{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":897,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":897,"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":"cb0f0b7cae05","filters":{"venue":"Journal of Alzheimer s Disease"}},"results":[{"id":"W1853705225","doi":"10.3233/jad-150520","title":"Linguistic Features Identify Alzheimer’s Disease in Narrative Speech","year":2015,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":770,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging; Medical Center, University of Pittsburgh; National Institutes of Health; Natural Sciences and Engineering Research Council of Canada; Alzheimer Society; Carnegie Mellon University","keywords":"Narrative; Linguistics; Psychology; Disease; Medicine; Philosophy; Pathology","authors":[{"name":"Kathleen Fraser","is_ca":true},{"name":"Jed A. Meltzer","is_ca":true},{"name":"Frank Rudzicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05618843278524933,"gpt":0.3861810096178652,"spread":0.3299925768326158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009380503,0.0003931479,0.0002025678,0.001749632,0.0002268806,0.0007543191,0.0002071978,0.0003873935,0.001917682],"category_scores_gemma":[0.00589399,0.0001037495,0.0002404005,0.0004907746,0.0002914639,0.0005020874,0.0005566624,0.0002420687,0.000525222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221021,"about_ca_system_score_gemma":0.0001754338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176961,"about_ca_topic_score_gemma":0.001811449,"domain_scores_codex":[0.9997434,0.00008742214,0.00004838436,0.00005296326,0.00004762733,0.00002018119],"domain_scores_gemma":[0.9970238,0.001838788,0.0005648278,0.0001062129,0.0003384763,0.0001279164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003858409,0.0003273933,0.6851421,0.0009397319,0.0002024047,0.002029671,0.005822976,0.001877332,0.07847772,0.0005279148,0.002884097,0.2179103],"study_design_scores_gemma":[0.00004951944,0.0005120247,0.9656902,0.0001807688,0.0001889419,0.003019385,0.002868221,0.01206489,0.01178582,0.001169004,0.002424562,0.00004662941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953297,0.0004321841,0.002411264,0.00008130309,0.00001525142,0.00003493109,0.0007748053,0.00003655232,0.0008839732],"genre_scores_gemma":[0.9943482,0.0002264396,0.003947654,0.00002341661,0.00002200629,0.00002943427,0.001099038,0.000006441393,0.0002972683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001917682,"threshold_uncertainty_score":0.006415308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2570315135","doi":"10.3233/jad-160979","title":"The Mild Behavioral Impairment Checklist (MBI-C): A Rating Scale for Neuropsychiatric Symptoms in Pre-Dementia Populations","year":2017,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":551,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Calgary; Douglas Mental Health University Institute; University of Toronto; St. Michael's Hospital","funders":"National Institute of General Medical Sciences; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Checklist; Dementia; Rating scale; Clinical Dementia Rating; Psychology; Psychiatry; Clinical psychology; Scale (ratio); Medicine; Cognitive impairment; Cognition; Developmental psychology; Disease; Internal medicine; Cognitive psychology; Cartography","authors":[{"name":"Zahinoor Ismail","is_ca":true},{"name":"Luis Agüera-Ortíz","is_ca":false},{"name":"Henry Brodaty","is_ca":false},{"name":"Alicja Cieślak","is_ca":true},{"name":"Jeffrey L. Cummings","is_ca":false},{"name":"Corinne E. Fischer","is_ca":true},{"name":"Serge Gauthier","is_ca":true},{"name":"Yonas E. Geda","is_ca":false},{"name":"Nathan Herrmann","is_ca":true},{"name":"Jamila Kanji","is_ca":true},{"name":"Krista L. Lanctôt","is_ca":true},{"name":"David S. Miller","is_ca":false},{"name":"Moyra E. Mortby","is_ca":false},{"name":"Chiadi U. Onyike","is_ca":false},{"name":"Paul B. Rosenberg","is_ca":false},{"name":"Eric E. Smith","is_ca":true},{"name":"Gwenn S. Smith","is_ca":false},{"name":"David L. Sultzer","is_ca":false},{"name":"Constantine G. Lyketsos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0430514290836311,"gpt":0.3865057330870068,"spread":0.3434543040033757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002454739,0.0006831816,0.0007131453,0.002264889,0.0005378656,0.0004763218,0.001171633,0.0004807248,0.003285337],"category_scores_gemma":[0.005817946,0.0002097791,0.0007865439,0.001024426,0.0003654933,0.0007129241,0.001267204,0.001275026,0.0007497754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137841,"about_ca_system_score_gemma":0.002203755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005540677,"about_ca_topic_score_gemma":0.01748578,"domain_scores_codex":[0.9982438,0.0004191547,0.0004424914,0.0001028594,0.0006662441,0.0001254945],"domain_scores_gemma":[0.9957612,0.000557986,0.001679384,0.0001326033,0.001283708,0.0005851676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008653546,0.001631544,0.7778217,0.001444621,0.0006442789,0.0006601881,0.00305033,0.001791923,0.003622866,0.0009619752,0.05662992,0.1508753],"study_design_scores_gemma":[0.0001359178,0.0006466816,0.9880924,0.0002225061,0.00005651449,0.0006990661,0.0006801607,0.0008126317,0.0004718975,0.0004722674,0.007646151,0.00006384046],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259779,0.003038013,0.0094174,0.001892139,0.0002953976,0.01323582,0.02117869,0.0004882038,0.02447642],"genre_scores_gemma":[0.9169157,0.002426653,0.0428342,0.0009010157,0.0001166733,0.01382245,0.01715061,0.0000443613,0.00578842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005540677,"threshold_uncertainty_score":0.01298207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914620404","doi":"10.3233/jad-180631","title":"Air Pollution and Dementia: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":537,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Health and Medical Research Council; Dementia Centre for Research Collaboration; Medical Research Council; National Institute for Health and Care Research","keywords":"Dementia; Environmental health; Air pollution; Pollutant; Cognitive decline; Medicine; Population; Disease; Pathology; Chemistry","authors":[{"name":"Ruth Peters","is_ca":false},{"name":"Nicole Ee","is_ca":false},{"name":"Jean Peters","is_ca":false},{"name":"Andrew Booth","is_ca":false},{"name":"Ian Mudway","is_ca":false},{"name":"Kaarin J. Anstey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0926430989304113,"gpt":0.3731661690066415,"spread":0.2805230700762302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007344307,0.001941725,0.01015883,0.01186158,0.0009520077,0.003441098,0.002128311,0.002672468,0.006662007],"category_scores_gemma":[0.03616878,0.001336628,0.00861041,0.01354571,0.0008880278,0.002760473,0.001900514,0.001488332,0.0004553632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004363204,"about_ca_system_score_gemma":0.01440729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01122521,"about_ca_topic_score_gemma":0.02922141,"domain_scores_codex":[0.9917242,0.002852175,0.002988935,0.0006109406,0.001487669,0.0003361386],"domain_scores_gemma":[0.9733025,0.01763448,0.005597761,0.0003438354,0.002765576,0.0003558264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000128327,0.00001387343,0.0007857896,0.9764875,0.007027186,0.0001219863,0.0001217847,0.00005713677,0.00005685825,0.00009468014,0.00110119,0.01400373],"study_design_scores_gemma":[0.0002381541,0.0001590663,0.004324855,0.9236852,0.05943235,0.0004619826,0.0002377017,0.00006315394,0.00008426305,0.0002248995,0.01105736,0.00003090742],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007956682,0.9981054,0.00006888821,0.0002453058,0.0001010974,0.0002268937,0.0002626534,0.000005749601,0.0001883602],"genre_scores_gemma":[0.01063652,0.9876622,0.0003265892,0.000505593,0.0001011659,0.0004637264,0.0001967279,0.000003272804,0.0001041475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01186158,"threshold_uncertainty_score":0.03884089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2294532941","doi":"10.3233/jad-160152","title":"Microbes and Alzheimer’s Disease","year":2016,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":536,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"National Institute on Minority Health and Health Disparities; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health","keywords":"Disease; Alzheimer's disease; Psychology; Neuroscience; Medicine; Pathology","authors":[{"name":"Ruth F. Itzhaki","is_ca":false},{"name":"Richard Lathe","is_ca":false},{"name":"Brian J. Balin","is_ca":false},{"name":"Melvyn J. Ball","is_ca":false},{"name":"Elaine L. Bearer","is_ca":false},{"name":"Heiko Braak","is_ca":false},{"name":"María J. Bullido","is_ca":false},{"name":"Christopher Carter","is_ca":false},{"name":"Mario Clerici","is_ca":false},{"name":"S. Louise Cosby","is_ca":false},{"name":"Kelly Del Tredici","is_ca":false},{"name":"Hugh J. Field","is_ca":false},{"name":"Tamàs Fülöp","is_ca":true},{"name":"Claudio Grassi","is_ca":false},{"name":"W. Sue T. Griffin","is_ca":false},{"name":"Jürgen Haas","is_ca":false},{"name":"Alan P. Hudson","is_ca":false},{"name":"Angela R. Kamer","is_ca":false},{"name":"Douglas B. Kell","is_ca":false},{"name":"Federico Licastro","is_ca":false},{"name":"Luc Letenneur","is_ca":false},{"name":"Hugo Lövheim","is_ca":false},{"name":"Roberta Mancuso","is_ca":false},{"name":"Judith Miklossy","is_ca":false},{"name":"Carola Otth","is_ca":false},{"name":"Anna Teresa Palamara","is_ca":false},{"name":"George Perry","is_ca":false},{"name":"Christopher Preston","is_ca":false},{"name":"Etheresia Pretorius","is_ca":false},{"name":"Timo Strandberg","is_ca":false},{"name":"Naji Tabet","is_ca":false},{"name":"Simon D. Taylor‐Robinson","is_ca":false},{"name":"Judith A. Whittum‐Hudson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07415436904438197,"gpt":0.3828763448564486,"spread":0.3087219758120666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005527592,0.0007494907,0.001230076,0.002276241,0.0004021121,0.001608568,0.0005864053,0.001336814,0.005902882],"category_scores_gemma":[0.0009606269,0.0002220398,0.0006448043,0.002174021,0.0004994755,0.001651556,0.0008599561,0.001914499,0.0025111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005606835,"about_ca_system_score_gemma":0.001488185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151512,"about_ca_topic_score_gemma":0.002501096,"domain_scores_codex":[0.999687,0.00006729975,0.00005377247,0.00004038861,0.0001207401,0.00003091352],"domain_scores_gemma":[0.9996502,0.0001390033,0.00007039872,0.00001096934,0.00009298801,0.00003641727],"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":[0.00006358817,0.00006595547,0.000247893,0.02854504,0.000132374,0.000237711,0.0001555091,0.00009685835,0.0009503323,0.003689331,0.04370122,0.9221143],"study_design_scores_gemma":[0.00001371157,0.00007311827,0.0009338019,0.008556974,0.0001452532,0.001784608,0.0001187255,0.00002088516,0.0001747138,0.002045565,0.9861189,0.000013558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003961835,0.9991116,0.00001721196,0.0002537557,0.0001736965,0.000001750399,0.000006538378,0.000003017242,0.0003928128],"genre_scores_gemma":[0.00054634,0.9986476,0.00006137533,0.0002081691,0.0001573247,0.000002593122,0.0000109397,6.462693e-7,0.0003650229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005902882,"threshold_uncertainty_score":0.01974714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2797937217","doi":"10.3233/jad-170991","title":"The Alzheimer’s Disease Assessment Scale–Cognitive Subscale (ADAS-Cog): Modifications and Responsiveness in Pre-Dementia Populations. A Narrative Review","year":2018,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":423,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Cognition; Cog; Disease; Psychology; Medicine; Gerontology; Clinical psychology; Psychiatry; Computer science; Artificial intelligence; Internal medicine","authors":[{"name":"Jacqueline K. Kueper","is_ca":true},{"name":"Mark Speechley","is_ca":true},{"name":"Manuel Montero‐Odasso","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09822946359533463,"gpt":0.4528365308368587,"spread":0.354607067241524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009246733,0.00118366,0.003237986,0.004895811,0.000348704,0.002401592,0.001692752,0.001686399,0.002285315],"category_scores_gemma":[0.03625463,0.0006388616,0.004012959,0.004562803,0.0007419172,0.002305675,0.0009439766,0.001627914,0.0003767514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001974904,"about_ca_system_score_gemma":0.005416566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003341948,"about_ca_topic_score_gemma":0.005976743,"domain_scores_codex":[0.9939861,0.002101136,0.001998394,0.0004245814,0.001378745,0.0001109343],"domain_scores_gemma":[0.9824902,0.01353711,0.002419474,0.0002263399,0.001235952,0.00009074822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002833968,0.00004760375,0.0007521801,0.6333887,0.002518872,0.000117481,0.0003794378,0.0001676307,0.000259991,0.001040971,0.009735606,0.3513082],"study_design_scores_gemma":[0.0003464358,0.0004466766,0.007907949,0.7840639,0.02195267,0.001375444,0.0005150118,0.0001642122,0.0004729218,0.001217538,0.1814617,0.00007556227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001539698,0.9993538,0.00003821242,0.0001493342,0.00008385791,0.00003857414,0.00004044189,0.00000190066,0.000139937],"genre_scores_gemma":[0.002636436,0.9964221,0.0002728048,0.0003337342,0.00007802297,0.000126003,0.00006353061,0.000001805354,0.00006557944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009246733,"threshold_uncertainty_score":0.04890198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1812789667","doi":"10.3233/jad-2010-1219","title":"Neuroinflammation in Alzheimer's Disease and Mild Cognitive Impairment: A Field in Its Infancy","year":2010,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":349,"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":"Fondation pour la Recherche sur Alzheimer","keywords":"Neuroinflammation; Neuroscience; Disease; Cognitive impairment; Cognition; Medicine; Psychology; Alzheimer's disease; Pathology","authors":[{"name":"Edith G. McGeer","is_ca":true},{"name":"Patrick L. McGeer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05278536948877796,"gpt":0.373099509716027,"spread":0.320314140227249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004326697,0.0007051606,0.002066438,0.001685992,0.0008205997,0.002756682,0.0009955316,0.003443049,0.00201867],"category_scores_gemma":[0.002279105,0.0003204623,0.0004682223,0.001809867,0.002608884,0.004286128,0.001904061,0.00343248,0.0007411371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009408274,"about_ca_system_score_gemma":0.003612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002069095,"about_ca_topic_score_gemma":0.001834877,"domain_scores_codex":[0.9991426,0.000310334,0.0001492435,0.0000736359,0.0001807287,0.0001434718],"domain_scores_gemma":[0.996627,0.001568719,0.0003384481,0.0001324142,0.0008367644,0.0004967002],"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":[0.001082637,0.0007577299,0.006877767,0.007810045,0.0001444416,0.0008009744,0.0007820991,0.0003130173,0.007726826,0.01712842,0.03105911,0.9255168],"study_design_scores_gemma":[0.0003211352,0.005393136,0.09247942,0.01518786,0.0006675451,0.009176867,0.007440969,0.002039781,0.003206518,0.09774494,0.7660194,0.0003223976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002462093,0.9851909,0.0005119597,0.01022151,0.0005595764,0.00001903947,0.00003270481,0.0000194005,0.0009828194],"genre_scores_gemma":[0.03357889,0.9537972,0.001967106,0.003128323,0.00645375,0.00006550395,0.00007544032,0.000007806696,0.0009260065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004326697,"threshold_uncertainty_score":0.02288204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2503910289","doi":"10.3233/jad-160017","title":"A Phase II Study of Fornix Deep Brain Stimulation in Mild Alzheimer’s Disease","year":2016,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":334,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; McGill University; Douglas Mental Health University Institute; University of Toronto","funders":"University of Toronto; Johns Hopkins University; University of Pennsylvania; National Institutes of Health; National Institute on Aging; Brown University","keywords":"Deep brain stimulation; Fornix; Medial forebrain bundle; Medicine; Cognitive decline; Stimulation; Dementia; Alzheimer's disease; Neurology; Internal medicine; Psychology; Disease; Hippocampus; Psychiatry; Parkinson's disease","authors":[{"name":"Andrés M. Lozano","is_ca":true},{"name":"Lisa Fosdick","is_ca":false},{"name":"M. Mallar Chakravarty","is_ca":true},{"name":"Jeannie‐Marie Leoutsakos","is_ca":false},{"name":"Cynthia A. Munro","is_ca":false},{"name":"Esther S. Oh","is_ca":false},{"name":"Kristen E. Drake","is_ca":false},{"name":"Christopher H. Lyman","is_ca":false},{"name":"Paul B. Rosenberg","is_ca":false},{"name":"William S. Anderson","is_ca":false},{"name":"David F. Tang‐Wai","is_ca":true},{"name":"J. Cara Pendergrass","is_ca":false},{"name":"Stephen Salloway","is_ca":false},{"name":"Wael F. Asaad","is_ca":false},{"name":"Francisco A. Ponce","is_ca":false},{"name":"Anna Burke","is_ca":false},{"name":"Marwan N. Sabbagh","is_ca":false},{"name":"David A. Wolk","is_ca":false},{"name":"Gordon H. Baltuch","is_ca":false},{"name":"Michael S. Okun","is_ca":false},{"name":"Kelly D. Foote","is_ca":false},{"name":"Mary Pat McAndrews","is_ca":true},{"name":"Peter Giacobbe","is_ca":true},{"name":"Steven D. Targum","is_ca":false},{"name":"Constantine G. Lyketsos","is_ca":false},{"name":"Gwenn S. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05588044987069787,"gpt":0.3510959975608733,"spread":0.2952155476901755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002799991,0.002024189,0.003623375,0.0004394067,0.0005143846,0.001224034,0.0009586046,0.002065405,0.004997391],"category_scores_gemma":[0.001429278,0.0005379423,0.001489164,0.0004000047,0.001105307,0.0008802242,0.0003445618,0.002069125,0.001067788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008231504,"about_ca_system_score_gemma":0.001710657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000927841,"about_ca_topic_score_gemma":0.001912446,"domain_scores_codex":[0.9992023,0.0004005703,0.00003944193,0.0001300953,0.00007007052,0.0001575232],"domain_scores_gemma":[0.9991724,0.0001496372,0.0001485632,0.0001090778,0.0000913138,0.0003289976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8853768,0.05590378,0.001517429,0.001049786,0.001238027,0.0001443261,0.0001840627,0.0005390296,0.01506721,0.0002432403,0.001995119,0.03674123],"study_design_scores_gemma":[0.7709613,0.2242797,0.002135237,0.00003134244,0.0002233387,0.00007312014,0.00002939025,0.0002549645,0.0006553882,0.0001977789,0.001142732,0.00001569826],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783254,0.004475997,0.001208671,0.0008934215,0.0006147921,0.01141514,0.001018652,0.0001070107,0.001940872],"genre_scores_gemma":[0.9630008,0.004304637,0.003243128,0.002375191,0.0006744115,0.01975187,0.0019728,0.00004041862,0.004636748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004997391,"threshold_uncertainty_score":0.01671797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2600568015","doi":"10.3233/jad-161256","title":"Effects of Regular and Long-Acting Insulin on Cognition and Alzheimer’s Disease Biomarkers: A Pilot Clinical Trial","year":2017,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":332,"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; Alzheimer's Association","keywords":"Medicine; Insulin; Placebo; Dementia; Alzheimer's disease; Internal medicine; Insulin detemir; Cognition; Montreal Cognitive Assessment; Randomized controlled trial; Cognitive decline; Disease; Hypoglycemia; Psychiatry; Pathology","authors":[{"name":"Suzanne Craft","is_ca":false},{"name":"Amy Claxton","is_ca":false},{"name":"Laura D. Baker","is_ca":false},{"name":"Angela J. Hanson","is_ca":false},{"name":"Brenna Cholerton","is_ca":false},{"name":"Emily H. Trittschuh","is_ca":false},{"name":"Deborah Dahl","is_ca":false},{"name":"Erin H. Caulder","is_ca":false},{"name":"Bryan J. Neth","is_ca":false},{"name":"Thomas J. Montine","is_ca":false},{"name":"Youngkyoo Jung","is_ca":false},{"name":"Joseph A. Maldjian","is_ca":false},{"name":"Christopher T. Whitlow","is_ca":false},{"name":"Seth D. Friedman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2711178871783826,"gpt":0.3771743492574111,"spread":0.1060564620790285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002491272,0.001570899,0.003042492,0.0003602811,0.0005251522,0.001014338,0.001051855,0.001984054,0.007168009],"category_scores_gemma":[0.001976013,0.0006435853,0.002155006,0.0004817762,0.001388724,0.001143984,0.0005276011,0.002565191,0.0009672725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006752554,"about_ca_system_score_gemma":0.00114417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008331803,"about_ca_topic_score_gemma":0.001238414,"domain_scores_codex":[0.9992387,0.0003456995,0.000069433,0.000148576,0.00005171572,0.0001458397],"domain_scores_gemma":[0.998399,0.0004173774,0.0002735893,0.0001714447,0.0001270653,0.0006114555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9852324,0.007134729,0.0003334605,0.0002219304,0.0003232732,0.0000320723,0.00002768568,0.00006311123,0.001110198,0.00001906418,0.0001673193,0.005334788],"study_design_scores_gemma":[0.9102234,0.08765047,0.001334762,0.00001314113,0.000229711,0.00001921579,0.00001480818,0.000109953,0.0001790053,0.00003987807,0.0001784404,0.000007190601],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990548,0.002240735,0.0003934057,0.0004573839,0.0003082019,0.003854343,0.0007994157,0.00009429651,0.001304275],"genre_scores_gemma":[0.9859116,0.001502723,0.001644835,0.0007548134,0.0004325662,0.006556728,0.001027077,0.00001718287,0.002152589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007168009,"threshold_uncertainty_score":0.02397931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509531641","doi":"10.3233/jad-160105","title":"Identification of Physician-Diagnosed Alzheimer’s Disease and Related Dementias in Population-Based Administrative Data: A Validation Study Using Family Physicians’ Electronic Medical Records","year":2016,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":305,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"The Scarborough Hospital; Health Sciences Centre; University of Toronto; Women's College Hospital; Cancer Care Ontario; Institute for Clinical Evaluative Sciences; McGill University Health Centre; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Medical record; Medical prescription; Diagnosis code; Incidence (geometry); Confidence interval; Population; Health care; Disease; Family medicine; Internal medicine; Environmental health","authors":[{"name":"R. Liisa Jaakkimainen","is_ca":true},{"name":"Susan E. Bronskill","is_ca":true},{"name":"Mary C. Tierney","is_ca":true},{"name":"Nathan Herrmann","is_ca":true},{"name":"Diane Green","is_ca":true},{"name":"Jacqueline Young","is_ca":true},{"name":"Noah Ivers","is_ca":true},{"name":"Debra A. Butt","is_ca":true},{"name":"Jessica Widdifield","is_ca":true},{"name":"Karen Tu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0664493147373642,"gpt":0.3888728456290012,"spread":0.3224235308916369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01995846,0.0007448146,0.0005356664,0.001739329,0.0009743975,0.001150382,0.001654551,0.001059713,0.0004710522],"category_scores_gemma":[0.04899327,0.0005306167,0.001067726,0.001570129,0.001529249,0.0009741822,0.00116278,0.0008023213,0.0003537781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003030855,"about_ca_system_score_gemma":0.003332294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1107051,"about_ca_topic_score_gemma":0.08045299,"domain_scores_codex":[0.9890348,0.004937619,0.0008601359,0.001531433,0.003040318,0.0005957397],"domain_scores_gemma":[0.9514173,0.01857843,0.009296484,0.007761175,0.01176353,0.001183085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00022964,0.0002513731,0.997051,0.00001904172,0.0001058816,0.0000417499,0.0005090242,0.0001526656,0.0001815215,0.00001932217,0.00009692185,0.001341872],"study_design_scores_gemma":[0.00007186327,0.0003769182,0.9973909,0.00001733341,0.00005128685,0.0001414314,0.0002476205,0.001200565,0.0002045299,0.0000172547,0.0002704573,0.000009813037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984972,0.00006700901,0.0005373832,0.00002206774,0.000005753603,0.0002233502,0.000402459,0.000008232456,0.0002365204],"genre_scores_gemma":[0.9970867,0.00006517424,0.001006507,0.00005854055,0.00001193818,0.0001673148,0.001515092,0.000005561572,0.00008320758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1107051,"threshold_uncertainty_score":0.2201214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2614887256","doi":"10.3233/jad-170188","title":"The Mechanisms of Action of Curcumin in Alzheimer’s Disease","year":2017,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Curcumin's Biomedical Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":300,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Curcumin; Pharmacology; Disease; Bioavailability; Medicine; Hyperphosphorylation; In vivo; Drug; Neuroscience; Chemistry; Biology; Internal medicine; Biochemistry; Biotechnology","authors":[{"name":"Mengxi Tang","is_ca":true},{"name":"Changiz Taghibiglou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1087595333606593,"gpt":0.404315780771769,"spread":0.2955562474111096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003740805,0.0008235108,0.0008361795,0.002098639,0.0003822287,0.0006422838,0.0005733482,0.0008683561,0.002776523],"category_scores_gemma":[0.0003907672,0.0002362955,0.0004756826,0.001352365,0.0004606179,0.001055915,0.0006879341,0.001456308,0.001761722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006325093,"about_ca_system_score_gemma":0.0008337779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009019923,"about_ca_topic_score_gemma":0.001595445,"domain_scores_codex":[0.9998784,0.00002076485,0.00001709941,0.00002375336,0.00004486289,0.00001524458],"domain_scores_gemma":[0.9998834,0.00003854342,0.00001909213,0.000005106809,0.00003736861,0.00001639394],"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":[0.0001002473,0.00009897896,0.0002070692,0.02591515,0.00009479596,0.0003846647,0.0001387945,0.0004228345,0.009065229,0.005973869,0.0248656,0.9327328],"study_design_scores_gemma":[0.00002109605,0.0001097017,0.001292446,0.002827133,0.0000874613,0.00143902,0.00005757791,0.00007342769,0.001672585,0.00240366,0.9899954,0.00002053321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002865547,0.9976344,0.0001488255,0.0003287316,0.0002352089,0.000007403893,0.00001788319,0.000009971704,0.001331033],"genre_scores_gemma":[0.001284289,0.9977509,0.0001479885,0.0001010378,0.00009535014,0.000008526253,0.00001493265,0.000001122786,0.0005957407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002776523,"threshold_uncertainty_score":0.00928843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1534988304","doi":"10.3233/jad-2012-110629","title":"Plasma and Brain Fatty Acid Profiles in Mild Cognitive Impairment and Alzheimer's Disease","year":2012,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":291,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"National Institute on Aging; Canadian Institutes of Health Research; Rush University","keywords":"Fatty acid; Phosphatidylethanolamine; Internal medicine; Docosahexaenoic acid; Phosphatidylserine; Endocrinology; Polyunsaturated fatty acid; Chemistry; Oleic acid; Metabolism; Biochemistry; Biology; Medicine; Phospholipid; Phosphatidylcholine","authors":[{"name":"Stephen C. Cunnane","is_ca":true},{"name":"Julie A. Schneider","is_ca":false},{"name":"Christy Tangney","is_ca":false},{"name":"Jennifer Tremblay‐Mercier","is_ca":true},{"name":"Mélanie Fortier","is_ca":true},{"name":"David A. Bennett","is_ca":false},{"name":"Martha Clare Morris","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03980662964951342,"gpt":0.332990756084461,"spread":0.2931841264349476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002781954,0.0002730489,0.0003396657,0.001409256,0.0003055085,0.0003570887,0.0001464384,0.0003521609,0.000764068],"category_scores_gemma":[0.0006945553,0.0001707917,0.0001558275,0.0007746706,0.0002195498,0.000210147,0.0003060315,0.0002482057,0.0001887987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446036,"about_ca_system_score_gemma":0.0001925768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005284423,"about_ca_topic_score_gemma":0.005542519,"domain_scores_codex":[0.9998721,0.00002991003,0.00001711385,0.00003039327,0.00003117599,0.00001918381],"domain_scores_gemma":[0.9997464,0.00003853726,0.00009127767,0.0000172851,0.0000370822,0.00006948895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01278809,0.0003984123,0.8614987,0.000347536,0.0006754422,0.001258027,0.0008975283,0.0001573379,0.07427443,0.000214315,0.0003713804,0.04711884],"study_design_scores_gemma":[0.00001282221,0.0002416929,0.9981919,0.000008502984,0.00003884563,0.0003752061,0.00008832481,0.00003104587,0.0006580753,0.0001363194,0.0002131946,0.000003972333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945099,0.004185464,0.0001033797,0.00003847799,0.00000753133,0.000007305521,0.0003341009,0.000006723496,0.0008070058],"genre_scores_gemma":[0.9973636,0.001356517,0.0002813103,0.00006986417,0.00001292059,0.00001243228,0.0003663471,0.000002264969,0.000534708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005284423,"threshold_uncertainty_score":0.01050735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945980358","doi":"10.3233/jad-190015","title":"Air Pollution, Stress, and Allostatic Load: Linking Systemic and Central Nervous System Impacts","year":2019,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":286,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Canada","funders":"Health Canada; Clean Air Regulatory Agenda; American Heart Association","keywords":"Allostatic load; Allostasis; Stress (linguistics); Environmental science; Pollution; Neuroscience; Ecology; Psychology; Biology","authors":[{"name":"Errol M. Thomson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05276482392792814,"gpt":0.327308062661791,"spread":0.2745432387338629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003563946,0.0006618595,0.0006558101,0.001160719,0.0003821999,0.00166947,0.0002973631,0.0006861162,0.001536882],"category_scores_gemma":[0.0003882693,0.0001551549,0.0003355585,0.00101217,0.0008363617,0.0009753393,0.001187013,0.001110479,0.0001702367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004524012,"about_ca_system_score_gemma":0.0007102235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002437582,"about_ca_topic_score_gemma":0.003838284,"domain_scores_codex":[0.999756,0.0000730776,0.00002244628,0.00006272012,0.00005504951,0.00003069951],"domain_scores_gemma":[0.9996789,0.0001052525,0.00009491206,0.00001160979,0.00005400597,0.00005544144],"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":[0.0008199438,0.0006516236,0.2610871,0.007169806,0.00112745,0.001645586,0.003109176,0.001087027,0.02253173,0.01325827,0.006825438,0.6806868],"study_design_scores_gemma":[0.00001835567,0.001251374,0.8942078,0.00249052,0.0005517505,0.003947881,0.003412417,0.0008361941,0.002421163,0.02231281,0.06845612,0.00009372082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1598091,0.8158008,0.00512335,0.007639023,0.0005515108,0.0000979907,0.0005539318,0.00008048596,0.01034375],"genre_scores_gemma":[0.3746597,0.6149058,0.004181718,0.001556703,0.001594702,0.0000822564,0.0003262,0.00001099737,0.002681979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002437582,"threshold_uncertainty_score":0.005141377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1556723959","doi":"10.3233/jad-2010-100498","title":"Reactive