{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":117,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":117,"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":"13899ea296c9","filters":{"venue":"The Journal of Prevention of Alzheimer s Disease"}},"results":[{"id":"W2903299905","doi":"10.14283/jpad.2018.43","title":"Revisiting the Cholinergic Hypothesis in Alzheimer's Disease: Emerging Evidence from Translational and Clinical Research","year":2019,"lang":"en","type":"review","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Cholinesterase and Neurodegenerative Diseases","field":"Medicine","cited_by":355,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fondation pour la Recherche sur Alzheimer; Canadian Institutes of Health Research; Alzheimer Society; Merck Canada; AXA Research Fund; Agence Nationale de la Recherche; Sorbonne Université","keywords":"Cholinergic; Neuroscience; Dementia; Disease; Rivastigmine; Cholinergic neuron; Neurodegeneration; Medicine; Alzheimer's disease; Cholinergic system; Pathogenesis; Donepezil; Psychology; Internal medicine","authors":[{"name":"Harald Hampel","is_ca":false},{"name":"M.‐Marsel Mesulam","is_ca":false},{"name":"A. Claudio Cuello","is_ca":true},{"name":"Ara S. Khachaturian","is_ca":false},{"name":"Andrea Vergallo","is_ca":false},{"name":"Martin R. Farlow","is_ca":false},{"name":"Peter J. Snyder","is_ca":false},{"name":"Ezio Giacobini","is_ca":false},{"name":"Zaven S. Khachaturian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4067319508572091,"gpt":0.5067138568799471,"spread":0.09998190602273793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005118267,0.0003603729,0.001448916,0.0003420982,0.0002095968,0.00006216968,0.000485574,0.0001088996,0.0001043845],"category_scores_gemma":[0.002110172,0.0002003666,0.001303084,0.0004762822,0.0003683095,0.0002967697,0.00013085,0.001062057,0.00001294652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002769672,"about_ca_system_score_gemma":0.001568249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001034011,"about_ca_topic_score_gemma":0.000002935856,"domain_scores_codex":[0.9918124,0.003940345,0.00237175,0.000382047,0.001181693,0.0003117429],"domain_scores_gemma":[0.990387,0.006314656,0.001478616,0.0006990195,0.0005846736,0.0005359999],"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":[0.001969946,0.0003290528,0.003451798,0.001653395,0.002340915,0.0001096333,0.0000854741,0.00003327319,0.000005351047,0.00002844303,0.0003100243,0.9896827],"study_design_scores_gemma":[0.005805985,0.0007412873,0.4195745,0.2635103,0.1848612,0.0001472949,0.0003114298,0.0009136993,0.00003032056,0.00204752,0.1208154,0.001241099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02028087,0.9766845,0.00001210868,0.001588496,0.0002177612,0.001090279,0.0001087115,0.000005561903,0.00001169031],"genre_scores_gemma":[0.02952596,0.9688327,0.00006954298,0.00006020981,0.001365241,0.00001880853,0.00003133507,0.00005309502,0.0000430836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884416,"threshold_uncertainty_score":0.8170713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2183174223","doi":"10.14283/jpad.2014.34","title":"MAPT STUDY: A MULTIDOMAIN APPROACH FOR PREVENTING ALZHEIMER’S DISEASE: DESIGN AND BASELINE DATA","year":2014,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":261,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"National Institute on Aging; Avid Radiopharmaceuticals; Centre Hospitalier Universitaire de Toulouse; Les Laboratories Pierre Fabre","keywords":"Medicine; Randomized controlled trial; Docosahexaenoic acid; Placebo; Clinical endpoint; Psychological intervention; Pediatrics; Physical therapy; Internal medicine; Psychology; Psychiatry; Fatty acid","authors":[{"name":"Bruno Vellas","is_ca":false},{"name":"S. Gillette‐Guyonnet","is_ca":false},{"name":"J. Touchon","is_ca":false},{"name":"Thierry Dantoine","is_ca":false},{"name":"Jean‐François Dartigues","is_ca":false},{"name":"Marie-Noëlle Cuffi","is_ca":false},{"name":"Serge Bordes","is_ca":false},{"name":"Yannick Gasnier","is_ca":false},{"name":"Philippe Robert","is_ca":false},{"name":"Lawrence Bories","is_ca":false},{"name":"Olivier Rouaud","is_ca":false},{"name":"F. Desclaux","is_ca":false},{"name":"Kristel Sudres","is_ca":false},{"name":"Marc Bonnefoy","is_ca":false},{"name":"Alain Pesce","is_ca":false},{"name":"Carole Dufouil","is_ca":false},{"name":"Stéphane Lehéricy","is_ca":false},{"name":"Marie Chupin","is_ca":false},{"name":"Jean‐François Mangin","is_ca":false},{"name":"Pierre Payoux","is_ca":false},{"name":"D. Adel","is_ca":false},{"name":"Philippe Legrand","is_ca":false},{"name":"Daniel Catheline","is_ca":false},{"name":"C. Kanony","is_ca":false},{"name":"Mohammed Zaïm","is_ca":false},{"name":"Laurent Molinier","is_ca":false},{"name":"Nadège Costa","is_ca":false},{"name":"Julien Delrieu","is_ca":false},{"name":"Thierry Voisin","is_ca":false},{"name":"Catherine Faisant","is_ca":false},{"name":"Françoise Lala","is_ca":false},{"name":"F. Nourhashémi","is_ca":false},{"name":"Yves Rolland","is_ca":false},{"name":"Gabor Abellán van Kan","is_ca":false},{"name":"Charlotte Dupuy","is_ca":false},{"name":"Christelle Cantet","is_ca":false},{"name":"Philippe Cestac","is_ca":false},{"name":"Sylvie Belleville","is_ca":true},{"name":"Sherry L. Willis","is_ca":false},{"name":"Matteo Cesari","is_ca":false},{"name":"Michael W. Weiner","is_ca":false},{"name":"M. Soto","is_ca":false},{"name":"Pierre‐Jean Ousset","is_ca":false},{"name":"Sandrine Andrieu","is_ca":false},{"name":"Isabelle Carrié","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1316983394415863,"gpt":0.3844028978552472,"spread":0.252704558413661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01108119,0.0002196696,0.0004258547,0.0001892406,0.0003342074,0.00005426674,0.0007761748,0.00004110849,0.0000363861],"category_scores_gemma":[0.001170726,0.0001559302,0.0001876421,0.0001690934,0.0001655336,0.0004927749,0.0002398099,0.0002830785,0.000002024917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000176446,"about_ca_system_score_gemma":0.0002162079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001777107,"about_ca_topic_score_gemma":0.000003774907,"domain_scores_codex":[0.9950064,0.002648602,0.0009293802,0.0003033985,0.000714092,0.0003980911],"domain_scores_gemma":[0.9965564,0.0007597313,0.000860246,0.0008370438,0.0003091994,0.0006773746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.1356605,0.03280738,0.02787407,0.003546507,0.01187362,0.00005960029,0.005423519,0.01807287,0.008287901,0.0007028932,0.06487804,0.6908131],"study_design_scores_gemma":[0.02769418,0.007862843,0.1827002,0.001591495,0.03588663,0.00005747179,0.002995905,0.7213314,0.004068492,0.01203252,0.00254189,0.001236892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08412355,0.04250221,0.8610778,0.004836379,0.0005177208,0.006581966,0.0002790969,0.00004890101,0.00003234258],"genre_scores_gemma":[0.9517171,0.0001327404,0.04747981,0.0001298176,0.0003866293,0.00002958663,0.00005984137,0.00004505518,0.00001938526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8675936,"threshold_uncertainty_score":0.6358648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3014391303","doi":"10.14283/jpad.2020.21","title":"Early Detection of Mild Cognitive Impairment (MCI) in Primary Care","year":2020,"lang":"en","type":"review","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":206,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; Instituto de Salud Carlos III; Chugai Pharmaceutical; National Institute of Mental Health; Horizon 2020 Framework Programme; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas; Servier; ACADIA Pharmaceuticals; Genentech; F. Hoffmann-La Roche; Grifols; Oryzon Genomics; Queen's University; Daiichi-Sankyo; National Institute on Aging; Quest Diagnostics; Global Brain Health Institute; Consortium canadien en neurodégénérescence associée au vieillissement; Biogen; Pfizer; U.S. Department of Defense; Eli Lilly and Company; AstraZeneca; Eisai; Alnylam Pharmaceuticals; European Commission","keywords":"Cognition; Scale (ratio); Primary care; Cognitive impairment; Cognitive test; Psychology; Medicine; Risk analysis (engineering); Psychiatry; Family medicine","authors":[{"name":"Marwan N. Sabbagh","is_ca":false},{"name":"Merçé Boada","is_ca":false},{"name":"Soo Borson","is_ca":false},{"name":"M. Chilukuri","is_ca":false},{"name":"Bruno Dubois","is_ca":false},{"name":"John C. L. Ingram","is_ca":false},{"name":"Atsushi Iwata","is_ca":false},{"name":"Anton P. Porsteinsson","is_ca":false},{"name":"Katherine L. Possin","is_ca":false},{"name":"Gil D. Rabinovici","is_ca":false},{"name":"Bruno Vellas","is_ca":false},{"name":"S Chao","is_ca":false},{"name":"Andrea Vergallo","is_ca":false},{"name":"Harald Hampel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04745301443980823,"gpt":0.3664930116441402,"spread":0.319039997204332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008606183,0.0002783493,0.001408182,0.0004924303,0.00003557197,0.000009740259,0.0002199008,0.00009971129,0.0001470657],"category_scores_gemma":[0.00009756182,0.0001840649,0.001154437,0.0004781254,0.0001471666,0.0001380059,0.0001145354,0.0005934227,0.00001208026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359282,"about_ca_system_score_gemma":0.00135169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001133056,"about_ca_topic_score_gemma":0.000001574018,"domain_scores_codex":[0.9963902,0.0008728808,0.00139995,0.0001754017,0.0009473672,0.000214195],"domain_scores_gemma":[0.9971247,0.0001522543,0.001537801,0.000198783,0.0006858348,0.0003006317],"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":[0.002821904,0.001005915,0.0006024282,0.01589349,0.002820343,0.0001163525,0.0004314147,3.813132e-7,0.00003495881,0.000002086084,0.00003573759,0.976235],"study_design_scores_gemma":[0.01894197,0.01880287,0.4871922,0.2657125,0.1709865,0.0003332214,0.003022471,0.000009333089,0.002297504,0.0003087096,0.03137996,0.001012727],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01282928,0.9845983,0.00009633304,0.00004534532,0.0001033647,0.00194173,0.00008204472,0.000005106104,0.0002985327],"genre_scores_gemma":[0.2008969,0.7987954,0.00002535479,0.00002404505,0.0001146017,0.00002897295,0.00003974731,0.00003168132,0.00004335254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9752223,"threshold_uncertainty_score":0.7505948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378376050","doi":"10.14283/jpad.2023.61","title":"Burden of Illness in People with Alzheimer's Disease: A Systematic Review of Epidemiology, Comorbidities and Mortality","year":2023,"lang":"en","type":"review","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; Novo Nordisk; National Institute on Aging; Alzheimer's Drug Discovery Foundation","keywords":"Dementia; Medicine; Comorbidity; Epidemiology; Disease; Population; Cochrane Library; Life expectancy; Incidence (geometry); Gerontology; Observational study; Cognitive decline; MEDLINE; Stroke (engine); Psychiatry; Meta-analysis; Internal medicine; Environmental health","authors":[{"name":"Krista L. Lanctôt","is_ca":true},{"name":"Julie Hviid Hahn‐Pedersen","is_ca":false},{"name":"C Eichinger","is_ca":false},{"name":"Caroline Freeman","is_ca":false},{"name":"Abbe R. Clark","is_ca":false},{"name":"Luis Rafael Solís Tarazona","is_ca":false},{"name":"Jeffrey L. Cummings","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1127514686505273,"gpt":0.4295974642109702,"spread":0.3168459955604429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007167879,0.0003313153,0.004217391,0.0004082911,0.0000357962,0.00000468057,0.000341437,0.00007262327,0.0001603217],"category_scores_gemma":[0.001421575,0.0001813979,0.0008953435,0.0005478277,0.0004455779,0.0001202997,0.0001485794,0.0003632896,0.00000305338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002838971,"about_ca_system_score_gemma":0.00109574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006147985,"about_ca_topic_score_gemma":0.000007121202,"domain_scores_codex":[0.9925236,0.003183381,0.002972296,0.0002031901,0.0008633186,0.0002541745],"domain_scores_gemma":[0.9934798,0.001043529,0.003896555,0.0005695957,0.0006476918,0.0003628584],"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":[0.0003531992,0.0004241968,0.002047353,0.9799302,0.00819074,0.0000598511,0.0001107153,0.000001916296,2.376019e-7,0.00008297769,0.0001605315,0.008638105],"study_design_scores_gemma":[0.0007792207,0.0004708484,0.01789097,0.856095,0.1236019,0.000065526,0.0003020458,0.00001062226,0.000002243762,0.0003095908,0.0003079123,0.0001641626],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001758933,0.9943032,0.00003158983,0.0002012266,0.00005573939,0.003431648,0.0001821321,0.000005518756,0.00002996695],"genre_scores_gemma":[0.01246486,0.9871485,0.00002479199,0.00003056424,0.00005252859,0.0001118522,0.00007200018,0.00003631385,0.0000586227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1238352,"threshold_uncertainty_score":0.739719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206603969","doi":"10.14283/jpad.2022.16","title":"The Effects of Dual-Task Training on Cognitive and Physical Functions in Older Adults with Cognitive Impairment; A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"","keywords":"Meta-analysis; Cognitive impairment; Task (project management); Cognition; Cognitive training; Dual (grammatical number); Psychology; Physical medicine and rehabilitation; Training (meteorology); Cognitive psychology; Medicine; Psychiatry; Engineering; Internal medicine","authors":[{"name":"Nawab Ali","is_ca":false},{"name":"Hongliang Tian","is_ca":false},{"name":"Lehana Thabane","is_ca":true},{"name":"Jinhui Ma","is_ca":true},{"name":"Hailu Wu","is_ca":false},{"name":"Qian Zhong","is_ca":false},{"name":"Yujia Gao","is_ca":false},{"name":"Chun-Yan Sun","is_ca":false},{"name":"Yi Zhu","is_ca":false},{"name":"Ting Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05321826737765286,"gpt":0.3732087519630706,"spread":0.3199904845854177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002279344,0.0003357843,0.003662335,0.0004269866,0.0001299536,0.0000181586,0.000113442,0.00004289473,0.0001549591],"category_scores_gemma":[0.0006711904,0.0001494621,0.001650946,0.000791679,0.0002685224,0.00009438928,0.00008602754,0.0006187732,0.000001215682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002540106,"about_ca_system_score_gemma":0.0003538167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003617509,"about_ca_topic_score_gemma":0.000002390753,"domain_scores_codex":[0.994805,0.002788106,0.00111979,0.0002295339,0.0008508174,0.0002066921],"domain_scores_gemma":[0.9943557,0.002961612,0.001861311,0.0002225737,0.0003838549,0.0002149675],"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":[0.001616122,0.002183754,0.00002921141,0.5494785,0.4194193,0.0001101937,0.001319409,2.791071e-7,2.454645e-7,0.00001206914,0.00003133305,0.02579963],"study_design_scores_gemma":[0.001702438,0.002106657,0.001342471,0.1427283,0.8501712,0.000080789,0.001701111,0.000003406027,0.000001422113,0.0000157597,0.00003314709,0.0001132369],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003070662,0.9906448,0.00002898967,0.0001176614,0.00001488142,0.005965308,0.0001158242,0.000002901297,0.00003901925],"genre_scores_gemma":[0.1109613,0.8882281,0.000002679663,0.00007871103,0.00001709334,0.0005359406,0.00003698028,0.00002401354,0.0001152104],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.430752,"threshold_uncertainty_score":0.6094888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954332791","doi":"10.14283/jpad.2016.121","title":"RATIONALE AND STRUCTURE FOR A NEW CENTER FOR STUDIES ON PREVENTION OF ALZHEIMER’S DISEASE (STOP-AD)","year":2016,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Health Canada; McGill University","keywords":"Medicine; Randomized controlled trial; Observational study; Disease; Psychological intervention; Psychiatry; Internal medicine","authors":[{"name":"John C.S. Breitner","is_ca":true},{"name":"Judes Poirier","is_ca":true},{"name":"Pierre Étienne","is_ca":true},{"name":"Jeannie‐Marie