{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":75,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":75,"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":"70333643dfab","filters":{"venue":"Cerebral Circulation - Cognition and Behavior"}},"results":[{"id":"W4396622524","doi":"10.1016/j.cccb.2024.100222","title":"Is the difference real, is the difference relevant: the minimal detectable and clinically important changes in the Montreal Cognitive Assessment","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Sahlgrenska Universitetssjukhuset; Greta och Einar Askers Stiftelse; Stiftelsen Edit Jakobssons Donationsfond; Hjärnfonden; Swedish Stroke Foundation; Region Uppsala; John och Brit Wennerströms Stiftelse för Neurologisk Forskning; Hjärt-Lungfonden; Västra Götalandsregionen; Riksförbundet HjärtLung; Stiftelsen Handlanden Hjalmar Svenssons; Stroke Foundation; Rune och Ulla Amlövs Stiftelse för Neurologisk och Reumatologisk Forskning","keywords":"Montreal Cognitive Assessment; Minimal clinically important difference; Confidence interval; Medicine; Cognition; Standard error; Stroke (engine); Intraclass correlation; Physical therapy; Statistics; Psychometrics; Cognitive impairment; Mathematics; Randomized controlled trial; Surgery; Internal medicine; Clinical psychology; Psychiatry","authors":[{"name":"Elias Lindvall","is_ca":false},{"name":"Tamar Abzhandadze","is_ca":false},{"name":"Terence J. Quinn","is_ca":false},{"name":"Katharina S. Sunnerhagen","is_ca":false},{"name":"Erik Lundström","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04252400746232778,"gpt":0.3421083557406014,"spread":0.2995843482782737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02146393,0.0005148403,0.001627253,0.00197594,0.0006651119,0.002142741,0.001446158,0.001539852,0.002091449],"category_scores_gemma":[0.1110976,0.0002351573,0.001440376,0.001763236,0.002235746,0.002754147,0.001220431,0.001403928,0.000292855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636837,"about_ca_system_score_gemma":0.001837604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003957628,"about_ca_topic_score_gemma":0.006202732,"domain_scores_codex":[0.98392,0.008212244,0.002034328,0.001828208,0.003670509,0.000334627],"domain_scores_gemma":[0.9443449,0.03299419,0.01247711,0.002667689,0.00620587,0.001310267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01449031,0.0005634571,0.6686719,0.005253623,0.01180878,0.00027144,0.00166163,0.002225422,0.001108707,0.01480229,0.02292318,0.2562193],"study_design_scores_gemma":[0.001399311,0.003737486,0.9104819,0.001784845,0.004199595,0.00106408,0.001269676,0.006538492,0.001116897,0.04785378,0.02016385,0.0003901563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8461697,0.07214863,0.02145594,0.02310256,0.003729623,0.0006670661,0.00919318,0.0001652696,0.02336805],"genre_scores_gemma":[0.9913921,0.001685106,0.004145728,0.0007811895,0.0005656627,0.0002359585,0.0008300656,0.00001890506,0.0003452899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02146393,"threshold_uncertainty_score":0.1135135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199120027","doi":"10.1016/j.cccb.2021.100028","title":"White matter hyperintensities and mild behavioral impairment: Findings from the MEMENTO cohort study","year":2021,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"Canadian Institutes of Health Research; Fondation Plan Alzheimer; Université de Bordeaux; Institut National de la Santé et de la Recherche Médicale","keywords":"Apathy; Hyperintensity; Dementia; Memory clinic; Psychology; Cohort; Cognitive decline; Executive dysfunction; Population; Cognitive impairment; Leukoaraiosis; Brain size; Cognition; Audiology; Psychiatry; Medicine; Clinical psychology; Internal medicine; Magnetic resonance imaging; Disease; Neuropsychology","authors":[{"name":"Ruxin Miao","is_ca":true},{"name":"Hung‐Yu Chen","is_ca":true},{"name":"Philippe Robert","is_ca":false},{"name":"Eric E. Smith","is_ca":true},{"name":"Zahinoor