Oxygen Species: Stuck in the Middle of Neurodegeneration","year":2010,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":281,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Neurodegeneration; Amyotrophic lateral sclerosis; Reactive oxygen species; Disease; Neuroscience; Biology; Mitochondrion; Parkinson's disease; Huntington's disease; Cell biology; Medicine; Pathology","authors":[{"name":"David A. Patten","is_ca":true},{"name":"Marc Germain","is_ca":true},{"name":"Melissa Kelly","is_ca":true},{"name":"Ruth S. Slack","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1972896783494964,"gpt":0.3804444879690034,"spread":0.183154809619507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004862966,0.0009968418,0.001580801,0.001508645,0.0004435811,0.00125215,0.000825123,0.002034376,0.002827473],"category_scores_gemma":[0.0004434499,0.0002602725,0.0003228573,0.001290033,0.0008181974,0.002052943,0.0007932422,0.002091185,0.004246689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006237407,"about_ca_system_score_gemma":0.0007931628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005434238,"about_ca_topic_score_gemma":0.0009855791,"domain_scores_codex":[0.9997885,0.00004576771,0.00002556912,0.00003413977,0.0000858345,0.00002022005],"domain_scores_gemma":[0.9997633,0.00008085703,0.00003651337,0.0000114,0.00007319154,0.00003478669],"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":[0.00007388105,0.00008466974,0.0002304521,0.007404671,0.00008007804,0.000431706,0.0001226732,0.0001674026,0.006634185,0.009030014,0.04607574,0.9296645],"study_design_scores_gemma":[0.00001144097,0.00007272253,0.0005529934,0.001536748,0.00004418571,0.001933703,0.0001166022,0.00004987306,0.001841479,0.005635392,0.9881867,0.00001818665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001323645,0.996488,0.0002886669,0.000620847,0.00055736,0.000005129501,0.000008104568,0.00001468226,0.001884961],"genre_scores_gemma":[0.001272265,0.9957664,0.0003498111,0.0004447601,0.0004586631,0.000008465893,0.0000155134,0.000002715251,0.00168143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002827473,"threshold_uncertainty_score":0.00945884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1735388412","doi":"10.3233/jad-2008-13402","title":"Inflammatory Aspects of Alzheimer Disease and Other Neurodegenerative Disorders","year":2008,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":233,"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":"","keywords":"Microglia; Inflammation; Phagocytosis; Neuroscience; Proinflammatory cytokine; Neuroinflammation; Medicine; Inflammatory response; Immunology; Alzheimer's disease; Disease; Biology; Pathology","authors":[{"name":"Claudia Schwab","is_ca":true},{"name":"Patrick L. McGeer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07011039953570644,"gpt":0.317170122698503,"spread":0.2470597231627965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006205146,0.001415817,0.00219055,0.002831727,0.0005675042,0.001171618,0.001029591,0.001599321,0.003691502],"category_scores_gemma":[0.0005918313,0.0002945303,0.0004880769,0.003033863,0.0008891281,0.001719831,0.0007873384,0.001783719,0.003660238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007703291,"about_ca_system_score_gemma":0.001224821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633013,"about_ca_topic_score_gemma":0.002929015,"domain_scores_codex":[0.9997208,0.00005070175,0.00004195261,0.00003742515,0.0001194082,0.00002969752],"domain_scores_gemma":[0.9997336,0.00009123831,0.00004235472,0.00001081048,0.00008316585,0.00003887169],"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":[0.00008453264,0.0001016375,0.0002739291,0.01025117,0.00005670962,0.0007117463,0.0001128963,0.0002183822,0.001353,0.003665037,0.0326432,0.9505277],"study_design_scores_gemma":[0.00002261464,0.00008580444,0.001627762,0.003119227,0.00006791465,0.005221487,0.0001180808,0.00004902521,0.0003166587,0.004042486,0.9853098,0.00001916577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006958158,0.9982552,0.00007683579,0.0001594743,0.0002003432,0.000004366806,0.000005321871,0.000004629449,0.001224196],"genre_scores_gemma":[0.0005231464,0.9982073,0.0001171359,0.0001222279,0.0002613661,0.000005516092,0.00001132931,7.088379e-7,0.0007512409],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003691502,"threshold_uncertainty_score":0.01234931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954682095","doi":"10.3233/jad-190426","title":"Tip of the Iceberg: Assessing the Global Socioeconomic Costs of Alzheimer’s Disease and Related Dementias and Strategic Implications for Stakeholders","year":2019,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":221,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Institute on Aging; F. Hoffmann-La Roche","keywords":"Iceberg; Socioeconomic status; Disease; Alzheimer's disease; Business; Geography; Medicine; Environmental health; Population; Pathology","authors":[{"name":"Youssef El-Hayek","is_ca":false},{"name":"Ryan E. Wiley","is_ca":true},{"name":"Charles P. Khoury","is_ca":false},{"name":"Ritesh P. Daya","is_ca":false},{"name":"Clive Ballard","is_ca":false},{"name":"Alison Evans","is_ca":false},{"name":"Michael Karran","is_ca":false},{"name":"José Luís Molinuevo","is_ca":false},{"name":"Matthew Norton","is_ca":false},{"name":"Alireza Atri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5732144067605089,"gpt":0.4915755101023801,"spread":0.08163889665812885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03751519,0.001280173,0.00239732,0.004207541,0.001152239,0.007692804,0.001470066,0.003155758,0.003692765],"category_scores_gemma":[0.0833991,0.0004782811,0.001677175,0.00596862,0.003882785,0.01557374,0.004045248,0.005602748,0.0002816595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007015197,"about_ca_system_score_gemma":0.01380131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009810159,"about_ca_topic_score_gemma":0.0134906,"domain_scores_codex":[0.9797589,0.015662,0.00126966,0.0005015386,0.002313221,0.0004946066],"domain_scores_gemma":[0.9299324,0.05993239,0.00293257,0.0006838223,0.005769696,0.0007491013],"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":[0.0005094813,0.0001198664,0.007747007,0.03748878,0.002347184,0.0003325299,0.003242115,0.00738787,0.0002703655,0.3576,0.04870829,0.5342464],"study_design_scores_gemma":[0.00011591,0.0004015378,0.01345173,0.1427904,0.001977024,0.0004632589,0.01339731,0.004588407,0.0006384087,0.5708743,0.2511261,0.0001756908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01305001,0.7417249,0.01067384,0.2160384,0.002483993,0.0002091821,0.0009812309,0.00002551243,0.01481286],"genre_scores_gemma":[0.2093536,0.742457,0.01801177,0.02595949,0.001971922,0.0005690054,0.0006351015,0.00005262413,0.0009895045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03751519,"threshold_uncertainty_score":0.1984016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1864791610","doi":"10.3233/jad-2010-1349","title":"A Novel Transgenic Rat Model with a Full Alzheimer's-Like Amyloid Pathology Displays Pre-Plaque Intracellular Amyloid-β-Associated Cognitive Impairment","year":2010,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":217,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Amyloid (mycology); Intracellular; Pathology; Genetically modified mouse; Transgene; Tau pathology; Amyloid β; Medicine; β amyloid; Cognitive impairment; Cognition; Neuroscience; Alzheimer's disease; Psychology; Biology; Disease; Biochemistry","authors":[{"name":"Wanda León","is_ca":true},{"name":"Fabio Canneva","is_ca":true},{"name":"Vanessa Partridge","is_ca":true},{"name":"S.T.M. Allard","is_ca":true},{"name":"Maria Teresa Ferretti","is_ca":true},{"name":"Arald DeWilde","is_ca":true},{"name":"F. Vercauteren","is_ca":true},{"name":"Ramtin Atifeh","is_ca":true},{"name":"Adriana Ducatenzeiler","is_ca":true},{"name":"William L. Klein","is_ca":false},{"name":"Moshe Szyf","is_ca":true},{"name":"Leena Alhonen","is_ca":false},{"name":"A. Claudio Cuello","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02141690102372859,"gpt":0.2903197309209173,"spread":0.2689028298971887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002349312,0.001307914,0.0005969094,0.0008829596,0.0003474344,0.0003751508,0.0006931369,0.0008760977,0.002687749],"category_scores_gemma":[0.000170555,0.0003982185,0.0006812921,0.0003390235,0.0005595221,0.0005222049,0.0004059898,0.00135922,0.001276691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003848466,"about_ca_system_score_gemma":0.0004814425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764022,"about_ca_topic_score_gemma":0.002543509,"domain_scores_codex":[0.9997538,0.00002020572,0.0000248279,0.00009274788,0.00004867923,0.00005986551],"domain_scores_gemma":[0.99964,0.00002900333,0.0001028596,0.0000593125,0.00004774427,0.0001210222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002069286,0.0002137012,0.0002609116,0.00002904835,0.000008922398,0.000224297,0.00005173305,0.00005329487,0.9968252,0.0002847645,0.0001225156,0.001718799],"study_design_scores_gemma":[0.0002656406,0.007100895,0.01032603,0.0000506069,0.0002075413,0.0061309,0.0001680977,0.00191214,0.9610816,0.0004236694,0.0122464,0.00008657502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796094,0.0009438332,0.01358586,0.0003754841,0.0001648343,0.0002526146,0.001782243,0.0008979824,0.002387769],"genre_scores_gemma":[0.9335762,0.002151682,0.03231478,0.0003404837,0.00008153441,0.0007255954,0.003633126,0.0002455504,0.02693108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002687749,"threshold_uncertainty_score":0.00899142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2730566961","doi":"10.3233/jad-170203","title":"The Montreal Cognitive Assessment: Normative Data from a Large Swedish Population-Based Cohort","year":2017,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Lunds Universitet; Medical Research Council; Australian Government","keywords":"Normative; Cohort; Montreal Cognitive Assessment; Cognition; Population; Cohort study; Psychology; Medicine; Demography; Political science; Cognitive impairment; Sociology; Psychiatry; Internal medicine; Law","authors":[{"name":"Emma Borland","is_ca":false},{"name":"Katarina Nägga","is_ca":false},{"name":"Peter M. Nilsson","is_ca":false},{"name":"Lennart Minthon","is_ca":false},{"name":"Erik Nilsson","is_ca":false},{"name":"Sebastian Palmqvist","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0454070139521595,"gpt":0.3930608451001967,"spread":0.3476538311480372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002137675,0.0006919529,0.0004758101,0.002588366,0.0006968995,0.0007464855,0.0006241644,0.0005827909,0.001144369],"category_scores_gemma":[0.006015285,0.0002301747,0.0004619294,0.001720992,0.0003422899,0.000360299,0.0006490595,0.0003568325,0.0006539093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006384526,"about_ca_system_score_gemma":0.00104352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02162339,"about_ca_topic_score_gemma":0.018441,"domain_scores_codex":[0.9989478,0.0001967691,0.0001801836,0.0002863197,0.0003266545,0.00006235273],"domain_scores_gemma":[0.9979759,0.0002822211,0.0002935553,0.0003501279,0.0009435636,0.000154642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006426319,0.0002131545,0.9602646,0.0001635056,0.0004225619,0.0008079804,0.0007653238,0.0006360391,0.001326222,0.0002563896,0.008355673,0.02614591],"study_design_scores_gemma":[0.00006996756,0.0001776729,0.9913964,0.00007599515,0.000157272,0.001317136,0.0004149944,0.0004088966,0.0003457308,0.0002526539,0.005356404,0.00002694651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770295,0.00118516,0.00309629,0.00008868034,0.00006499028,0.0002738185,0.01453665,0.0001425047,0.003582571],"genre_scores_gemma":[0.9569062,0.0008837827,0.004119018,0.00008987688,0.00006083323,0.0007497841,0.03602466,0.00006686635,0.001098939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02162339,"threshold_uncertainty_score":0.04299504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2460285625","doi":"10.3233/jad-160488","title":"Inflammation, Antiinflammatory Agents, and Alzheimer’s Disease: The Last 22 Years","year":2016,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":208,"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":"National Institute on Aging; National Institutes of Health","keywords":"Disease; Inflammation; Alzheimer's disease; Medicine; Neuroscience; Psychology; Immunology; Internal medicine","authors":[{"name":"Patrick L. McGeer","is_ca":true},{"name":"Joseph Rogers","is_ca":false},{"name":"Edith G. McGeer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0557470515202166,"gpt":0.3573338948687501,"spread":0.3015868433485335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001823409,0.001053971,0.00184897,0.002747319,0.0008720323,0.003819896,0.0007976283,0.003477393,0.003969411],"category_scores_gemma":[0.002932466,0.0003568249,0.0007481353,0.003758462,0.001961194,0.003867724,0.001703721,0.003357791,0.001368818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706877,"about_ca_system_score_gemma":0.002158045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002565174,"about_ca_topic_score_gemma":0.00500862,"domain_scores_codex":[0.998906,0.0002846169,0.0001855837,0.0001942767,0.0003134314,0.0001161887],"domain_scores_gemma":[0.9974434,0.001053969,0.0004151094,0.00008909486,0.0006716366,0.0003267603],"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":[0.0006042176,0.0002712732,0.003505349,0.009183017,0.0002534469,0.0008029683,0.0006329407,0.0002782046,0.001661957,0.01279869,0.1236765,0.8463315],"study_design_scores_gemma":[0.00002992906,0.0002416476,0.003915054,0.002980701,0.0001445598,0.001147665,0.0003662816,0.0000854943,0.0002149406,0.006471086,0.9843592,0.00004342721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002433218,0.9946396,0.00003871153,0.003047374,0.001414765,0.000001416184,0.00001097108,0.000004558498,0.0005993477],"genre_scores_gemma":[0.00286693,0.9852117,0.0001664081,0.004057492,0.00628567,0.000009024136,0.00003218786,0.00000325804,0.001367343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003969411,"threshold_uncertainty_score":0.01327896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1494364449","doi":"10.3233/jad-2009-1015","title":"Dramatic Shifts in Circulating CD4 but not CD8 T Cell Subsets in Mild Alzheimer's Disease","year":2009,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":207,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Eli Lilly and Company","keywords":"CD8; CD28; Immunology; Phenotype; Cytotoxic T cell; Biology; IL-2 receptor; Alzheimer's disease; Immune system; Major histocompatibility complex; Disease; T cell; Cell biology; Medicine; Internal medicine; In vitro; Genetics; Gene","authors":[{"name":"Anis Larbi","is_ca":false},{"name":"Graham Pawelec","is_ca":false},{"name":"Jacek M. Witkowski","is_ca":false},{"name":"Hyman M. Schipper","is_ca":true},{"name":"Evelyna Derhovanessian","is_ca":false},{"name":"David Goldeck","is_ca":false},{"name":"Tamàs