Leoutsakos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0853591871054844,"gpt":0.3757066997312739,"spread":0.2903475126257895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001014691,0.0001709164,0.0003196095,0.000169429,0.00009654695,0.00002451389,0.0004021502,0.00002820238,0.00001736766],"category_scores_gemma":[0.0004733993,0.0001038888,0.0003734187,0.0001236375,0.0001121458,0.000641802,0.0001208001,0.00005790939,5.626102e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002314189,"about_ca_system_score_gemma":0.0004472484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.556788e-7,"about_ca_topic_score_gemma":0.000001454188,"domain_scores_codex":[0.9980617,0.0003513395,0.000764425,0.0002054324,0.0004675109,0.0001496288],"domain_scores_gemma":[0.9970609,0.0007452205,0.001086997,0.0003094221,0.0005734317,0.0002240341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01903499,0.003667514,0.001636727,0.0009892782,0.01236489,0.00001099909,0.005073608,0.03425255,0.01154813,0.1722538,0.02574098,0.7134265],"study_design_scores_gemma":[0.008054044,0.001686929,0.07106562,0.001517,0.004182125,0.00001598146,0.0001612298,0.007842518,0.01327995,0.8905714,0.001204926,0.000418334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.167204,0.01957118,0.8013932,0.008392486,0.0009101463,0.002063361,0.0004408105,0.00001734642,0.000007485343],"genre_scores_gemma":[0.9603454,0.0002183565,0.03888037,0.0001393837,0.000207662,0.0000255603,0.00001151823,0.00001918126,0.0001525132],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7931415,"threshold_uncertainty_score":0.4236462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400019154","doi":"10.14283/jpad.2024.122","title":"Amyloid and Tau Prediction of Cognitive and Functional Decline in Unimpaired Older Individuals: Longitudinal Data from the A4 and LEARN Studies","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Avid Radiopharmaceuticals; National Institutes of Health; GHR Foundation; National Institute on Aging; Foundation for Neurologic Diseases; Eli Lilly and Company; Eisai; Alzheimer's Association; American Heart Association; Brigham and Women's Hospital","keywords":"Cognition; Cognitive decline; Psychology; Longitudinal data; Amyloid (mycology); Longitudinal study; Neuroscience; Gerontology; Cognitive psychology; Dementia; Medicine; Disease; Internal medicine; Computer science; Pathology; Data mining","authors":[{"name":"Reisa A. Sperling","is_ca":false},{"name":"Michael Donohue","is_ca":false},{"name":"Robert A. Rissman","is_ca":false},{"name":"Keith A. Johnson","is_ca":false},{"name":"Dorene M. Rentz","is_ca":false},{"name":"Joshua D. Grill","is_ca":false},{"name":"Judith L. Heidebrink","is_ca":false},{"name":"Cathy A. Jenkins","is_ca":false},{"name":"Gustavo Jimenez‐Maggiora","is_ca":false},{"name":"Oliver Langford","is_ca":false},{"name":"Aiyi Liu","is_ca":false},{"name":"Rema Raman","is_ca":false},{"name":"R. Yaari","is_ca":false},{"name":"Karen C. Holdridge","is_ca":false},{"name":"J R Sims","is_ca":false},{"name":"Paul Aisen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1266549090587579,"gpt":0.388417319586383,"spread":0.2617624105276251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001906403,0.00009618765,0.0002234836,0.0001319986,0.00006727099,0.00002291684,0.00007307623,0.00002440444,0.0001102772],"category_scores_gemma":[0.0004382953,0.00005421064,0.00004850698,0.0001486851,0.000342091,0.0002869768,0.0002481452,0.000231821,6.767277e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007945979,"about_ca_system_score_gemma":0.0001482483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000022037,"about_ca_topic_score_gemma":0.00001723655,"domain_scores_codex":[0.9985322,0.0003665361,0.0004095051,0.0001436645,0.0004525325,0.00009558989],"domain_scores_gemma":[0.9986636,0.00068845,0.0001789636,0.0001215281,0.0002461753,0.0001012914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003213047,0.0007749583,0.9460964,0.0002883338,0.005985984,0.0000475553,0.002114169,0.000004441675,0.0007316786,0.00004246748,0.002135766,0.03856518],"study_design_scores_gemma":[0.002278323,0.0005381243,0.9856457,0.001679524,0.004543755,0.00004320918,0.003277845,0.0004080364,0.0002099394,0.00128941,0.00004624069,0.00003992474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9074275,0.08943154,0.0002867741,0.002203929,0.00006350192,0.0003257059,0.0002448273,0.00000367338,0.00001248177],"genre_scores_gemma":[0.9941643,0.005518015,0.00003353683,0.00006624154,0.0001051579,0.000004177492,0.00005969609,0.000007581838,0.00004127706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08673675,"threshold_uncertainty_score":0.2210646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312703859","doi":"10.14283/jpad.2022.102","title":"Establishing Clinically Meaningful Change on Outcome Assessments Frequently Used in Trials of Mild Cognitive Impairment Due to Alzheimer's Disease","year":2022,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Clinical Dementia Rating; Dementia; Rating scale; Clinical trial; Clinical Global Impression; Cognition; Disease; Psychology; Medicine; Alzheimer's disease; Placebo; Psychiatry; Internal medicine; Pathology; Developmental psychology","authors":[{"name":"C.J. Lansdall","is_ca":false},{"name":"Fiona McDougall","is_ca":false},{"name":"Lesley M. Butler","is_ca":false},{"name":"Paul Delmar","is_ca":false},{"name":"Nathalie Pross","is_ca":false},{"name":"Shanshan Qin","is_ca":false},{"name":"Lori McLeod","is_ca":false},{"name":"Xiaolei Zhou","is_ca":false},{"name":"Geoffrey A. Kerchner","is_ca":false},{"name":"Rachelle S. Doody","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2229060928728862,"gpt":0.4696176622845182,"spread":0.246711569411632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0128123,0.0002705283,0.001120205,0.0007565502,0.0001331641,0.00003068484,0.0004399015,0.00003976509,0.00148707],"category_scores_gemma":[0.001597557,0.0002003193,0.0008537997,0.0005848271,0.0001120546,0.0003523775,0.0003183156,0.0006073629,0.00000858168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122566,"about_ca_system_score_gemma":0.0007005376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004962823,"about_ca_topic_score_gemma":0.000004597633,"domain_scores_codex":[0.9911049,0.003265074,0.002699325,0.0002868757,0.002241869,0.000401974],"domain_scores_gemma":[0.9951172,0.001106435,0.002012321,0.0003717656,0.0006024748,0.000789749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07987829,0.01864399,0.8590763,0.0002897518,0.006994484,0.001026259,0.002226985,0.0002556161,0.0008150044,0.0001706321,0.001048272,0.02957441],"study_design_scores_gemma":[0.01032681,0.006946219,0.9684765,0.001234771,0.008920928,0.0000136765,0.001958215,0.0000975743,0.001019236,0.0007456804,0.00005691589,0.000203496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906157,0.002503176,0.0002729885,0.002586792,0.0003554309,0.003155189,0.0003343527,0.00001069154,0.0001656295],"genre_scores_gemma":[0.998278,0.00009353209,0.0001830788,0.0009569284,0.0001737378,0.0001675002,0.00005273307,0.00003710226,0.00005735849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1094002,"threshold_uncertainty_score":0.9994257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901927471","doi":"10.14283/jpad.2017.26","title":"CLINICAL EFFECTS OF TRAMIPROSATE IN APOE4/4 HOMOZYGOUS PATIENTS WITH MILD ALZHEIMER’S DISEASE SUGGEST DISEASE MODIFICATION POTENTIAL","year":2017,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Disease; Medicine; Alzheimer's disease; Internal medicine","authors":[{"name":"Susan Abushakra","is_ca":false},{"name":"Anton P. Porsteinsson","is_ca":false},{"name":"Philip Scheltens","is_ca":false},{"name":"Carl Sadowsky","is_ca":false},{"name":"Bruno Vellas","is_ca":false},{"name":"Jeffrey L. Cummings","is_ca":false},{"name":"S. Gauthier","is_ca":true},{"name":"John A. Hey","is_ca":false},{"name":"Ann Power","is_ca":false},{"name":"P. Wang","is_ca":false},{"name":"Li‐Jiuan Shen","is_ca":false},{"name":"Martin Tolar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03883847394112554,"gpt":0.3703448839955253,"spread":0.3315064100543997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273539,0.0002394413,0.0005526839,0.0002492681,0.0001693809,0.00004026698,0.0004748948,0.00005397898,0.00008860877],"category_scores_gemma":[0.000529508,0.0001591033,0.0005033467,0.0001338238,0.0005827502,0.0004575377,0.0001179554,0.0003508999,0.000007610514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000023819,"about_ca_system_score_gemma":0.0006107928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001967158,"about_ca_topic_score_gemma":0.000002929008,"domain_scores_codex":[0.9964454,0.0006371843,0.001126661,0.0002542895,0.00122284,0.0003136286],"domain_scores_gemma":[0.9958035,0.0001296797,0.001546753,0.0007968069,0.0008089003,0.0009142957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02748961,0.009465368,0.9262002,0.0004193268,0.001649277,0.0003138047,0.00008790158,0.00007013778,0.0001886254,0.00004886982,0.0001792636,0.03388759],"study_design_scores_gemma":[0.00974996,0.001388244,0.9764022,0.001167509,0.009726779,0.000003225053,0.00002990436,0.0002617749,0.0005478525,0.0005547698,0.00001733261,0.0001504231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925032,0.004358373,0.0003565784,0.0008185656,0.0002177871,0.001624512,0.0000627529,0.000007723018,0.00005052331],"genre_scores_gemma":[0.9989923,0.0005362287,0.0001046328,0.00005943101,0.0001347853,0.00002632493,0.00004812545,0.00003170786,0.0000664345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05020201,"threshold_uncertainty_score":0.6488044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3116871973","doi":"10.14283/jpad.2020.70","title":"A Web-Based Multidomain Lifestyle Intervention for Older Adults: The eMIND Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Fondation pour la Recherche Médicale","keywords":"Randomized controlled trial; Intervention (counseling); Medicine; Physical therapy; Quality of life (healthcare); Cognition; Gerontology; Nursing","authors":[{"name":"Philipe de Souto Barreto","is_ca":false},{"name":"Kristell Pothier","is_ca":false},{"name":"Gaëlle Soriano","is_ca":false},{"name":"Maxime Lussier","is_ca":true},{"name":"Louis Bherer","is_ca":true},{"name":"Sophie Guyonnet","is_ca":false},{"name":"Antoine Piau","is_ca":false},{"name":"Pierre Jean Ousset","is_ca":false},{"name":"Bruno Vellas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01608982360615437,"gpt":0.3363929674538638,"spread":0.3203031438477095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006062568,0.0001426243,0.0008231939,0.000124954,0.0001034248,0.00002762733,0.0001536119,0.00003995035,0.000899011],"category_scores_gemma":[0.00229627,0.00007022431,0.002008491,0.0001449276,0.0001786524,0.00009940565,0.00003632966,0.0001909014,0.000004097833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001882199,"about_ca_system_score_gemma":0.0006308345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002474297,"about_ca_topic_score_gemma":0.000001943129,"domain_scores_codex":[0.995945,0.001923935,0.001146151,0.0001172151,0.0006836535,0.0001840208],"domain_scores_gemma":[0.9961866,0.00126693,0.0009749514,0.0002403321,0.001148501,0.0001826617],"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":[0.9857366,0.002603393,0.0001806192,0.0001052841,0.002836392,0.00001882289,0.0001344644,0.000007878025,0.0004172698,0.00004064187,0.0006640087,0.007254624],"study_design_scores_gemma":[0.9746268,0.0009775315,0.004205988,0.001039813,0.01284457,0.00001498033,0.0005710672,0.00184944,0.003251829,0.0004316097,0.0001162058,0.00007011936],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680071,0.01003777,0.009336921,0.004077293,0.0004075948,0.007952508,0.00002202457,0.00000798008,0.0001508366],"genre_scores_gemma":[0.9980761,0.0001453338,0.0002751138,0.0002084694,0.0002663564,0.0003232776,0.00002129863,0.00001609593,0.0006679406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03006904,"threshold_uncertainty_score":0.984354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285190720","doi":"10.14283/jpad.2022.63","title":"Oral Tau Aggregation Inhibitor for Alzheimer's Disease: Design, Progress and Basis for Selection of the 16 mg/day Dose in a Phase 3, Randomized, Placebo-Controlled Trial of Hydromethylthionine Mesylate","year":2022,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Placebo; Biomarker; Medicine; Clinical trial; Internal medicine; Oncology; Atrophy; Pathology; Chemistry","authors":[{"name":"Claude M. Wischik","is_ca":false},{"name":"Peter Bentham","is_ca":false},{"name":"Serge Gauthier","is_ca":true},{"name":"Stacey Miller","is_ca":false},{"name":"Karin A. Kook","is_ca":false},{"name":"B. Schelter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03632448289961169,"gpt":0.3509823022406565,"spread":0.3146578193410448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005747901,0.0002587463,0.001211001,0.0004195855,0.0002236858,0.00001437196,0.0002184703,0.00005101298,0.0001185865],"category_scores_gemma":[0.00115188,0.0001555498,0.001095337,0.0004547327,0.0003462496,0.0002297633,0.00008704578,0.0002208682,1.991158e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000891104,"about_ca_system_score_gemma":0.001175979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001359734,"about_ca_topic_score_gemma":0.000002612441,"domain_scores_codex":[0.9944712,0.002487265,0.001547254,0.0002205987,0.0009861747,0.0002875319],"domain_scores_gemma":[0.995472,0.001144322,0.002121731,0.0002946049,0.0006024039,0.0003649053],"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":[0.9690203,0.005157513,0.0003391615,0.0001399564,0.01447802,0.000006492571,0.0001923658,0.0003385421,0.0002715395,0.00006300174,0.0001954502,0.009797648],"study_design_scores_gemma":[0.9406495,0.004541436,0.002002538,0.000456125,0.03768278,0.00001294961,0.0001270892,0.006040819,0.00539443,0.002922552,0.00002019676,0.0001495731],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9169419,0.05715084,0.001843543,0.001638007,0.0003185892,0.02176967,0.0003188798,0.00001186839,0.000006701331],"genre_scores_gemma":[0.9973159,0.0003354677,0.0006154172,0.00002254819,0.0001210274,0.001490103,0.00003891626,0.00003647875,0.00002414258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.080374,"threshold_uncertainty_score":0.6343136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897927365","doi":"10.14283/jpad.2018.28","title":"Assessment of Instrumental Activities of Daily Living in Older Adults with Subjective Cognitive Decline Using the Virtual Reality Functional Capacity Assessment Tool (VRFCAT)","year":2018,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Activities of daily living; Virtual reality; Psychology; Cognition; Gerontology; Cognitive decline; Cognitive psychology; Applied psychology; Human–computer interaction; Computer science; Medicine; Dementia; Neuroscience","authors":[{"name":"Anzalee Khan","is_ca":false},{"name":"Daniel Ulshen","is_ca":false},{"name":"Arabella Charlotte Vaughan","is_ca":false},{"name":"D. Balentin","is_ca":false},{"name":"Hannah Dickerson","is_ca":false},{"name":"Lora E. Liharska","is_ca":false},{"name":"Brenda L. Plassman","is_ca":false},{"name":"Kathleen A. Welsh‐Bohmer","is_ca":false},{"name":"Richard S.E. Keefe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03851641556827454,"gpt":0.3610651512456858,"spread":0.3225487356774113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002311917,0.0001611504,0.0003888748,0.0002089654,0.0001015526,0.00001186873,0.000137083,0.00003613337,0.0004085494],"category_scores_gemma":[0.0001361915,0.0000945704,0.0002053526,0.0002785977,0.0007208893,0.000357219,0.0001267554,0.0003162981,2.71772e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032556,"about_ca_system_score_gemma":0.001065637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001195562,"about_ca_topic_score_gemma":0.00005366753,"domain_scores_codex":[0.9969187,0.00080584,0.0007550151,0.0001451485,0.001182998,0.0001922461],"domain_scores_gemma":[0.9972362,0.0003800029,0.00103063,0.0001863151,0.001053936,0.0001129123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01075421,0.005436208,0.9619209,0.0001895339,0.002617756,0.00001264896,0.002408223,0.00006127808,0.009126678,0.0001804411,0.00001689206,0.007275227],"study_design_scores_gemma":[0.004062032,0.002740951,0.965854,0.002119968,0.002037243,0.00003281859,0.01063151,0.0007522849,0.01155761,0.0001268441,5.744288e-7,0.0000841685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922182,0.000141676,0.006281625,0.000127854,0.00007849569,0.0008154412,0.00006002499,0.0000028675,0.0002738414],"genre_scores_gemma":[0.9994715,0.00004113905,0.0003030951,0.00004443056,0.00008502499,0.00001204709,0.00000912465,0.0000128616,0.00002073398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008223285,"threshold_uncertainty_score":0.4473329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406235559","doi":"10.1016/j.tjpad.2024.100016","title":"Blarcamesine for the treatment of Early Alzheimer's Disease: Results from the ANAVEX2-73-AD-004 Phase IIB/III trial","year":2025,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Pharmacological Receptor Mechanisms and Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; Dynacast (Canada); Greenfield Research (Canada); University of British Columbia Hospital; Bruyère; Western University; Baycrest Hospital; South Health Campus; Parkwood Institute; SKiN Health; Island Health","funders":"","keywords":"Disease; Medicine; Internal medicine","authors":[{"name":"Stephen Macfarlane","is_ca":false},{"name":"Timo Grimmer","is_ca":false},{"name":"Ken