Ismail","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03302572980808813,"gpt":0.3132307462823119,"spread":0.2802050164742237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001696,0.0007090029,0.0004385909,0.001273119,0.000828136,0.001032334,0.0007154145,0.0008212872,0.001671807],"category_scores_gemma":[0.002351145,0.0003769574,0.0008156512,0.0008522962,0.0002830124,0.000473689,0.0007163665,0.0005864556,0.0002766333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006013228,"about_ca_system_score_gemma":0.0003892385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02271241,"about_ca_topic_score_gemma":0.03041459,"domain_scores_codex":[0.9996154,0.0001109175,0.00003554475,0.0001108149,0.00005571209,0.0000715842],"domain_scores_gemma":[0.9991053,0.00009787823,0.0003711619,0.0001297023,0.00008446172,0.0002115368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003841319,0.00005695547,0.9972888,0.00001827686,0.0002885346,0.0001752549,0.0002160758,0.00002984075,0.0001675557,0.00003143847,0.0003405294,0.001002659],"study_design_scores_gemma":[0.00002207125,0.00003200921,0.9993542,0.000009157395,0.000085957,0.0001239096,0.0001098075,0.00004899257,0.00001728948,0.00001907773,0.0001735576,0.000003915959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976247,0.0005047001,0.00004868882,0.0001053965,0.00001265441,0.000016235,0.001177593,0.000004833487,0.0005053425],"genre_scores_gemma":[0.9981206,0.0002399478,0.00009363989,0.00006472818,0.00003479746,0.00003491597,0.001052172,0.000003830136,0.00035535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02271241,"threshold_uncertainty_score":0.04516041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392094712","doi":"10.1016/j.cccb.2024.100216","title":"Fluid biomarkers of the neurovascular unit in cerebrovascular disease and vascular cognitive disorders: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute on Aging; National Health and Medical Research Council; University of New South Wales","keywords":"Medicine; Meta-analysis; Biomarker; Endothelial dysfunction; Stroke (engine); Internal medicine; Bioinformatics; Neurovascular bundle; Pathology; Oncology; Biology","authors":[{"name":"Gurpreet Kaur Hansra","is_ca":false},{"name":"Tharusha Jayasena","is_ca":false},{"name":"Satoshi Hosoki","is_ca":false},{"name":"Anne Poljak","is_ca":false},{"name":"Ben C. P. Lam","is_ca":false},{"name":"Ruslan Rust","is_ca":false},{"name":"Abhay P. Sagare","is_ca":false},{"name":"Berislav V. Zloković","is_ca":false},{"name":"Anbupalam Thalamuthu","is_ca":false},{"name":"Perminder S. Sachdev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09095379857896854,"gpt":0.3279341993482499,"spread":0.2369804007692813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01393293,0.002687068,0.01851295,0.00761578,0.0008266939,0.003588603,0.002048622,0.002126318,0.002917769],"category_scores_gemma":[0.03507384,0.001352554,0.03398704,0.009694664,0.0008295086,0.001691088,0.001698946,0.001463936,0.0003043947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002647361,"about_ca_system_score_gemma":0.004479541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008325166,"about_ca_topic_score_gemma":0.01734975,"domain_scores_codex":[0.9898511,0.004418416,0.003115673,0.00118343,0.001096604,0.0003348773],"domain_scores_gemma":[0.9746172,0.01917254,0.003463739,0.0007729951,0.001725916,0.0002476715],"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":[0.001083853,0.00001989016,0.006946122,0.5205666,0.4589664,0.0001426082,0.0001069238,0.0004296286,0.0002099378,0.0001398777,0.0005746353,0.01081349],"study_design_scores_gemma":[0.0002430596,0.00014149,0.005294051,0.03994413,0.9522266,0.0001048173,0.00005367897,0.0001425736,0.0001036332,0.0001512122,0.001569499,0.00002527455],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003511808,0.9949151,0.0004512161,0.000138521,0.00008279138,0.0001958374,0.0005351934,0.00001612068,0.0001533503],"genre_scores_gemma":[0.1424121,0.8513584,0.002474129,0.0007309233,0.0002459557,0.001338536,0.001146404,0.0000286561,0.00026493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01851295,"threshold_uncertainty_score":0.07368523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295338794","doi":"10.1016/j.cccb.2022.100151","title":"Inflammatory biomarkers and motoric cognitive risk syndrome: Multicohort survey","year":2022,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; Institut Universitaire de Gériatrie de Montréal; Jewish General Hospital","funders":"Japan Society for the Promotion of Science; Medical Research Council; National Institutes of Health; National Center for Geriatrics and Gerontology; National Health and Medical Research Council; Japan Agency for Medical Research and Development; National Institute on Aging; Ministry of Health, Labour and Welfare; Glenn Foundation for Medical Research; American Federation for Aging Research","keywords":"Medicine; Internal medicine; Odds ratio; C-reactive protein; Dementia; Confidence interval; Cognitive decline; Confounding; Disease; Geriatrics; Vascular dementia; Gerontology; Physical therapy; Inflammation; Psychiatry","authors":[{"name":"Justina Groeger","is_ca":false},{"name":"Emmeline