Fülöp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05515606628119173,"gpt":0.2886340218255307,"spread":0.233477955544339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000150503,0.000294621,0.0004534249,0.0008793196,0.0002774201,0.0002753185,0.0001201286,0.0003148153,0.001473355],"category_scores_gemma":[0.0004342729,0.0002055165,0.0001003395,0.0002221953,0.0002641089,0.0002628852,0.000199772,0.0003241712,0.0002675509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658742,"about_ca_system_score_gemma":0.00009076967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008179009,"about_ca_topic_score_gemma":0.0009724587,"domain_scores_codex":[0.9999126,0.00001147689,0.00001196333,0.00002864442,0.00002000683,0.00001526751],"domain_scores_gemma":[0.9998589,0.0000165846,0.0000410945,0.00001263884,0.00001805691,0.00005280177],"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":[0.005961934,0.0003434606,0.2502485,0.0001888088,0.000113041,0.003846094,0.001195427,0.0001561993,0.677282,0.0001823312,0.0007133912,0.05976884],"study_design_scores_gemma":[0.00005438541,0.0009462325,0.9727832,0.00001158164,0.00007827929,0.006322786,0.0002416135,0.0001819951,0.0180805,0.0003287049,0.000955726,0.00001490864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998811,0.0005085783,0.0001520781,0.00002718885,0.000006446953,0.000004893916,0.00007824295,0.00002706697,0.0003845577],"genre_scores_gemma":[0.9985545,0.0002461829,0.000239149,0.00005611594,0.00002289886,0.000008041623,0.00015705,0.000006348308,0.0007097858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001473355,"threshold_uncertainty_score":0.004928887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1833806089","doi":"10.3233/jad-131580","title":"Post-Stroke Cognitive Impairment: High Prevalence and Determining Factors in a Cohort of Mild Stroke","year":2014,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Stroke (engine); Dementia; Cohort; Internal medicine; Population; Neuropsychology; Cohort study; Prospective cohort study; Diabetes mellitus; Physical therapy; Cognition; Pediatrics; Psychiatry; Disease","authors":[{"name":"Agnès Jacquin","is_ca":false},{"name":"Christine Binquet","is_ca":false},{"name":"Olivier Rouaud","is_ca":false},{"name":"Anny Graule-Petot","is_ca":false},{"name":"Benoît Daubail","is_ca":false},{"name":"Guy‐Victor Osseby","is_ca":false},{"name":"Claire Bonithon‐Kopp","is_ca":false},{"name":"Maurice Giroud","is_ca":false},{"name":"Yannick Béjot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01694785541603569,"gpt":0.3016419802374716,"spread":0.2846941248214359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007012329,0.0003675167,0.0005067543,0.001084659,0.0009711925,0.001159491,0.0005390296,0.0006402571,0.00148481],"category_scores_gemma":[0.001764394,0.0004680351,0.000495856,0.001237138,0.000382851,0.0006245227,0.0004940764,0.0007594331,0.0003492469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717571,"about_ca_system_score_gemma":0.0005490124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009579551,"about_ca_topic_score_gemma":0.007852088,"domain_scores_codex":[0.9995771,0.00008016016,0.00003829886,0.0001102752,0.0001013357,0.00009292483],"domain_scores_gemma":[0.9990569,0.00009993959,0.0003992385,0.00008982635,0.0001038751,0.0002503065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004850125,0.00003449914,0.9991288,0.00000324229,0.00002334569,0.0000926192,0.0000527528,0.000007463524,0.00008172735,0.000006615135,0.00004242091,0.0004781222],"study_design_scores_gemma":[0.000003418999,0.00004196517,0.9994299,0.000002286472,0.00001027275,0.000280302,0.0001098988,0.00005506651,0.00001007937,0.00001276883,0.00004187825,0.000002066325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995135,0.0001237408,0.00003999016,0.00003290881,0.000005484546,0.000006750489,0.0001247148,0.000002925423,0.0001500708],"genre_scores_gemma":[0.9994795,0.0001175069,0.00004870056,0.00002233835,0.00001647615,0.000007641042,0.0002231813,0.000001524054,0.00008317389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009579551,"threshold_uncertainty_score":0.01904756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099360540","doi":"10.3233/jad-150128","title":"Subtle Cognitive Decline and Biomarker Staging in Preclinical Alzheimer’s Disease","year":2015,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":200,"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 Mental Health; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; Servier; Eisai; Northern California Institute for Research and Education; University of California, San Diego; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; Synarc; University of Southern California; Medpace; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; Novartis Pharmaceuticals Corporation; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics; National Institute on Aging; Alzheimer's Association","keywords":"Cognitive decline; Biomarker; Neurodegeneration; Cognition; Neuropsychology; Disease; Neuroimaging; Dementia; Medicine; Amyloidosis; Psychology; Alzheimer's Disease Neuroimaging Initiative; Neuroscience; Oncology; Cognitive impairment; Internal medicine; Biology","authors":[{"name":"Emily C. Edmonds","is_ca":false},{"name":"Lisa Delano‐Wood","is_ca":false},{"name":"Douglas Galasko","is_ca":false},{"name":"David P. Salmon","is_ca":false},{"name":"Mark W. Bondi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1242489916433277,"gpt":0.4206482926216175,"spread":0.2963993009782898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003753746,0.0006144269,0.0004727868,0.004031162,0.0005094194,0.0009626339,0.0007989176,0.0005560717,0.000742637],"category_scores_gemma":[0.006558477,0.0001649641,0.0003760839,0.00153216,0.0007890585,0.00208676,0.001045865,0.0006644346,0.000194118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004978376,"about_ca_system_score_gemma":0.0007913844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003972743,"about_ca_topic_score_gemma":0.009256694,"domain_scores_codex":[0.9988422,0.0004341373,0.0002079851,0.0001490078,0.0002745361,0.00009206204],"domain_scores_gemma":[0.9971252,0.0006907681,0.001105908,0.0002299172,0.000560805,0.0002873929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001199253,0.0001750615,0.9142131,0.0002487815,0.00009125299,0.0005292434,0.001397912,0.000805558,0.006605059,0.003319049,0.001707242,0.06970849],"study_design_scores_gemma":[0.0000478228,0.00115839,0.9766437,0.0001783904,0.00008605149,0.003549733,0.0008890457,0.004273178,0.001560185,0.00716914,0.004386921,0.00005740329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978747,0.007251625,0.006982531,0.0004271322,0.0001663749,0.0002142331,0.0004299202,0.00005289205,0.005728395],"genre_scores_gemma":[0.9882166,0.001015887,0.009462878,0.0001015626,0.0001000455,0.000108683,0.0003604277,0.000005891999,0.0006281213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004031162,"threshold_uncertainty_score":0.01985198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2593921779","doi":"10.3233/jad-160907","title":"Recent Progress in Alzheimer’s Disease Research, Part 3: Diagnosis and Treatment","year":2017,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"NOSM University; Lakehead University; Thunder Bay Regional Research Institute; University of Waterloo","funders":"BrightFocus Foundation","keywords":"Disease; Alzheimer's disease; Medicine; Intensive care medicine; Internal medicine","authors":[{"name":"Francis Hane","is_ca":true},{"name":"Morgan Robinson","is_ca":true},{"name":"Brenda Yasie Lee","is_ca":true},{"name":"Owen Bai","is_ca":true},{"name":"Zoya Leonenko","is_ca":true},{"name":"Mitchell S. Albert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3432348577608211,"gpt":0.4924893155024861,"spread":0.149254457741665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00150644,0.0008590411,0.001424036,0.002850041,0.0003830931,0.00154307,0.0008273713,0.001180405,0.004961252],"category_scores_gemma":[0.002985736,0.0003285194,0.001053467,0.002407874,0.0005496924,0.001823714,0.0007154049,0.002121949,0.002271462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033583,"about_ca_system_score_gemma":0.002584079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980774,"about_ca_topic_score_gemma":0.003260109,"domain_scores_codex":[0.9993008,0.0001524039,0.0001586842,0.00009636419,0.0002381675,0.00005354403],"domain_scores_gemma":[0.9984111,0.0007138574,0.0002109652,0.0000460329,0.0005330206,0.00008503631],"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":[0.00009289332,0.00007842143,0.0003168668,0.0444808,0.0001573157,0.000166839,0.0001430522,0.000228015,0.001420421,0.003354187,0.05192342,0.8976378],"study_design_scores_gemma":[0.00002009986,0.000125236,0.001242984,0.01215457,0.0002946406,0.001168719,0.00009714178,0.00007722669,0.0005068561,0.001967658,0.9823197,0.00002509736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007917038,0.998391,0.00006843372,0.0004934523,0.0003001639,0.000005870964,0.0000163954,0.000005639781,0.0006399791],"genre_scores_gemma":[0.0003991058,0.9986724,0.0001481933,0.0002270157,0.0002733922,0.000005777631,0.00002634351,0.000001303557,0.0002464335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004961252,"threshold_uncertainty_score":0.01659703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1731947656","doi":"10.3233/jad-132528","title":"Visible Virchow-Robin Spaces on Magnetic Resonance Imaging of Alzheimer's Disease Patients and Normal Elderly from the Sunnybrook Dementia Study","year":2014,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":195,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Heart and Stroke Foundation; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; University of Toronto; Mayo Clinic","keywords":"Dementia; White matter; Hyperintensity; Basal ganglia; Magnetic resonance imaging; Neuroimaging; Psychology; Medicine; Alzheimer's disease; Vascular dementia; Internal medicine; Audiology; Disease; Cardiology; Nuclear medicine; Psychiatry; Radiology","authors":[{"name":"Joel Ramirez","is_ca":true},{"name":"Courtney Berezuk","is_ca":true},{"name":"Alicia A. McNeely","is_ca":true},{"name":"Christopher J.M. Scott","is_ca":true},{"name":"Fuqiang Gao","is_ca":true},{"name":"Sandra E. Black","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01593223844580332,"gpt":0.2538208023651887,"spread":0.2378885639193854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001135782,0.0006953766,0.0006591465,0.002327942,0.0009583055,0.001044986,0.0005761541,0.000598733,0.00121165],"category_scores_gemma":[0.003310987,0.000336491,0.0003747247,0.001222632,0.0004756409,0.0006566619,0.000853558,0.0004816056,0.0003333833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006973131,"about_ca_system_score_gemma":0.0004707373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02014566,"about_ca_topic_score_gemma":0.02747365,"domain_scores_codex":[0.9993553,0.0001274568,0.0001353688,0.00013451,0.0001735825,0.00007381097],"domain_scores_gemma":[0.9984421,0.0001556451,0.0006746991,0.0001039047,0.0002869827,0.0003366501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002354499,0.00005714583,0.9973116,0.00001870288,0.00006141873,0.0002484967,0.0004869687,0.00003011408,0.0001856663,0.00001343601,0.0001860542,0.001164931],"study_design_scores_gemma":[0.000009819481,0.00004962122,0.9992478,0.000006677237,0.00001906703,0.0002030417,0.0002908913,0.00002824209,0.00004186572,0.00001288476,0.00008635718,0.000003617322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988006,0.0002559137,0.00002794341,0.00002246359,0.000006200992,0.00001858491,0.0004305407,0.000002962188,0.0004347683],"genre_scores_gemma":[0.9988783,0.000132517,0.00007903374,0.00001650644,0.000009745519,0.00001908597,0.0006650166,0.000002188563,0.0001975055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02014566,"threshold_uncertainty_score":0.04005677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1165930182","doi":"10.3233/jad-141074","title":"Lower Brain <sup>18</sup> F-Fluorodeoxyglucose Uptake But Normal <sup>11</sup> C-Acetoacetate Metabolism in Mild Alzheimer's Disease Dementia","year":2014,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Diet and metabolism studies","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Dementia; Alzheimer's disease; Internal medicine; Medicine; Posterior cingulate; Voxel; Endocrinology; Cardiology; Disease; Psychiatry; Radiology; Cognition","authors":[{"name":"Christian‐Alexandre Castellano","is_ca":true},{"name":"Scott Nugent","is_ca":true},{"name":"Nancy Paquet","is_ca":true},{"name":"Sébastien Tremblay","is_ca":true},{"name":"Christian Bocti","is_ca":true},{"name":"Guy Lacombe","is_ca":true},{"name":"Hélène Imbeault","is_ca":true},{"name":"Éric Turcotte","is_ca":true},{"name":"Tamàs Fülöp","is_ca":true},{"name":"Stephen C. Cunnane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02625542575492649,"gpt":0.2768605870681597,"spread":0.2506051613132332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000370725,0.0004676016,0.0004509782,0.0009035144,0.0002118654,0.0005309329,0.0002514962,0.0004278957,0.001656278],"category_scores_gemma":[0.000597699,0.0002414063,0.0001831267,0.0003040145,0.0004314188,0.0002284821,0.0002154877,0.0002139779,0.0003211434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002992084,"about_ca_system_score_gemma":0.000134241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003532127,"about_ca_topic_score_gemma":0.003451678,"domain_scores_codex":[0.9999081,0.0000140094,0.00001404392,0.00002477189,0.00002342157,0.00001566285],"domain_scores_gemma":[0.9997507,0.00003704567,0.0001158792,0.00001627941,0.00002982369,0.00005034968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006713911,0.0003936107,0.7668661,0.0002786875,0.0003307001,0.005127677,0.0006561474,0.0004171733,0.1917766,0.00014685,0.0003274042,0.02696515],"study_design_scores_gemma":[0.00001804538,0.0002241649,0.9950265,0.000004141529,0.00004336423,0.0025552,0.00007536136,0.000115464,0.001768414,0.00006165369,0.0001046738,0.000003174197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989989,0.0005068742,0.0001213596,0.00001684777,0.000003197866,0.000005260868,0.00005908106,0.00000959988,0.0002789463],"genre_scores_gemma":[0.9993593,0.0001446447,0.0002387588,0.00001566946,0.000005042165,0.000004160428,0.00008646753,0.000002322219,0.0001436491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003532127,"threshold_uncertainty_score":0.007023096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2404128804","doi":"10.3233/jad-150943","title":"Vitamin D, Cognition and Alzheimer’s Disease: The Therapeutic Benefit is in the D-Tails","year":2016,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Vitamin D and neurology; Dementia; Disease; Animal studies; Neurocognitive; Cognition; Neuroscience; Rickets; vitamin D deficiency; Medicine; Cognitive decline; Bioinformatics; Psychology; Biology; Psychiatry; Endocrinology; Internal medicine","authors":[{"name":"Véréna Landel","is_ca":false},{"name":"Cédric Annweiler","is_ca":true},{"name":"Pascal Millet","is_ca":false},{"name":"Maria Morello","is_ca":false},{"name":"François Féron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09345587176052668,"gpt":0.3878073878638569,"spread":0.2943515161033303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006460133,0.0005424075,0.001298712,0.002138424,0.0003518543,0.001359062,0.0005870064,0.001328851,0.003647364],"category_scores_gemma":[0.001317963,0.0002257598,0.0005720246,0.002777869,0.000779206,0.001500177,0.0007156814,0.001647096,0.001283012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006000495,"about_ca_system_score_gemma":0.001435102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584518,"about_ca_topic_score_gemma":0.002556682,"domain_scores_codex":[0.9996938,0.00008071874,0.00006185374,0.00004990045,0.00009591751,0.00001785546],"domain_scores_gemma":[0.9994024,0.0003562512,0.00006350649,0.00001958909,0.0001282214,0.00003000492],"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":[0.0001384577,0.00005775361,0.0002866045,0.0280825,0.0001563954,0.0001577581,0.0001466647,0.0001273537,0.001049291,0.004971722,0.02741116,0.9374142],"study_design_scores_gemma":[0.00001956594,0.00008998434,0.0009826886,0.00941732,0.0001433136,0.0008951791,0.0001767117,0.00002649418,0.0002139562,0.003724935,0.9842958,0.00001401091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004694097,0.9991171,0.00001987115,0.0003946206,0.000119835,9.970674e-7,0.000005373159,0.000001694265,0.0002936509],"genre_scores_gemma":[0.0006443849,0.9986571,0.00007097954,0.0002214027,0.0001486976,0.000002080889,0.000007421781,7.026609e-7,0.00024726],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003647364,"threshold_uncertainty_score":0.01220161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127093111","doi":"10.3233/jad-201184","title":"Mild Behavioral Impairment and Subjective Cognitive Decline Predict Cognitive and Functional Decline","year":2021,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Brain Institute; University of Calgary","funders":"National Institute on Aging","keywords":"Cognitive decline; Dementia; Neurocognitive; Medicine; Logistic regression; Internal medicine; Cognition; Disease; Ordered logit; Population; Psychology; Psychiatry","authors":[{"name":"Zahinoor Ismail","is_ca":true},{"name":"Alexander McGirr","is_ca":true},{"name":"Sascha Gill","is_ca":true},{"name":"Sophie Hu","is_ca":true},{"name":"Nils D. Forkert","is_ca":true},{"name":"Eric E. Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03828792319224114,"gpt":0.3473019619967203,"spread":0.3090140388044792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001428009,0.0004511031,0.0002397522,0.0009936346,0.0002875476,0.0007528246,0.0003876804,0.0004721637,0.002777941],"category_scores_gemma":[0.00756264,0.0002102011,0.0005453416,0.0005282142,0.0003491351,0.0004866706,0.0006492333,0.0007253012,0.0004408741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682095,"about_ca_system_score_gemma":0.0003093191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002672503,"about_ca_topic_score_gemma":0.004488037,"domain_scores_codex":[0.9994992,0.0001685671,0.00006004889,0.0000817066,0.0001246734,0.00006577505],"domain_scores_gemma":[0.9950011,0.001214585,0.002243586,0.000207598,0.0004545008,0.0008785154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004819662,0.00002325572,0.9991717,0.00000337937,0.00002404288,0.00001135141,0.00001018822,0.0000357037,0.00002829148,0.000005228718,0.00002491196,0.0006136873],"study_design_scores_gemma":[0.000002969077,0.00006552934,0.999374,0.000003841626,0.00002142822,0.0000964825,0.00002995275,0.0003090884,0.00002355309,0.00003266454,0.00003907681,0.00000155214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988456,0.0002216242,0.0001145139,0.00006335716,0.00000626307,0.000008753629,0.000159112,0.000006289239,0.0005743914],"genre_scores_gemma":[0.9994247,0.00006871663,0.0001126415,0.00001604231,0.00001351914,0.000004320926,0.0001963455,0.000001042003,0.0001628466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002777941,"threshold_uncertainty_score":0.009293139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889386469","doi":"10.3233/jad-180131","title":"Assessing Mild Behavioral Impairment with the Mild Behavioral Impairment-Checklist in People with Mild Cognitive Impairment","year":2018,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Cognitive impairment; Checklist; Psychology; Functional impairment; Cognition; Clinical psychology; Audiology; Medicine; Neuroscience; Cognitive psychology","authors":[{"name":"Sabela C. Mallo","is_ca":false},{"name":"Zahinoor Ismail","is_ca":true},{"name":"Arturo X. Pereiro","is_ca":false},{"name":"David Façal","is_ca":false},{"name":"Cristina Lojo‐Seoane","is_ca":false},{"name":"María Campos‐Magdaleno","is_ca":false},{"name":"Onésimo Juncos‐Rabadán","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04217803974748475,"gpt":0.3729263878976919,"spread":0.3307483481502071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002031281,0.0005354803,0.0006697933,0.00213825,0.0004104508,0.0004258761,0.0006291215,0.0004295197,0.0009970778],"category_scores_gemma":[0.004744221,0.0001815041,0.0007152621,0.0009434147,0.000207363,0.000477016,0.0008803001,0.0006415332,0.0002398769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000636432,"about_ca_system_score_gemma":0.0007454092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005680507,"about_ca_topic_score_gemma":0.01195202,"domain_scores_codex":[0.9990571,0.0002473893,0.0002174525,0.0001004284,0.0002945375,0.00008308278],"domain_scores_gemma":[0.9980437,0.0002781835,0.0008810849,0.00005263675,0.0004932388,0.0002510867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002919315,0.0002200998,0.9781309,0.0002658355,0.0001817853,0.0001114916,0.0003787223,0.00018281,0.0003834549,0.00003565419,0.001637495,0.01817996],"study_design_scores_gemma":[0.00004824149,0.0003155162,0.9982496,0.00005244605,0.00004083962,0.0002654039,0.0001758405,0.000254584,0.00009006751,0.00005135535,0.0004442805,0.00001189657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912295,0.001662894,0.0006372372,0.0002594027,0.00005018393,0.001293731,0.002457504,0.00004667346,0.002362771],"genre_scores_gemma":[0.9899527,0.0006043226,0.004634846,0.0001850581,0.00004649834,0.001494298,0.002543586,0.000004560653,0.0005341649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005680507,"threshold_uncertainty_score":0.0112949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1531193559","doi":"10.3233/jad-141278","title":"Optimal Cutoff Scores for Dementia and Mild Cognitive Impairment of the Montreal Cognitive Assessment among Elderly and Oldest-Old Chinese Population","year":2014,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Dementia; Cognitive impairment; Gerontology; Cognition; Cutoff; Cognitive Assessment System; Population; Medicine; Chinese population; Psychology; Audiology; Clinical psychology; Psychiatry; Internal medicine; Environmental health; Disease","authors":[{"name":"Jiping Tan","is_ca":false},{"name":"Nan Li","is_ca":false},{"name":"Jing Gao","is_ca":false},{"name":"Luning Wang","is_ca":false},{"name":"Yiming Zhao","is_ca":false},{"name":"Bao-cheng Yu","is_ca":false},{"name":"Wei Du","is_ca":false},{"name":"Wen-Jun Zhang","is_ca":false},{"name":"Lian-qi Cui","is_ca":false},{"name":"Qingsong Wang","is_ca":false},{"name":"Jian‐Jun Li","is_ca":false},{"name":"Jinsheng Yang","is_ca":false},{"name":"Jian-min Yu","is_ca":false},{"name":"Xia Xiang-nan","is_ca":false},{"name":"Peiyi Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0134820658690844,"gpt":0.3230513632672735,"spread":0.3095692973981891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002977148,0.0006007774,0.0006278154,0.002046014,0.0006695243,0.0008332593,0.0006845141,0.000776576,0.0009306148],"category_scores_gemma":[0.00776014,0.0002448969,0.000573354,0.001113195,0.0004343576,0.0006178269,0.0005135865,0.0004153972,0.0002002636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170601,"about_ca_system_score_gemma":0.002860061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02986922,"about_ca_topic_score_gemma":0.02477355,"domain_scores_codex":[0.9989982,0.0002520981,0.0001380699,0.0001772489,0.0002142669,0.0002201762],"domain_scores_gemma":[0.9986407,0.0002792177,0.0003447688,0.0000721054,0.0003623563,0.0003007898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003592327,0.00008999568,0.9841495,0.00003868102,0.00007099129,0.0001962469,0.0001897168,0.0002264106,0.0004763292,0.0002317212,0.0009517645,0.01301932],"study_design_scores_gemma":[0.00007220957,0.0001650849,0.996117,0.00004693741,0.0001209695,0.0002834981,0.0003667932,0.001448713,0.0002622759,0.0006679297,0.0004308923,0.00001761416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966956,0.001145086,0.0005877405,0.0003012878,0.00003423717,0.00004355037,0.0003256751,0.00002392959,0.0008429267],"genre_scores_gemma":[0.9981099,0.0002485811,0.001025471,0.00006325986,0.00001894093,0.0000542743,0.0003900613,0.000002792455,0.00008669883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02986922,"threshold_uncertainty_score":0.05939072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588319218","doi":"10.3233/jad-161149","title":"Recent Progress in Alzheimer’s Disease Research, Part 2: Genetics and Epidemiology","year":2017,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University; Thunder Bay Regional Research Institute; University of Waterloo","funders":"BrightFocus Foundation","keywords":"Epidemiology; Genetic epidemiology; Disease; Alzheimer's disease; Genetics; Medicine; Biology; Pathology","authors":[{"name":"Morgan Robinson","is_ca":true},{"name":"Brenda Yasie Lee","is_ca":true},{"name":"Francis Hane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4274759862571221,"gpt":0.5254666514386895,"spread":0.09799066518156746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015433,0.001047602,0.001980376,0.004915147,0.0003716653,0.001687135,0.0009218718,0.00137916,0.006918212],"category_scores_gemma":[0.003246753,0.0003974752,0.0009279378,0.005227463,0.000651016,0.002098914,0.0009378766,0.002065289,0.002414505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120299,"about_ca_system_score_gemma":0.003029957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002333981,"about_ca_topic_score_gemma":0.003436412,"domain_scores_codex":[0.9994113,0.0001340865,0.0001236655,0.00009411998,0.0001986753,0.00003806746],"domain_scores_gemma":[0.9979321,0.001266064,0.0002534643,0.00004539851,0.000396184,0.0001068531],"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":[0.00005596241,0.00005874964,0.0003862061,0.04008808,0.0001838759,0.000163913,0.0001149034,0.0002247892,0.0006277401,0.003198249,0.04713714,0.9077604],"study_design_scores_gemma":[0.00001800496,0.00007361919,0.001968368,0.01586396,0.0003083916,0.001570178,0.0001223121,0.00006160795,0.0001929678,0.003218679,0.9765693,0.00003267567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004043576,0.9987689,0.00007048208,0.0004043609,0.000329118,0.00000398753,0.00001636357,0.000004283891,0.0003621225],"genre_scores_gemma":[0.0001653754,0.9991072,0.0001050127,0.0001417877,0.0002933104,0.000003659638,0.00002135523,9.492909e-7,0.0001613191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006918212,"threshold_uncertainty_score":0.02314377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1525671287","doi":"10.3233/jad-2010-100405","title":"Role of By-Products of Lipid Oxidation in Alzheimer's Disease Brain: A Focus on Acrolein","year":2010,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Antioxidant Activity and Oxidative Stress","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Acrolein; Lipid peroxidation; Oxidative stress; 4-Hydroxynonenal; Chemistry; Pathogenesis; Malondialdehyde; Glutathione; Biochemistry; Internal medicine; Medicine; Enzyme","authors":[{"name":"Manjeet Singh","is_ca":true},{"name":"Dang Thanh Nam","is_ca":true},{"name":"Madeleine Arseneault","is_ca":true},{"name":"Charles Ramassamy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03856162836336126,"gpt":0.3336882635589984,"spread":0.2951266351956372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003074651,0.0006745553,0.0009553236,0.001874514,0.0002731724,0.0008966031,0.0004253269,0.0007382414,0.001417005],"category_scores_gemma":[0.0002481972,0.0002137946,0.0005529328,0.001275326,0.0003562759,0.001239967,0.0005160728,0.0009882437,0.0007968605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674622,"about_ca_system_score_gemma":0.0005013171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006540118,"about_ca_topic_score_gemma":0.0007532276,"domain_scores_codex":[0.9998887,0.00001621703,0.00002014518,0.00003276396,0.00002529175,0.00001692651],"domain_scores_gemma":[0.9998407,0.00004706061,0.00003904878,0.000003948609,0.00005313072,0.00001597478],"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":[0.0003523256,0.00020693,0.002040364,0.04107893,0.0003112793,0.001677591,0.0004302021,0.0007613731,0.05393281,0.005047232,0.01909965,0.8750613],"study_design_scores_gemma":[0.00003148543,0.0009390938,0.0120869,0.00436496,0.0007012498,0.008485385,0.000369523,0.0004482976,0.01791778,0.005002345,0.9495392,0.0001138375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007497274,0.9984553,0.0001819332,0.0001452261,0.0001119337,0.000003185414,0.00001879824,0.00000775165,0.0003261583],"genre_scores_gemma":[0.003185057,0.9955152,0.0002871145,0.0001328136,0.0002835534,0.00000703013,0.00004355545,0.000002176278,0.0005436116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001874514,"threshold_uncertainty_score":0.004740357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170025328","doi":"10.3233/jad-2004-6608","title":"Borrelia burgdorferi persists in the brain in chronic lyme neuroborreliosis and may be associated with Alzheimer disease","year":2005,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":161,"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":"","keywords":"Borrelia burgdorferi; Lyme disease; Borrelia; Treponema; Neuroborreliosis; Lyme Neuroborreliosis; Biology; Borrelia afzelii; Spirochaetaceae; Amyloid (mycology); Pathology; Virology; Immunology; Syphilis; Medicine; Antibody","authors":[{"name":"Judith Miklossy","is_ca":true},{"name":"Kamel Khalili","is_ca":false},{"name":"Lise Gern","is_ca":false},{"name":"Rebecca L. Ericson","is_ca":false},{"name":"Pushpa Darekar","is_ca":true},{"name":"Lorie Bolle","is_ca":false},{"name":"J. Hürlimann","is_ca":true},{"name":"Bruce J. Paster","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01790918332262939,"gpt":0.2595972414700516,"spread":0.2416880581474222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005540108,0.0003590189,0.0003277108,0.0009641764,0.0006447828,0.0004710843,0.0001182068,0.0004159769,0.0009714627],"category_scores_gemma":[0.0009578231,0.0002943756,0.00007577053,0.0004097946,0.0007359571,0.0003873706,0.0003500137,0.0002979204,0.0002432192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240792,"about_ca_system_score_gemma":0.0002311551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215891,"about_ca_topic_score_gemma":0.001774003,"domain_scores_codex":[0.9997174,0.00006536035,0.00003175866,0.00004155987,0.00005266306,0.00009131961],"domain_scores_gemma":[0.9995222,0.00005678531,0.0002058748,0.00003414657,0.00008473131,0.00009625629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00115405,0.0004801228,0.83794,0.0002400636,0.0001229179,0.003940207,0.001269164,0.00007340969,0.1318001,0.0002850051,0.0007909707,0.021904],"study_design_scores_gemma":[0.00006787213,0.0005687755,0.9796022,0.00005325501,0.00007793149,0.0132719,0.0008439786,0.0001386135,0.002811362,0.0006891602,0.001862962,0.00001197681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981503,0.001339374,0.00006765154,0.00007009996,0.000006779179,0.000003196734,0.00001626968,0.000003852322,0.0003424667],"genre_scores_gemma":[0.9985099,0.001009014,0.000108211,0.00006404207,0.00004746751,0.000004771147,0.00006381935,0.000001383823,0.0001912879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001215891,"threshold_uncertainty_score":0.003249884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1492555131","doi":"10.3233/jad-140576","title":"Physical Exercise Improves Peripheral BDNF Levels and Cognitive Functions in Mild Cognitive Impairment Elderly with Different BDNF Val66Met Genotypes","year":2014,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cognition; Brain-derived