Teo","is_ca":false},{"name":"Terence J. O’Brien","is_ca":false},{"name":"Mark Woodward","is_ca":false},{"name":"Jennifer Grunfeld","is_ca":false},{"name":"Alastair Mander","is_ca":false},{"name":"Amy Brodtmann","is_ca":false},{"name":"Bruce J. Brew","is_ca":false},{"name":"Philip Morris","is_ca":false},{"name":"C Short","is_ca":false},{"name":"Susan Kurrle","is_ca":false},{"name":"Rosalyn Lai","is_ca":false},{"name":"Sneha Bharadwaj","is_ca":false},{"name":"Peter Drysdale","is_ca":false},{"name":"Jonathan Sturm","is_ca":false},{"name":"Simon J.G. Lewis","is_ca":false},{"name":"Dávid Barton","is_ca":false},{"name":"Chris Kalafatis","is_ca":false},{"name":"Richard Perry","is_ca":false},{"name":"Nicholas Mannering","is_ca":false},{"name":"Josephine Emer MacSweeney","is_ca":false},{"name":"Stephen Pearson","is_ca":false},{"name":"Craig Evans","is_ca":false},{"name":"Vivek Krishna","is_ca":false},{"name":"Alex Thompson","is_ca":false},{"name":"Malathy Munisamy","is_ca":false},{"name":"Neel S. Bhatt","is_ca":false},{"name":"Aliya Asher","is_ca":false},{"name":"Jennifer Lynch","is_ca":false},{"name":"Sterre Malou Rutgers","is_ca":false},{"name":"P. L. J. Dautzenberg","is_ca":false},{"name":"Niels D. Prins","is_ca":false},{"name":"Patrick Oschmann","is_ca":false},{"name":"Paweł Tacik","is_ca":false},{"name":"Oliver Peters","is_ca":false},{"name":"Jens Wiltfang","is_ca":false},{"name":"Alexandre Henri‐Bhargava","is_ca":true},{"name":"Eric E. Smith","is_ca":true},{"name":"Stephen Pasternak","is_ca":true},{"name":"Andrew Frank","is_ca":true},{"name":"Howard Chertkow","is_ca":true},{"name":"Ging‐Yuek Robin Hsiung","is_ca":true},{"name":"Sharon Cohen","is_ca":false},{"name":"Luca M. Villa","is_ca":false},{"name":"Elizabeth Gordón","is_ca":false},{"name":"Thomas Jubault","is_ca":true},{"name":"Nicolas Guizard","is_ca":true},{"name":"A. Tucker","is_ca":false},{"name":"Walter E. Kaufmann","is_ca":false},{"name":"Kun Jin","is_ca":false},{"name":"William R Chezem","is_ca":false},{"name":"Christopher U. Missling","is_ca":false},{"name":"Marwan N. Sabbagh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03982232699634509,"gpt":0.3600186675016275,"spread":0.3201963405052824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008261529,0.000192179,0.000295935,0.00003534746,0.0001595687,0.00001884386,0.0004571118,0.00006358522,0.00006412521],"category_scores_gemma":[0.0002576221,0.00009081883,0.0006764521,0.000114273,0.0001671027,0.00001220928,0.00006510215,0.00008788608,9.87721e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001242176,"about_ca_system_score_gemma":0.0002884551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002427575,"about_ca_topic_score_gemma":0.000004220371,"domain_scores_codex":[0.9982788,0.0004195582,0.0006729115,0.000179971,0.0002637621,0.000184972],"domain_scores_gemma":[0.9979043,0.0003941563,0.0008669149,0.0004448135,0.0002143633,0.0001754805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.5912525,0.007332092,0.00005987654,0.00003039858,0.01246913,0.00001217608,0.0003871952,0.0007101579,0.2414932,0.0002562749,0.01272461,0.1332724],"study_design_scores_gemma":[0.2180291,0.02153612,0.01652157,0.0004673058,0.04655726,0.000002880854,0.0003450632,0.0009741178,0.6446888,0.008944422,0.04138524,0.0005482066],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925374,0.06635195,0.002672309,0.002378048,0.0007647092,0.001778552,0.0006504263,0.000004870366,0.00002514795],"genre_scores_gemma":[0.9962395,0.002808032,0.0001175883,0.0001851909,0.0003960258,0.00004754202,0.00007164132,0.00001283399,0.0001216578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4031956,"threshold_uncertainty_score":0.3703485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2419339900","doi":"10.14283/jpad.2015.75","title":"BRIDGING THE TRANSLATION GAP: FROM DEMENTIA RISK ASSESSMENT TO ADVICE ON RISK REDUCTION","year":2015,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Health and Medical Research Council; National Institute on Aging; National Institutes of Health; Dementia Collaborative Research Centres, Australia","keywords":"Dementia; Bridging (networking); Population ageing; Medicine; Risk assessment; Clinical Practice; Risk analysis (engineering); Psychology; Population; Gerontology; Family medicine; Environmental health; Computer science; Disease; Pathology","authors":[{"name":"Kaarin J. Anstey","is_ca":false},{"name":"Ranmalee Eramudugolla","is_ca":false},{"name":"Diane Hosking","is_ca":false},{"name":"Nicola T. Lautenschlager","is_ca":false},{"name":"R. A. Dixon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06328637871156703,"gpt":0.3770903530405155,"spread":0.3138039743289485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002733639,0.0001179704,0.0001891607,0.0001441098,0.0001341127,0.00002803844,0.0001610309,0.00002428112,0.0002508008],"category_scores_gemma":[0.0001588322,0.00006858243,0.0002233107,0.0002063766,0.00006003338,0.0002005862,0.00003234172,0.0002648413,0.00002373824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004288549,"about_ca_system_score_gemma":0.0002872145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009424458,"about_ca_topic_score_gemma":0.000004592564,"domain_scores_codex":[0.9972601,0.0009272795,0.0005128681,0.0001194055,0.001021735,0.0001586455],"domain_scores_gemma":[0.99818,0.0000917837,0.0006043214,0.0002609389,0.0005301065,0.0003328344],"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":[0.02042314,0.004390155,0.1727447,0.00006185429,0.01076224,0.00003495542,0.003892581,0.00401381,0.009681839,0.0001174102,0.01702671,0.7568507],"study_design_scores_gemma":[0.003706012,0.001872504,0.969658,0.0003539101,0.01322728,0.00001482208,0.001222771,0.00153826,0.004337887,0.003036145,0.0009191578,0.0001132251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743966,0.00313294,0.01626408,0.004339434,0.0002746643,0.0007556976,0.0000377212,0.00001265577,0.0007862038],"genre_scores_gemma":[0.9980896,0.0003457932,0.001006427,0.0001185173,0.0003340675,0.000009739814,0.00001364746,0.00001382268,0.00006840899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7969133,"threshold_uncertainty_score":0.279671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048846913","doi":"10.14283/jpad.2020.40","title":"Nutrition to Prevent or Treat Cognitive Impairment in Older Adults: A GRADE Recommendation","year":2021,"lang":"en","type":"review","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Diet and metabolism studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"","keywords":"Cognitive decline; Cognition; Mediterranean diet; Medicine; Ketogenic diet; Gerontology; Environmental health; Vitamin; Disease; Dementia; Internal medicine; Psychiatry","authors":[{"name":"Fanny Buckinx","is_ca":true},{"name":"Mylène Aubertin‐Leheudre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06688218065896182,"gpt":0.3954233788902267,"spread":0.3285411982312648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008546207,0.0003055121,0.001631256,0.0004214073,0.00004171246,0.0000117256,0.0001209442,0.00008219662,0.0004601023],"category_scores_gemma":[0.0002216168,0.0001767546,0.000922853,0.0004722436,0.0000418514,0.0001276494,0.00008113937,0.0002975615,0.000008854703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000869199,"about_ca_system_score_gemma":0.0005766443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006127934,"about_ca_topic_score_gemma":0.000005896496,"domain_scores_codex":[0.9971191,0.0007350955,0.001366778,0.0001894768,0.0003951387,0.0001943615],"domain_scores_gemma":[0.9978182,0.0001724587,0.001153958,0.000193282,0.0003966649,0.000265454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00183163,0.006721077,0.00001029675,0.008435035,0.002022264,0.00006649752,0.0007907174,3.205757e-7,6.984644e-7,0.000007071314,0.003715529,0.9763989],"study_design_scores_gemma":[0.01265494,0.003140989,0.007636997,0.5420992,0.1214993,0.0002388102,0.004186672,0.000003011331,0.00009197889,0.0001523272,0.3076106,0.0006851691],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001028937,0.9950328,0.00004705396,0.0006565258,0.0002899308,0.002791816,0.00009636193,0.000005856202,0.00005072105],"genre_scores_gemma":[0.001734288,0.9971694,0.0001594825,0.00007416065,0.0003005793,0.0001588977,0.0001451151,0.00003255112,0.0002254789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9757137,"threshold_uncertainty_score":0.7207842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944361981","doi":"10.14283/jpad.2019.12","title":"Combination Therapy for Alzheimer's Disease: Perspectives of the EU/US CTAD Task Force","year":2019,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Genentech; Grifols; Sanofi","keywords":"Task force; Disease; Task (project management); European union; Clinical trial; Medicine; Alzheimer's disease; Neuroscience; Psychology; Political science; Business; Engineering; Pathology; Public administration","authors":[{"name":"Serge Gauthier","is_ca":true},{"name":"Jamshed Alam","is_ca":false},{"name":"Howard Fillit","is_ca":false},{"name":"Takeshi Iwatsubo","is_ca":false},{"name":"Marwan N. Sabbagh","is_ca":false},{"name":"Stephen Salloway","is_ca":false},{"name":"Cristina Sampaio","is_ca":false},{"name":"John R. Sims","is_ca":false},{"name":"B Sperling","is_ca":false},{"name":"Reisa A. Sperling","is_ca":false},{"name":"Kathleen A. Welsh‐Bohmer","is_ca":false},{"name":"J. Touchon","is_ca":false},{"name":"Bruno Vellas","is_ca":false},{"name":"Paul Aisen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02672791174250615,"gpt":0.3312113517390521,"spread":0.3044834399965459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007472248,0.0002419723,0.0004772264,0.0001720926,0.0001400313,0.0000168267,0.0004047852,0.00005180902,0.0002911682],"category_scores_gemma":[0.0001419083,0.0001363915,0.0009864569,0.0002753176,0.0002877188,0.0003005011,0.00007576406,0.0001999263,0.00001110182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004694817,"about_ca_system_score_gemma":0.000845638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000103951,"about_ca_topic_score_gemma":6.90749e-7,"domain_scores_codex":[0.9973763,0.0004023682,0.0006966877,0.0002017078,0.001033792,0.0002891886],"domain_scores_gemma":[0.9966766,0.0001993413,0.001009887,0.0006499658,0.000992856,0.0004714123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1679921,0.05063447,0.3784473,0.001591482,0.2818547,0.000124054,0.006880371,0.001253527,0.01264269,0.02594546,0.01263753,0.05999637],"study_design_scores_gemma":[0.01259943,0.002231515,0.9494732,0.000734972,0.01885536,0.00001879556,0.001004804,0.0004561584,0.006141606,0.007827019,0.0004204535,0.0002367091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626789,0.1303317,0.0001072084,0.003349047,0.0002443398,0.002855786,0.0001782705,0.00001359577,0.0002411368],"genre_scores_gemma":[0.9980019,0.001428389,0.00008753454,0.0001154219,0.0001125111,0.0000331075,0.00002589318,0.00003918037,0.0001560601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5710259,"threshold_uncertainty_score":0.5561883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205281729","doi":"10.14283/jpad.2022.5","title":"The SINgapore GERiatric Intervention Study to Reduce Cognitive Decline and Physical Frailty (SINGER): Study Design and Protocol","year":2022,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council","keywords":"Dementia; Cognitive decline; Cognition; Randomized controlled trial; Medicine; Psychological intervention; Cognitive training; Physical therapy; Gerontology; Neuropsychology; Montreal Cognitive Assessment; Intervention (counseling); Physical medicine and rehabilitation; Cognitive impairment; Psychiatry; Disease","authors":[{"name":"Xin Xu","is_ca":false},{"name":"Kimberly Ann Chew","is_ca":false},{"name":"ZiYi Wong","is_ca":false},{"name":"April Ka Sin Phua","is_ca":false},{"name":"Eddie Chong","is_ca":false},{"name":"Cheng Kwong Teo","is_ca":false},{"name":"Nila A Sathe","is_ca":false},{"name":"Yu Chung Chooi","is_ca":false},{"name":"Wan-Ting Chia","is_ca":false},{"name":"Christiani Jeyakumar Henry","is_ca":false},{"name":"E. Chew","is_ca":false},{"name":"M. Wang","is_ca":false},{"name":"Andrea B. Maier","is_ca":false},{"name":"Nagaendran Kandiah","is_ca":false},{"name":"Christopher Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05758505336039987,"gpt":0.3911975910647488,"spread":0.333612537704349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002744245,0.0001493148,0.0003027032,0.0001263851,0.0003462552,0.00003486852,0.0001714223,0.00001078185,0.00004382964],"category_scores_gemma":[0.0004089494,0.00009143427,0.0001371579,0.0002662828,0.0001032741,0.00012465,0.0003108819,0.0003125943,9.510498e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003123199,"about_ca_system_score_gemma":0.0001357485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001257688,"about_ca_topic_score_gemma":0.000003979974,"domain_scores_codex":[0.9967991,0.001577298,0.0006277533,0.0001639918,0.0006913362,0.0001405456],"domain_scores_gemma":[0.9982718,0.0003388378,0.0006399997,0.0002222167,0.0003100336,0.0002170842],"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":[0.1397355,0.1006092,0.08785971,0.0004137743,0.0112542,0.0004681584,0.06613807,0.0009932417,0.003758553,0.00003643714,0.004124455,0.5846087],"study_design_scores_gemma":[0.01648377,0.0288145,0.9118939,0.0003723864,0.009399737,0.0001482662,0.02985125,0.0005511064,0.0007923121,0.00133628,0.000148397,0.0002080757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548617,0.0005597636,0.0006790821,0.001031912,0.00008484354,0.04275839,0.000008193723,0.000008703119,0.000007412501],"genre_scores_gemma":[0.9968215,0.000005273817,0.0001547582,0.00005102156,0.0001279538,0.002724659,0.000001385107,0.00001940301,0.00009402345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8240342,"threshold_uncertainty_score":0.3728581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3090134783","doi":"10.14283/jpad.2020.64","title":"Polygenic Risk Scoring is an Effective Approach to Predict Those Individuals Most Likely to Decline Cognitively Due to Alzheimer's Disease","year":2021,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; University of Southern California; Eli Lilly and Company; Cardiff University; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Disease; Cognitive decline; Alzheimer's Disease Neuroimaging Initiative; Neuroimaging; Cognition; Alzheimer's disease; Medicine; Neuropsychology; Biomarker; Effects of sleep deprivation on cognitive performance; Dementia; Clinical psychology; Psychology; Internal medicine; Psychiatry; Biology; Genetics","authors":[{"name":"Paula Daunt","is_ca":false},{"name":"Clive Ballard","is_ca":false},{"name":"Byron Creese","is_ca":false},{"name":"Greg Davidson","is_ca":false},{"name":"John Hardy","is_ca":false},{"name":"Olusegun Oshota","is_ca":false},{"name":"Richard Pither","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04174237865129275,"gpt":0.3520900544714949,"spread":0.3103476758202021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002590575,0.0003549595,0.0006571195,0.0005282786,0.0002269631,0.00008527679,0.0004437461,0.00005979088,0.0003681024],"category_scores_gemma":[0.0009773204,0.0002713446,0.0004912509,0.001044241,0.0001031687,0.0003977299,0.0004891882,0.0004411218,0.00007438915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005387847,"about_ca_system_score_gemma":0.0009057275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002916603,"about_ca_topic_score_gemma":0.000003752493,"domain_scores_codex":[0.9950097,0.001361369,0.0009382015,0.0004727583,0.00168023,0.0005377279],"domain_scores_gemma":[0.994198,0.0002355399,0.0004956674,0.0005794155,0.001688717,0.00280267],"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":[0.04151201,0.02229887,0.4327429,0.0004609672,0.02297505,0.001180792,0.007797386,0.0007061995,0.00915141,0.0001265592,0.009874529,0.4511733],"study_design_scores_gemma":[0.003173321,0.002643713,0.9612104,0.0009601421,0.01451158,0.00006727461,0.000865058,0.000113739,0.01532148,0.0005646343,0.0002876204,0.0002811012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784675,0.006862089,0.008069172,0.002539089,0.0001740609,0.002967666,0.000542054,0.00002625026,0.0003521382],"genre_scores_gemma":[0.9946538,0.0001743204,0.002115275,0.002208409,0.0004464333,0.0001303916,0.00006050309,0.0000590279,0.0001518381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5284674,"threshold_uncertainty_score":0.9999739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379032798","doi":"10.14283/jpad.2023.65","title":"Protocol for the Brain Health Support Program Study of the Canadian Therapeutic Platform Trial for Multidomain Interventions to Prevent Dementia (CAN-THUMBS UP): A Prospective 12-Month Intervention Study","year":2023,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Canadian Institutes of Health Research; Alzheimer