Ayers","is_ca":false},{"name":"Nir Barzilai","is_ca":false},{"name":"Olivier Beauchet","is_ca":true},{"name":"Michele L. Callisaya","is_ca":false},{"name":"Maral R. Torossian","is_ca":false},{"name":"Carol A. Derby","is_ca":false},{"name":"Takehiko Doi","is_ca":false},{"name":"Richard B. Lipton","is_ca":false},{"name":"Sofiya Milman","is_ca":false},{"name":"Sho Nakakubo","is_ca":false},{"name":"Hiroyuki Shimada","is_ca":false},{"name":"Velandai Srikanth","is_ca":false},{"name":"Cuiling Wang","is_ca":false},{"name":"Joe Verghese","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03357774694530683,"gpt":0.2644593145006195,"spread":0.2308815675553127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003740407,0.0006211092,0.001208417,0.001328671,0.0003832116,0.0006645366,0.000450718,0.0007918333,0.0009509687],"category_scores_gemma":[0.00411692,0.0006758493,0.002793653,0.002944574,0.0002636334,0.0004550478,0.0007784635,0.0004728779,0.0001847981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747357,"about_ca_system_score_gemma":0.0004320747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003726576,"about_ca_topic_score_gemma":0.004847585,"domain_scores_codex":[0.9975687,0.0009456645,0.000524936,0.000509367,0.0003152845,0.0001361133],"domain_scores_gemma":[0.9971954,0.0004746478,0.001430343,0.0003805123,0.0003797238,0.00013945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001013122,0.00007292816,0.9905452,0.0005293653,0.005734453,0.00006142421,0.00007487457,0.0001000313,0.0002443469,0.00002116733,0.0002456043,0.001357574],"study_design_scores_gemma":[0.0002345355,0.0005581246,0.9933853,0.0001301176,0.004314424,0.0003419478,0.0001292624,0.0002572805,0.00009985712,0.00005110749,0.0004828109,0.00001525359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804336,0.0134888,0.0009711264,0.0001132928,0.00002913619,0.0002201975,0.004455071,0.00001639539,0.0002723133],"genre_scores_gemma":[0.9947348,0.002015528,0.0006558993,0.0001845713,0.00003111853,0.0002518295,0.001952819,0.000004249674,0.0001693334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003740407,"threshold_uncertainty_score":0.01978135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318263450","doi":"10.1016/j.cccb.2023.100158","title":"Fornix degeneration in risk factors of Alzheimer's disease, possible trigger of cognitive decline","year":2023,"lang":"en","type":"review","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill Genome Centre; Montreal Neurological Institute and Hospital","funders":"","keywords":"Fornix; Neuroscience; Hyperintensity; Psychology; Dementia; Cognitive decline; Neuroinflammation; Hippocampus; White matter; Disease; Degeneration (medical); Medicine; Magnetic resonance imaging; Pathology","authors":[{"name":"María Lacalle‐Aurioles","is_ca":true},{"name":"Yasser Iturria‐Medina","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1725131177471746,"gpt":0.3720133989430112,"spread":0.1995002811958366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003476799,0.0006532487,0.001000413,0.002193297,0.0002641744,0.000809204,0.0005719957,0.0009946034,0.002799562],"category_scores_gemma":[0.0006029779,0.0001690904,0.0004456303,0.001433301,0.0003157016,0.0008678875,0.0004755881,0.001033976,0.001209035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890971,"about_ca_system_score_gemma":0.0009663242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001475612,"about_ca_topic_score_gemma":0.002413913,"domain_scores_codex":[0.9998994,0.00001885204,0.00002168526,0.00002052334,0.00002888955,0.00001074368],"domain_scores_gemma":[0.9998299,0.00008322242,0.000026736,0.000004201799,0.00004146944,0.00001452608],"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":[0.0001289308,0.0000777396,0.0004168992,0.02838543,0.000127527,0.0003970526,0.00008524275,0.0002347757,0.001073928,0.003035628,0.02472261,0.9413144],"study_design_scores_gemma":[0.00002989346,0.0001583975,0.00275167,0.01122877,0.0003036443,0.004445468,0.000122985,0.000135891,0.0005366789,0.003372161,0.976886,0.00002838435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001074668,0.999007,0.00004734409,0.0001721119,0.00009997111,0.000002979302,0.00001303312,0.000003477405,0.0005467008],"genre_scores_gemma":[0.0007756514,0.9985313,0.000110951,0.0001153033,0.0001192512,0.000005887506,0.00002294229,8.440725e-7,0.0003178635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002799562,"threshold_uncertainty_score":0.009365499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214548082","doi":"10.1016/j.cccb.2022.100131","title":"Platelet-derived growth factor-BB and white matter