neurotrophic factor; Neurotrophic factors; Psychology; rs6265; Physical exercise; Internal medicine; Medicine; Neuroscience; Receptor","authors":[{"name":"Carla Manuela Crispim Nascimento","is_ca":false},{"name":"Jessica Rodrigues Pereira","is_ca":false},{"name":"Larissa Pires de Andrade","is_ca":false},{"name":"Marcelo Garuffi","is_ca":false},{"name":"Carlos Ayán Pérez","is_ca":false},{"name":"Daniel Shikanai Kerr","is_ca":false},{"name":"Leda Leme Talib","is_ca":false},{"name":"Márcia R. Cominetti","is_ca":false},{"name":"Florindo Stella","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02600873641075956,"gpt":0.2774182904174006,"spread":0.251409554006641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001455601,0.0003005149,0.0004541633,0.0001498013,0.0001335758,0.0001373836,0.0000765891,0.000179125,0.000615239],"category_scores_gemma":[0.0002727474,0.0001031058,0.0002574837,0.00009399591,0.000105636,0.00007236702,0.0001468487,0.0001895711,0.00008394095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005180128,"about_ca_system_score_gemma":0.00006335504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103726,"about_ca_topic_score_gemma":0.001609716,"domain_scores_codex":[0.9999418,0.00001078,0.000007122946,0.000012959,0.000009521125,0.00001771398],"domain_scores_gemma":[0.9999138,0.0000124111,0.00002371728,0.000007636928,0.000008480828,0.00003389069],"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":[0.06443965,0.01224621,0.2151244,0.0006490781,0.001546711,0.001071772,0.0009469408,0.0007893255,0.5594739,0.0000689725,0.0004990363,0.1431439],"study_design_scores_gemma":[0.0003716977,0.01715078,0.9772518,0.00001597137,0.0002741936,0.0002116483,0.000100839,0.000329779,0.004007356,0.00005010724,0.000228642,0.000007072358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996594,0.0002147908,0.00003922039,0.00000853014,0.000004463857,0.000003387168,0.000009896116,0.000002398309,0.00005786947],"genre_scores_gemma":[0.9994811,0.0001433162,0.00008361407,0.00001800206,0.000007158916,0.000007942166,0.00002721568,9.075927e-7,0.0002307738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00103726,"threshold_uncertainty_score":0.00206238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1585080042","doi":"10.3233/jad-131427","title":"Treatment of Primary Progressive Aphasias by Transcranial Direct Current Stimulation Combined with Language Training","year":2014,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":158,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics","keywords":"Transcranial direct-current stimulation; Aphasia; Audiology; Primary progressive aphasia; Brain stimulation; Boston Naming Test; Psychology; Medicine; Stimulation; Neuropsychology; Dorsolateral prefrontal cortex; Neuroscience; Cognition; Prefrontal cortex; Internal medicine; Dementia","authors":[{"name":"Maria Cotelli","is_ca":false},{"name":"Rosa Manenti","is_ca":false},{"name":"Michela Petesi","is_ca":false},{"name":"Michela Brambilla","is_ca":false},{"name":"Maura Cosseddu","is_ca":false},{"name":"Orazio Zanetti","is_ca":false},{"name":"Carlo Miniussi","is_ca":false},{"name":"Alessandro Padovani","is_ca":false},{"name":"Barbara Borroni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04467189065227273,"gpt":0.3021989628772683,"spread":0.2575270722249956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001528287,0.0003782905,0.0005515529,0.0002510633,0.0001779871,0.00008810652,0.0002507374,0.0001930837,0.001702642],"category_scores_gemma":[0.0002583244,0.00005360035,0.0002703198,0.0001301157,0.0002331143,0.00008929986,0.0001452715,0.0002629666,0.0002467621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144127,"about_ca_system_score_gemma":0.0002172422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004341787,"about_ca_topic_score_gemma":0.0009515238,"domain_scores_codex":[0.9999334,0.00001372702,0.000009853666,0.00001420077,0.00001312319,0.0000156691],"domain_scores_gemma":[0.9999406,0.00001786975,0.00001367428,0.00000806379,0.000004904435,0.00001479207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03753028,0.01755227,0.01368429,0.001587449,0.0005156136,0.002453322,0.0003465122,0.001342506,0.4132228,0.0001499676,0.0008472186,0.5107678],"study_design_scores_gemma":[0.02722859,0.4541291,0.3562644,0.0002474086,0.001041513,0.01839929,0.0003875789,0.003937353,0.12612,0.0007089378,0.01146935,0.00006646856],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974686,0.001016111,0.000659647,0.00003171174,0.00001598982,0.000146449,0.00003140707,0.0000227141,0.0006073569],"genre_scores_gemma":[0.9968508,0.0009815372,0.00139241,0.00003973139,0.00003090264,0.0001947273,0.00007472826,0.000002222348,0.0004330233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001702642,"threshold_uncertainty_score":0.005695879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2293235256","doi":"10.3233/jad-150652","title":"Protective Effect of Amyloid-β Peptides Against Herpes Simplex Virus-1 Infection in a Neuronal Cell Culture Model","year":2016,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Cell culture; Biology; Herpes simplex virus; In vitro; Virology; Cytokine; Downregulation and upregulation; Interferon; Proinflammatory cytokine; Neurodegeneration; Immunology; Virus; Inflammation; Medicine; Pathology; Disease; Biochemistry","authors":[{"name":"Karine Bourgade","is_ca":true},{"name":"Aurélie Le Page","is_ca":true},{"name":"Christian Bocti","is_ca":true},{"name":"Jacek M. Witkowski","is_ca":false},{"name":"Gilles Dupuis","is_ca":true},{"name":"Éric Frost","is_ca":true},{"name":"Tamás Fülöp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02074433252167525,"gpt":0.3076117647957702,"spread":0.2868674322740949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002231047,0.0006271265,0.0007220175,0.0003160663,0.0002357334,0.0003210997,0.0004217333,0.0003342748,0.0009072765],"category_scores_gemma":[0.0001010675,0.0001489157,0.0004142818,0.000289073,0.0001747045,0.0002140197,0.0002609909,0.0008352948,0.0003379383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527401,"about_ca_system_score_gemma":0.00032834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444225,"about_ca_topic_score_gemma":0.001679123,"domain_scores_codex":[0.9997494,0.00004148857,0.00004276912,0.00003913722,0.00006832113,0.00005888314],"domain_scores_gemma":[0.9998701,0.00002258007,0.00002634787,0.00002190413,0.00002882158,0.00003026802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002894602,0.000192035,0.0001939212,0.0001200293,0.00001584852,0.0001132827,0.00006545361,0.0001023365,0.9975623,0.00007800238,0.000084988,0.001182363],"study_design_scores_gemma":[0.0000332736,0.002183734,0.002967197,0.00002216855,0.00004688362,0.0002517085,0.00008268876,0.0009369716,0.9916996,0.00005552821,0.001711175,0.000009089143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923728,0.00346437,0.001519606,0.00008911772,0.0001381822,0.00007390451,0.0006346501,0.00005836729,0.001649056],"genre_scores_gemma":[0.9853638,0.004548929,0.005212029,0.00006375578,0.0000498108,0.0002083758,0.001196895,0.00001353119,0.003342842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001444225,"threshold_uncertainty_score":0.003035128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2233737392","doi":"10.3233/jad-150780","title":"Analysis of the MIRIAD Data Shows Sex Differences in Hippocampal Atrophy Progression","year":2016,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":152,"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 Diabetes and Digestive and Kidney Diseases; Alzheimer Society; GlaxoSmithKline","keywords":"Atrophy; Hippocampal formation; Neuroscience; Psychology; Medicine; Internal medicine","authors":[{"name":"Babak A. Ardekani","is_ca":false},{"name":"Antonio Convit","is_ca":false},{"name":"Alvin H. Bachman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06113966160708793,"gpt":0.3649412014181925,"spread":0.3038015398111045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002127534,0.0003466101,0.0004874418,0.001122735,0.0002362858,0.0007019938,0.0004296037,0.0003145816,0.002407915],"category_scores_gemma":[0.004594869,0.0001107053,0.000540416,0.0007249808,0.0002195335,0.0002516242,0.000666913,0.0003555004,0.000994349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132567,"about_ca_system_score_gemma":0.000175924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028309,"about_ca_topic_score_gemma":0.001534844,"domain_scores_codex":[0.9992985,0.0001291369,0.0001204191,0.0002319375,0.0001562643,0.00006369013],"domain_scores_gemma":[0.9968027,0.001096187,0.0008753482,0.0005884125,0.0004953198,0.000142007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001961815,0.00005367635,0.9579265,0.0001074936,0.0003060024,0.0002177,0.0001698976,0.0005976543,0.004466127,0.00009967166,0.00259231,0.03150127],"study_design_scores_gemma":[0.00003275715,0.0001585827,0.9892135,0.000021801,0.00009053488,0.001108081,0.0001087573,0.003343744,0.003070273,0.0001215349,0.002717783,0.0000125668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806024,0.0009239893,0.002589044,0.0001848748,0.00004472584,0.00003177025,0.01361458,0.0003651456,0.001643444],"genre_scores_gemma":[0.9813212,0.0001017115,0.002732672,0.00005896487,0.0000230509,0.00003184373,0.01534563,0.0000486504,0.0003362687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002407915,"threshold_uncertainty_score":0.01125157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W47099222","doi":"10.3233/jad-2011-110149","title":"A Randomized Controlled Trial of High-Dose Vitamin D2 Followed by Intranasal Insulin in Alzheimer's Disease","year":2011,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Shepherd Foundation; Medical Research Council; Cardinal Health; National Health and Medical Research Council; McGill University","keywords":"Nasal administration; Medicine; Randomized controlled trial; Insulin; Disease; Vitamin; Internal medicine; Pediatrics; Pharmacology","authors":[{"name":"Mark S. Stein","is_ca":false},{"name":"Samuel Scherer","is_ca":false},{"name":"Kylie S. Ladd","is_ca":false},{"name":"Leonard C. Harrison","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0305312952656885,"gpt":0.3059310388995281,"spread":0.2753997436338396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002896125,0.002275526,0.006130551,0.0007058837,0.001000934,0.001535703,0.001257839,0.003677504,0.01113841],"category_scores_gemma":[0.004571045,0.001084784,0.002794107,0.0006232267,0.001722599,0.001490047,0.0008422622,0.003686434,0.001554617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105362,"about_ca_system_score_gemma":0.001774079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002793558,"about_ca_topic_score_gemma":0.004107865,"domain_scores_codex":[0.997761,0.001234918,0.0002193761,0.0003842786,0.0001380843,0.0002623835],"domain_scores_gemma":[0.997952,0.0006868074,0.0003821148,0.0001862575,0.0001940789,0.0005987449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9940245,0.002537637,0.0001032702,0.0003268341,0.0004446366,0.00001140203,0.00001292538,0.00003615045,0.0002930018,0.00003292211,0.0001514037,0.002025384],"study_design_scores_gemma":[0.9829139,0.01622352,0.0002917008,0.00001873869,0.0002212699,0.000005351846,0.000007675082,0.00007961024,0.00005135486,0.00004873345,0.0001336088,0.000004642365],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575474,0.008401792,0.001209186,0.001636267,0.003823341,0.02108628,0.001891155,0.0003255072,0.004079064],"genre_scores_gemma":[0.9586936,0.003561993,0.004108871,0.002314701,0.001417595,0.02218422,0.00122398,0.00004125468,0.006453749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113841,"threshold_uncertainty_score":0.03726166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1691644051","doi":"10.3233/jad-2012-112141","title":"Neuronal Uptake and Neuroprotective Effect of Curcumin-Loaded PLGA Nanoparticles on the Human SK-N-SH Cell Line","year":2012,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Curcumin's Biomedical Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":148,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Armand Frappier Museum; Institut National de la Recherche Scientifique","funders":"","keywords":"Curcumin; PLGA; Chemistry; Bioavailability; Reactive oxygen species; Confocal microscopy; Cytotoxicity; Biophysics; Pharmacology; In vitro; Biochemistry; Cell biology; Biology","authors":[{"name":"Sihem Doggui","is_ca":true},{"name":"Jasjeet Kaur Sahni","is_ca":true},{"name":"Madeleine Arseneault","is_ca":true},{"name":"Lê H. Dao","is_ca":true},{"name":"Charles Ramassamy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01726590931824395,"gpt":0.273987878936148,"spread":0.256721969617904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001146749,0.0003330891,0.0003879087,0.0001820617,0.000143607,0.0001568924,0.0001766651,0.0002592836,0.0005691382],"category_scores_gemma":[0.00007301576,0.0001042925,0.0002946474,0.0001590447,0.0001303465,0.0002081239,0.0001161061,0.000341053,0.0002786549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004347167,"about_ca_system_score_gemma":0.0003213749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005177204,"about_ca_topic_score_gemma":0.005067232,"domain_scores_codex":[0.9999313,0.00000752394,0.000008053325,0.00001886548,0.0000149934,0.00001918947],"domain_scores_gemma":[0.9999671,0.000007010285,0.000005073599,0.000003626145,0.00001185249,0.000005388131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001479098,0.00005131079,0.00009404096,0.0000998394,0.000009817214,0.000130122,0.00003913871,0.0001119292,0.9977984,0.00004114415,0.00008811418,0.001388299],"study_design_scores_gemma":[0.00001857249,0.0004636025,0.002253257,0.00001064854,0.00003752376,0.0001364245,0.00004925171,0.001032066,0.9947698,0.00002083377,0.00120144,0.000006641749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932699,0.002947255,0.001349467,0.0001319147,0.00004584629,0.00002432439,0.0004601395,0.00007950683,0.001691685],"genre_scores_gemma":[0.9922232,0.002095588,0.001963843,0.00005575727,0.00001208248,0.00006195426,0.000631118,0.00001793047,0.002938462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005177204,"threshold_uncertainty_score":0.01029414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W8746562","doi":"10.3233/jad-2003-5407","title":"Omega-3 fatty acids and risk of cognitive impairment and dementia","year":2003,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":145,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph; University of Ottawa; Health Canada; Université Laval","funders":"Centers for Disease Control and Prevention; University of Guelph","keywords":"Dementia; Cognitive impairment; Medicine; Cognition; Omega 3 fatty acid; Psychology; Psychiatry; Internal medicine; Fatty acid; Chemistry; Polyunsaturated fatty acid; Disease; Biochemistry; Docosahexaenoic acid","authors":[{"name":"Danielle Laurin","is_ca":true},{"name":"René Verreault","is_ca":true},{"name":"Joan Lindsay","is_ca":true},{"name":"Éric Dewailly","is_ca":true},{"name":"Bruce