Society; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Psychological intervention; Intervention (counseling); Medicine; Protocol (science); Clinical trial; Gerontology; Nursing; Alternative medicine","authors":[{"name":"Howard Feldman","is_ca":false},{"name":"Sylvie Belleville","is_ca":false},{"name":"Haakon B. Nygaard","is_ca":false},{"name":"Manuel Montero‐Odasso","is_ca":false},{"name":"J. Durant","is_ca":false},{"name":"J-L Lupo","is_ca":false},{"name":"Carolyn Revta","is_ca":false},{"name":"S. Chan","is_ca":false},{"name":"Marc Cuesta","is_ca":false},{"name":"Penelope Slack","is_ca":false},{"name":"Shawn Winer","is_ca":false},{"name":"Paul Brewster","is_ca":false},{"name":"Scott M. Hofer","is_ca":false},{"name":"Aaron G. Lim","is_ca":false},{"name":"Andrew Centen","is_ca":false},{"name":"Diane M. Jacobs","is_ca":false},{"name":"Nicole D. Anderson","is_ca":false},{"name":"Jennifer Walker","is_ca":false},{"name":"Mark Speechley","is_ca":false},{"name":"Guangyong Zou","is_ca":false},{"name":"Howard Chertkow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.138224535850588,"gpt":0.4786152842462407,"spread":0.3403907483956526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00692154,0.0002134737,0.0004542442,0.0003515781,0.0004975154,0.00005094189,0.0004999069,0.00003388507,0.0001224889],"category_scores_gemma":[0.0003718132,0.0001127408,0.0009928703,0.0004942314,0.0001091956,0.0001287089,0.0001381122,0.0002376522,0.000001732212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651701,"about_ca_system_score_gemma":0.001231734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518697,"about_ca_topic_score_gemma":0.03430435,"domain_scores_codex":[0.9961987,0.0008018984,0.001417295,0.0002239052,0.0009354767,0.0004227029],"domain_scores_gemma":[0.9970384,0.0002537728,0.001149812,0.0004588376,0.0007576551,0.0003415719],"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":[0.3066977,0.1467785,0.09789091,0.003263598,0.03707954,0.00002053688,0.03239234,0.0002437112,0.0001946117,0.0003706005,0.0148225,0.3602455],"study_design_scores_gemma":[0.1188055,0.09722949,0.7513989,0.001248517,0.008319155,0.000007177376,0.01964369,0.0002842571,0.000440287,0.001611137,0.0008257494,0.0001861888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4461803,0.0001183505,0.0009235214,0.005542913,0.0003331273,0.546743,0.0001158002,0.00002218593,0.00002069287],"genre_scores_gemma":[0.876404,0.00000205066,0.00005021237,0.00009450848,0.0000977787,0.1227977,0.0000120329,0.00003047176,0.0005111755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6535079,"threshold_uncertainty_score":0.9833171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946158517","doi":"10.14283/jpad.2019.26","title":"Financial Management Skills in Aging, MCI and Dementia: Cross Sectional Relationship to 18F-Florbetapir PET Cortical β-amyloid Deposition","year":2019,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dementia; Internal medicine; Psychology; Biomarker; Neuroimaging; Cognitive reserve; Pathological; Medicine; Disease; Amyloid (mycology); Cardiology; Finance; Pathology; Neuroscience; Biology","authors":[{"name":"Sierra N. Tolbert","is_ca":false},{"name":"Y. Liu","is_ca":false},{"name":"Caroline Hellegers","is_ca":false},{"name":"Jeffrey R. Petrella","is_ca":false},{"name":"Myron Weiner","is_ca":false},{"name":"Terence Z. Wong","is_ca":false},{"name":"P. Murali Doraiswamy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01791924189479748,"gpt":0.3334400047057516,"spread":0.3155207628109541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001223598,0.0001022045,0.0001832528,0.0002740971,0.00007838991,0.00002690355,0.00009176933,0.00002152881,0.0004167427],"category_scores_gemma":[0.00009301969,0.0000789934,0.000135239,0.0002066569,0.00006723979,0.0002017575,0.0000799959,0.000239351,0.00002827833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003574405,"about_ca_system_score_gemma":0.0001141701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004178038,"about_ca_topic_score_gemma":0.000003355664,"domain_scores_codex":[0.9982749,0.0002449462,0.000548619,0.0001323858,0.0006161224,0.000183073],"domain_scores_gemma":[0.999163,0.00007877906,0.0002034416,0.0001370181,0.000225116,0.000192609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00136928,0.0007712023,0.9936239,0.0001048642,0.0003628242,0.00007642037,0.00009159617,0.00008515432,0.0006923749,0.0004824873,0.0001304163,0.00220955],"study_design_scores_gemma":[0.002528976,0.0004621695,0.9932122,0.0002933644,0.001016137,0.00008289783,0.00007202198,0.00007225926,0.000768962,0.001367433,0.00005119782,0.0000724227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995787,0.0009832188,0.001575536,0.0004469387,0.0001302622,0.0006715982,0.000006982988,0.000004701102,0.0003937463],"genre_scores_gemma":[0.9988431,0.00009442175,0.0004872189,0.0001529343,0.00006866471,0.00001099058,0.000009877212,0.000009591094,0.0003231646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003056121,"threshold_uncertainty_score":0.456304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285684531","doi":"10.14283/jpad.2022.48","title":"The Future of AD Clinical Trials with the Advent of Anti-Amyloid Therapies: An CTAD Task Force Report","year":2022,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alzheimer Society of Canada","funders":"Avid Radiopharmaceuticals; National Institutes of Health; Genentech; Grifols; H. Lundbeck A/S; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; Novo Nordisk; Eisai; Prothena; Pfizer; Demensförbundet; Regeneron Pharmaceuticals; GHR Foundation; Danone; Biogen; AstraZeneca; Eli Lilly and Company; Amgen; Alzheimer's Drug Discovery Foundation; Sanofi; National Institute on Aging; Alzheimer's Association","keywords":"Clinical trial; Medicine; Dementia; Amyloid (mycology); Disease; Placebo; Task force; Cognitive decline; Oncology; Internal medicine; Pathology; Alternative medicine","authors":[{"name":"Julien Delrieu","is_ca":false},{"name":"Randall J. Bateman","is_ca":true},{"name":"J. Touchon","is_ca":false},{"name":"Marwan Sabbagh","is_ca":false},{"name":"Jeffrey L. Cummings","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3964248221574626,"gpt":0.559941673221779,"spread":0.1635168510643164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06904081,0.000203106,0.001332771,0.00006210893,0.00025929,0.00001625777,0.001067081,0.00006719132,0.0004078689],"category_scores_gemma":[0.02102122,0.00008608442,0.001094771,0.0002735707,0.0006677056,0.0001062604,0.0001959823,0.0006398162,4.832445e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001631025,"about_ca_system_score_gemma":0.0004711811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002616513,"about_ca_topic_score_gemma":0.000002455291,"domain_scores_codex":[0.9755715,0.01764792,0.004880278,0.0001958768,0.001493219,0.0002112719],"domain_scores_gemma":[0.9486644,0.0387984,0.01034566,0.001264364,0.0007036423,0.0002235706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.1192506,0.02939508,0.006552753,0.001270499,0.05894018,0.000440747,0.009313361,0.002023219,0.01009431,0.1492145,0.04304711,0.5704576],"study_design_scores_gemma":[0.005768456,0.005038259,0.02206046,0.0003957091,0.01705234,0.0001385579,0.006869945,0.0001564104,0.001708271,0.936721,0.003789579,0.0003009686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8786507,0.03326296,0.06443905,0.01439424,0.003754255,0.004588468,0.0006651382,0.00003477354,0.0002104053],"genre_scores_gemma":[0.9711372,0.001175978,0.02671756,0.0001282054,0.0006166052,0.00003030641,0.000002624088,0.00004572622,0.0001458237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7875065,"threshold_uncertainty_score":0.9872251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285140413","doi":"10.14283/jpad.2022.61","title":"Sex Moderates the Association between Frailty and Mild Behavioral Impairment","year":2022,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; Dalhousie University; University of Toronto; University of Calgary","funders":"","keywords":"Dementia; Association (psychology); Logistic regression; Medicine; Cohort; Psychosis; Cognition; Observational study; Cognitive impairment; Clinical psychology; Psychology; Psychiatry; Internal medicine; Disease","authors":[{"name":"Dylan X. Guan","is_ca":true},{"name":"K. Rockwood","is_ca":true},{"name":"Eric E. Smith","is_ca":true},{"name":"Zahinoor Ismail","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05344213080308136,"gpt":0.3369939132755423,"spread":0.2835517824724609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013905,0.00009717547,0.0002304959,0.00006597754,0.0002093863,0.00001373632,0.0001540641,0.00002357519,0.0002670971],"category_scores_gemma":[0.00005301246,0.00005950367,0.0001846566,0.0001070714,0.00005555476,0.0001093954,0.0001095886,0.0003236052,0.000001585989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008758129,"about_ca_system_score_gemma":0.0001564058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002348223,"about_ca_topic_score_gemma":0.000001874614,"domain_scores_codex":[0.9981773,0.0004426245,0.0004602496,0.00007521894,0.0007140564,0.0001305676],"domain_scores_gemma":[0.9987336,0.0001317344,0.0006409272,0.0001984674,0.0001525564,0.0001426518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004409563,0.005141887,0.8600612,0.0001600137,0.009182499,0.00006789288,0.012827,0.002606623,0.003586176,0.0001712739,0.0477662,0.05401966],"study_design_scores_gemma":[0.00303033,0.001503795,0.9790884,0.0001051237,0.009552736,0.00004605802,0.001303943,0.0003274004,0.002031687,0.002138173,0.0007544911,0.000117913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884511,0.003949838,0.00007946291,0.006869268,0.0001222174,0.0004111669,0.00006114363,0.000007613155,0.00004816163],"genre_scores_gemma":[0.9989541,0.00008034398,0.00008363802,0.0001684684,0.0001383195,0.000009306657,0.0000123896,0.00001241138,0.0005410134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1190271,"threshold_uncertainty_score":0.2924525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981597803","doi":"10.14283/jpad.2019.44","title":"Association of Vitamin D Levels with Incident All-Cause Dementia in Longitudinal Observational Studies: A Systematic Review and Meta-analysis","year":2020,"lang":"en","type":"review","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Dementia; Meta-analysis; Medicine; Vitamin D and neurology; Internal medicine; Cohort study; Prospective cohort study; Observational study; Disease; Relative risk; Confidence interval","authors":[{"name":"A. Kalra","is_ca":false},{"name":"António Teixeira","is_ca":false},{"name":"Breno S. Diniz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.385249101601498,"gpt":0.4674394746984558,"spread":0.08219037309695781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005277754,0.0003691679,0.007679285,0.0004920426,0.00004350935,0.00001156565,0.0002771054,0.00006654385,0.0001147277],"category_scores_gemma":[0.002575789,0.0001845738,0.002161062,0.001099626,0.0001243147,0.0001811117,0.0001827931,0.0003974923,0.000001924552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792694,"about_ca_system_score_gemma":0.0005698453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004315737,"about_ca_topic_score_gemma":0.00002026934,"domain_scores_codex":[0.9931168,0.002003058,0.002847258,0.0002196105,0.001623467,0.0001898292],"domain_scores_gemma":[0.991132,0.0009532261,0.005990135,0.0003865599,0.001342121,0.0001959112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000037175,0.0002126393,0.0003568371,0.3532899,0.6454947,0.00004138906,0.0001044949,0.000004749787,2.519089e-7,0.000009534467,0.000278444,0.0001698871],"study_design_scores_gemma":[0.0004551855,0.0002781518,0.006892168,0.06816748,0.9237227,0.00002870456,0.0001045394,0.000002979933,8.307864e-7,0.00002461137,0.0002012282,0.0001213731],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008112306,0.9955388,0.00006564015,0.001679662,0.00001566228,0.002498118,0.000114686,0.000003061758,0.000003190464],"genre_scores_gemma":[0.00504596,0.9943436,0.0002293947,0.00007891093,0.00002433226,0.0001241709,0.00002056549,0.00002285198,0.0001102415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2851224,"threshold_uncertainty_score":0.7526702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367335589","doi":"10.14283/jpad.2023.54","title":"Neuroinflammation Biomarkers in the AT(N) Framework Across the Alzheimer's Disease Continuum","year":2023,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Neuroinflammation; Context (archaeology); Microglia; Neuroscience; Disease; Medicine; Alzheimer's disease; Amyloid beta; Biomarker; Inflammation; Psychology; Biology; Immunology; Pathology","authors":[{"name":"A. Bieger","is_ca":false},{"name":"Adriano Pereira Rocha","is_ca":false},{"name":"B Bellaver","is_ca":false},{"name":"Luiza Santos Machado","is_ca":false},{"name":"L Da Ros","is_ca":false},{"name":"W V Borelli","is_ca":false},{"name":"Joseph Therriault Therriault","is_ca":false},{"name":"A.C. Macedo","is_ca":false},{"name":"T A Pascoal","is_ca":false},{"name":"Serge Gauthier","is_ca":false},{"name":"P. Rosa-Neto","is_ca":false},{"name":"E R Zimmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0619720146882415,"gpt":0.3349787428491163,"spread":0.2730067281608748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002569805,0.0002181164,0.0002188201,0.0001699689,0.0005125921,0.0001104276,0.0009835743,0.00004362013,0.0001385698],"category_scores_gemma":[0.001302959,0.0001197451,0.00034597,0.0009790902,0.0002643324,0.0004352744,0.0001737234,0.0003652484,0.0001009022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001430034,"about_ca_system_score_gemma":0.0001266325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001777702,"about_ca_topic_score_gemma":0.000008547436,"domain_scores_codex":[0.9951446,0.002258242,0.0009829428,0.0002366019,0.001052801,0.0003248274],"domain_scores_gemma":[0.996821,0.001073939,0.001082857,0.0006883513,0.000131859,0.0002019263],"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":[0.01066554,0.001722812,0.003146876,0.0001610747,0.0008840871,0.001139576,0.0143232,0.01939949,0.8434254,0.04023155,0.04053078,0.02436963],"study_design_scores_gemma":[0.004112958,0.0006218893,0.3614801,0.0004776549,0.003336734,0.0002065284,0.001655352,0.01151393,0.5520784,0.05664066,0.007018479,0.0008572544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810213,0.0007919833,0.0004172554,0.01585945,0.0008407075,0.0009010914,0.00004773547,0.0000480697,0.00007237237],"genre_scores_gemma":[0.9980084,0.0004087894,0.00002467598,0.001211394,0.000187025,0.00002328008,0.000005404868,0.00002920284,0.0001018813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3583333,"threshold_uncertainty_score":0.4883064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390956099","doi":"10.14283/jpad.2024.20","title":"Roles of Baseline Intrinsic Capacity and its Subdomains on the Overall Efficacy of Multidomain Intervention in Promoting Healthy Aging among Community-Dwelling Older Adults: Analysis from a Nationwide Cluster-Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"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; Psychological intervention; Randomized controlled trial; Gerontology; Cognition; Medicine; Physical therapy; Physical medicine and rehabilitation; Psychology; Cognitive impairment; Psychiatry; Internal medicine","authors":[{"name":"C-K Liang","is_ca":false},{"name":"W-J Lee","is_ca":false},{"name":"M-Y Chou","is_ca":false},{"name":"A-C Hwang","is_ca":false},{"name":"C-S Lin","is_ca":false},{"name":"L-N Peng","is_ca":false},{"name":"Fei‐Yuan Hsiao","is_ca":false},{"name":"C-H Loh","is_ca":false},{"name":"L-K Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02410562458066228,"gpt":0.3103409199612677,"spread":0.2862352953806054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01168547,0.0002010166,0.001395171,0.0006711598,0.00008467791,0.00002050439,0.000201209,0.00006272124,0.00006291622],"category_scores_gemma":[0.004213909,0.0001179561,0.001095379,0.0004529063,0.0001968436,0.0002053084,0.00006411226,0.0006388098,3.884884e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004693477,"about_ca_system_score_gemma":0.0001144733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003698714,"about_ca_topic_score_gemma":0.0002913014,"domain_scores_codex":[0.9908438,0.005968064,0.002269363,0.0001429506,0.0006265096,0.0001493119],"domain_scores_gemma":[0.9906219,0.006642214,0.001888939,0.000307948,0.0004094524,0.0001295274],"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":[0.9620491,0.003570186,0.001856138,0.0007510159,0.01065361,0.00001193841,0.01279973,0.00264114,0.0005416204,0.0001375123,0.00001511628,0.004972833],"study_design_scores_gemma":[0.795633,0.0008498344,0.04293327,0.01211463,0.01983073,0.000004201253,0.00144297,0.1242746,0.001887133,0.0008967895,6.563739e-7,0.0001321492],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847793,0.007551668,0.002549404,0.001610407,0.000140072,0.003314079,0.00003902338,0.00001022518,0.000005828048],"genre_scores_gemma":[0.9992759,0.0002685847,0.0002112548,0.00005476058,0.0001066069,0.00003167759,0.00002453213,0.00001842604,0.000008266854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1664161,"threshold_uncertainty_score":0.5044746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399265870","doi":"10.14283/jpad.2024.105","title":"Potentially