448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390539277","doi":"10.1038/s41531-023-00602-0","title":"Resting-state EEG measures cognitive impairment in Parkinson’s disease","year":2024,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"U.S. Department of Veterans Affairs; National Institute of Neurological Disorders and Stroke; U.S. Department of Health and Human Services","keywords":"Montreal Cognitive Assessment; Cognition; Electroencephalography; Parkinson's disease; Audiology; Cognitive decline; Psychology; Neuroscience; Medicine; Disease; Cognitive impairment; Internal medicine; Dementia","authors":[{"name":"Md Fahim Anjum","is_ca":false},{"name":"Arturo I. Espinoza","is_ca":false},{"name":"Rachel C. Cole","is_ca":false},{"name":"Arun Singh","is_ca":false},{"name":"Patrick May","is_ca":false},{"name":"Soura Dasgupta","is_ca":false},{"name":"Nandakumar S. Narayanan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03498192532734912,"gpt":0.2958005747520598,"spread":0.2608186494247107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004352294,0.0004671486,0.0003170376,0.0003937127,0.0001842238,0.0005478617,0.0004947497,0.00005811515,0.0001554741],"category_scores_gemma":[0.0009416309,0.0004171785,0.0002436752,0.000706759,0.0002434921,0.0004750156,0.0002328581,0.0004247593,0.0004779542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828249,"about_ca_system_score_gemma":0.0004153906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005827784,"about_ca_topic_score_gemma":0.00004195616,"domain_scores_codex":[0.995882,0.0005000243,0.0005258873,0.001426499,0.0008461977,0.0008193636],"domain_scores_gemma":[0.9976466,0.0007190342,0.00009612991,0.0004498211,0.00006194191,0.00102644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01388315,0.007146277,0.5512457,0.003634552,0.000258876,0.05697271,0.01248645,0.005109549,0.02868171,0.002780106,0.06023102,0.2575698],"study_design_scores_gemma":[0.002091434,0.0002959305,0.605401,0.002748262,0.0001702706,0.00002614748,0.0001911448,0.03625111,0.01543778,0.005380783,0.3305325,0.001473604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904453,0.003391762,0.0003587058,0.001582716,0.001028601,0.0008479372,0.0005470464,0.0006052975,0.001192637],"genre_scores_gemma":[0.9962835,0.0002835537,0.00004447533,0.001892945,0.0001919117,0.0002453143,0.0000191444,0.0000737773,0.0009653398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2703015,"threshold_uncertainty_score":0.999828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3168093494","doi":"10.1038/s41531-021-00174-x","title":"Non-motor predictors of 36-month quality of life after subthalamic stimulation in Parkinson disease","year":2021,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; McGill University Health Centre; University of Calgary","funders":"Deutsche Forschungsgemeinschaft","keywords":"Parkinson's disease; Deep brain stimulation; Medicine; Physical medicine and rehabilitation; Subthalamic nucleus; Disease; Quality of life (healthcare); Stimulation; Neuroscience; Psychology; Internal medicine","authors":[{"name":"Stefanie T. Jost","is_ca":false},{"name":"Veerle Visser‐Vandewalle","is_ca":false},{"name":"Alexandra Rizos","is_ca":false},{"name":"Philipp Alexander Loehrer","is_ca":false},{"name":"Monty Silverdale","is_ca":false},{"name":"Julian Evans","is_ca":false},{"name":"Michael Samuel","is_ca":false},{"name":"Jan Niklas Petry‐Schmelzer","is_ca":false},{"name":"Anna Sauerbier","is_ca":false},{"name":"Alexandra Gronostay","is_ca":false},{"name":"Michael T. Barbe","is_ca":false},{"name":"Gereon R. Fink","is_ca":false},{"name":"Keyoumars Ashkan","is_ca":false},{"name":"Angelo Antonini","is_ca":false},{"name":"Pablo Martínez‐Martín","is_ca":false},{"name":"К. Ray Chaudhuri","is_ca":false},{"name":"Lars Timmermann","is_ca":false},{"name":"Haidar S. Dafsari","is_ca":false},{"name":"Roongroj Bhidayasiri","is_ca":false},{"name":"Cristian Falup‐Pecurariu","is_ca":false},{"name":"Beomseok Jeon","is_ca":false},{"name":"Valentina Leta","is_ca":false},{"name":"Per Borghammer","is_ca":false},{"name":"Per Odin","is_ca":false},{"name":"Anette Schrag","is_ca":false},{"name":"Alexander Storch","is_ca":false},{"name":"Mayela Rodríguez‐Violante","is_ca":false},{"name":"Daniel Weintraub","is_ca":false},{"name":"Charles Adler","is_ca":false},{"name":"Paolo Barone","is_ca":false},{"name":"David J. Brooks","is_ca":false},{"name":"Richard G. Brown","is_ca":false},{"name":"Marc Cantillon","is_ca":false},{"name":"Camille Carroll","is_ca":false},{"name":"Miguel Coelho","is_ca":false},{"name":"Tove Henriksen","is_ca":false},{"name":"Peter Jenner","is_ca":false},{"name":"Milica G. Kramberger","is_ca":false},{"name":"Padma Kumar","is_ca":false},{"name":"Mónica Kurtis","is_ca":false},{"name":"Simon J.G. Lewis","is_ca":false},{"name":"Irene Litvan","is_ca":false},{"name":"Kelly E. Lyons","is_ca":true},{"name":"Davide Martino","is_ca":true},{"name":"Mario Masellis","is_ca":true},{"name":"Hideki Mochizuki","is_ca":false},{"name":"James F. Morley","is_ca":false},{"name":"Melissa J. Nirenberg","is_ca":false},{"name":"Javier Pagonabarraga","is_ca":false},{"name":"Jalesh N. Panicker","is_ca":false},{"name":"Nicola Pavese","is_ca":false},{"name":"Eero Pekkonen","is_ca":true},{"name":"Ron Postuma","is_ca":true},{"name":"Raymond L. Rosales","is_ca":false},{"name":"Anthony H.V. Schapira","is_ca":false},{"name":"Tanya Simuni","is_ca":false},{"name":"Fabrizio Stocchi","is_ca":false},{"name":"Indu Subramanian","is_ca":false},{"name":"Michele Tagliati","is_ca":false},{"name":"Michèle Tinazzi","is_ca":false},{"name":"Jon B. Toledo","is_ca":false},{"name":"Yoshio Tsuboi","is_ca":false},{"name":"Richard Walker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02200218517971173,"gpt":0.2891084528189374,"spread":0.2671062676392257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001467768,0.0002514188,0.0006037343,0.0001314775,0.00002596265,0.000009857627,0.00008721597,0.00009293771,0.000384304],"category_scores_gemma":[0.0006247255,0.0002166991,0.0003094171,0.0003385652,0.0001196735,0.0001019135,0.00006651657,0.0001390913,0.00001225332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005650817,"about_ca_system_score_gemma":0.0003550554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009803264,"about_ca_topic_score_gemma":0.00004434672,"domain_scores_codex":[0.9977308,0.0001920663,0.0007040813,0.0005334837,0.0005446014,0.0002949653],"domain_scores_gemma":[0.9982178,0.0001288937,0.0002335734,0.0005796023,0.0001458687,0.0006943204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01091123,0.003487535,0.9831153,0.0005562735,0.00007813938,0.0004398138,0.0000652726,0.00008312027,0.0005562711,0.00001830047,0.0001001755,0.0005885937],"study_design_scores_gemma":[0.004543389,0.0002457951,0.9924619,0.0001561629,0.0002501075,2.284677e-7,0.00002752545,0.0008087744,0.0001815757,0.0004304624,0.0007340384,0.0001600939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995648,0.002422463,0.00002172793,0.0004104321,0.0001303987,0.0006951821,0.0003896171,0.00003142781,0.0002507944],"genre_scores_gemma":[0.9985571,0.0002122864,0.0000579513,0.0006132103,0.00005564641,0.0001215708,0.0002163359,0.00002847705,0.0001374206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009346576,"threshold_uncertainty_score":0.8836734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281782366","doi":"10.1038/s41531-022-00330-x","title":"Quantitative