hyperintensity burden in APOE4 carriers","year":2022,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Nitric Oxide and Endothelin Effects","field":"Medicine","cited_by":17,"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 Institute on Aging; National Institutes of Health; Alzheimer's Association","keywords":"Hyperintensity; Internal medicine; Medicine; Platelet; Cardiology; Magnetic resonance imaging; Radiology","authors":[{"name":"Arunima Kapoor","is_ca":false},{"name":"Daniel A. Nation","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02172730259254794,"gpt":0.2512967962272712,"spread":0.2295694936347233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006099781,0.0004579786,0.0003791116,0.001002388,0.0004895476,0.0004535366,0.0002886447,0.0007360903,0.001765996],"category_scores_gemma":[0.002212248,0.0003838587,0.0003892473,0.0005542717,0.000309822,0.0004050678,0.0003415136,0.0004067607,0.0002842885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149121,"about_ca_system_score_gemma":0.0001977158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009171888,"about_ca_topic_score_gemma":0.004862692,"domain_scores_codex":[0.9998274,0.0000470275,0.00002354318,0.00003776381,0.00002907907,0.00003517159],"domain_scores_gemma":[0.9990464,0.0002255385,0.0004055888,0.00006939621,0.00006927202,0.0001837171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002080685,0.0001660346,0.994051,0.00001208412,0.0001107397,0.0005253894,0.0002037611,0.00004833582,0.001335343,0.00003127449,0.00008768252,0.001347495],"study_design_scores_gemma":[0.00002693396,0.0003148162,0.9986036,0.000005394503,0.0000780521,0.0003914316,0.0001388931,0.0002126171,0.00009787583,0.00005314889,0.00007288847,0.000004284808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997455,0.00008881062,0.00001470836,0.00001159255,0.000002578294,0.000001732419,0.00002674017,0.000001168554,0.0001070723],"genre_scores_gemma":[0.9996471,0.00004529799,0.00002824483,0.00001058632,0.000007663247,0.000003446787,0.00007182151,0.000001244461,0.0001845371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009171888,"threshold_uncertainty_score":0.01823705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224089514","doi":"10.1016/j.cccb.2022.100142","title":"Automatic quantification of perivascular spaces in T2-weighted images at 7 T MRI","year":2022,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"H2020 European Research Council; HORIZON EUROPE Framework Programme; European Research Council; Seventh Framework Programme; Horizon 2020 Framework Programme; Weston Brain Institute","keywords":"Perivascular space; T2 weighted; Artificial intelligence; Magnetic resonance imaging; Computer science; Pattern recognition (psychology); Medicine; Computer vision; Radiology","authors":[{"name":"J.M. Spijkerman","is_ca":false},{"name":"Jaco J.M. Zwanenburg","is_ca":false},{"name":"W. H. Bouvy","is_ca":false},{"name":"Mirjam I. Geerlings","is_ca":false},{"name":"G.J. Biessels","is_ca":false},{"name":"Jeroen Hendrikse","is_ca":false},{"name":"P.R. Luijten","is_ca":false},{"name":"Hugo J. Kuijf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03498815468777981,"gpt":0.2781392767309738,"spread":0.243151122043194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002129782,0.0005406858,0.0004530518,0.003029468,0.0002773294,0.00123987,0.0005529915,0.000622498,0.001044401],"category_scores_gemma":[0.004813655,0.0004396794,0.0002864674,0.0007638995,0.0003513456,0.0008038438,0.0005336038,0.0003295873,0.0006392057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726237,"about_ca_system_score_gemma":0.0003334482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051407,"about_ca_topic_score_gemma":0.001791936,"domain_scores_codex":[0.9990875,0.0002799787,0.00009518096,0.0002351206,0.0002386563,0.00006365003],"domain_scores_gemma":[0.9976737,0.0007235243,0.0004916667,0.0002790585,0.0007459819,0.00008612302],"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":[0.001222574,0.0001715943,0.1229595,0.001022074,0.0004075237,0.0007900042,0.001334972,0.01126795,0.4784221,0.001464534,0.002299662,0.3786376],"study_design_scores_gemma":[0.0001079362,0.0006514302,0.5671442,0.000241224,0.0003432076,0.006860716,0.0006604235,0.1891366,0.2240427,0.00353181,0.006995918,0.00028395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7621689,0.001430564,0.2317937,0.00008516419,0.00003933439,0.0001756026,0.0008268621,0.001654755,0.00182516],"genre_scores_gemma":[0.7662639,0.0007120779,0.2300657,0.00005506331,0.00005037674,0.0001946314,0.001105025,0.000297321,0.001255969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003029468,"threshold_uncertainty_score":0.01126349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221015727","doi":"10.1016/j.cccb.2022.100136","title":"Heart