Modifiable Dementia Risk Factors in Canada: An Analysis of Canadian Longitudinal Study on Aging with a Multi-Country Comparison","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"Genentech; Alberta Innovates; Novo Nordisk; Eli Lilly and Company; Alzheimer Society; Saskatchewan Health Research Foundation; Alzheimer's Drug Discovery Foundation; Government of Canada; F. Hoffmann-La Roche; Canadian Geriatrics Society; University of California, San Diego; Fondation Brain Canada; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Consortium canadien en neurodégénérescence associée au vieillissement; Canadian Institutes of Health Research; Weston Brain Institute; Biogen","keywords":"Dementia; Longitudinal study; Gerontology; Longitudinal data; Environmental health; Geography; Medicine; Psychology; Demography; Sociology; Disease","authors":[{"name":"Sung Hyun Son","is_ca":true},{"name":"Mark Speechley","is_ca":false},{"name":"Guangyong Zou","is_ca":false},{"name":"M. Kivipelto","is_ca":false},{"name":"Francesca Mangialasche","is_ca":false},{"name":"Howard Feldman","is_ca":false},{"name":"Howard Chertkow","is_ca":false},{"name":"Sylvie Belleville","is_ca":false},{"name":"Harald A. Nygaard","is_ca":false},{"name":"Vladimir Hachinski","is_ca":false},{"name":"Frederico Pieruccini‐Faria","is_ca":false},{"name":"Manuel Montero‐Odasso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06860049712853389,"gpt":0.3600724942697179,"spread":0.291471997141184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061782,0.0001444445,0.0004443083,0.001565537,0.00006730208,0.00002497285,0.0001675659,0.00001785263,0.0002658059],"category_scores_gemma":[0.00003367538,0.00009203227,0.00016451,0.001286524,0.0000524213,0.000175502,0.00002257269,0.0002861909,5.793436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859164,"about_ca_system_score_gemma":0.003011034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8990111,"about_ca_topic_score_gemma":0.9481394,"domain_scores_codex":[0.9976907,0.0003808191,0.0006356218,0.0001553052,0.0008965336,0.0002410109],"domain_scores_gemma":[0.9986923,0.00006058878,0.000337897,0.0002187019,0.0002951114,0.0003954263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007281301,0.00136255,0.9758112,0.00003758945,0.01128776,0.0001671172,0.0005320296,0.009210751,0.00007449574,0.000006985776,0.00003792216,0.0007434487],"study_design_scores_gemma":[0.001303615,0.001061468,0.9513624,0.0002719067,0.03099031,0.000002704684,0.00432404,0.01023349,0.0003550362,0.000007314829,0.000008978055,0.00007870342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967684,0.001773318,0.000723161,0.00008775878,0.00006125602,0.0004628398,0.00008033314,0.000003106187,0.00003989048],"genre_scores_gemma":[0.9997808,0.00005661372,0.00007214402,0.00001192277,0.00001757659,0.000003815955,0.00002357552,0.00001331827,0.00002017513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04912825,"threshold_uncertainty_score":0.5341445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981108121","doi":"10.14283/jpad.2016.120","title":"‘ALZHEIMER’S PROGRESSION SCORE’: DEVELOPMENT OF A BIOMARKER SUMMARY OUTCOME FOR AD PREVENTION TRIALS","year":2016,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Institute on Aging; National Institute of Mental Health; Pfizer Canada; National Institutes of Health; Government of Canada; McGill University; Pfizer","keywords":"Medicine; Dementia; Biomarker; Disease; Cohort; Internal medicine; Psychology; Oncology","authors":[{"name":"Jeannie‐Marie Leoutsakos","is_ca":false},{"name":"Alden L. Gross","is_ca":false},{"name":"Richard N. Jones","is_ca":false},{"name":"Marilyn S. Albert","is_ca":false},{"name":"John C.S. Breitner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2020762811179908,"gpt":0.4563354607145798,"spread":0.2542591795965889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007073324,0.0001868101,0.0006843901,0.0003211294,0.00008833642,0.000009997223,0.0002209908,0.00006002954,0.000499021],"category_scores_gemma":[0.0008143191,0.00009318412,0.0007507083,0.0001825846,0.0001656553,0.0002604823,0.00008932961,0.00009516078,0.000006635315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003388009,"about_ca_system_score_gemma":0.0007971765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.012748e-7,"about_ca_topic_score_gemma":9.413784e-7,"domain_scores_codex":[0.995919,0.0007317293,0.001981879,0.0001567096,0.0009522401,0.0002584659],"domain_scores_gemma":[0.9962659,0.0003628443,0.001880442,0.0002657661,0.0009317112,0.0002932813],"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":[0.02061162,0.003017286,0.03516593,0.000399213,0.00606835,0.00001105498,0.0001937346,4.836735e-7,0.07179814,0.000056565,0.001793982,0.8608837],"study_design_scores_gemma":[0.01533348,0.003051853,0.7804956,0.005623174,0.01609164,0.00002826093,0.0002121884,0.00002123584,0.1737327,0.002822457,0.002335756,0.0002515837],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447279,0.02092919,0.02739096,0.002281403,0.0003739356,0.004023873,0.00006190889,0.00001796583,0.0001928537],"genre_scores_gemma":[0.9954106,0.0002992719,0.003571934,0.00003148329,0.00007890096,0.00006340561,0.00001627826,0.0000245453,0.000503618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8606321,"threshold_uncertainty_score":0.546393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407027861","doi":"10.1016/j.tjpad.2025.100068","title":"Use of lecanemab and donanemab in the Canadian healthcare system: Evidence, challenges, and areas for future research","year":2025,"lang":"en","type":"review","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Toronto Metropolitan University; McMaster University; Sunnybrook Health Science Centre; Hôpital Charles-Le Moyne; Jewish General Hospital; Positive Living Society of British Columbia; University of Manitoba; Université Laval; Providence Health Care; University of Alberta; Dalhousie University; Parkwood Institute; Ontario Shores Centre for Mental Health Sciences; McGill University; Concordia University; Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; University of Toronto; Douglas Mental Health University Institute; Toronto Rehabilitation Institute; Institut Universitaire de Gériatrie de Montréal; Bruyère; Université de Sherbrooke; Baycrest Hospital; Island Health; University of Victoria; Western University; Centre Hospitalier de l’Université de Montréal; Health Sciences Centre; University of Calgary; University of British Columbia","funders":"Canadian Institutes of Health Research; Hypertension Canada; Alberta Innovates; Fonds de Recherche du Québec - Santé; Pfizer Canada; Michael Smith Health Research BC; Eli Lilly and Company; Alzheimer Society; Saskatchewan Health Research Foundation; Fondation de la recherche en santé du Nouveau-Brunswick; Pfizer; Ontario Brain Institute; Sanofi; Alzheimer’s Research UK; Fondation Brain Canada; Canadian Nurses Foundation; Nova Scotia Health Research Foundation","keywords":"Medicine; Dementia; Disease; Clinical trial; Neurodegeneration; Alzheimer's disease; Intensive care medicine; Population; Gerontology; Internal medicine; Environmental health","authors":[{"name":"Eric E. Smith","is_ca":true},{"name":"Natalie A. Phillips","is_ca":true},{"name":"Howard Feldman","is_ca":false},{"name":"Michael Borrie","is_ca":true},{"name":"Aravind Ganesh","is_ca":true},{"name":"Alexandre Henri‐Bhargava","is_ca":true},{"name":"Philippe Desmarais","is_ca":true},{"name":"Andrew Frank","is_ca":true},{"name":"AmanPreet Badhwar","is_ca":true},{"name":"Laura Barlow","is_ca":true},{"name":"Robert Bartha","is_ca":true},{"name":"Sarah Best","is_ca":true},{"name":"Jennifer Bethell","is_ca":true},{"name":"Jaspreet Bhangu","is_ca":true},{"name":"Sandra E. Black","is_ca":true},{"name":"Christian Bocti","is_ca":true},{"name":"Susan E. Bronskill","is_ca":true},{"name":"Amer M. Burhan","is_ca":true},{"name":"Frédéric Calon","is_ca":true},{"name":"Richard Camicioli","is_ca":true},{"name":"Barry Campbell","is_ca":true},{"name":"D. Louis Collins","is_ca":true},{"name":"Mahsa Dadar","is_ca":true},{"name":"Mari L. DeMarco","is_ca":true},{"name":"Simon Ducharme","is_ca":true},{"name":"Simon Duchesne","is_ca":true},{"name":"Gillian Einstein","is_ca":true},{"name":"John D. Fisk","is_ca":true},{"name":"Jodie R. Gawryluk","is_ca":true},{"name":"Linda Grossman","is_ca":true},{"name":"Zahinoor Ismail","is_ca":true},{"name":"Inbal Itzhak","is_ca":true},{"name":"Manish Joshi","is_ca":true},{"name":"Arthur Harrison","is_ca":true},{"name":"Edeltraut Kröger","is_ca":true},{"name":"Sanjeev Kumar","is_ca":true},{"name":"Robert Laforce","is_ca":true},{"name":"Krista L. Lanctôt","is_ca":true},{"name":"Malena Lau","is_ca":true},{"name":"Linda Lee","is_ca":true},{"name":"Mario Masellis","is_ca":true},{"name":"Fadi Massoud","is_ca":true},{"name":"Sara Mitchell","is_ca":true},{"name":"Manuel Montero‐Odasso","is_ca":true},{"name":"Karen Myers Barnett","is_ca":true},{"name":"Haakon B. Nygaard","is_ca":true},{"name":"Stephen Pasternak","is_ca":true},{"name":"M. Natasha Rajah","is_ca":true},{"name":"Julie M. Robillard","is_ca":true},{"name":"K. Rockwood","is_ca":true},{"name":"Pedro Rosa‐Neto","is_ca":true},{"name":"Dallas Seitz","is_ca":true},{"name":"Jean‐Paul Soucy","is_ca":true},{"name":"Shanna Trenaman","is_ca":true},{"name":"Cheryl L. Wellington","is_ca":true},{"name":"Aicha Zadem","is_ca":true},{"name":"Howard Chertkow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3261602569302934,"gpt":0.4672660600969806,"spread":0.1411058031666872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004062606,0.0002711707,0.001241204,0.0008025705,0.0002497784,0.00004222284,0.000317857,0.0001719665,0.000004655452],"category_scores_gemma":[0.0005881898,0.0001453961,0.0004482121,0.000386142,0.0002960507,0.000172081,0.00007613583,0.0005797094,7.111465e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890219,"about_ca_system_score_gemma":0.006985045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002581469,"about_ca_topic_score_gemma":0.008378925,"domain_scores_codex":[0.9951228,0.002190244,0.001059234,0.0002328568,0.0009728691,0.0004219218],"domain_scores_gemma":[0.9951358,0.001837239,0.0007155902,0.0005367866,0.0010031,0.0007715222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001977247,0.0004197869,0.0001603603,0.07660296,0.0105706,0.0002372061,0.0003518117,2.36762e-7,4.890468e-8,0.002536768,0.000968209,0.9061748],"study_design_scores_gemma":[0.006541874,0.005437132,0.04542939,0.5955592,0.09891142,0.001160013,0.006110601,0.00002295822,0.000003041534,0.003077999,0.2369981,0.000748236],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001931137,0.9937458,5.913192e-7,0.002616906,0.00008683225,0.003097801,0.0002161156,0.000002519173,0.00004029943],"genre_scores_gemma":[0.03044534,0.9691741,0.00004094121,0.00001395584,0.0001539552,0.00008670393,0.0000302835,0.00002350517,0.00003117939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9054266,"threshold_uncertainty_score":0.9986444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998769002","doi":"10.14283/jpad.2016.99","title":"CORRELATION BETWEEN COGNITION AND FUNCTION ACROSS THE SPECTRUM OF ALZHEIMER’S DISEASE","year":2016,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Eli Lilly (Canada)","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; University of California, San Diego; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; University of Southern California; Eli Lilly and Company; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Correlation; Cognition; Disease; Spectrum (functional analysis); Alzheimer's disease; Function (biology); Psychology; Medicine; Mathematics; Physics; Neuroscience; Internal medicine; Biology; Geometry; Quantum mechanics; Evolutionary biology","authors":[{"name":"Eric Siemers","is_ca":false},{"name":"Katherine J. Selzler","is_ca":false},{"name":"Kristina Sundell","is_ca":false},{"name":"Paul Aisen","is_ca":false},{"name":"Jorden A. Cummings","is_ca":false},{"name":"Joel Raskin","is_ca":true},{"name":"Richard C. Mohs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03849688362968548,"gpt":0.3416135077109161,"spread":0.3031166240812306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001441175,0.0001254195,0.0002466478,0.0001061233,0.0001244133,0.00001322871,0.00009233988,0.0000339668,0.0003522424],"category_scores_gemma":[0.0001719189,0.0000613287,0.0002401239,0.0001577399,0.0003332516,0.0003002111,0.00006528932,0.0001461599,0.00001106538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001346982,"about_ca_system_score_gemma":0.0001804215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005003186,"about_ca_topic_score_gemma":0.000001143561,"domain_scores_codex":[0.9980438,0.0003691284,0.0006018017,0.0001117349,0.0006873619,0.0001861404],"domain_scores_gemma":[0.9981964,0.0001910905,0.0006897371,0.0002142964,0.0004256839,0.0002827813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01977763,0.001835387,0.7086541,0.0002415004,0.006924832,0.00004030434,0.000679851,0.00001996917,0.01283718,0.0005070921,0.00160829,0.2468739],"study_design_scores_gemma":[0.002709904,0.0008438339,0.9739054,0.0005087028,0.01003202,0.00001349821,0.0002190981,0.00003674036,0.006084091,0.005463423,0.0001130908,0.00007024077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819057,0.006363438,0.006935526,0.003761111,0.0001363631,0.0006747834,0.00007568578,0.000007782837,0.0001396194],"genre_scores_gemma":[0.9990325,0.0005064181,0.00001596766,0.00006309801,0.0002055855,0.000006668026,0.00001446156,0.00001384376,0.0001414436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2652512,"threshold_uncertainty_score":0.3856807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902386926","doi":"10.14283/jpad.2017.2","title":"DEPENDENCE LEVELS AS INTERIM CLINICAL MILESTONES ALONG THE CONTINUUM OF ALZHEIMER’S DISEASE: 18-MONTH RESULTS FROM THE GERAS OBSERVATIONAL STUDY","year":2017,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas Mental Health University Institute","funders":"Servier; TauRx Pharmaceuticals; Biogen; Eisai; Sanofi; National Institute on Aging; Eli Lilly and Company; H. Lundbeck A/S; Prothena; Division of Materials Research; California Institute for Regenerative Medicine","keywords":"Dementia; Observational study; Disease; Alzheimer's disease; Psychology; Cohort study; Cohort; Activities of daily living; Interim; Cognition; Medicine; Psychiatry; Gerontology; Pediatrics; Internal medicine","authors":[{"name":"Kristin Kahle‐Wrobleski","is_ca":false},{"name":"J. Scott Andrews","is_ca":false},{"name":"Mark Belger","is_ca":false},{"name":"Wujie Ye","is_ca":false},{"name":"Serge Gauthier","is_ca":true},{"name":"Dorene M. Rentz","is_ca":false},{"name":"Douglas Galasko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3004766420551521,"gpt":0.479165907616898,"spread":0.1786892655617459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005489573,0.0002165897,0.0005122224,0.00006560989,0.0004283376,0.00008084466,0.001079791,0.00004664985,0.0006340529],"category_scores_gemma":[0.002703665,0.0001082299,0.000605989,0.00009502236,0.0007813709,0.0004060174,0.0003684116,0.0004807792,0.00001755767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001442013,"about_ca_system_score_gemma":0.0008471298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002606593,"about_ca_topic_score_gemma":0.00008497125,"domain_scores_codex":[0.9948913,0.001434869,0.001643546,0.0002440428,0.001539562,0.0002467015],"domain_scores_gemma":[0.9941483,0.001025812,0.00221221,0.001106086,0.001139789,0.0003677762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02339808,0.005140455,0.9348119,0.00002816491,0.007329707,0.0001854816,0.001020872,0.00001100432,0.0007090387,0.00009878475,0.007743412,0.01952311],"study_design_scores_gemma":[0.005059589,0.001204943,0.9806609,0.0005975565,0.008693643,0.00001083971,0.001075935,0.00005137605,0.000786014,0.001557411,0.000196943,0.000104834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826276,0.007159186,0.0001137119,0.007902955,0.0004087864,0.001326432,0.0002094934,0.000006527348,0.0002452749],"genre_scores_gemma":[0.9984787,0.0003256571,0.00006918251,0.0002858637,0.0004404175,0.00001834615,0.00002332806,0.00002006114,0.0003384813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04584902,"threshold_uncertainty_score":0.6942434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127826753","doi":"10.14283/jpad.2021.2","title":"Digital