detection of α-Synuclein and Tau oligomers and other aggregates by digital single particle counting","year":2022,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; Bundesministerium für Bildung und Forschung; Alzheimer's Association; National Institute on Aging; Deutsche Forschungsgemeinschaft; EU Joint Programme – Neurodegenerative Disease Research; European Commission; ALS Association; Michael J. Fox Foundation for Parkinson's Research; Weston Brain Institute; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Progressive supranuclear palsy; Dementia with Lewy bodies; Biomarker; Receiver operating characteristic; Pathology; Corticobasal degeneration; Protein aggregation; Dementia; Alpha-synuclein; Area under the curve; Chemistry; Internal medicine; Parkinson's disease; Medicine; Disease; Biochemistry","authors":[{"name":"Lara Blömeke","is_ca":false},{"name":"Marlene Pils","is_ca":false},{"name":"Victoria Kraemer‐Schulien","is_ca":false},{"name":"Alexandra Dybala","is_ca":false},{"name":"Anja Schaffrath","is_ca":false},{"name":"Andreas Kulawik","is_ca":false},{"name":"Fabian Rehn","is_ca":false},{"name":"Anneliese Cousin","is_ca":false},{"name":"Volker Nischwitz","is_ca":false},{"name":"Johannes Willbold","is_ca":false},{"name":"Rebecca Zack","is_ca":false},{"name":"Thomas F. Tropea","is_ca":false},{"name":"Tuyen Bujnicki","is_ca":false},{"name":"Gültekin Tamgüney","is_ca":false},{"name":"Daniel Weintraub","is_ca":false},{"name":"David J. Irwin","is_ca":false},{"name":"Murray Grossman","is_ca":false},{"name":"David A. Wolk","is_ca":false},{"name":"John Q. Trojanowski","is_ca":false},{"name":"Oliver Bannach","is_ca":false},{"name":"Alice Chen‐Plotkin","is_ca":false},{"name":"Dieter Willbold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01856010162800577,"gpt":0.2517440345173651,"spread":0.2331839328893593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009206316,0.0001590103,0.0002230629,0.00006610528,0.0001889153,0.00004525321,0.0000375443,0.00002323155,0.00009328619],"category_scores_gemma":[0.00007707591,0.0001538108,0.00006357902,0.0001671795,0.0001121728,0.0001526534,0.00007345901,0.00007415585,0.000005220518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006862338,"about_ca_system_score_gemma":0.00003691891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006649505,"about_ca_topic_score_gemma":0.000003381793,"domain_scores_codex":[0.9989061,0.00005006652,0.0001917866,0.0003362998,0.0002956642,0.0002200803],"domain_scores_gemma":[0.9993,0.00005035638,0.0001332085,0.0001497402,0.00003584231,0.0003308637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004998885,0.003149557,0.7515722,0.000315585,0.0005559369,0.0002410992,0.001211196,0.00001720799,0.1759944,0.0006220143,0.0003565939,0.06096531],"study_design_scores_gemma":[0.01779298,0.00572267,0.4622262,0.0003387987,0.002121469,0.0001127074,0.008552859,0.01555707,0.146236,0.002072744,0.3378873,0.001379251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927698,0.00594791,0.0000560614,0.000116233,0.00005475301,0.0002884843,0.0005378652,0.00004834589,0.0001804961],"genre_scores_gemma":[0.9993846,0.00004994909,0.00007461294,0.0002170376,0.00001387905,0.00006641017,0.00003136394,0.00003222066,0.0001299151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3375307,"threshold_uncertainty_score":0.6272223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384201445","doi":"10.1038/s41531-023-00535-8","title":"Different pieces of the same puzzle: a multifaceted perspective on the complex biological basis of Parkinson’s disease","year":2023,"lang":"en","type":"review","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"American University in Cairo; Medical Research Council; Ministerstvo Zdravotnictví Ceské Republiky; National Research Foundation; Deutsche Forschungsgemeinschaft; Ministerstvo Školství, Mládeže a Tělovýchovy; National Health and Medical Research Council; European Commission; Universiti Malaya; Michael J. Fox Foundation for Parkinson's Research","keywords":"Viewpoints; Parkinson's disease; Disease; Perspective (graphical); LRRK2; Neuroscience; Synucleinopathies; Medicine; Psychology; Alpha-synuclein; Pathology; Computer science; Artificial intelligence","authors":[{"name":"Amica Corda Müller-Nedebock","is_ca":false},{"name":"Marieke C. J. Dekker","is_ca":false},{"name":"Matthew J. Farrer","is_ca":false},{"name":"Nobutaka Hattori","is_ca":false},{"name":"Shen‐Yang Lim","is_ca":false},{"name":"George D. Mellick","is_ca":false},{"name":"Irena Rektorová","is_ca":false},{"name":"Mohamed Salama","is_ca":false},{"name":"Artur Francisco Schumacher Schuh","is_ca":false},{"name":"A. Jon Stoessl","is_ca":true},{"name":"Carolyn M. Sue","is_ca":false},{"name":"Ai Huey Tan","is_ca":false},{"name":"René L. Vidal","is_ca":false},{"name":"Christine Klein","is_ca":false},{"name":"Soraya Bardien","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1400834816990436,"gpt":0.361742735569251,"spread":0.2216592538702073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0003567265,0.001313834,0.003170679,0.000387806,0.0003626027,0.00005004716,0.00106571,0.0003379642,0.0007211569],"category_scores_gemma":[0.001460533,0.000622623,0.003193835,0.001093434,0.0006309206,0.00004950155,0.0005011462,0.0006778403,0.0001986155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006643562,"about_ca_system_score_gemma":0.0008022942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001279703,"about_ca_topic_score_gemma":0.00003185706,"domain_scores_codex":[0.993705,0.001235305,0.001293801,0.001511193,0.001458971,0.0007957402],"domain_scores_gemma":[0.9938148,0.0009850654,0.001292422,0.002357683,0.0003188741,0.001231169],"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":[0.01599343,0.04078413,0.07194109,0.08133925,0.02657484,0.002948259,0.001580569,0.00005023607,0.00006412232,0.02184416,0.02484594,0.712034],"study_design_scores_gemma":[0.001772362,0.0003396686,0.2060026,0.01320613,0.007989995,0.000005294602,0.0002897794,0.0001367958,0.00001627599,0.0004928098,0.769121,0.0006272641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0264864,0.9531978,0.000007521988,0.001608802,0.0005685101,0.006540604,0.01100412,0.0002281728,0.0003580866],"genre_scores_gemma":[0.2814189,0.7156666,0.00002672312,0.0003176587,0.0002254967,0.001235567,0.0005634884,0.0001578796,0.0003876896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7442751,"threshold_uncertainty_score":0.9999613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403000489","doi":"10.1038/s41531-024-00779-y","title":"A