rate variability and cognitive performance in adults with cardiovascular risk","year":2022,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Heart Rate Variability and Autonomic Control","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":"Cardiology; Internal medicine; Cognition; Medicine; Heart rate variability; Heart rate; Blood pressure; Psychiatry","authors":[{"name":"Camillo Imbimbo","is_ca":false},{"name":"Marco Spallazzi","is_ca":false},{"name":"Francesca Ferrari-Pellegrini","is_ca":false},{"name":"Amanda Villa","is_ca":false},{"name":"Alessandro Zilioli","is_ca":false},{"name":"Carlotta Mutti","is_ca":false},{"name":"Liborio Parrino","is_ca":false},{"name":"Davide Lazzeroni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01320799520290816,"gpt":0.2303002944361524,"spread":0.2170922992332442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004798078,0.0003084278,0.000343027,0.0004967412,0.000155473,0.0003364311,0.0001753534,0.000275894,0.0008995986],"category_scores_gemma":[0.001664888,0.00008526719,0.000236545,0.00056537,0.0001131566,0.0001749531,0.0002321871,0.0004138048,0.0001730103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009423876,"about_ca_system_score_gemma":0.0001004193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300428,"about_ca_topic_score_gemma":0.001321562,"domain_scores_codex":[0.9997879,0.00005156104,0.00002918368,0.00004303257,0.00005847415,0.00002985214],"domain_scores_gemma":[0.9992278,0.0001657858,0.0003553763,0.00004119111,0.0001010248,0.0001089657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001236876,0.00006072993,0.9954996,0.00002099261,0.0001014131,0.00006234917,0.00005255553,0.0000584676,0.0003426897,0.00001086513,0.00009523721,0.003571329],"study_design_scores_gemma":[0.00000149932,0.00006226857,0.9997003,0.0000025575,0.00001085089,0.00008280812,0.0000128957,0.00006013571,0.00002065531,0.00001172322,0.00003332605,9.321073e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974214,0.00120947,0.0001700841,0.000054661,0.00001519828,0.00001019412,0.0003253591,0.000008928806,0.000784647],"genre_scores_gemma":[0.9992199,0.0002148984,0.0001208694,0.00001954688,0.00002627275,0.000007963226,0.0002771156,0.000001160173,0.000112155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001300428,"threshold_uncertainty_score":0.003009498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382196142","doi":"10.1016/j.cccb.2023.100173","title":"Teleneuropsychology for vascular cognitive impairment: Which tools do we have?","year":2023,"lang":"en","type":"review","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cognition; Modalities; Psychology; Test (biology); Cognitive test; Executive functions; Montreal Cognitive Assessment; Cognitive psychology; Cognitive impairment; Psychiatry","authors":[{"name":"Emilia Salvadori","is_ca":false},{"name":"Leonardo Pantoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1163884706575337,"gpt":0.421316954807002,"spread":0.3049284841494683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01774321,0.0008838687,0.003233376,0.002452677,0.0008620482,0.005586976,0.00253877,0.003250186,0.006582699],"category_scores_gemma":[0.04976156,0.0005370285,0.001754868,0.002535132,0.002935807,0.01515767,0.001639936,0.004996573,0.002513551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984404,"about_ca_system_score_gemma":0.005866589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007392583,"about_ca_topic_score_gemma":0.01266889,"domain_scores_codex":[0.9948414,0.002618102,0.0008032066,0.0005157559,0.0009390236,0.0002825198],"domain_scores_gemma":[0.9567243,0.02546271,0.003542896,0.001273481,0.01061582,0.00238073],"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":[0.0003047493,0.00008663663,0.008898834,0.01176621,0.0002025429,0.0001670514,0.0005886119,0.0001715731,0.0001484595,0.005323051,0.02826833,0.944074],"study_design_scores_gemma":[0.0003360089,0.001236678,0.05341233,0.2052922,0.001723798,0.004350033,0.009842481,0.001511378,0.0006724615,0.0469561,0.6742153,0.0004512521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002369134,0.9154986,0.002322971,0.07377582,0.00191198,0.00006103916,0.0002538808,0.0000693113,0.003737428],"genre_scores_gemma":[0.03296535,0.9377475,0.009061783,0.01470903,0.003733988,0.0002397044,0.0003676923,0.00004319613,0.001131729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01774321,"threshold_uncertainty_score":0.09383619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211165247","doi":"10.1016/j.cccb.2022.100044","title":"What