J. Holub","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02418210153164629,"gpt":0.3147296339201898,"spread":0.2905475323885435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004861404,0.0002123157,0.0002281568,0.001085814,0.000305381,0.0004671619,0.0002331519,0.0003102628,0.001356442],"category_scores_gemma":[0.001723072,0.0002292358,0.0003306284,0.0008722305,0.0001848584,0.000166546,0.0003383727,0.0003564532,0.0001363088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003877041,"about_ca_system_score_gemma":0.0005288062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03496531,"about_ca_topic_score_gemma":0.04577848,"domain_scores_codex":[0.9998266,0.00004226234,0.00001513788,0.00002201293,0.00004467187,0.00004926659],"domain_scores_gemma":[0.9991997,0.0001441919,0.0003912994,0.00003261663,0.00007998606,0.0001521823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003535959,0.00004906439,0.9955569,0.00002014592,0.0001983738,0.00008082194,0.00005097984,0.00005838795,0.0001880034,0.00003019378,0.00005780851,0.003355753],"study_design_scores_gemma":[0.000007569072,0.00007154204,0.9993622,0.000009207059,0.00004924887,0.0001533432,0.0000312876,0.00008949428,0.00004021869,0.00005097159,0.0001332393,0.000001683893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967045,0.002265677,0.00005499811,0.00006060256,0.000005470713,0.000004908721,0.000180652,0.000004032835,0.0007191799],"genre_scores_gemma":[0.9982376,0.0009560016,0.0001203874,0.00001959582,0.0000101045,0.000003445875,0.00022526,8.674176e-7,0.0004266417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03496531,"threshold_uncertainty_score":0.06952357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171088899","doi":"10.3233/jad-2008-13405","title":"Herpes Simplex Virus Type 1 in Alzheimer's Disease: The Enemy Within","year":2008,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Henry Smith Charity; Alzheimer Society","keywords":"Virology; Herpes simplex virus; Disease; Type (biology); Virus; Medicine; Biology; Pathology","authors":[{"name":"Ruth F. Itzhaki","is_ca":false},{"name":"Matthew A. Wozniak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08936155993930711,"gpt":0.3775059975380629,"spread":0.2881444375987558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006971699,0.0008994486,0.001602926,0.001948159,0.0004034025,0.001088222,0.0008846333,0.001456919,0.003362265],"category_scores_gemma":[0.0009260173,0.0002317319,0.0003551464,0.002773527,0.000771191,0.002593682,0.000635458,0.002052792,0.002650267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006593305,"about_ca_system_score_gemma":0.001189849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132312,"about_ca_topic_score_gemma":0.002108098,"domain_scores_codex":[0.9997806,0.00005203539,0.00003248797,0.00002964723,0.00008737871,0.00001789372],"domain_scores_gemma":[0.9995369,0.0002067065,0.00005387988,0.00001846559,0.0001238659,0.00006022435],"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":[0.00008518159,0.00005686225,0.00018121,0.01030305,0.00005764291,0.000271649,0.00009425399,0.0001760772,0.001034707,0.002724961,0.06403954,0.9209749],"study_design_scores_gemma":[0.00001714235,0.00006000429,0.0007666462,0.00290424,0.00004769214,0.001357526,0.00009957505,0.00003316629,0.0001615629,0.002349013,0.9921922,0.0000111723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003837752,0.9988303,0.00003887403,0.0003200056,0.0003451231,0.000001677985,0.000003503461,0.000003295594,0.0004188867],"genre_scores_gemma":[0.0003429242,0.9984788,0.0000838873,0.0001785365,0.000384767,0.000002354008,0.000007616462,8.155362e-7,0.0005202804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003362265,"threshold_uncertainty_score":0.01124793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1757841311","doi":"10.3233/jad-140954","title":"Midlife Vascular Risk Factors and the Risk of Alzheimer's Disease: A Systematic Review and Meta-Analysis","year":2014,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China; AGE-WELL","keywords":"Meta-analysis; Disease; Systematic review; Medicine; Alzheimer's disease; Internal medicine; MEDLINE; Biology","authors":[{"name":"Xiangfei Meng","is_ca":false},{"name":"Jin‐Tai Yu","is_ca":false},{"name":"Hui-Fu Wang","is_ca":false},{"name":"Meng‐Shan Tan","is_ca":false},{"name":"Chong Wang","is_ca":false},{"name":"Chen‐Chen Tan","is_ca":false},{"name":"Lan Tan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06295933503030976,"gpt":0.3659634650055445,"spread":0.3030041299752347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008704984,0.002268997,0.0127719,0.00617961,0.0005980526,0.002469881,0.001672459,0.001836861,0.002679303],"category_scores_gemma":[0.02359849,0.001406024,0.02140832,0.006741256,0.0005048638,0.001120347,0.001155281,0.001341495,0.0002239871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002312158,"about_ca_system_score_gemma":0.003881136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007019542,"about_ca_topic_score_gemma":0.01957979,"domain_scores_codex":[0.9951793,0.002227994,0.001334967,0.0004861737,0.0005838259,0.0001877786],"domain_scores_gemma":[0.9872191,0.009148407,0.00218548,0.0003046805,0.0009733842,0.0001689924],"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":[0.001156494,0.00003318532,0.007432943,0.5357365,0.4323178,0.0002120699,0.0001082416,0.0004635775,0.0002683021,0.0001321456,0.001041616,0.02109714],"study_design_scores_gemma":[0.0004182606,0.0002034213,0.007167278,0.0495536,0.9392369,0.000251866,0.00005369666,0.0001697191,0.0001338525,0.0001961497,0.002591804,0.00002336452],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002315845,0.9969172,0.0001706314,0.0001097838,0.00006261699,0.0001037966,0.0002096094,0.000009251521,0.0001012192],"genre_scores_gemma":[0.07203097,0.9251402,0.00123543,0.0004175263,0.0001352481,0.000468484,0.0003873607,0.000007936687,0.000176769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0127719,"threshold_uncertainty_score":0.04603696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2609188768","doi":"10.3233/jad-161226","title":"Diagnostic Biomarkers of Alzheimer’s Disease as Identified in Saliva using <sup>1</sup> H NMR-Based Metabolomics","year":2017,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":141,"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":"","keywords":"Metabolomics; Saliva; Disease; Medicine; Internal medicine; Biology; Bioinformatics","authors":[{"name":"Ali Yılmaz","is_ca":false},{"name":"Tim Geddes","is_ca":false},{"name":"Ray Bahado‐Singh","is_ca":false},{"name":"George D. Wilson","is_ca":false},{"name":"Michael Maddens","is_ca":false},{"name":"Stewart F. Graham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03368908227097402,"gpt":0.310583548027999,"spread":0.276894465757025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007114015,0.00060646,0.0004416142,0.000842239,0.0003098338,0.0005542873,0.0001509882,0.000522968,0.0008181055],"category_scores_gemma":[0.0008673172,0.0001818379,0.000218861,0.0003978987,0.0002810444,0.0002920233,0.0003079036,0.0003291938,0.0002109118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128728,"about_ca_system_score_gemma":0.0001761699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005257855,"about_ca_topic_score_gemma":0.001023059,"domain_scores_codex":[0.9997495,0.00009227186,0.00002245281,0.00005543901,0.00004435244,0.00003600529],"domain_scores_gemma":[0.9997754,0.00006634733,0.00005521451,0.00001651286,0.00006317053,0.00002339973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002149035,0.0003068451,0.06345389,0.0002123262,0.0001541061,0.0003708481,0.0004886049,0.0002269831,0.8891668,0.0001200428,0.0004358617,0.04291453],"study_design_scores_gemma":[0.0001620248,0.004333149,0.4954385,0.00007391619,0.000424643,0.003377125,0.001027629,0.003774471,0.4868176,0.000868631,0.003598114,0.0001042688],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917998,0.00251633,0.003623221,0.0001751176,0.00004431674,0.00009656385,0.000613187,0.00005575559,0.001075803],"genre_scores_gemma":[0.9865047,0.001107511,0.01124869,0.0001682536,0.00003568068,0.0001112879,0.0003589183,0.000008421647,0.0004565015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000842239,"threshold_uncertainty_score":0.003762245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2353103786","doi":"10.3233/jad-160276","title":"A Systematic Review and Meta-Analysis of On-Road Simulator and Cognitive Driving Assessment in Alzheimer’s Disease and Mild Cognitive Impairment","year":2016,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":139,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital; University of Toronto; University Health Network; Toronto Metropolitan University; Toronto Rehabilitation Institute; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Driving simulator; Cognition; Cognitive impairment; Psychology; Disease; Physical medicine and rehabilitation; Meta-analysis; Cognitive psychology; Medicine; Simulation; Neuroscience; Computer science; Internal medicine","authors":[{"name":"Megan A. Hird","is_ca":true},{"name":"Peter Egeto","is_ca":true},{"name":"Corinne E. Fischer","is_ca":true},{"name":"Gary Naglie","is_ca":true},{"name":"Tom A. Schweizer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1538351465066051,"gpt":0.4851691400409693,"spread":0.3313339935343643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01458064,0.002472951,0.01799016,0.005986286,0.0007615283,0.003065732,0.001953821,0.00208004,0.002803652],"category_scores_gemma":[0.04222278,0.001273065,0.02795856,0.007036177,0.0008302337,0.001821595,0.001420788,0.001566882,0.0002357932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011367,"about_ca_system_score_gemma":0.005574316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009146634,"about_ca_topic_score_gemma":0.02088151,"domain_scores_codex":[0.9889256,0.00499443,0.003637377,0.001020376,0.001136396,0.0002858313],"domain_scores_gemma":[0.9749952,0.01837648,0.004090082,0.0005852939,0.001717866,0.0002350855],"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":[0.001308202,0.00003455838,0.00354809,0.6451532,0.3322047,0.0001464141,0.0001128295,0.0003781663,0.000217275,0.0001409276,0.0007324991,0.01602314],"study_design_scores_gemma":[0.0006220707,0.0002533282,0.005572606,0.07260107,0.9179825,0.0001396991,0.0000565518,0.0001530638,0.000111504,0.0002067117,0.002275425,0.00002551669],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003861616,0.9945421,0.0003488195,0.0001563679,0.0001212035,0.0003391324,0.0003978388,0.00001607085,0.0002170372],"genre_scores_gemma":[0.1200064,0.8736392,0.002576065,0.0008764057,0.0002465551,0.001595155,0.0007826572,0.00001910631,0.0002582508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9820098,"threshold_uncertainty_score":0.07711071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809193487","doi":"10.3233/jad-180080","title":"The Montreal Cognitive Assessment: Normative Data from a German-Speaking Cohort and Comparison with International Normative Samples","year":2018,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Normative; Montreal Cognitive Assessment; Population; Cohort; Psychology; German; Gerontology; Cognition; Demography; Cohort study; Medicine; Cognitive impairment; Psychiatry; Internal medicine","authors":[{"name":"Alessandra E. Thomann","is_ca":false},{"name":"Nicolai Goettel","is_ca":false},{"name":"Raphael Monsch","is_ca":false},{"name":"Manfred Berres","is_ca":false},{"name":"Thomas Jähn","is_ca":false},{"name":"Luzius A. Steiner","is_ca":false},{"name":"Andreas U. Monsch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05611255664403914,"gpt":0.3995536917040279,"spread":0.3434411350599888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001598812,0.0005270517,0.0003075032,0.001963973,0.0004226282,0.0005046127,0.0004676003,0.0003644825,0.001325981],"category_scores_gemma":[0.002842857,0.0001455645,0.0002623153,0.001236341,0.0003695349,0.0003666497,0.0004033964,0.000204135,0.0003790071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005304425,"about_ca_system_score_gemma":0.0003407531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149606,"about_ca_topic_score_gemma":0.01439477,"domain_scores_codex":[0.9995308,0.00008274176,0.00005503868,0.0001595386,0.0001321047,0.00003972663],"domain_scores_gemma":[0.9993328,0.00008820275,0.0001988231,0.0001002897,0.0002103932,0.00006942511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004278423,0.0001385979,0.9705832,0.0001048451,0.0002445124,0.0003823533,0.0008549259,0.0002593173,0.001621294,0.0002782439,0.002538061,0.02256675],"study_design_scores_gemma":[0.00001520562,0.00008384951,0.997832,0.00001443654,0.00004436631,0.0004098731,0.0002543428,0.0001804498,0.0001330965,0.00005719807,0.0009687102,0.000006463111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935638,0.0006261754,0.001140237,0.00003195866,0.00001618175,0.00009946444,0.002542366,0.00003105766,0.001948741],"genre_scores_gemma":[0.9930058,0.0002874511,0.0009668137,0.00002643658,0.000014233,0.0001502587,0.005156606,0.00001323072,0.0003792137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0149606,"threshold_uncertainty_score":0.02974701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808219686","doi":"10.3233/jad-180202","title":"Ketogenic Medium Chain Triglycerides Increase Brain Energy Metabolism in Alzheimer’s Disease","year":2018,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Diet and metabolism studies","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec; Université de Sherbrooke","funders":"","keywords":"Ketogenic diet; Medium-chain triglyceride; Energy metabolism; Disease; Metabolism; Alzheimer's disease; Internal medicine; Endocrinology; Medicine; Neuroscience; Chemistry; Triglyceride; Biology; Cholesterol; Epilepsy","authors":[{"name":"Étienne Croteau","is_ca":true},{"name":"Christian‐Alexandre Castellano","is_ca":true},{"name":"Marie Anne Richard","is_ca":true},{"name":"Mélanie Fortier","is_ca":true},{"name":"Scott Nugent","is_ca":true},{"name":"Martin Lepage","is_ca":true},{"name":"Simon Duchesne","is_ca":true},{"name":"Kevin Whittingstall","is_ca":true},{"name":"Éric Turcotte","is_ca":true},{"name":"Christian Bocti","is_ca":true},{"name":"Tamàs Fülöp","is_ca":true},{"name":"Stephen C. Cunnane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02782915906558706,"gpt":0.2963134932789473,"spread":0.2684843342133603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000142705,0.0002431473,0.0001692741,0.0002094269,0.00009623934,0.0002171304,0.0001078542,0.0001830293,0.00154568],"category_scores_gemma":[0.0002373133,0.0001039291,0.0001389944,0.0001340359,0.0001146396,0.0001597533,0.0001554987,0.0002436184,0.0001325935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567454,"about_ca_system_score_gemma":0.0001074483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000592756,"about_ca_topic_score_gemma":0.001210471,"domain_scores_codex":[0.9999723,0.000009881313,0.000002985829,0.000004431397,0.000005171612,0.000005281958],"domain_scores_gemma":[0.9998891,0.00002637699,0.00003736005,0.000006040456,0.0000138749,0.00002726333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.08656282,0.004135127,0.1674492,0.001857356,0.0007311237,0.001561054,0.0006667548,0.0003942013,0.5673238,0.0005030753,0.001075746,0.1677398],"study_design_scores_gemma":[0.00096212,0.01602186,0.9016092,0.0001608667,0.0007390631,0.001112522,0.0003917492,0.0004790366,0.07396383,0.0008456165,0.003693223,0.00002090054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957492,0.003369506,0.0001057171,0.00005924448,0.00001217627,0.000009332059,0.0000418803,0.000007347225,0.0006454519],"genre_scores_gemma":[0.9970701,0.001861262,0.0003871181,0.00004842011,0.00001176447,0.000009549572,0.00005713134,0.000002142085,0.0005524355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00154568,"threshold_uncertainty_score":0.005170763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794133158","doi":"10.3233/jad-171145","title":"Alzheimer’s Disease: A Journey from Amyloid Peptides and Oxidative Stress, to Biomarker Technologies and Disease Prevention Strategies—Gains from AIBL and DIAN Cohort Studies","year":2018,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Occupational Cancer Research Centre; University of Toronto","funders":"","keywords":"Biomarker; Disease; Oxidative stress; Amyloid (mycology); Cohort; Dementia; Medicine; Degenerative