systematic review and meta-analysis of the prevalence of Parkinson’s disease in lower to upper-middle-income countries","year":2024,"lang":"en","type":"review","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Meta-analysis; Parkinson's disease; Medicine; Low and middle income countries; Disease; Gerontology; Internal medicine; Developing country; Economics; Economic growth","authors":[{"name":"Gabriela Magalhães Pereira","is_ca":false},{"name":"Daniel Teixeira dos Santos","is_ca":false},{"name":"Nayron Medeiros Soares","is_ca":false},{"name":"Gabriel Alves Marconi","is_ca":false},{"name":"Deise C. Friedrich","is_ca":false},{"name":"Paula Saffie Awad","is_ca":false},{"name":"Bruno Lopes Santos‐Lobato","is_ca":false},{"name":"Pedro Renato de Paula Brandão","is_ca":false},{"name":"Alastair J. Noyce","is_ca":false},{"name":"Connie Marras","is_ca":true},{"name":"Ignácio F. Mata","is_ca":false},{"name":"Carlos Roberto de Mello Rieder","is_ca":false},{"name":"Artur Francisco Schumacher Schuh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05013959735334801,"gpt":0.3372292707134764,"spread":0.2870896733601284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009127884,0.001194593,0.01078112,0.001144064,0.00007407659,0.00006004296,0.000699195,0.0001954422,0.0006387766],"category_scores_gemma":[0.0008073649,0.0006606724,0.006434368,0.002946859,0.0002032565,0.0001133554,0.0004242235,0.0003601838,0.00008017311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000324472,"about_ca_system_score_gemma":0.001065221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004430929,"about_ca_topic_score_gemma":0.00002017673,"domain_scores_codex":[0.9931012,0.0008716098,0.002568168,0.001473949,0.00142121,0.0005638271],"domain_scores_gemma":[0.9941623,0.0003180597,0.001257509,0.002705952,0.0002498248,0.001306356],"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":[0.0001200906,0.0004814993,0.001797519,0.9186378,0.07821155,0.0003311486,0.00004038311,0.000001489194,2.23411e-8,0.0001467603,0.00008279456,0.0001489706],"study_design_scores_gemma":[0.0002011793,0.00005257634,0.004418956,0.2267888,0.671694,0.000004993396,0.000003566303,0.00001602013,2.133683e-7,0.00002834194,0.09644,0.0003512547],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004725285,0.9812356,0.000003054242,0.0003683072,0.0001325534,0.008683559,0.009020465,0.00004719673,0.00003674808],"genre_scores_gemma":[0.01616782,0.9774808,0.00004523485,0.0006668505,0.00002447847,0.003523369,0.0000970312,0.0001188972,0.001875469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6918489,"threshold_uncertainty_score":0.9995844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775232592","doi":"10.1038/s41531-017-0037-x","title":"Non motor symptoms in progressive supranuclear palsy: prevalence and severity","year":2017,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Menzies Centre for Australian Studies, King's College London, University of London","keywords":"Progressive supranuclear palsy; Medicine; Parkinson's disease; Internal medicine; Parkinsonism; Apathy; Physical therapy; Disease; Pediatrics","authors":[{"name":"Fabiana Giada Radicati","is_ca":false},{"name":"Pablo Martínez Martín","is_ca":false},{"name":"C Fossati","is_ca":false},{"name":"К. Ray Chaudhuri","is_ca":false},{"name":"Margherita Torti","is_ca":false},{"name":"Carmen Rodríguez‐Blázquez","is_ca":false},{"name":"Laura Vacca","is_ca":false},{"name":"Fabrizio Stocchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01452401200143212,"gpt":0.2846177488714338,"spread":0.2700937368700017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000147054,0.0003057651,0.0003913038,0.0001084168,0.0003113102,0.0001457687,0.0002139788,0.0001008911,0.0002359595],"category_scores_gemma":[0.0001718744,0.0002683896,0.0001286459,0.00006067887,0.0001996543,0.0003216592,0.0001608749,0.0001694879,0.00008821321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004828,"about_ca_system_score_gemma":0.0001614744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000720612,"about_ca_topic_score_gemma":0.000009927337,"domain_scores_codex":[0.9981735,0.00005047712,0.0002413623,0.0006957141,0.0003947156,0.0004442222],"domain_scores_gemma":[0.9978836,0.00002195606,0.00018798,0.0009275066,0.00006767226,0.0009112919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001671359,0.0008491965,0.9814587,0.0004691306,0.00007683001,0.001774117,0.00009099339,2.522786e-7,0.000151192,0.00006328491,0.0001217786,0.01327319],"study_design_scores_gemma":[0.004115112,0.0002221242,0.981868,0.000532798,0.0003104304,0.00001606336,0.00001580967,0.0007326848,0.0001849835,0.0002884771,0.01145998,0.0002535426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943789,0.00279476,0.000004212623,0.0004528733,0.0001357749,0.001117994,0.0001931585,0.00006743689,0.0008548832],"genre_scores_gemma":[0.9979643,0.0005853362,0.000194741,0.0003066861,0.0001098039,0.0002246742,0.00002576138,0.00004217934,0.0005465439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01301965,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386640166","doi":"10.1038/s41531-023-00533-w","title":"Defining the causes of sporadic Parkinson’s disease in the global Parkinson’s genetics program (GP2)","year":2023,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms 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":"McGill University; Institut Universitaire de Gériatrie de Montréal; Montreal Neurological Institute and Hospital","funders":"National Institute on Aging; National Institutes of Health; Michael J. Fox Foundation for Parkinson's Research; U.S. Department of Health and Human Services","keywords":"Parkinson's disease; Disease; Medicine; Neuroscience; Genetics; Gerontology; Biology; Internal medicine","authors":[{"name":"Clodagh Towns","is_ca":false},{"name":"Madeleine Richer","is_ca":false},{"name":"Simona Jasaityte","is_ca":false},{"name":"Eleanor J. Stafford","is_ca":false},{"name":"Julie Joubert","is_ca":false},{"name":"Tarek Antar","is_ca":false},{"name":"Alejandro Martínez-Carrasco","is_ca":false},{"name":"Mary B. Makarious","is_ca":false},{"name":"Bradford Casey","is_ca":false},{"name":"Dan Vitale","is_ca":false},{"name":"Kristin Levine","is_ca":false},{"name":"Hampton L. Leonard","is_ca":false},{"name":"Caroline B. Pantazis","is_ca":false},{"name":"Laurel