Screening for Cognitive Impairment — A Proof of Concept Study","year":2021,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Center for Innovative Medicine; Alzheimerfonden; Knut och Alice Wallenbergs Stiftelse","keywords":"Montreal Cognitive Assessment; Dementia; Cognitive impairment; Cognition; Medicine; Memory clinic; Cognitive test; Audiology; Psychiatry; Internal medicine; Disease","authors":[{"name":"Victor Bloniecki","is_ca":false},{"name":"Göran Hagman","is_ca":false},{"name":"Marie Rydén","is_ca":false},{"name":"Miia Kivipelto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05135874367634793,"gpt":0.3716029163221101,"spread":0.3202441726457622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007705856,0.0001046431,0.0003241018,0.0001014322,0.00004991439,0.00002056403,0.00009431833,0.0000179341,0.0002081627],"category_scores_gemma":[0.0003467279,0.00007047484,0.000378566,0.0001684496,0.0001235194,0.0002144989,0.00007152581,0.0001152031,4.814885e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001073182,"about_ca_system_score_gemma":0.0004257089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.17412e-7,"about_ca_topic_score_gemma":4.272535e-7,"domain_scores_codex":[0.9983541,0.0002177359,0.0005038642,0.0001015688,0.0006675365,0.0001551977],"domain_scores_gemma":[0.9973562,0.0001615713,0.0005174374,0.0001352432,0.00163658,0.0001929844],"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":[0.04629397,0.05125334,0.2976319,0.0009641895,0.02959013,0.000556467,0.005776561,0.00007400924,0.005029558,0.00011079,0.002656298,0.5600627],"study_design_scores_gemma":[0.02441054,0.0177025,0.7730427,0.002008621,0.0180656,0.0001142199,0.02796361,0.0001903175,0.1353503,0.000805617,0.0001342602,0.0002117425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763338,0.003870148,0.01675672,0.0008318938,0.00005784487,0.001813509,0.0001001573,0.000003861923,0.0002320584],"genre_scores_gemma":[0.9990938,0.00001591113,0.000186615,0.00003720283,0.00007325193,0.00001900308,0.00002013042,0.00001240156,0.0005416949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.559851,"threshold_uncertainty_score":0.2873881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100458309","doi":"10.14283/jpad.2020.63","title":"Application of Digital Cognitive Biomarkers for Alzheimer's Disease: Identifying Cognitive Process Changes and Impending Cognitive Decline","year":2021,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":19,"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 Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; BioClinica; F. Hoffmann-La Roche; University of Southern California; Biogen; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Cognition; Dementia; Cognitive decline; Logistic regression; Psychology; Cognitive test; Episodic memory; Alzheimer's disease; Medicine; Disease; Audiology; Internal medicine; Psychiatry","authors":[{"name":"Jason R. Bock","is_ca":false},{"name":"Junko Hara","is_ca":false},{"name":"Dennis Fortier","is_ca":false},{"name":"Michael Lee","is_ca":false},{"name":"Ronald C. Petersen","is_ca":false},{"name":"William R. Shankle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04874790300600171,"gpt":0.3915602444964272,"spread":0.3428123414904255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000937235,0.0002140737,0.0004485758,0.0002642793,0.0001366556,0.00004930572,0.0001171733,0.00004682447,0.0001066157],"category_scores_gemma":[0.001024543,0.0001686257,0.0003111415,0.0003571967,0.000370051,0.0004372878,0.0001313058,0.0001635288,0.000002492891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001414918,"about_ca_system_score_gemma":0.0004969916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002395978,"about_ca_topic_score_gemma":0.000002487252,"domain_scores_codex":[0.9978119,0.0002173435,0.0006842237,0.0002553746,0.0007637251,0.000267419],"domain_scores_gemma":[0.9950165,0.0006599117,0.0009455706,0.0001200385,0.002825673,0.0004323198],"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":[0.04578305,0.005298635,0.3381115,0.002263447,0.02172576,0.0002428359,0.001613602,0.000003353846,0.008671178,0.000143587,0.00007312212,0.57607],"study_design_scores_gemma":[0.0124473,0.001717161,0.8233381,0.005363598,0.04303769,0.0001392139,0.01374734,0.0005632298,0.09373745,0.00552883,0.000021336,0.0003587431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495812,0.02612447,0.02061199,0.0008766222,0.00007553824,0.001922653,0.0006581963,0.0000113388,0.000137987],"genre_scores_gemma":[0.9986064,0.0006888657,0.00007249421,0.00009690053,0.0001194682,0.00008218036,0.0002643739,0.00003110318,0.00003821575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5757112,"threshold_uncertainty_score":0.6876355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386107242","doi":"10.14283/jpad.2023.99","title":"Association of Blood MicroRNA Expression and Polymorphisms with Cognitive and Biomarker Changes in Older Adults","year":2023,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Janssen Pharmaceuticals; Horizon 2020 Framework Programme; Genentech; National Institutes of Health; IXICO; Conseil Régional Hauts-de-France; Deutsches Zentrum für Neurodegenerative Erkrankungen; H. Lundbeck A/S; Servier; Eisai; Imperial College London; National Institute on Aging; National Institute for Health and Care Research; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; Canadian Institutes of Health Research; Diabetes UK; Agence Nationale de la Recherche; F. Hoffmann-La Roche; Stiftung VERUM; University of Southern California; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; European Commission; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Alzheimer's Association","keywords":"TREM2; Biomarker; Dementia; Oncology; Cognitive decline; microRNA; Expression quantitative trait loci; Disease; Genome-wide association study; Internal medicine; Medicine; Bioinformatics; Biology; Single-nucleotide polymorphism; Gene; Genotype; Genetics; Inflammation; Microglia","authors":[{"name":"Angélique Sadlon","is_ca":false},{"name":"Petros Takousis","is_ca":false},{"name":"Εvangelos Εvangelou","is_ca":false},{"name":"Inga Prokopenko","is_ca":false},{"name":"Panagiotis Alexopoulos","is_ca":false},{"name":"Chinedu Udeh‐Momoh","is_ca":false},{"name":"Geraint Price","is_ca":false},{"name":"Lefkos Middleton","is_ca":false},{"name":"Robert Perneczky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01072958941082442,"gpt":0.2556376652807016,"spread":0.2449080758698772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003980234,0.00007309132,0.0001154372,0.00009619437,0.00002128569,0.000004345566,0.0000489914,0.0000445467,0.00001185918],"category_scores_gemma":[0.00006374976,0.00005186716,0.00004033757,0.000100719,0.00005860587,0.00001082672,0.00004574209,0.00003709528,1.861357e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000313065,"about_ca_system_score_gemma":0.00004144125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003733256,"about_ca_topic_score_gemma":0.00000952124,"domain_scores_codex":[0.9993117,0.000156545,0.0002201225,0.00008409355,0.0001496195,0.00007794466],"domain_scores_gemma":[0.9991724,0.00002842869,0.0005117189,0.00007611689,0.0001492048,0.00006215632],"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":[0.002125132,0.0002243668,0.03501476,0.0000728447,0.000526725,0.000004385963,0.0003066591,0.000009188681,0.9586248,0.000001741731,0.0001914688,0.002897876],"study_design_scores_gemma":[0.002176813,0.0001876507,0.6811969,0.0005691108,0.0008668865,0.000007289519,0.0001856141,0.00002213563,0.3146695,0.00005085534,0.000007274006,0.00005997529],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918498,0.00760445,0.00005119761,0.0002466956,0.00002034159,0.0001890743,0.00003119491,0.000001580396,0.000005692578],"genre_scores_gemma":[0.999149,0.0006968294,0.00004669035,0.00001423236,0.00002599818,0.000003171608,0.00002136233,0.00000856753,0.0000341189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6461822,"threshold_uncertainty_score":0.2115081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400007558","doi":"10.14283/jpad.2024.124","title":"Relationship between Plasma P-Tau217 and Amyloid PET in Racial and Ethnic Underrepresented Groups (RE-URG) Compared with Non RE-URG in LEARN and A4","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Genentech; GHR Foundation; National Institutes of Health; Prothena; Biogen; National Institute on Aging; Eli Lilly and Company; Eisai; American Heart Association; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Ethnic group; Amyloid (mycology); Psychology; Medicine; Sociology; Pathology; Anthropology","authors":[{"name":"Doris P. Molina‐Henry","is_ca":false},{"name":"Oliver Langford","is_ca":false},{"name":"M C Donohue","is_ca":false},{"name":"Rema Raman","is_ca":false},{"name":"Paul Aisen","is_ca":false},{"name":"Keith A. Johnson","is_ca":false},{"name":"Robert A. Rissman","is_ca":false},{"name":"Reisa Sperling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07518770410651966,"gpt":0.3768769893648763,"spread":0.3016892852583567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255544,0.0001216043,0.0002874176,0.0003863699,0.00005167968,0.00003304336,0.00006226382,0.00003080007,0.00007008677],"category_scores_gemma":[0.0001287141,0.00008403425,0.0000576169,0.0003094103,0.0002047604,0.0002697136,0.00006644901,0.0004166302,0.000001616144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002252248,"about_ca_system_score_gemma":0.0001514356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003221037,"about_ca_topic_score_gemma":0.0001019191,"domain_scores_codex":[0.9984292,0.0003885942,0.0004490145,0.0001545845,0.0004121772,0.0001664656],"domain_scores_gemma":[0.9990622,0.000367472,0.000160558,0.0001126893,0.0000825454,0.0002144898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003289938,0.0002725668,0.9881678,0.0002332412,0.0003884202,0.0002087463,0.001297903,0.00002182949,0.0003520577,0.00004905298,0.00008422037,0.005634233],"study_design_scores_gemma":[0.003848367,0.0005018547,0.990121,0.00098039,0.001291839,0.00005590932,0.001122817,0.0007232548,0.0001492401,0.00111275,0.00001305372,0.00007949985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906932,0.006997577,0.0001631912,0.001434564,0.00002720245,0.0004603798,0.000008842684,0.000006061422,0.0002089787],"genre_scores_gemma":[0.9993223,0.0003970824,0.00006199312,0.00001973063,0.00005630095,0.00000590577,0.00001209128,0.00001376938,0.0001108526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008629072,"threshold_uncertainty_score":0.3426817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2567452354","doi":"10.14283/jpad.2015.85","title":"COMBINATION THERAPY OF ANTI-TAU AND ANTI-AMYLOID DRUGS FOR DISEASE MODIFICATION IN EARLY-STAGE ALZHEIMER’S DISEASE: SOCIO-ECONOMIC CONSIDERATIONS MODELED ON TREATMENTS FOR TUBERCULOSIS, HIV/AIDS AND BREAST CANCER","year":2015,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Disease; Medicine; Stage (stratigraphy); Tuberculosis; Human immunodeficiency virus (HIV); Oncology; Breast cancer; Cancer; Metastatic breast cancer; Internal medicine; Immunology; Pathology","authors":[{"name":"Sarah Tomaszewski","is_ca":true},{"name":"Serge Gauthier","is_ca":true},{"name":"Anders Wimo","is_ca":false},{"name":"Pedro Rosa‐Neto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07043817920183112,"gpt":0.3653018939521259,"spread":0.2948637147502948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005763113,0.0002668331,0.000533846,0.0002987021,0.0001409847,0.00003266458,0.00009687552,0.00005472503,0.00002977261],"category_scores_gemma":[0.00005656978,0.0001984973,0.0002943949,0.00009545426,0.0002381984,0.0004292361,0.00002916222,0.0001016195,0.000001356694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067161,"about_ca_system_score_gemma":0.0009410619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005981009,"about_ca_topic_score_gemma":0.000002328845,"domain_scores_codex":[0.9980488,0.00026165,0.0007310263,0.0002702196,0.0004333553,0.0002549733],"domain_scores_gemma":[0.9974837,0.0002105836,0.0006398813,0.0003113284,0.0005177442,0.0008367633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07312805,0.02088274,0.8018544,0.0006762406,0.05731338,0.00005526401,0.003262302,0.008071459,0.00101903,0.008380599,0.001768948,0.02358763],"study_design_scores_gemma":[0.02152263,0.0009784186,0.9452423,0.0004490969,0.01146083,0.00000623722,0.0003608483,0.01041871,0.0008737051,0.00844054,0.00001055065,0.0002361076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606239,0.03209912,0.0001920772,0.00241283,0.00006306956,0.002535056,0.002057162,0.000009637904,0.000007204898],"genre_scores_gemma":[0.995073,0.004148089,0.0001891947,0.00005716604,0.00006605306,0.0002161535,0.0001914782,0.00003913626,0.00001974412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.143388,"threshold_uncertainty_score":0.8094487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390703159","doi":"10.14283/jpad.2024.15","title":"Clinical Correlates of the PET-based Braak Staging Framework in Alzheimer's Disease","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Douglas Mental Health University Institute; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Disease; Positron emission tomography; Dementia; Medicine; Psychology; Alzheimer's disease; Pathology; Neuroimaging; Pathological; Neuroscience","authors":[{"name":"A.C. Macedo","is_ca":true},{"name":"D.F.P.A. Durço","is_ca":false},{"name":"Cécile Tissot","is_ca":true},{"name":"Joseph Therriault Therriault","is_ca":true},{"name":"A.O. Vilela de Faria","is_ca":false},{"name":"Étienne Aumont","is_ca":true},{"name":"Stijn Servaes","is_ca":true},{"name":"Nesrine Rahmouni","is_ca":true},{"name":"Jaime Fernández Arias","is_ca":true},{"name":"Yu Tian Wang","is_ca":true},{"name":"Firoza Z Lussier","is_ca":false},{"name":"A. Bieger","is_ca":false},{"name":"Eduardo R. Zimmer","is_ca":false},{"name":"Tharick A. Pascoal","is_ca":false},{"name":"Serge Gauthier","is_ca":true},{"name":"Pedro Rosa‐Neto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04900579366564015,"gpt":0.3887015465965277,"spread":0.3396957529308875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001740944,0.0002619928,0.0005784349,0.0002984383,0.00009103551,0.00002985973,0.0004325222,0.00006772154,0.0004315662],"category_scores_gemma":[0.0005316364,0.0001484822,0.001153537,0.0006101813,0.0005070945,0.0002453956,0.0001266104,0.0007749259,0.00002232854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004456954,"about_ca_system_score_gemma":0.00204216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001547323,"about_ca_topic_score_gemma":0.000001772972,"domain_scores_codex":[0.9959427,0.0009205564,0.001400367,0.0002430049,0.001152957,0.0003404307],"domain_scores_gemma":[0.9967433,0.0007836473,0.0006561585,0.0006991777,0.0003325943,0.0007851096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01448112,0.007622189,0.9025595,0.0006487533,0.03973635,0.001757622,0.0003520552,0.001199439,0.00005008503,0.001830433,0.001945982,0.02781647],"study_design_scores_gemma":[0.002854699,0.0005476751,0.9520003,0.005449037,0.02573079,0.00002759169,0.0001716862,0.003192588,0.00035047,0.009389178,0.00009920172,0.0001867825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7952148,0.1992517,0.0003503397,0.00324927,0.0006560223,0.001018123,0.0001246003,0.00002540292,0.0001097265],"genre_scores_gemma":[0.9983516,0.0009364668,0.0002876559,0.0001525423,0.0001824551,0.00001137129,0.00001368326,0.00004402328,0.00002023493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2031367,"threshold_uncertainty_score":0.6054929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979968530","doi":"10.14283/jpad.2019.42","title":"Effects of a Group-Based 8-Week Multicomponent Cognitive Training on Cognition, Mood and Activities of Daily Living among Healthy Older Adults: A One-Year Follow-Up of a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Mood; Cognition; Activities of daily living; Physical therapy; Medicine; Psychology; Clinical psychology; Gerontology; Physical medicine and rehabilitation; Psychiatry; Internal medicine","authors":[{"name":"Patsri Srisuwan","is_ca":false},{"name":"Daochompu Nakawiro","is_ca":false},{"name":"Sirinthorn Chansirikarnjana","is_ca":false},{"name":"Orawan