disease; Amyloid β; Alzheimer's disease; Gerontology; Oncology; Internal medicine; Biology; Pathology; Biochemistry","authors":[{"name":"Ralph N. Martins","is_ca":false},{"name":"Victor L. Villemagne","is_ca":false},{"name":"Hamid R. Sohrabi","is_ca":false},{"name":"Pratishtha Chatterjee","is_ca":false},{"name":"Tejal Shah","is_ca":false},{"name":"Giuseppe Verdile","is_ca":false},{"name":"Paul E. Fraser","is_ca":true},{"name":"Kevin Taddei","is_ca":false},{"name":"Veer Bala Gupta","is_ca":false},{"name":"Stephanie R. Rainey‐Smith","is_ca":false},{"name":"Eugene Hone","is_ca":false},{"name":"Steve Pedrini","is_ca":false},{"name":"Wei Ling Florence Lim","is_ca":false},{"name":"Ian Martins","is_ca":false},{"name":"Shaun Frost","is_ca":false},{"name":"Sunil M. Gupta","is_ca":false},{"name":"Sid E. O’Bryant","is_ca":false},{"name":"Alan Rembach","is_ca":false},{"name":"David Ames","is_ca":false},{"name":"Kathryn A. Ellis","is_ca":false},{"name":"Stephanie Fuller","is_ca":false},{"name":"Belinda M. Brown","is_ca":false},{"name":"Samantha L. Gardener","is_ca":false},{"name":"Binosha Fernando","is_ca":false},{"name":"Prashant Bharadwaj","is_ca":false},{"name":"Samantha C. Burnham","is_ca":false},{"name":"Simon M. Laws","is_ca":false},{"name":"Anna M. Barron","is_ca":false},{"name":"Kathryn Goozee","is_ca":false},{"name":"Eka Julianta Wahjoepramono","is_ca":false},{"name":"Prita R. Asih","is_ca":false},{"name":"James D. Doecke","is_ca":false},{"name":"Olivier Salvado","is_ca":false},{"name":"Ashley I. Bush","is_ca":false},{"name":"Christopher C. Rowe","is_ca":false},{"name":"Sam Gandy","is_ca":false},{"name":"Colin L. Masters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1348413461604095,"gpt":0.4227516337653098,"spread":0.2879102876049003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003095072,0.0007354295,0.001528535,0.002909078,0.0003633247,0.001802664,0.0007538178,0.001380186,0.002559753],"category_scores_gemma":[0.004407285,0.0002901982,0.0006975363,0.002573572,0.0008047133,0.002400527,0.001066083,0.002777876,0.001029386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142305,"about_ca_system_score_gemma":0.002635924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458434,"about_ca_topic_score_gemma":0.003458669,"domain_scores_codex":[0.9993498,0.0001917175,0.000121237,0.00009357272,0.0002052109,0.00003844452],"domain_scores_gemma":[0.9975606,0.001411363,0.000199427,0.00008368333,0.0005998196,0.0001450329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001205289,0.00007278218,0.0006475539,0.01933119,0.0002060993,0.0001543836,0.0002257173,0.0001552038,0.0005104194,0.0068349,0.03532839,0.9364128],"study_design_scores_gemma":[0.00002176933,0.0001496225,0.002725536,0.01877511,0.0002327886,0.001117154,0.0002942348,0.00008507469,0.0002218732,0.008442089,0.9678974,0.00003734624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006900533,0.9979848,0.00008626999,0.001335241,0.0002104796,0.00000270813,0.00001307478,0.000003904909,0.000294558],"genre_scores_gemma":[0.0005044775,0.9983795,0.0002058474,0.0004227789,0.0002935352,0.000005473315,0.00001667498,0.000001610441,0.0001701234],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003095072,"threshold_uncertainty_score":0.01636851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956068145","doi":"10.3233/jad-190278","title":"Prevalence of Mild Behavioral Impairment and Risk of Dementia in a Psychiatric Outpatient Clinic","year":2019,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Dementia; Psychiatry; Hazard ratio; Medicine; Incidence (geometry); Proportional hazards model; Outpatient clinic; Population; Risk factor; Confidence interval; Internal medicine; Disease","authors":[{"name":"Teruyuki Matsuoka","is_ca":false},{"name":"Zahinoor Ismail","is_ca":true},{"name":"Jin Narumoto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02533748305520627,"gpt":0.3458625545034434,"spread":0.3205250714482372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000366686,0.0001786213,0.0002660324,0.0009820735,0.0004008105,0.0004790143,0.0002722732,0.0002773281,0.001738069],"category_scores_gemma":[0.0025213,0.0002164054,0.0002806291,0.0006607925,0.0002138239,0.0002268015,0.0003690601,0.0005244271,0.000174695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004495213,"about_ca_system_score_gemma":0.0003818901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00902175,"about_ca_topic_score_gemma":0.01129768,"domain_scores_codex":[0.9996364,0.00008460339,0.00004359547,0.00005184867,0.0001098707,0.00007358494],"domain_scores_gemma":[0.9977107,0.000236372,0.001373873,0.00004121998,0.0001723163,0.0004654656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003140253,0.00001842069,0.9991487,0.000005643835,0.00001068266,0.00008927631,0.00003032995,0.000008725243,0.00006808872,0.000003712977,0.00007235217,0.0005125915],"study_design_scores_gemma":[0.000002232832,0.0000265069,0.9995124,0.000004800349,0.00000501262,0.0003158889,0.00006342837,0.00003228301,0.00001019432,0.000003654035,0.0000224461,0.00000120084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990618,0.0002664545,0.00003035278,0.00006328077,0.000005197246,0.000008504681,0.0002016865,0.000004908674,0.0003578526],"genre_scores_gemma":[0.9996341,0.00009881207,0.00003768403,0.0000195465,0.000009211452,0.000004033634,0.0001562817,7.707317e-7,0.00003941234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00902175,"threshold_uncertainty_score":0.01793849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2260435978","doi":"10.3233/jad-150881","title":"Screening for Mild Cognitive Impairment: Comparison of “MCI Specific” Screening Instruments","year":2016,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Irish Hospice Foundation; Health Service Executive; Health Research Board","keywords":"Montreal Cognitive Assessment; Dementia; Cognitive impairment; Medicine; Memory clinic; Cognition; Audiology; Area under the curve; Internal medicine; Psychiatry; Disease","authors":[{"name":"Rónán Ó’Caoimh","is_ca":false},{"name":"Suzanne Timmons","is_ca":false},{"name":"D. William Molloy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08782276177813066,"gpt":0.3829232721498906,"spread":0.29510051037176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01908368,0.001287581,0.001649454,0.004148379,0.0003746886,0.00129269,0.001086658,0.001576733,0.0009444314],"category_scores_gemma":[0.03486843,0.0003984079,0.002391023,0.001610932,0.0005561747,0.001201551,0.001422723,0.0007350593,0.0002587506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009239457,"about_ca_system_score_gemma":0.001007709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444868,"about_ca_topic_score_gemma":0.002871162,"domain_scores_codex":[0.9904468,0.004728512,0.001095117,0.0008294695,0.002530177,0.0003700124],"domain_scores_gemma":[0.9846168,0.008051495,0.002625052,0.000562906,0.003387051,0.0007566374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02679721,0.0008567601,0.840086,0.002325132,0.01113357,0.000115839,0.0006426785,0.001388949,0.000832596,0.0005147374,0.002104435,0.1132021],"study_design_scores_gemma":[0.00121444,0.009921953,0.9754984,0.000626713,0.003147475,0.0007189454,0.0005265184,0.004353673,0.001016449,0.0008960951,0.001976696,0.0001026577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678209,0.02029771,0.003444417,0.0004911915,0.0002760822,0.00100132,0.001805124,0.00008008409,0.00478316],"genre_scores_gemma":[0.9848719,0.004484524,0.005546956,0.0004986622,0.0001360134,0.0008152996,0.003279812,0.00001641537,0.0003504612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908368,"threshold_uncertainty_score":0.1009253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097844974","doi":"10.3233/jad-2012-120610","title":"White Matter Hyperintensities, Systemic Inflammation, Brain Growth, and Cognitive Functions in Children Exposed to Air Pollution","year":2012,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"National Center for Research Resources; Social Sciences and Humanities Research Council of Canada","keywords":"Hyperintensity; Systemic inflammation; Inflammation; Cognition; White matter; Medicine; Psychology; Neuroscience; Internal medicine; Magnetic resonance imaging","authors":[{"name":"Lilian Calderón‐Garcidueñas","is_ca":false},{"name":"Antonieta Mora-Tiscareño","is_ca":false},{"name":"Martin Styner","is_ca":false},{"name":"Gilberto Gómez-Garza","is_ca":false},{"name":"Hongtu Zhu","is_ca":false},{"name":"Ricardo Torres‐Jardón","is_ca":false},{"name":"Esperanza Carlos","is_ca":false},{"name":"Edelmira Solorio-López","is_ca":false},{"name":"Humberto Medina‐Cortina","is_ca":false},{"name":"Michael Kavanaugh","is_ca":false},{"name":"Amedeo D’Angiulli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0202410967558116,"gpt":0.2600393903830928,"spread":0.2397982936272812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001942615,0.0003562036,0.0002150312,0.0006706013,0.0003424338,0.0003335013,0.0001506965,0.0002474177,0.0007069508],"category_scores_gemma":[0.000691215,0.0002447746,0.0001904455,0.0004393466,0.0003455082,0.000236497,0.0003010919,0.0002645285,0.0001039644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247338,"about_ca_system_score_gemma":0.0002290369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348457,"about_ca_topic_score_gemma":0.01404469,"domain_scores_codex":[0.999863,0.00002026152,0.00001028915,0.00003994224,0.00002784036,0.00003854778],"domain_scores_gemma":[0.9995986,0.00003821253,0.0002406507,0.00002121004,0.00003607147,0.00006520235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000962418,0.00004127908,0.9967828,0.000008530996,0.00001672819,0.0001656196,0.000208059,0.00002594031,0.001625199,0.000007163165,0.0000352586,0.0009871768],"study_design_scores_gemma":[8.361737e-7,0.00004743076,0.9996378,9.831913e-7,0.000004187009,0.0001127151,0.00007054113,0.000009851176,0.00008886222,0.000002251475,0.00002382559,5.794962e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998368,0.00004295223,0.00001044721,0.000005342379,4.35236e-7,0.000001533443,0.00005118284,0.000001212646,0.00005006719],"genre_scores_gemma":[0.9995618,0.00007660587,0.00006691108,0.000007578697,0.000002221451,0.000006103025,0.0001508343,0.000001181785,0.0001267206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01348457,"threshold_uncertainty_score":0.02681214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1563224172","doi":"10.3233/jad-140981","title":"Beneficial Effects of Dietary EGCG and Voluntary Exercise on Behavior in an Alzheimer's Disease Mouse Model","year":2015,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Center for Complementary and Integrative Health; National Institute on Aging; University of Toronto","keywords":"Hippocampus; Water maze; Medicine; Barnes maze; Open field; Elevated plus maze; Alzheimer's disease; Amyloid beta; Turnover; Anxiety; Neuroscience; Psychology; Disease; Internal medicine; Psychiatry; Spatial learning","authors":[{"name":"Jennifer M. Walker","is_ca":false},{"name":"Diana Klakotskaia","is_ca":false},{"name":"Deepa Ajit","is_ca":false},{"name":"Gary A. Weisman","is_ca":false},{"name":"W. Gibson Wood","is_ca":false},{"name":"Grace Y. Sun","is_ca":false},{"name":"Péter Serfózó","is_ca":false},{"name":"Ágnes Simonyi","is_ca":false},{"name":"Todd R. Schachtman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05245154979321291,"gpt":0.3354568113664609,"spread":0.283005261573248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002093748,0.0009912144,0.0007530678,0.0008074463,0.0002839694,0.0003444256,0.000472598,0.0006866637,0.0009747648],"category_scores_gemma":[0.0001144939,0.0002904462,0.0006630679,0.000288164,0.0003788231,0.0003516357,0.0003156619,0.001303558,0.0001890502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202479,"about_ca_system_score_gemma":0.0004189175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001819061,"about_ca_topic_score_gemma":0.003638869,"domain_scores_codex":[0.9998272,0.00002339014,0.00002006388,0.00004320155,0.00003038913,0.00005582288],"domain_scores_gemma":[0.9998326,0.00001203071,0.000044627,0.00002096726,0.00001995133,0.00006992141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006290318,0.002902264,0.0005860953,0.0001482758,0.00005685899,0.0001232475,0.00007080583,0.0001254808,0.9848012,0.00006959025,0.0001283656,0.004697556],"study_design_scores_gemma":[0.001036953,0.03800947,0.03387505,0.00009376085,0.0005364969,0.0003815468,0.000161196,0.001662039,0.9198631,0.0003161337,0.004012074,0.00005212419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968612,0.001272003,0.000519044,0.0001729855,0.00006983631,0.00005311595,0.0003957523,0.0001022231,0.000553818],"genre_scores_gemma":[0.9891785,0.002751325,0.002290748,0.0002124501,0.00005036738,0.0002401138,0.0007615379,0.00003219211,0.004482712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001819061,"threshold_uncertainty_score":0.003616989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3014315553","doi":"10.3233/jad-191169","title":"Using Machine Learning to Predict Dementia from Neuropsychiatric Symptom and Neuroimaging Data","year":2020,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; Alberta Health; University of Calgary","funders":"National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Mathison Centre for Mental Health Research and Education; National Institutes of Health; U.S. Department of Defense; University of Calgary; Alzheimer's Disease Neuroimaging Initiative; Canada Research Chairs; Alzheimer Society","keywords":"Dementia; Neuroimaging; Receiver operating characteristic; Logistic regression; Cognition; Feature selection; Psychology; Cognitive impairment; Artificial intelligence; Machine learning; Medicine; Psychiatry; Disease; Internal medicine; Computer science","authors":[{"name":"Sascha Gill","is_ca":true},{"name":"Pauline Mouchès","is_ca":true},{"name":"Sophie Hu","is_ca":true},{"name":"Deepthi Rajashekar","is_ca":true},{"name":"Frank P. MacMaster","is_ca":true},{"name":"Eric E. Smith","is_ca":true},{"name":"Nils D. Forkert","is_ca":true},{"name":"Zahinoor Ismail","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0793542319470571,"gpt":0.3457734288888922,"spread":0.2664191969418351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003378401,0.0009520343,0.00074465,0.003108614,0.0002695534,0.001089331,0.0005814898,0.0008487194,0.0008543541],"category_scores_gemma":[0.009825503,0.0002174138,0.0008846258,0.001227386,0.0003179523,0.0007006874,0.0005217631,0.001001916,0.0005857986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007031648,"about_ca_system_score_gemma":0.0007291179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002776802,"about_ca_topic_score_gemma":0.002594475,"domain_scores_codex":[0.9989536,0.0004886977,0.0001162881,0.0002040527,0.0001444722,0.00009288618],"domain_scores_gemma":[0.9919586,0.006398329,0.0006930794,0.0002501871,0.0005306141,0.0001692355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008574581,0.0008303694,0.6380484,0.0001954598,0.0008162439,0.0002810481,0.0001147131,0.1495445,0.001805698,0.0004406393,0.002972054,0.2040934],"study_design_scores_gemma":[0.00004659478,0.0003441719,0.06573113,0.00006659027,0.0001296349,0.0002494352,0.00006240526,0.9271563,0.001709931,0.003822895,0.0006444657,0.00003636666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8637462,0.001856922,0.1273521,0.001197003,0.0001069832,0.0002169896,0.002627483,0.0009945843,0.001901726],"genre_scores_gemma":[0.975991,0.0002140403,0.02157646,0.00008944074,0.00006711374,0.0001112513,0.001669648,0.00001807775,0.0002630748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003378401,"threshold_uncertainty_score":0.01786691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}