A. Screven","is_ca":false},{"name":"Dena Hernández","is_ca":false},{"name":"Claire Wegel","is_ca":false},{"name":"J Solle","is_ca":false},{"name":"Mike A. Nalls","is_ca":false},{"name":"Cornelis Blauwendraat","is_ca":false},{"name":"Andrew Singleton","is_ca":false},{"name":"Manuela Tan","is_ca":false},{"name":"Hirotaka Iwaki","is_ca":false},{"name":"Huw R. Morris","is_ca":false},{"name":"Emilia Gatto","is_ca":false},{"name":"Marcelo Kauffman","is_ca":false},{"name":"Samson Khachatryan","is_ca":false},{"name":"Zaruhi Tavadyan","is_ca":false},{"name":"Claire E. Shepherd","is_ca":false},{"name":"Julie Hunter","is_ca":false},{"name":"Kishore R. Kumar","is_ca":false},{"name":"Melina Ellis","is_ca":false},{"name":"Miguel E. Rentería","is_ca":false},{"name":"Sulev Kõks","is_ca":false},{"name":"Alexander Zimprich","is_ca":false},{"name":"Artur Francisco Schumacher Schuh","is_ca":false},{"name":"Carlos Roberto de Mello Rieder","is_ca":false},{"name":"Paula Saffie Awad","is_ca":false},{"name":"Vítor Tumas","is_ca":false},{"name":"Sarah Camargos","is_ca":true},{"name":"Edward A. Fon","is_ca":true},{"name":"Oury Monchi","is_ca":true},{"name":"Ted Fon","is_ca":true},{"name":"Benjamin Pizarro Galleguillos","is_ca":false},{"name":"Marcelo Miranda","is_ca":false},{"name":"M. Leonor Bustamante","is_ca":false},{"name":"Patricio Olguı́n","is_ca":false},{"name":"Pedro Chaná","is_ca":false},{"name":"Beisha Tang","is_ca":false},{"name":"Huifang Shang","is_ca":false},{"name":"Jifeng Guo","is_ca":false},{"name":"Piu Chan","is_ca":false},{"name":"Wei Luo","is_ca":false},{"name":"Gonzálo Arboleda","is_ca":false},{"name":"Jorge Orozco","is_ca":false},{"name":"Marlene Jiménez-Del-Río","is_ca":false},{"name":"Alvaro Hernández‐Flores","is_ca":false},{"name":"Mohamed Salama","is_ca":false},{"name":"Walaa A. Kamel","is_ca":false},{"name":"Yared Z. Zewde","is_ca":false},{"name":"Alexis Brice","is_ca":false},{"name":"Jean‐Christophe Corvol","is_ca":false},{"name":"Ana Westenberger","is_ca":false},{"name":"Anastasia Illarionova","is_ca":false},{"name":"Brit Mollenhauer","is_ca":false},{"name":"Christine Klein","is_ca":false},{"name":"Eva‐Juliane Vollstedt","is_ca":false},{"name":"Franziska Hopfner","is_ca":false},{"name":"Günter U. Höglinger","is_ca":false},{"name":"Harutyun Madoev","is_ca":false},{"name":"Joanne Trinh","is_ca":false},{"name":"Johanna Junker","is_ca":false},{"name":"Katja Lohmann","is_ca":false},{"name":"Lara M. Lange","is_ca":false},{"name":"Manu Sharma","is_ca":false},{"name":"Sergiu Groppa","is_ca":false},{"name":"Thomas Gasser","is_ca":false},{"name":"Zih‐Hua Fang","is_ca":false},{"name":"Albert Akpalu","is_ca":false},{"name":"Georgia Xiromerisiou","is_ca":false},{"name":"Georgios Hadjigorgiou","is_ca":false},{"name":"Ioannis Dagklis","is_ca":false},{"name":"Ioannis Tarnanas","is_ca":false},{"name":"Leonidas Stefanis","is_ca":false},{"name":"María Stamelou","is_ca":false},{"name":"Efthymios Dadiotis","is_ca":false},{"name":"Alex Medina","is_ca":false},{"name":"Germaine Hiu-Fai Chan","is_ca":false},{"name":"Nancy Y. Ip","is_ca":false},{"name":"Nelson Yuk-Fai Cheung","is_ca":false},{"name":"Phillip Chan","is_ca":false},{"name":"Xiaopu Zhou","is_ca":false},{"name":"Asha Kishore","is_ca":false},{"name":"Divya KP","is_ca":false},{"name":"Pramod Kumar Pal","is_ca":false},{"name":"Prashanth Lingappa Kukkle","is_ca":false},{"name":"Roopa Rajan","is_ca":false},{"name":"Rupam Borgohain","is_ca":false},{"name":"Mehri Salari","is_ca":false},{"name":"Andrea Quattrone","is_ca":false},{"name":"Enza Maria Valente","is_ca":false},{"name":"Lucilla Parnetti","is_ca":false},{"name":"Micol Avenali","is_ca":false},{"name":"Tommaso Schirinzi","is_ca":false},{"name":"Manabu Funayama","is_ca":false},{"name":"Nobutaka Hattori","is_ca":false},{"name":"Tomotaka Shiraishi","is_ca":false},{"name":"Altynay Karimova","is_ca":false},{"name":"Gulnaz Kaishibayeva","is_ca":false},{"name":"Cholpon Shambetova","is_ca":false},{"name":"Rejko Krüger","is_ca":false},{"name":"Ai Huey Tan","is_ca":false},{"name":"Azlina Ahmad‐Annuar","is_ca":false},{"name":"Nor Azian Abdul Murad","is_ca":false},{"name":"Shahrul Azmin","is_ca":false},{"name":"Shen‐Yang Lim","is_ca":false},{"name":"Wael Mohamed","is_ca":false},{"name":"Yi Wen Tay","is_ca":false},{"name":"Daniel Martínez-Ramírez","is_ca":false},{"name":"Mayela Rodríguez‐Violante","is_ca":false},{"name":"Paula Reyes‐Pérez","is_ca":false},{"name":"Bayasgalan Tserensodnom","is_ca":false},{"name":"Rajeev Ojha","is_ca":false},{"name":"Tim Anderson","is_ca":false},{"name":"Toni L. Pitcher","is_ca":false},{"name":"Arinola Sanyaolu","is_ca":false},{"name":"Njideka Okubadejo","is_ca":false},{"name":"Oluwadamilola O. Ojo","is_ca":false},{"name":"Jan Aasly","is_ca":false},{"name":"Lasse Pihlstrøm","is_ca":false},{"name":"Shoaib Ur-Rehman","is_ca":false},{"name":"Mario Cornejo‐Olivas","is_ca":false},{"name":"Maria Leila M. Doquenia","is_ca":false},{"name":"Raymond L. Rosales","is_ca":false},{"name":"Ángel Viñuela","is_ca":false},{"name":"Е. А. Яковенко","is_ca":false},{"name":"Bashayer Al Mubarak","is_ca":false},{"name":"Muhammad Umair","is_ca":false},{"name":"Eng-King Tan","is_ca":false},{"name":"Jia Nee Foo","is_ca":false},{"name":"Ferzana Amod","is_ca":false},{"name":"Jonathan Carr","is_ca":false},{"name":"Soraya Bardien","is_ca":false},{"name":"Beomseok Jeon","is_ca":false},{"name":"Yun Joong Kim","is_ca":false},{"name":"Esther Cubo","is_ca":false},{"name":"Ignacio Álvarez","is_ca":false},{"name":"Janet Hoenicka","is_ca":false},{"name":"Katrin Beyer","is_ca":false},{"name":"María Teresa Periñán","is_ca":false},{"name":"Pau Pástor","is_ca":false},{"name":"Sarah El-Sadig","is_ca":false},{"name":"Christiane Zweier","is_ca":false},{"name":"Paul Krack","is_ca":false},{"name":"Chin‐Hsien Lin","is_ca":false},{"name":"Hsiu-Chuan Wu","is_ca":false},{"name":"Pin‐Jui Kung","is_ca":false},{"name":"Ruey‐Meei Wu","is_ca":false},{"name":"Yih‐Ru Wu","is_ca":false},{"name":"Rim Amouri","is_ca":false},{"name":"Samia Ben Sassi","is_ca":false},{"name":"A. Nazlı Başak","is_ca":false},{"name":"Gençer Genç","is_ca":false},{"name":"Özgür Öztop Çakmak","is_ca":false},{"name":"Sibel Ertan","is_ca":false},{"name":"Alastair J. Noyce","is_ca":false},{"name":"Anette Schrag","is_ca":false},{"name":"Anthony H.V. Schapira","is_ca":false},{"name":"Camille Carroll","is_ca":false},{"name":"Claire Bale","is_ca":false},{"name":"Donald Grosset","is_ca":false},{"name":"Henry Houlden","is_ca":false},{"name":"John Hardy","is_ca":false},{"name":"Kin Y. Mok","is_ca":false},{"name":"Mie Rizig","is_ca":false},{"name":"Nicholas Wood","is_ca":false},{"name":"Nigel Williams","is_ca":false},{"name":"Olaitan Okunoye","is_ca":false},{"name":"Patrick A. Lewis","is_ca":false},{"name":"Rauan Kaiyrzhanov","is_ca":false},{"name":"Rimona