Kuha","is_ca":false},{"name":"P. Chaikongthong","is_ca":false},{"name":"T. Suwannagoot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02647286751796905,"gpt":0.3020494765917716,"spread":0.2755766090738025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002381979,0.0001956818,0.001808438,0.0002843749,0.00005065389,0.000008366693,0.00009608422,0.00005937762,0.0001053471],"category_scores_gemma":[0.002769587,0.0001330035,0.000888248,0.0001654363,0.000424696,0.0001499433,0.00003821495,0.000279058,3.45744e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001107332,"about_ca_system_score_gemma":0.000329951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000135673,"about_ca_topic_score_gemma":0.000001569502,"domain_scores_codex":[0.9952973,0.001995281,0.00139267,0.0001528323,0.0009710145,0.0001909639],"domain_scores_gemma":[0.993327,0.003538643,0.002015287,0.0000958982,0.0007116219,0.0003115259],"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":[0.9762665,0.004874079,0.0007966373,0.001250381,0.005490672,0.000007744819,0.004169323,0.00000381302,0.00525016,0.00001673755,0.000007475628,0.001866488],"study_design_scores_gemma":[0.8810112,0.009424504,0.06565709,0.008954022,0.01714663,0.000001519194,0.004193422,0.000588097,0.01287127,0.00005296926,1.035847e-7,0.00009918889],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902225,0.001775491,0.001933626,0.0003722804,0.00007181805,0.005527854,0.00003424588,0.000006186226,0.000056036],"genre_scores_gemma":[0.9993256,0.0002168181,0.0001221866,0.0001098087,0.00007309557,0.0001158119,0.000009546829,0.00002046059,0.000006673144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0952553,"threshold_uncertainty_score":0.5423726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409507113","doi":"10.1016/j.tjpad.2025.100164","title":"Multimorbidity and risk of dementia: A systematic review and meta-analysis of longitudinal cohort studies","year":2025,"lang":"en","type":"review","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Zhejiang University; National Natural Science Foundation of China","keywords":"Dementia; Meta-analysis; Cohort; Cohort study; Medicine; Gerontology; Disease; Internal medicine","authors":[{"name":"Yaguan Zhou","is_ca":false},{"name":"Yating You","is_ca":false},{"name":"Yuting Zhang","is_ca":false},{"name":"Yue Zhang","is_ca":false},{"name":"Changzheng Yuan","is_ca":false},{"name":"Xiaolin Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1925652656043454,"gpt":0.4481594265978495,"spread":0.2555941609935041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003940126,0.0003572912,0.008594702,0.0005759945,0.00005029418,0.000008484591,0.0002343529,0.00005012905,0.0002180771],"category_scores_gemma":[0.001028639,0.0001908626,0.003496918,0.0006496147,0.0003077726,0.0001100204,0.0002151043,0.0002314429,3.773355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002615806,"about_ca_system_score_gemma":0.0003643286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001476908,"about_ca_topic_score_gemma":0.000005113567,"domain_scores_codex":[0.9947541,0.001600319,0.002659415,0.0002123639,0.0006539404,0.0001197998],"domain_scores_gemma":[0.9919658,0.0006866141,0.005920642,0.000660778,0.0006220269,0.0001440805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000270663,0.0001699436,0.0001039109,0.4812014,0.5177687,0.000005502769,0.00001436722,0.000002816497,1.973883e-8,0.00003734858,0.0001533437,0.0005155239],"study_design_scores_gemma":[0.0003035444,0.0001058854,0.001678954,0.101511,0.896029,0.000007983753,0.00008296032,0.000005294963,3.948287e-7,0.00008825377,0.00009006539,0.00009671938],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001002561,0.9967126,0.00005925661,0.000070341,0.00003404188,0.002726653,0.0002582445,0.000003604202,0.00003501875],"genre_scores_gemma":[0.00286176,0.9968342,0.00009275907,0.00001462461,0.00001175696,0.0000514474,0.00002200733,0.00001290392,0.00009850678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3796904,"threshold_uncertainty_score":0.7783152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399440742","doi":"10.14283/jpad.2024.110","title":"Performance of Plasma Biomarkers Combined with Structural MRI to Identify Candidate Participants for Alzheimer's Disease-Modifying Therapy","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Northern California Institute for Research and Education; Pfizer; Novartis Pharmaceuticals Corporation; Eisai; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics; BioClinica; Bristol-Myers Squibb; Eli Lilly and Company; Biogen; Foundation for the National Institutes of Health","keywords":"Disease; Medicine; Oncology; Neuroscience; Internal medicine; Psychology","authors":[{"name":"Manchumad Manjavong","is_ca":false},{"name":"Jae Myeong Kang","is_ca":false},{"name":"Antonia Sáez Díaz","is_ca":false},{"name":"Miriam T. Ashford","is_ca":false},{"name":"J Eichenbaum","is_ca":false},{"name":"Anna Aaronson","is_ca":false},{"name":"Melanie J. Miller","is_ca":false},{"name":"Sharon Mackin","is_ca":false},{"name":"R Tank","is_ca":false},{"name":"Michael W. Weiner","is_ca":false},{"name":"Rachel L. Nosheny","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05518996817144554,"gpt":0.3875173314362001,"spread":0.3323273632647545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009934397,0.0001791021,0.0003425203,0.0002722356,0.00009664194,0.00003482409,0.0002052503,0.00002418583,0.0002070762],"category_scores_gemma":[0.00004834194,0.0001056709,0.000289866,0.0003012676,0.0001593605,0.0002921842,0.00004683003,0.0001331274,0.000004526483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002172452,"about_ca_system_score_gemma":0.0005131098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007950087,"about_ca_topic_score_gemma":0.000002076853,"domain_scores_codex":[0.9979965,0.0001691933,0.0006142656,0.0001622885,0.0007428273,0.0003148878],"domain_scores_gemma":[0.9983773,0.0001072863,0.0003043217,0.0002380158,0.0004667555,0.0005063392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3199416,0.002603703,0.3945563,0.002698577,0.04671124,0.0003180363,0.002740322,0.001645226,0.03624523,0.000264545,0.00409595,0.1881792],"study_design_scores_gemma":[0.006310246,0.005518423,0.9283628,0.002146594,0.01097155,0.00002704803,0.0003006799,0.01129834,0.03438305,0.0003360948,0.0001382354,0.0002068652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900848,0.006805564,0.0004261072,0.001135185,0.0001834502,0.001250475,0.00007047364,0.00001223878,0.00003173779],"genre_scores_gemma":[0.9990678,0.000400331,0.000254333,0.00005879474,0.00007633925,0.00003580925,0.00001852632,0.00002830703,0.00005973573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5338066,"threshold_uncertainty_score":0.4309135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226190186","doi":"10.14283/jpad.2022.29","title":"Therapeutic Targets for Alzheimer's Disease: Amyloid Vs. Non-Amyloid. Where Does Consensus Lie Today? An CTAD Task Force Report","year":2022,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Genentech; National Institutes of Health; H. Lundbeck A/S; Eisai; GHR Foundation; Avid Radiopharmaceuticals; F. Hoffmann-La Roche; Cerveau Technologies; Regeneron Pharmaceuticals; University of Southern California; Biogen; AstraZeneca; Eli Lilly and Company; Amgen; Pfizer; Sanofi; National Institute on Aging; TauRx Pharmaceuticals; Alzheimer's Association; University of California, San Francisco; Foundation for the National Institutes of Health","keywords":"Disease; Neuroinflammation; Amyloid (mycology); Biomarker; Neuroscience; Medicine; Selection (genetic algorithm); Bioinformatics; Biology; Pathology; Computer science; Genetics; Artificial intelligence","authors":[{"name":"Adam L. Boxer","is_ca":false},{"name":"D. S. Knopman","is_ca":false},{"name":"Jonathan T. Sims","is_ca":false},{"name":"Rachelle S. Doody","is_ca":false},{"name":"P. Aisen","is_ca":false},{"name":"Takeshi Iwatsubo","is_ca":false},{"name":"Randall J. Bateman","is_ca":false},{"name":"Bruno Vellas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03079151228701862,"gpt":0.3348156376385036,"spread":0.304024125351485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00176754,0.0004710249,0.0008292668,0.000322406,0.0007025327,0.00004826043,0.0005716532,0.00006881727,0.001258321],"category_scores_gemma":[0.0001479278,0.0003099027,0.001123075,0.0003373754,0.0003809742,0.0003375584,0.0002088747,0.0004949824,0.00001203151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146986,"about_ca_system_score_gemma":0.001986656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003238139,"about_ca_topic_score_gemma":0.00000673639,"domain_scores_codex":[0.9949546,0.000760685,0.001401499,0.0004675529,0.001739011,0.0006766448],"domain_scores_gemma":[0.994584,0.0002658932,0.001506697,0.001095106,0.0008454256,0.001702827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.2885975,0.05451193,0.1107234,0.002020525,0.3469126,0.01742886,0.003907163,0.003322901,0.008205269,0.001855502,0.06695461,0.09555978],"study_design_scores_gemma":[0.04116667,0.01565163,0.6420351,0.00154903,0.2111937,0.002492766,0.005124972,0.00369437,0.007630726,0.04957663,0.01740621,0.002478188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6189696,0.3608686,0.0006824199,0.009845819,0.001196983,0.0062903,0.001776981,0.0001090697,0.0002603056],"genre_scores_gemma":[0.9971151,0.0007892959,0.0004203941,0.0003508949,0.0003908522,0.0002111336,0.0003027914,0.0001065921,0.0003129586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5313117,"threshold_uncertainty_score":0.9999353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400095852","doi":"10.14283/jpad.2024.125","title":"Longitudinal Trajectories of the Cognitive Function Index in the A4 Study","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Avid Radiopharmaceuticals; National Institutes of Health; National Institute on Aging; Foundation for Neurologic Diseases; Eli Lilly and Company; GHR Foundation; Brigham and Women's Hospital; Eisai; Alzheimer's Association","keywords":"Index (typography); Cognition; Psychology; Function (biology); Longitudinal study; Cognitive psychology; Mathematics; Statistics; Computer science; Neuroscience","authors":[{"name":"Rebecca E. Amariglio","is_ca":false},{"name":"Joshua D. Grill","is_ca":false},{"name":"Dorene M. Rentz","is_ca":false},{"name":"Gad A. Marshall","is_ca":false},{"name":"Michael Donohue","is_ca":false},{"name":"A. Liu","is_ca":false},{"name":"Paul Aisen","is_ca":false},{"name":"Reisa A. Sperling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04344450258360998,"gpt":0.3628785669264832,"spread":0.3194340643428732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001987662,0.00009258882,0.0001825654,0.0001526637,0.00005967052,0.00001959098,0.0001725567,0.00001922057,0.0002633121],"category_scores_gemma":[0.0001471686,0.0000408354,0.0002554596,0.000447691,0.0001683025,0.0001543278,0.00004652619,0.0003107582,0.000003212078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001349501,"about_ca_system_score_gemma":0.0003005833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001857422,"about_ca_topic_score_gemma":0.00001414525,"domain_scores_codex":[0.9978036,0.0006878588,0.0004529566,0.00008275738,0.0008559718,0.0001168193],"domain_scores_gemma":[0.9990308,0.0002056502,0.0002170382,0.0001533377,0.0003342488,0.00005898167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007809867,0.004812166,0.9553707,0.0002350374,0.004083516,0.0001103096,0.004385652,0.00001883335,0.0006912404,0.000272176,0.0006215666,0.02158893],"study_design_scores_gemma":[0.001450496,0.001422849,0.9820628,0.0006128314,0.005705907,0.00002683623,0.006665227,0.00003484329,0.0006004099,0.001353043,0.00002729679,0.00003750197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912604,0.006208732,0.0003990179,0.0008186047,0.0002070672,0.000829616,0.000009072157,0.000003400345,0.0002640764],"genre_scores_gemma":[0.9996261,0.00007149135,0.00000226978,0.00004479442,0.0001083883,0.00001197449,0.00000157711,0.000007856196,0.0001255762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02669205,"threshold_uncertainty_score":0.2883083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093373730","doi":"10.14283/jpad.2020.53","title":"Assessing the Impact of Factors that Influence the Ketogenic Response to Varying Doses of Medium Chain Triglyceride (MCT) Oil","year":2021,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Diet and metabolism studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Triglyceride; Ingestion; Medium-chain triglyceride; Meal; Waist; Internal medicine; Ketogenic diet; Endocrinology; Body mass index; Cholesterol","authors":[{"name":"Angela Juby","is_ca":false},{"name":"Dion R. Brocks","is_ca":false},{"name":"D.A. Jay","is_ca":false},{"name":"Clayton Davis","is_ca":false},{"name":"Diana R. Mager","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05646835684822733,"gpt":0.3782519727568403,"spread":0.321783615908613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002425647,0.0001643869,0.0005166578,0.0001284651,0.000122268,0.00001936448,0.0002921843,0.00003062981,0.0001033208],"category_scores_gemma":[0.001652788,0.00007121862,0.0006787052,0.0003827181,0.0002339527,0.0002433615,0.0001282561,0.000208206,8.812797e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000237775,"about_ca_system_score_gemma":0.0008954801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005042461,"about_ca_topic_score_gemma":0.000002653381,"domain_scores_codex":[0.9974281,0.0009027403,0.000725221,0.00009522106,0.0006675616,0.0001811359],"domain_scores_gemma":[0.9970183,0.000788482,0.001018335,0.0004237653,0.0005747919,0.0001763511],"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":[0.02846084,0.001969087,0.1652741,0.0003931918,0.01364719,0.00008799726,0.02189052,0.002684309,0.7403591,0.00007294717,0.001259489,0.02390127],"study_design_scores_gemma":[0.001118574,0.0002568711,0.9324305,0.0006352856,0.004260574,0.00001850807,0.003376121,0.00001126193,0.05753634,0.0002039574,0.00008114037,0.00007084438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789676,0.01842974,0.00005268904,0.002084908,0.0001975355,0.0001619574,0.00001794798,0.000004138741,0.00008348374],"genre_scores_gemma":[0.9986306,0.00099682,0.00007699935,0.00008376097,0.00007643881,0.000002896449,0.000001366044,0.00001504312,0.0001160075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7671564,"threshold_uncertainty_score":0.2904211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2850166449","doi":"10.14283/jpad.2018.27","title":"An Action Plan to Face the Challenge of Dementia: INTERNATIONAL STATEMENT ON DEMENTIA from IAP for Health","year":2018,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Dementia; Action plan; Workforce; Action (physics); Health care; Nursing; Medicine; Call to action; Public relations; Business; Psychology; Gerontology; Political science; Disease; Management","authors":[{"name":"Howard Chertkow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09277587204862957,"gpt":0.4370063660617042,"spread":0.3442304940130747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00158169,0.0001045306,0.0002004747,0.0001394935,0.0001072181,0.00001431848,0.0002626819,0.00001890679,0.0007377689],"category_scores_gemma":[0.00006138802,0.00006233124,0.00016968,0.00008027173,0.00008206845,0.000149928,0.00004783472,0.0001082915,0.000008098296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003652321,"about_ca_system_score_gemma":0.0002333853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002412986,"about_ca_topic_score_gemma":0.00001827843,"domain_scores_codex":[0.9980412,0.0002823815,0.0006332843,0.0001198423,0.0007553376,0.0001679397],"domain_scores_gemma":[0.9982591,0.00007687989,0.0006517495,0.0002387486,0.0005411556,0.0002323418],"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":[0.1116089,0.02989565,0.07381336,0.0008365257,0.06092172,0.0000250586,0.01708806,0.0005654721,0.0617453,0.00268925,0.07103854,0.5697721],"study_design_scores_gemma":[0.007919101,0.02216494,0.9013059,0.001056444,0.006792746,0.000005345175,0.004176321,0.0006386965,0.04364922,0.004340569,0.00775283,0.0001979299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522456,0.001969378,0.02192001,0.02146178,0.0004736907,0.001546392,0.0001778271,0.000007328063,0.0001979915],"genre_scores_gemma":[0.9984301,0.0003091843,0.0004373258,0.0004375989,0.0002716021,0.00001856483,0.00004017279,0.00001204996,0.00004334937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8274925,"threshold_uncertainty_score":0.8078053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320008451","doi":"10.14283/jpad.2023.17","title":"Cross-Sectional and Longitudinal Comparison of Tau Imaging with 18F-MK6240 and 18F-Flortaucipir in Populations Matched for Age, MMSE and Brain Beta-Amyloid Burden","year":2023,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Health and Medical Research Council; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; Prothena; Northern California Institute for Research and Education; Eli Lilly and Company; U.S. Department of Defense; Alzheimer's Disease Neuroimaging Initiative; Medical Research Council; Meso Scale Diagnostics; Australian Government; F. Hoffmann-La Roche; University of Southern California; Pfizer; BioClinica; Biogen; Cerveau Technologies; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; National Institute on Aging; Commonwealth Scientific and