does aducanumab treatment of Alzheimer's disease mean for research on vascular cognitive disorders?","year":2022,"lang":"en","type":"editorial","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Medical Research Council; Agence Nationale de la Recherche","keywords":"Observational study; Cognition; Disease; Cognitive impairment; Medicine; Alzheimer's disease; Psychology; Vascular dementia; Dementia; Psychiatry; Clinical psychology; Internal medicine","authors":[{"name":"Anders Wallin","is_ca":false},{"name":"Suvarna Alladi","is_ca":false},{"name":"Sandra E. Black","is_ca":true},{"name":"Christopher Chen","is_ca":false},{"name":"Steven M. Greenberg","is_ca":false},{"name":"Deborah Gustafson","is_ca":false},{"name":"Jeremy D. Isaacs","is_ca":false},{"name":"Hanna Jokinen","is_ca":false},{"name":"Raj N. Kalaria","is_ca":false},{"name":"Vincent Mok","is_ca":false},{"name":"Leonardo Pantoni","is_ca":false},{"name":"Florence Pasquier","is_ca":false},{"name":"Gustavo C. Román","is_ca":false},{"name":"Gary A. Rosenberg","is_ca":false},{"name":"Reinhold Schmidt","is_ca":false},{"name":"Eric E. Smith","is_ca":true},{"name":"Atticus H. Hainsworth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1217101541592558,"gpt":0.3883712811173824,"spread":0.2666611269581267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01224089,0.003981531,0.004592004,0.002663397,0.003212016,0.006110838,0.003988462,0.026067,0.007042343],"category_scores_gemma":[0.02780367,0.001365296,0.002848232,0.00153094,0.003199656,0.005788896,0.001216159,0.03232911,0.009110968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003535927,"about_ca_system_score_gemma":0.003435426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002430629,"about_ca_topic_score_gemma":0.005838353,"domain_scores_codex":[0.9959111,0.0008527935,0.0006880639,0.0004080377,0.001897353,0.0002425564],"domain_scores_gemma":[0.9782714,0.01139118,0.001006777,0.0005816113,0.006172946,0.002575965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008404999,0.00002051666,0.00002905454,0.0003879973,0.00002714335,0.0001338731,0.00001386852,0.00002293823,0.00005222352,0.0003945297,0.9902604,0.008573446],"study_design_scores_gemma":[0.0002273303,0.00009624028,0.0004986744,0.001146577,0.0001379574,0.0004786249,0.00007181236,0.0002211285,0.0001532972,0.002117262,0.9948126,0.00003845929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004544161,0.009756467,0.00009780451,0.04884091,0.9397628,0.00002793453,0.00004298921,0.00005676958,0.001368835],"genre_scores_gemma":[0.0004025347,0.008421596,0.0001368332,0.05427998,0.9305853,0.00003669403,0.00002920708,0.00003339551,0.006074433],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.026067,"threshold_uncertainty_score":0.06473678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321793102","doi":"10.1016/j.cccb.2023.100163","title":"Language discordance as a marker of disparities in cerebrovascular risk and stroke outcomes: A multi-center Canadian study","year":2023,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Baycrest Hospital; Sunnybrook Hospital; Trillium Health Centre; Thunder Bay Regional Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; London Health Sciences Centre; McMaster University; Hamilton General Hospital; Toronto Western Hospital; Ottawa Hospital; Health Sciences Centre; University Health Network; Hamilton Health Sciences; University of Toronto","funders":"Department of Medicine, University of California, San Francisco; Canadian Institutes of Health Research; Ontario Brain Institute; Heart and Stroke Foundation of Canada","keywords":"Medicine; Obstructive sleep apnea; Stroke (engine); Concordance; Internal medicine; Dyslipidemia; Depression (economics); Odds ratio; Sleep apnea; Diabetes mellitus; Risk factor; Physical therapy; Obesity","authors":[{"name":"Ryan T. Muir","is_ca":true},{"name":"Arunima Kapoor","is_ca":true},{"name":"Megan L. Cayley","is_ca":true},{"name":"Michelle N. Sicard","is_ca":true},{"name":"Karen Lien","is_ca":true},{"name":"Alisia Southwell","is_ca":true},{"name":"Dar Dowlatshahi","is_ca":true},{"name":"Demetrios J. Sahlas","is_ca":true},{"name":"Gustavo Saposnik","is_ca":true},{"name":"Jennifer Mandzia","is_ca":true},{"name":"Leanne K. Casaubon","is_ca":true},{"name":"Ayman Hassan","is_ca":true},{"name":"Yaël Perez","is_ca":true},{"name":"Daniel Selchen","is_ca":true},{"name":"Brian J. Murray","is_ca":true},{"name":"Krista L. Lanctôt","is_ca":true},{"name":"Moira