S. Weil","is_ca":false},{"name":"Seth Love","is_ca":false},{"name":"Simon Stott","is_ca":false},{"name":"Simona Jasaitye","is_ca":false},{"name":"Sumit Dey","is_ca":false},{"name":"Vida Obese","is_ca":false},{"name":"Alberto J. Espay","is_ca":false},{"name":"Alyssa O’Grady","is_ca":false},{"name":"Andrew K. Sobering","is_ca":false},{"name":"Bernadette Siddiqi","is_ca":false},{"name":"Brian Fiske","is_ca":false},{"name":"Cabell Jonas","is_ca":false},{"name":"Carlos Cruchaga","is_ca":false},{"name":"Charisse Comart","is_ca":false},{"name":"Deborah A. Hall","is_ca":false},{"name":"Ejaz Shiamim","is_ca":false},{"name":"Ekemini Riley","is_ca":false},{"name":"Faraz Faghri","is_ca":false},{"name":"Geidy E. Serrano","is_ca":false},{"name":"Honglei Chen","is_ca":false},{"name":"Ignácio F. Mata","is_ca":false},{"name":"Ignacio Juan Keller Sarmiento","is_ca":false},{"name":"Jared Williamson","is_ca":false},{"name":"Jonggeol Jeff Kim","is_ca":false},{"name":"Joseph Jankovic","is_ca":false},{"name":"Joshua Shulman","is_ca":false},{"name":"Kaileigh Murphy","is_ca":false},{"name":"Karen Nuytemans","is_ca":false},{"name":"Karl Kieburtz","is_ca":false},{"name":"Katerina Markopoulou","is_ca":false},{"name":"Kenneth Marek","is_ca":false},{"name":"Lana M. Chahine","is_ca":false},{"name":"Laura Ibáñez","is_ca":false},{"name":"Laurel Screven","is_ca":false},{"name":"Lauren Ruffrage","is_ca":false},{"name":"Lisa Shulman","is_ca":false},{"name":"Luca Marsili","is_ca":false},{"name":"Maggie Kuhl","is_ca":false},{"name":"Marissa Dean","is_ca":false},{"name":"Mathew J. Koretsky","is_ca":false},{"name":"Megan J. Puckelwartz","is_ca":false},{"name":"Miguel Inca‐Martinez","is_ca":false},{"name":"Naomi Louie","is_ca":false},{"name":"Niccolò E. Mencacci","is_ca":false},{"name":"Roger L. Albin","is_ca":false},{"name":"Roy N. Alcalay","is_ca":false},{"name":"Ruth Walker","is_ca":false},{"name":"Sara Bandrés‐Ciga","is_ca":false},{"name":"Sohini Chowdhury","is_ca":false},{"name":"Sonya B. Dumanis","is_ca":false},{"name":"Steven Lubbe","is_ca":false},{"name":"Tao Xie","is_ca":false},{"name":"Tatiana Foroud","is_ca":false},{"name":"Thomas Beach","is_ca":false},{"name":"Todd Sherer","is_ca":false},{"name":"Yeajin Song","is_ca":false},{"name":"Duan Nguyen","is_ca":false},{"name":"Toan Nguyen","is_ca":false},{"name":"Masharip Atadzhanov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02487506690258817,"gpt":0.308509431309784,"spread":0.2836343644071958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008123365,0.0007407527,0.0007687138,0.0002986728,0.00038723,0.0001538495,0.0008207178,0.0001641558,0.0001380943],"category_scores_gemma":[0.0004009107,0.0004811866,0.0006430456,0.002219231,0.0004193543,0.0001614557,0.0002366958,0.00039336,0.0003116156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269063,"about_ca_system_score_gemma":0.0009757872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002507065,"about_ca_topic_score_gemma":0.0001531589,"domain_scores_codex":[0.9945608,0.0004833313,0.0009131233,0.001128196,0.001668905,0.001245694],"domain_scores_gemma":[0.9961011,0.0002813735,0.0003915335,0.001793734,0.0001633169,0.001268923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001719711,0.002322217,0.9626064,0.0003154521,0.0002494922,0.003040099,0.0003921715,0.0002365069,0.000008753913,0.002283295,0.00320576,0.02362018],"study_design_scores_gemma":[0.002247525,0.000217709,0.6901554,0.0002220142,0.0008504225,0.00001543359,0.0003696865,0.002444156,0.00003528731,0.001675651,0.3014345,0.0003322351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761616,0.01548881,0.00001799522,0.002580309,0.0004301764,0.002908058,0.001132795,0.0004307364,0.0008495072],"genre_scores_gemma":[0.9934614,0.002322304,0.0003078006,0.001433663,0.0002489695,0.001440641,0.0005549844,0.00009966825,0.0001305955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2982287,"threshold_uncertainty_score":0.999764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392154382","doi":"10.1038/s41531-024-00647-9","title":"Exploiting macro- and micro-structural brain changes for improved Parkinson’s disease classification from MRI data","year":2024,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Hotchkiss Brain Institute; Alberta Children's Hospital; Women and Children’s Health Research Institute; Université de Montréal; University of Alberta; University of Calgary","funders":"National Institute on Aging; Canadian Institutes of Health Research; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; National Institutes of Health; Canada Research Chairs; Government of Canada; Northern California Institute for Research and Education; F. Hoffmann-La Roche; University of Southern California; Pfizer; BioClinica; Biogen; U.S. Department of Defense; Eli Lilly and Company; Consortium canadien en neurodégénérescence associée au vieillissement; Bristol-Myers Squibb; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Alzheimer's Association","keywords":"Parkinson's disease; Neuroscience; Disease; Macro; Neurology; Neuroimaging; Medicine; Psychology; Computer science; Pathology","authors":[{"name":"Milton Camacho","is_ca":true},{"name":"Matthias Wilms","is_ca":true},{"name":"Hannes Almgren","is_ca":true},{"name":"Kimberly Amador","is_ca":true},{"name":"Richard Camicioli","is_ca":true},{"name":"Zahinoor Ismail","is_ca":true},{"name":"Oury Monchi","is_ca":true},{"name":"Nils D. Forkert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05380399453172547,"gpt":0.3190788275455439,"spread":0.2652748330138184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002610094,0.0005891627,0.0005250092,0.0002341114,0.0003254499,0.0003783364,0.0003585671,0.000137831,0.0001620392],"category_scores_gemma":[0.0003272018,0.0005234848,0.0002164806,0.0002465022,0.0001344581,0.0004641523,0.0002741521,0.0002164384,0.00005034472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982827,"about_ca_system_score_gemma":0.000408861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009322614,"about_ca_topic_score_gemma":0.0000475954,"domain_scores_codex":[0.9964645,0.0001028873,0.0004391596,0.001903158,0.0003916764,0.0006986251],"domain_scores_gemma":[0.996353,0.0002946946,0.0001567654,0.001419834,0.0001029039,0.001672762],"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":[0.01747461,0.001730495,0.2173285,0.005139791,0.003194366,0.00288625,0.001350004,0.000005272328,0.09710115,0.002182647,0.06440284,0.587204],"study_design_scores_gemma":[0.003263442,0.0001306476,0.3395076,0.0005331232,0.001808803,0.00001098634,0.0001857435,0.06889787,0.0007490243,0.002487845,0.5818176,0.0006073563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243,0.02959699,0.002170828,0.01685132,0.00102616,0.002706093,0.02264671,0.0006357433,0.00006618277],"genre_scores_gemma":[0.9789795,0.001031035,0.004121251,0.001927489,0.001363314,0.0006838805,0.01120442,0.0001573841,0.0005317464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5865967,"threshold_uncertainty_score":0.9997216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380790433","doi":"10.1038/s41531-023-00543-8","title":"Focused