Industrial Research Organisation; Foundation for the National Institutes of Health","keywords":"Entorhinal cortex; Temporal lobe; Internal medicine; Alzheimer's disease; Psychology; Temporal cortex; Neuroimaging; Nuclear medicine; Medicine; Hippocampus; Neuroscience; Disease","authors":[{"name":"Pierrick Bourgeat","is_ca":false},{"name":"Natasha Krishnadas","is_ca":false},{"name":"Vincent Doré","is_ca":false},{"name":"R. Mulligan","is_ca":false},{"name":"R. Tyrrell","is_ca":false},{"name":"S. Bozinovski","is_ca":false},{"name":"K. Huang","is_ca":false},{"name":"Jürgen Fripp","is_ca":false},{"name":"V.L. Villemagne","is_ca":false},{"name":"C.C. Rowe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09211671414900034,"gpt":0.4225640090584364,"spread":0.330447294909436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001130353,0.0001015963,0.0002985046,0.0002718437,0.000091027,0.00003017569,0.00005549363,0.00001585357,0.00005750473],"category_scores_gemma":[0.00009318323,0.00007149078,0.00008401895,0.0001932724,0.000246069,0.0001922566,0.00005503968,0.0001305604,4.11871e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001095641,"about_ca_system_score_gemma":0.0000968419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003602221,"about_ca_topic_score_gemma":0.00002221137,"domain_scores_codex":[0.9987118,0.0001155923,0.0005150561,0.0001237748,0.000381886,0.0001519449],"domain_scores_gemma":[0.9990208,0.0001395784,0.0003258471,0.00008370546,0.0002669391,0.0001631099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001846215,0.0002144015,0.9925506,0.0001497065,0.0003806018,0.0000251112,0.000296525,0.00007827681,0.001714323,0.00006007934,0.0001283906,0.002555752],"study_design_scores_gemma":[0.003298,0.0004978366,0.9917676,0.0002196175,0.001014905,0.00005950098,0.0005359338,0.0009330034,0.0004021386,0.001187382,0.00002004735,0.00006404117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954497,0.002264886,0.0004427352,0.001268996,0.00002787853,0.0004857472,0.00002924936,0.000005178686,0.00002559466],"genre_scores_gemma":[0.9993444,0.00007030115,0.0003183604,0.00001965518,0.00005347577,0.0000112314,0.0000222638,0.00001163446,0.0001486609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003894682,"threshold_uncertainty_score":0.2915309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2570246089","doi":"10.14283/jpad.2015.66","title":"POST HOC EVIDENCE FOR AN ADDITIVE EFFECT OF MEMANTINE AND DONEPEZIL: CONSISTENT FINDINGS FROM DOMINO-AD STUDY AND MEMANTINE CLINICAL TRIAL PROGRAM","year":2015,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hendrix Genetics (Canada)","funders":"","keywords":"Memantine; Donepezil; Medicine; Randomized controlled trial; Clinical trial; Post-hoc analysis; Placebo; Internal medicine; Dementia; Disease","authors":[{"name":"Suzanne Hendrix","is_ca":true},{"name":"N. Ellison","is_ca":false},{"name":"Simon Stanworth","is_ca":false},{"name":"Victor Otcheretko","is_ca":false},{"name":"Pierre N. Tariot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1770983267009565,"gpt":0.4866636798523904,"spread":0.3095653531514339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005925431,0.000156959,0.0006561313,0.0001278443,0.00005453671,0.00002411457,0.0001262425,0.00004220026,0.00004744603],"category_scores_gemma":[0.001945906,0.00009391443,0.0002680873,0.00009271484,0.0003230392,0.0002603734,0.0001013447,0.0001766208,7.567408e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008232273,"about_ca_system_score_gemma":0.0002406205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001650551,"about_ca_topic_score_gemma":0.000005960447,"domain_scores_codex":[0.9969093,0.001127715,0.0009528736,0.0001917191,0.0006567396,0.0001616531],"domain_scores_gemma":[0.9966373,0.001072924,0.0006913944,0.0002022372,0.0009292475,0.0004669268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7340434,0.008353751,0.107138,0.0002232505,0.004476795,0.00004928003,0.0009641478,3.337081e-7,0.001848446,0.000005638732,0.0004036571,0.1424933],"study_design_scores_gemma":[0.1391962,0.1324067,0.7009825,0.001084853,0.02013477,0.00002776452,0.001572556,0.0001122469,0.004120823,0.0001739224,0.00005108853,0.0001366159],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989462,0.005817065,0.00005125466,0.0004355477,0.0001264092,0.004033762,0.00005873303,0.000006368451,0.000008862464],"genre_scores_gemma":[0.9989401,0.0004043847,0.000367974,0.00002929296,0.0001522944,0.00004799799,0.00001769672,0.00001348953,0.00002674155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5948471,"threshold_uncertainty_score":0.3829719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387893351","doi":"10.14283/jpad.2023.110","title":"Targeting Endogenous Mechanisms of Brain Resilience for the Treatment and Prevention of Alzheimer's Disease","year":2023,"lang":"en","type":"review","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":11,"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":"Neurodegeneration; Neuroscience; Proteostasis; Neurotrophin; Disease; Dementia; Neuroprotection; Frontotemporal dementia; Alzheimer's disease; Endogeny; Neurology; Biology; Medicine; Receptor; Internal medicine; Cell biology","authors":[{"name":"Hayley R. C. Shanks","is_ca":true},{"name":"Kate M. Onuska","is_ca":true},{"name":"Stephen M. Massa","is_ca":false},{"name":"Taylor W. Schmitz","is_ca":true},{"name":"Frank M. Longo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1512719366625009,"gpt":0.3757066891271174,"spread":0.2244347524646166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001906194,0.0003420985,0.0009883522,0.0002283371,0.0002559816,0.00002403004,0.0005308528,0.00008556284,0.00003102649],"category_scores_gemma":[0.0005816762,0.0001869461,0.001175498,0.0003473295,0.0002870922,0.0002257746,0.00009307727,0.0001682797,0.000001948662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002808748,"about_ca_system_score_gemma":0.000582044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006572864,"about_ca_topic_score_gemma":0.000001675613,"domain_scores_codex":[0.9958112,0.001405658,0.001707902,0.0002880093,0.0005565012,0.0002307562],"domain_scores_gemma":[0.9942816,0.001135709,0.003701359,0.0004692696,0.0002086192,0.0002034215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002225673,0.002464095,0.00000392248,0.008739988,0.004410686,0.00003864946,0.0006259533,0.002036703,0.02928314,0.00765205,0.0006949013,0.9418243],"study_design_scores_gemma":[0.01153876,0.01753239,0.0004135572,0.06646892,0.3314631,0.0003472017,0.001007814,0.003230889,0.3803467,0.131251,0.05338453,0.003015117],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009139171,0.9919689,0.003555004,0.0002053359,0.0004400842,0.002519825,0.0003790831,0.00001146899,0.000006404054],"genre_scores_gemma":[0.03212634,0.9670747,0.0002180176,0.00002068531,0.0001999797,0.00009621216,0.00002498757,0.00005523357,0.0001838602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9388091,"threshold_uncertainty_score":0.7623441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400010601","doi":"10.14283/jpad.2024.123","title":"Characterizing Clinical Progression in Cognitively Unimpaired Older Individuals with Brain Amyloid: Results from the A4 Study","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Avid Radiopharmaceuticals; National Institutes of Health; National Institute on Aging; Foundation for Neurologic Diseases; Eli Lilly and Company; GHR Foundation; Brigham and Women's Hospital; Alzheimer's Association","keywords":"Brain aging; Amyloid (mycology); Psychology; Neuroscience; Medicine; Cognition; Pathology","authors":[{"name":"Dorene M. Rentz","is_ca":false},{"name":"Paul B. Rosenberg","is_ca":false},{"name":"R A Sperling","is_ca":false},{"name":"Michael Donohue","is_ca":false},{"name":"Rema Raman","is_ca":false},{"name":"Aiyi Liu","is_ca":false},{"name":"Paul Aisen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06222826617923635,"gpt":0.4132324116445851,"spread":0.3510041454653487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005680975,0.0001535195,0.0003419856,0.0001718479,0.00007519122,0.00005921376,0.0002202398,0.00003933939,0.0001645624],"category_scores_gemma":[0.0004264051,0.00007249559,0.0002097925,0.0003654913,0.0001720178,0.0002582785,0.0001005585,0.0005309767,0.00001073056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001839627,"about_ca_system_score_gemma":0.0005063568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001719532,"about_ca_topic_score_gemma":0.000007719084,"domain_scores_codex":[0.9959872,0.001608689,0.001021117,0.0001990143,0.0009776289,0.0002063064],"domain_scores_gemma":[0.9978448,0.0009291541,0.0004748126,0.00023583,0.0003005732,0.0002148039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02333598,0.009004215,0.7614033,0.00009096839,0.005812209,0.0008915277,0.007065418,0.000003139178,0.001137161,0.00001668795,0.002484229,0.1887552],"study_design_scores_gemma":[0.007083621,0.002807529,0.9798442,0.003049084,0.003079562,0.00001975762,0.003043639,0.00005910489,0.0004956624,0.0002108456,0.0002247163,0.00008229059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867676,0.00289538,0.00009960179,0.008499165,0.0001107365,0.00145202,0.00007813579,0.00001281183,0.00008450661],"genre_scores_gemma":[0.999077,0.0001393767,0.00007975691,0.000282007,0.0002570859,0.00001748727,0.00003246933,0.00002038958,0.00009445134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2184409,"threshold_uncertainty_score":0.2956285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367331101","doi":"10.14283/jpad.2023.53","title":"White Matter Hyperintensity as a Vascular Contribution to the AT(N) Framework","year":2023,"lang":"en","type":"review","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Biomarker; Hyperintensity; Disease; White matter; Leukoaraiosis; Neuroscience; Etiology; Alzheimer's disease; Medicine; Psychology; Pathology; Biology; Magnetic resonance imaging; Dementia; Radiology","authors":[{"name":"K.P. Ng","is_ca":false},{"name":"jiahong shen","is_ca":false},{"name":"H.J. Chiew","is_ca":false},{"name":"Aik‐Kwang Ng","is_ca":false},{"name":"N. Kandiah","is_ca":false},{"name":"P. Rosa-Neto","is_ca":true},{"name":"S. Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05710512933234454,"gpt":0.3946486774698377,"spread":0.3375435481374932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002467576,0.000257067,0.001036802,0.0002388887,0.0001412654,0.0000268948,0.0003732203,0.0001049199,0.001714276],"category_scores_gemma":[0.0005069485,0.0001286021,0.001492698,0.0004590554,0.0001097981,0.00008569808,0.0002804746,0.0005966316,0.00118942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008291104,"about_ca_system_score_gemma":0.0004490535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003916887,"about_ca_topic_score_gemma":8.113362e-7,"domain_scores_codex":[0.9966545,0.0009125649,0.0009297259,0.0001715088,0.00104785,0.0002838368],"domain_scores_gemma":[0.9973027,0.0002077907,0.000800496,0.0005401398,0.000758217,0.0003906319],"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":[0.008166121,0.003559216,0.01497694,0.02228295,0.05596432,0.0009209079,0.000836662,0.0000272402,0.00001334327,0.0008481361,0.07174263,0.8206615],"study_design_scores_gemma":[0.001132104,0.0009945399,0.1115367,0.03316427,0.06341793,0.0002758479,0.0001076483,0.000004267944,0.00001470172,0.001357671,0.7877035,0.0002907877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002143023,0.9916458,0.0008852971,0.002697438,0.0003041427,0.002130395,0.00005446365,0.00001200338,0.0001274287],"genre_scores_gemma":[0.008701768,0.9885564,0.00005126882,0.0005690909,0.0003966498,0.00005326558,0.00004037704,0.00005165489,0.001579467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8203707,"threshold_uncertainty_score":0.9995883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387110028","doi":"10.14283/jpad.2023.126","title":"Cytomegalovirus Infection and Alzheimer's Disease: A Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meta-analysis; Odds ratio; Medicine; Subgroup analysis; Confidence interval; Cochrane Library; Internal medicine; Confounding; Publication bias; Population; Observational study; Cohort study; Environmental health","authors":[{"name":"Qin Ji","is_ca":false},{"name":"Wei‐Shiung Lian","is_ca":false},{"name":"Meng Yu","is_ca":false},{"name":"Wanqing Liu","is_ca":false},{"name":"Mengchuan Zhuang","is_ca":false},{"name":"Nan Zheng","is_ca":false},{"name":"Ingvar Karlsson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2333963357873352,"gpt":0.4382234794694644,"spread":0.2048271436821292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003031422,0.0005615221,0.004407834,0.001851835,0.0001683933,0.00007133094,0.0003626939,0.0001842762,0.001249927],"category_scores_gemma":[0.0002705594,0.0003262745,0.007804649,0.002014377,0.0002942302,0.0002640505,0.0002398233,0.0008569405,0.0000917721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006123496,"about_ca_system_score_gemma":0.001333184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009147101,"about_ca_topic_score_gemma":0.00002375528,"domain_scores_codex":[0.9945402,0.001224365,0.002088369,0.0003687689,0.001400396,0.0003779474],"domain_scores_gemma":[0.9947677,0.0004387969,0.002272734,0.000888814,0.0005784816,0.001053451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001000229,0.0006425289,0.0001211381,0.005265016,0.7527684,0.0002123915,0.00006035742,0.00003551839,0.000001186698,0.0001053965,0.00155495,0.2382329],"study_design_scores_gemma":[0.0004554185,0.0001994916,0.002497034,0.001153649,0.8226677,0.00004870894,0.000008384372,0.00002726346,0.00000234295,0.0002753741,0.1724361,0.0002285131],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001422225,0.997577,0.00007958531,0.000311077,0.0001191333,0.001354572,0.0003089425,0.00002950915,0.00007800171],"genre_scores_gemma":[0.003159411,0.9956576,0.00004968743,0.00004976213,0.0002914509,0.00006210558,0.0000751597,0.00009815826,0.0005567271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2380044,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210345999","doi":"10.14283/jpad.2022.20","title":"Validity of Online Versus In-Clinic Self-Reported Everyday Cognition Scale","year":2022,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; Nestec; IXICO; Servier; Eisai; Buck Institute for Research on Aging; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; H. Lundbeck A/S; National Institute of Mental Health; Patient-Centered Outcomes Research Institute; U.S. Department of Defense; Eli Lilly and Company; Australian Catholic University; University of Southern California; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; California Department of Public Health; Alzheimer's Association; F. Hoffmann-La Roche; Genentech; Larry L. Hillblom Foundation; National Institutes of Health; Robert Wood Johnson Foundation; Foundation for the National Institutes of Health; Meso Scale Diagnostics","keywords":"Cognition; Psychology; Everyday life; Scale (ratio); Clinical psychology; Psychiatry","authors":[{"name":"Taylor Howell","is_ca":false},{"name":"John Neuhaus","is_ca":false},{"name":"M. Maria Glymour","is_ca":false},{"name":"Michael W. Weiner","is_ca":false},{"name":"Rachel L. Nosheny","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07977091964656877,"gpt":0.3877784109895679,"spread":0.3080074913429991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002264899,0.00008955364,0.0002864485,0.0002414059,0.00006099237,0.000003408982,0.0001417893,0.00001998319,0.0028798],"category_scores_gemma":[0.0001892762,0.0000689793,0.0002988914,0.0003257332,0.00008208666,0.0001197341,0.0001025437,0.0003018744,0.000004681332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003936614,"about_ca_system_score_gemma":0.0005375179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007215683,"about_ca_topic_score_gemma":0.000003475966,"domain_scores_codex":[0.9972925,0.0007101967,0.0008306733,0.00009264956,0.0009312184,0.0001427717],"domain_scores_gemma":[0.9982287,0.0001643791,0.0008083947,0.0001858293,0.0004578719,0.0001548326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1121913,0.0671941,0.728311,0.0009357069,0.0157268,0.0008286499,0.00215007,0.0002435743,0.02794797,0.0000389028,0.006741318,0.03769059],"study_design_scores_gemma":[0.009297838,0.00347949,0.9712344,0.0002061608,0.008603758,0.00005153067,0.0009673432,0.00009758757,0.005041074,0.0007474166,0.0001885306,0.00008488075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972253,0.001059152,0.00005618581,0.0005184247,0.0002127161,0.0004330647,0.00004985816,0.000006003491,0.000439228],"genre_scores_gemma":[0.9992604,0.0002711848,0.000126984,0.00004977839,0.0000603581,0.000007624083,0.00004238995,0.00001044031,0.000170796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2429234,"threshold_uncertainty_score":0.9980317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}