K. Kapral","is_ca":true},{"name":"Nathan Herrmann","is_ca":true},{"name":"Stephen C. Strother","is_ca":true},{"name":"Amy Yu","is_ca":true},{"name":"Peter C. Austin","is_ca":true},{"name":"Susan E. Bronskill","is_ca":true},{"name":"Richard H. Swartz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0363238820061447,"gpt":0.3086361182978182,"spread":0.2723122362916736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001641505,0.0005452613,0.0006792163,0.001251433,0.004071267,0.001521575,0.001665253,0.0008131217,0.001687327],"category_scores_gemma":[0.003662302,0.0005512031,0.001114481,0.004033685,0.0007672858,0.0005503063,0.001307987,0.001078072,0.000200908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01142418,"about_ca_system_score_gemma":0.01577455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787066,"about_ca_topic_score_gemma":0.9821805,"domain_scores_codex":[0.9985791,0.0001802968,0.0001151377,0.0003828795,0.0003496289,0.0003930095],"domain_scores_gemma":[0.9964354,0.0002375946,0.0008753845,0.000278634,0.00149524,0.0006777323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001035707,0.00004031247,0.9972241,0.0000289229,0.0001078777,0.00007381762,0.0006847244,0.00003675533,0.0001116477,0.000066243,0.0005171081,0.001004962],"study_design_scores_gemma":[0.00001607666,0.0000252802,0.9985011,0.00002844767,0.00006594962,0.00007055121,0.0006903159,0.0001943508,0.00003502705,0.00002342095,0.0003357465,0.0000138115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947384,0.0005045743,0.00009535572,0.0002732861,0.00001218815,0.0000594864,0.002956866,0.000005635904,0.001354176],"genre_scores_gemma":[0.9979938,0.0002585608,0.0001576629,0.0001156198,0.00000889681,0.00002384423,0.001171869,0.000004339963,0.0002654422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0212934,"threshold_uncertainty_score":0.08288866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206166152","doi":"10.1016/j.cccb.2022.100041","title":"Neuropsychiatric symptoms as a sign of small vessel disease progression in cognitive impairment","year":2022,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Linda C. Campbell Foundation; Fondation Leducq; Chief Scientist Office; Scottish Funding Council; Alzheimer’s Research UK; W. Garfield Weston Foundation; Sunnybrook Research Institute; Alzheimer Society; Alzheimer's Association; Canadian Vascular Network; UK Dementia Research Institute; Heart and Stroke Foundation of Canada","keywords":"Medicine; Dementia; Atrophy; Internal medicine; Population; Vascular dementia; Hyperintensity; Cardiology; Brain size; Disease; Magnetic resonance imaging; Radiology","authors":[{"name":"Úna Clancy","is_ca":false},{"name":"Joel Ramirez","is_ca":true},{"name":"Francesca M. Chappell","is_ca":false},{"name":"Fergus Doubal","is_ca":false},{"name":"Joanna M. Wardlaw","is_ca":false},{"name":"Sandra E. Black","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02578357326015848,"gpt":0.3267654107448952,"spread":0.3009818374847367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001182118,0.0003536297,0.0002613288,0.0007134781,0.0002977069,0.0006575371,0.0003706766,0.000415599,0.00136391],"category_scores_gemma":[0.0045176,0.0002118437,0.0004149761,0.0005582149,0.0003801646,0.0003860082,0.0003872112,0.0007233049,0.0001255051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003695759,"about_ca_system_score_gemma":0.0003393007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003347207,"about_ca_topic_score_gemma":0.005795387,"domain_scores_codex":[0.9996603,0.0001381994,0.00003912075,0.00005765429,0.00006511553,0.000039697],"domain_scores_gemma":[0.9969701,0.0005461165,0.001755067,0.0001442922,0.0002282792,0.0003561754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003122914,0.00005257038,0.9980274,0.000013393,0.00006346098,0.00005646694,0.00004976921,0.00005046312,0.0001992723,0.000008947738,0.00004512817,0.001120951],"study_design_scores_gemma":[0.000004259263,0.00009632017,0.9995543,0.000004173807,0.00001994045,0.0001474804,0.00002304728,0.00007002705,0.00004737436,0.00001445341,0.00001700963,0.000001522576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999116,0.0002661769,0.00005790981,0.00003489497,0.000005206155,0.000009413106,0.0001297057,0.000004956518,0.0003758245],"genre_scores_gemma":[0.9996126,0.00005595213,0.00009177194,0.00001457103,0.000007476673,0.000006555965,0.0001151158,9.216082e-7,0.00009496489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003347207,"threshold_uncertainty_score":0.006655455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175037604","doi":"10.1016/j.cccb.2021.100019","title":"Hippocampal