ultrasound thalamotomy for tremor treatment impacts the cerebello-thalamo-cortical network","year":2023,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health; Canadian Institutes of Health Research; National Institutes of Health; National Institute on Deafness and Other Communication Disorders; Henan Provincial People's Hospital; National Natural Science Foundation of China","keywords":"Essential tremor; Neuroscience; Thalamotomy; Cerebellum; Thalamus; Medicine; Functional magnetic resonance imaging; Dorsum; Psychology; Deep brain stimulation; Parkinson's disease; Anatomy; Disease; Pathology","authors":[{"name":"Louisa Dahmani","is_ca":false},{"name":"Yan Bai","is_ca":false},{"name":"Meiling Li","is_ca":false},{"name":"Jianxun Ren","is_ca":false},{"name":"Lunhao Shen","is_ca":false},{"name":"Jianjun Ma","is_ca":false},{"name":"Haiyang Li","is_ca":false},{"name":"Wei Wei","is_ca":false},{"name":"Pengyu Li","is_ca":false},{"name":"Danhong Wang","is_ca":false},{"name":"Du Lei","is_ca":false},{"name":"Weigang Cui","is_ca":false},{"name":"Hesheng Liu","is_ca":false},{"name":"Meiyun Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03872076600638808,"gpt":0.3020197336945227,"spread":0.2632989676881347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001429547,0.0003469069,0.0004035387,0.00005586221,0.0003675885,0.00006119946,0.0001315828,0.00009205181,0.0002364056],"category_scores_gemma":[0.0003068564,0.000191291,0.0004694312,0.0004102362,0.0001357557,0.00005373839,0.00003438329,0.0001313167,0.0002816556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008966313,"about_ca_system_score_gemma":0.0001324132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002824021,"about_ca_topic_score_gemma":0.00001767462,"domain_scores_codex":[0.9979296,0.0001121465,0.0002906835,0.0005561858,0.0003239296,0.0007874635],"domain_scores_gemma":[0.9977787,0.0007753251,0.00007899861,0.000595434,0.00004960348,0.0007220128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005163481,0.002605359,0.9228408,0.0001081849,0.0006647214,0.00111356,0.0001851677,0.0001284042,0.0002764156,0.0006919737,0.04510228,0.02111962],"study_design_scores_gemma":[0.006101635,0.001297881,0.9143355,0.00003230087,0.0008543309,0.000008172708,0.00003655811,0.000811095,0.0001106336,0.004195299,0.0720062,0.0002103251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892172,0.0008907521,0.00003640584,0.005404274,0.0002437208,0.002417639,0.0001476777,0.0003133227,0.001329059],"genre_scores_gemma":[0.9941545,0.0004530031,0.00008159557,0.002055981,0.0004152638,0.0007469392,0.0002397775,0.00005876452,0.001794178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02690392,"threshold_uncertainty_score":0.780062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2976459627","doi":"10.1038/s41531-019-0092-6","title":"Heightened orofacial, manual, and gait variability in Parkinson’s disease results from a general rhythmic impairment","year":2019,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; International Laboratory for Brain, Music and Sound Research; Cegep Edouard Montpetit","funders":"Institut Universitaire de France","keywords":"Rhythm; Psychology; Physical medicine and rehabilitation; Finger tapping; Parkinson's disease; Gait; Audiology; Neural substrate; Neuroscience; Medicine; Disease; Cognition","authors":[{"name":"Frédéric Puyjarinet","is_ca":false},{"name":"Valentin Bégel","is_ca":false},{"name":"Christian Gény","is_ca":false},{"name":"Valérie Driss","is_ca":false},{"name":"Marie‐Charlotte Cuartero","is_ca":false},{"name":"Sonja A. Kotz","is_ca":false},{"name":"Serge Pinto","is_ca":false},{"name":"Simone Dalla Bella","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02201881268578802,"gpt":0.2701404721784728,"spread":0.2481216594926847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006239912,0.0004073765,0.000369581,0.0001932875,0.0002167116,0.0002066111,0.0003878158,0.00009385693,0.0003712656],"category_scores_gemma":[0.001016911,0.0003797042,0.0001438415,0.0004460307,0.0002605312,0.0006600145,0.0002617314,0.0002622771,0.0003073533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010725,"about_ca_system_score_gemma":0.000296522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002852659,"about_ca_topic_score_gemma":0.0000376836,"domain_scores_codex":[0.9952545,0.0006729857,0.0006000562,0.001995096,0.0007471122,0.0007302433],"domain_scores_gemma":[0.9973837,0.0002823839,0.0002344718,0.001057302,0.00003336805,0.001008749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01471336,0.003567703,0.4940846,0.0002143883,0.0000129005,0.001750712,0.001908585,0.0005599382,0.4589068,0.0009251525,0.004664586,0.01869125],"study_design_scores_gemma":[0.002565964,0.00009857261,0.9365919,0.00005578391,0.00003367383,0.000003395829,0.00002954745,0.006387862,0.001327951,0.001922022,0.05049939,0.0004838936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951834,0.00005371507,0.00003325164,0.0009411261,0.0007997854,0.001204149,0.001209651,0.0001410143,0.0004338748],"genre_scores_gemma":[0.9950532,0.0004143385,0.00009077533,0.003499144,0.0002265666,0.0001515822,0.00006494861,0.00003452031,0.0004648951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4575788,"threshold_uncertainty_score":0.9998655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402926622","doi":"10.1038/s41531-024-00789-w","title":"Neuronal alpha-Synuclein Disease integrated staging system performance in PPMI, PASADENA, and SPARK baseline cohorts","year":2024,"lang":"en","type":"article","venue":"npj Parkinson s Disease","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":"Ottawa Hospital; Montreal Neurological Institute and Hospital; Toronto Western Hospital","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; Weill Cornell Medical College; School of Medicine, Stanford University; National Institutes of Health; Alexion Pharmaceuticals; Prothena; Acorda Therapeutics; Parkinson's Foundation; Biogen; International Parkinson and Movement Disorder Society; Scheme for Promotion of Academic and Research Collaboration; National Institute of Neurological Disorders and Stroke; Massachusetts General Hospital; Eli Lilly and Company; Sanofi; Michael J. Fox Foundation for Parkinson's Research","keywords":"Parkinson's disease; Alpha-synuclein; Medicine; Baseline (sea); Disease; Stage (stratigraphy); Internal medicine; Oncology; Neurology; Cohort; Physical medicine and rehabilitation; Biology; Psychiatry","authors":[{"name":"Tien Dam","is_ca":false},{"name":"Gennaro Pagano","is_ca":false},{"name":"Michael C. Brumm","is_ca":false},{"name":"Caroline Gochanour","is_ca":false},{"name":"Kathleen L. Poston","is_ca":false},{"name":"Daniel Weintraub","is_ca":false},{"name":"Lana M. Chahine","is_ca":false},{"name":"Christopher S. Coffey","is_ca":false},{"name":"Caroline M. Tanner","is_ca":false},{"name":"Catherine Kopil","is_ca":false},{"name":"Yuge Xiao","is_ca":false},{"name":"Sohini Chowdhury","is_ca":false},{"name":"Luis Concha‐Marambio","is_ca":false},{"name":"Peter DiBiaso","is_ca":false},{"name":"Tatiana Foroud","is_ca":false},{"name":"Mark Frasier","is_ca":false},{"name":"Danna Jennings","is_ca":false},{"name":"Karl Kieburtz","is_ca":false},{"name":"Kalpana Merchant","is_ca":false},{"name":"Brit Mollenhauer","is_ca":false},{"name":"Thomas J. Montine","is_ca":false},{"name":"Kelly Nudelman","is_ca":false},{"name":"John Seibyl","is_ca":false},{"name":"Todd Sherer","is_ca":false},{"name":"Andrew Singleton","is_ca":false},{"name":"Diane Stephenson","is_ca":false},{"name":"Matthew Stern","is_ca":false},{"name":"Claudio Soto","is_ca":false},{"name":"Eduardo Tolosa","is_ca":false},{"name":"Andrew Siderowf","is_ca":false},{"name":"Billy Dunn","is_ca":false},{"name":"Tanya Simuni","is_ca":false},{"name":"Kenneth Marek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01391636951710914,"gpt":0.2466869661673458,"spread":0.2327705966502366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003927836,0.0005682324,0.0005925913,0.000486639,0.000156949,0.000191011,0.0001407114,0.00009104423,0.0002564722],"category_scores_gemma":[0.0001123051,0.0004855958,0.0002069045,0.0006056695,0.0001119163,0.0003588819,0.0001076594,0.0003757146,0.0001632947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000392842,"about_ca_system_score_gemma":0.0006015512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006559516,"about_ca_topic_score_gemma":0.000009778711,"domain_scores_codex":[0.996679,0.0001892315,0.000566057,0.001172781,0.0006974367,0.0006954977],"domain_scores_gemma":[0.9972816,0.0001018777,0.0000851919,0.000581088,0.00008607969,0.001864207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00362693,0.001070342,0.9410174,0.00362102,0.000291122,0.01700693,0.0001452819,0.00009870481,0.0002624776,0.0008637793,0.001601517,0.03039447],"study_design_scores_gemma":[0.002396979,0.0001397111,0.8065131,0.002553958,0.0008152082,0.00003822442,0.0001282926,0.1013252,0.0001690606,0.00005080464,0.08540274,0.0004667343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851605,0.01086091,0.0002020376,0.000752845,0.0005057987,0.0009994161,0.0006224141,0.000490461,0.0004055745],"genre_scores_gemma":[0.9969981,0.0007762988,0.0001799994,0.0005161375,0.0002312629,0.0002038115,0.0004511456,0.0001161099,0.000527174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1345043,"threshold_uncertainty_score":0.9997596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308603419","doi":"10.1038/s41531-022-00416-6","title":"Microstructural but not macrostructural cortical degeneration occurs in Parkinson’s disease with mild cognitive impairment","year":2022,"lang":"en","type":"review","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Key Research and Development Program of China; China Postdoctoral Science Foundation; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Psychology; Precuneus; Neuroscience; Inferior parietal lobule; Cognition; Medicine; Cardiology","authors":[{"name":"Xueqin Bai","is_ca":false},{"name":"Tao Guo","is_ca":false},{"name":"Jingwen Chen","is_ca":false},{"name":"Xiaojun Guan","is_ca":false},{"name":"Cheng Zhou","is_ca":false},{"name":"Jingjing Wu","is_ca":false},{"name":"Xiaocao Liu","is_ca":false},{"name":"Haoting Wu","is_ca":false},{"name":"Jiaqi Wen","is_ca":false},{"name":"Luyan Gu","is_ca":false},{"name":"Ting Gao","is_ca":false},{"name":"Min Xuan","is_ca":false},{"name":"Peiyu Huang","is_ca":false},{"name":"Baorong Zhang","is_ca":false},{"name":"Xiaojun Xu","is_ca":false},{"name":"Minming Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03851886030476095,"gpt":0.3167478667941255,"spread":0.2782290064893645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002772509,0.001862644,0.002884378,0.0007324555,0.0005744766,0.0002312365,0.0004367183,0.0003340691,0.00195275],"category_scores_gemma":[0.0002064201,0.001465574,0.001345396,0.0009060237,0.0003453032,0.0002836141,0.0003256637,0.001319069,0.0001470904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850778,"about_ca_system_score_gemma":0.003095565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170401,"about_ca_topic_score_gemma":0.00005640197,"domain_scores_codex":[0.992072,0.0007974234,0.001438116,0.002477209,0.001701286,0.001513983],"domain_scores_gemma":[0.9945815,0.0002781093,0.0007369613,0.001140925,0.0001533014,0.003109176],"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":[0.0467434,0.006269098,0.09546813,0.03291716,0.003749057,0.04775473,0.0004358164,0.00003026397,0.00002126481,0.0002563771,0.00172473,0.76463],"study_design_scores_gemma":[0.008145801,0.000668612,0.1671681,0.006568466,0.01061563,0.0002504464,0.0001316593,0.0001391097,0.00002778885,0.00004170759,0.8045422,0.001700437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2079604,0.7759708,0.00001186113,0.00009427772,0.0006475205,0.005598331,0.009444818,0.0002078233,0.0000641425],"genre_scores_gemma":[0.2749602,0.7079033,0.0002581655,0.0008658379,0.0004271001,0.003206013,0.01169925,0.0003110198,0.0003691185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8028175,"threshold_uncertainty_score":0.9994118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408693851","doi":"10.1038/s41531-025-00897-1","title":"Digital gait biomarkers in Parkinson’s disease: susceptibility/risk, progression, response to exercise, and prognosis","year":2025,"lang":"en","type":"review","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta; CARE Canada","funders":"National Institute on Aging","keywords":"Parkinson's disease; Medicine; Disease; Gait; Physical medicine and rehabilitation; Neurology; Internal medicine; Physical therapy; Oncology; Psychiatry","authors":[{"name":"Martina Mancini","is_ca":false},{"name":"Mitra Afshari","is_ca":false},{"name":"Quincy J. Almeida","is_ca":true},{"name":"Sommer L. Amundsen Huffmaster","is_ca":false},{"name":"Katherine Balfany","is_ca":false},{"name":"Richard Camicioli","is_ca":true},{"name":"Cory L. Christiansen","is_ca":false},{"name":"Marian L. Dale","is_ca":false},{"name":"Leland E. Dibble","is_ca":false},{"name":"Gammon M. Earhart","is_ca":false},{"name":"Terry D. Ellis","is_ca":false},{"name":"Garett Griffith","is_ca":false},{"name":"Madeleine E. Hackney","is_ca":false},{"name":"Fay B. Horak","is_ca":false},{"name":"Kelvin E. Jones","is_ca":true},{"name":"Ling Li","is_ca":false},{"name":"Joan A. O’Keefe","is_ca":false},{"name":"Kimberly Kwei","is_ca":false},{"name":"Geneviève N. Olivier","is_ca":false},{"name":"Ashwini K. Rao","is_ca":false},{"name":"Anjali Sivaramakrishnan","is_ca":false},{"name":"Daniel M. Corcos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02228895180651973,"gpt":0.3270007250269917,"spread":0.3047117732204719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009643286,0.001839379,0.003487482,0.001893671,0.0003294058,0.0004364405,0.0005696369,0.0005312779,0.0001959781],"category_scores_gemma":[0.002384308,0.001528454,0.001398015,0.002150856,0.0002741211,0.0003639574,0.0006445381,0.000704063,0.0002387425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009491232,"about_ca_system_score_gemma":0.003312032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003115021,"about_ca_topic_score_gemma":0.00002076492,"domain_scores_codex":[0.9913979,0.000925964,0.001648152,0.003296106,0.001311055,0.001420878],"domain_scores_gemma":[0.9916509,0.0006631316,0.0006297928,0.002028336,0.0002244765,0.00480336],"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":[0.01269344,0.002786862,0.1184875,0.02348583,0.0006684322,0.002721859,0.000045492,4.56608e-7,3.898953e-7,0.000007048248,0.002700391,0.8364023],"study_design_scores_gemma":[0.002449673,0.0002792682,0.1279706,0.06038385,0.006060591,0.00001054753,0.00003549747,0.00001880448,0.000001329236,0.00008078882,0.8016492,0.001059929],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009003808,0.9731154,0.00001467231,0.0003573397,0.0003460611,0.01098119,0.005511402,0.0003577641,0.0003123943],"genre_scores_gemma":[0.02725839,0.9618993,0.0004476238,0.0001931656,0.0001456259,0.006662856,0.001507271,0.0002492756,0.001636446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8353424,"threshold_uncertainty_score":0.9994351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391814626","doi":"10.1038/s41531-024-00646-w","title":"Differences in brain aging between sexes in Parkinson’s disease","year":2024,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"National Center for Research Resources; National Institute of Mental Health; National Institute on Aging; Natural Sciences and Engineering Research Council of Canada; Parkinson Canada; Government of Canada","keywords":"Parkinson's disease; Atrophy; Neurology; Medicine; Brain aging; Disease; Internal medicine; Brain Structure and Function; Cognition; Psychology; Psychiatry","authors":[{"name":"Iman Beheshti","is_ca":true},{"name":"Samuel Booth","is_ca":true},{"name":"Ji Hyun Ko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02955211219451449,"gpt":0.2955611532517886,"spread":0.2660090410572741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003979191,0.000617929,0.0007793973,0.0009378209,0.0001065071,0.0002061419,0.0002659971,0.0001412523,0.0004141924],"category_scores_gemma":[0.0002185457,0.0005483722,0.0003583778,0.0009816396,0.0001194267,0.0003662478,0.0001331642,0.0004678108,0.0002507862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004657566,"about_ca_system_score_gemma":0.0006842519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002114886,"about_ca_topic_score_gemma":0.0001186625,"domain_scores_codex":[0.995965,0.0002442283,0.0006689561,0.001354411,0.0008197611,0.000947642],"domain_scores_gemma":[0.9971556,0.0003046851,0.00008521499,0.0006760149,0.00003385631,0.001744611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005661223,0.0007700434,0.9668084,0.0006182549,0.0001341522,0.008010361,0.0002803942,0.000006469631,0.00004615133,0.0003775484,0.0009362446,0.02144579],"study_design_scores_gemma":[0.002206227,0.00008244579,0.8677663,0.001447842,0.0003517674,0.00000426653,0.00009572457,0.001814577,0.00006242958,0.002140547,0.123555,0.0004729063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770347,0.01600155,0.00009440726,0.003985603,0.000376049,0.001003538,0.0005135254,0.0003490847,0.0006415741],"genre_scores_gemma":[0.9961979,0.0005773822,0.0001380923,0.0008688208,0.0004078681,0.0004274584,0.0003151866,0.0001046006,0.0009626239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1226187,"threshold_uncertainty_score":0.9996968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200357153","doi":"10.1038/s41531-021-00260-0","title":"Gut bacterial tyrosine decarboxylase associates with clinical variables in a longitudinal cohort study of Parkinsons disease","year":2021,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Parkinsonfonden; Weston Brain Institute; Helsingin ja Uudenmaan Sairaanhoitopiiri; Academy of Finland; Michael J. Fox Foundation for Parkinson's Research","keywords":"Parkinson's disease; Medicine; Levodopa; Pramipexole; Disease; Cohort; Internal medicine; Rasagiline; Drug; Aromatic L-amino acid decarboxylase; Longitudinal study; Entacapone; Dopamine; Pharmacology; Pathology","authors":[{"name":"Sebastiaan P. van Kessel","is_ca":false},{"name":"Petri Auvinen","is_ca":false},{"name":"Filip Scheperjans","is_ca":false},{"name":"Sahar El Aidy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03014250020153242,"gpt":0.3142689219989465,"spread":0.284126421797414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006232958,0.000600125,0.001367065,0.0002594026,0.0001442405,0.0000833347,0.000213256,0.0001526423,0.000643242],"category_scores_gemma":[0.0008345413,0.0005134951,0.0003965079,0.0008293916,0.0001641694,0.000206498,0.000178544,0.0003386447,0.00003252455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479745,"about_ca_system_score_gemma":0.001676606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002100001,"about_ca_topic_score_gemma":0.0003820514,"domain_scores_codex":[0.99493,0.0006076292,0.001107109,0.001489904,0.001131739,0.0007336694],"domain_scores_gemma":[0.9957479,0.0002781893,0.000420551,0.001246164,0.0004200282,0.00188719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01010302,0.02406158,0.9522788,0.000163345,0.001041278,0.01097581,0.00007093135,0.00002523785,0.0001361131,0.0001076134,0.0002951347,0.0007411476],"study_design_scores_gemma":[0.01634216,0.000886902,0.9732465,0.0004294993,0.003308708,0.00001504361,0.0001873039,0.0002408877,0.00009539948,0.0001617156,0.004619122,0.000466742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995254,0.001348876,0.00003544763,0.0002509033,0.0003663416,0.001718026,0.0005945328,0.0001052732,0.0003266432],"genre_scores_gemma":[0.9973525,0.0003353854,0.0004469079,0.0002065592,0.0002870973,0.0004502776,0.0005736405,0.00009533378,0.0002522455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02317468,"threshold_uncertainty_score":0.9997317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}