atrophy and cognitive function in transient ischemic attack and minor stroke patients over three years","year":2021,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Calgary; Foothills Medical Centre; Sunnybrook Health Science Centre; Ontario Brain Institute","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute on Aging; Canadian Institutes of Health Research; National Institutes of Health; Alzheimer's Disease Neuroimaging Initiative; Heart and Stroke Foundation of Canada; U.S. Department of Defense","keywords":"Atrophy; Hippocampal formation; Medicine; Internal medicine; Neuropsychology; Stroke (engine); Cardiology; Dementia; Hippocampus; Psychology; Cognition; Psychiatry; Disease","authors":[{"name":"Philip A. Barber","is_ca":true},{"name":"Sean M. Nestor","is_ca":true},{"name":"Meng Wang","is_ca":true},{"name":"Pauline Wu","is_ca":true},{"name":"Jake Ursenbach","is_ca":true},{"name":"Amlish Munir","is_ca":true},{"name":"Rani Gupta","is_ca":true},{"name":"Sah Sana Tariq","is_ca":true},{"name":"Eric E. Smith","is_ca":true},{"name":"Richard Frayne","is_ca":true},{"name":"Sandra E. Black","is_ca":true},{"name":"Tolupe Sajobi","is_ca":true},{"name":"Shelagh B. Coutts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02442827280723695,"gpt":0.2918146219761418,"spread":0.2673863491689048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004330385,0.0003067349,0.0004159537,0.001035656,0.0003649792,0.0005609203,0.0002350217,0.0004369642,0.0006955399],"category_scores_gemma":[0.00205444,0.0002394562,0.0005185456,0.0008442839,0.000274288,0.0004080083,0.0003527927,0.0004805635,0.0001659199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002475501,"about_ca_system_score_gemma":0.0002231711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006379356,"about_ca_topic_score_gemma":0.007445888,"domain_scores_codex":[0.9997442,0.00005590946,0.00004077338,0.00005131236,0.00006282055,0.00004499784],"domain_scores_gemma":[0.9987903,0.0001287945,0.0006732411,0.00007685441,0.00008414892,0.0002467349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002685275,0.00005093082,0.9982743,0.000005804958,0.00008230521,0.0001134354,0.00008223365,0.00002522478,0.000130494,0.000005680088,0.00003425963,0.0009266633],"study_design_scores_gemma":[0.000002987957,0.00008785282,0.9995653,9.996269e-7,0.00001478332,0.0002033031,0.00004394206,0.0000378174,0.00001320683,0.000007572047,0.00002057348,0.000001533932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995844,0.0001537083,0.00001446867,0.00001243593,0.000002805874,0.000002274339,0.00005859252,0.000002368986,0.0001690252],"genre_scores_gemma":[0.9997107,0.00005477147,0.00001843303,0.000009570482,0.000005326267,0.000002212452,0.0001336643,6.696119e-7,0.00006464399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006379356,"threshold_uncertainty_score":0.01268446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3179263209","doi":"10.1016/j.cccb.2021.100021","title":"Comparison of Oxford Cognitive Screen and Montreal Cognitive Assessment feasibility in the stroke unit setting. A pilot study","year":2021,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Unit (ring theory); Stroke (engine); Psychology; Cognitive impairment; Medicine; Psychiatry; Engineering","authors":[{"name":"Michela Brambilla","is_ca":false},{"name":"Martina Cerasetti","is_ca":false},{"name":"Fulvio Pepe","is_ca":false},{"name":"Elisa Pini","is_ca":false},{"name":"Simone Pomati","is_ca":false},{"name":"Eugenio Magni","is_ca":false},{"name":"Manuela Berlingeri","is_ca":false},{"name":"Leonardo Pantoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09317777110407327,"gpt":0.3967512619982929,"spread":0.3035734908942196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005987559,0.0007608199,0.0006680141,0.0008967265,0.0003405176,0.0007233722,0.0005966346,0.0006961878,0.001292061],"category_scores_gemma":[0.02376884,0.000402623,0.0006461762,0.0005697726,0.0005780468,0.001000049,0.0008657323,0.0005468156,0.0003513446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005333384,"about_ca_system_score_gemma":0.0005487723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317282,"about_ca_topic_score_gemma":0.002812518,"domain_scores_codex":[0.9950733,0.003010784,0.00042432,0.0003768943,0.0008082226,0.000306602],"domain_scores_gemma":[0.9857399,0.007340813,0.0030024,0.0005197577,0.001721017,0.001676131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01612819,0.002282665,0.9665592,0.0001239387,0.0002573654,0.0003290371,0.00147833,0.0001651036,0.001062861,0.00003535396,0.0002231251,0.01135488],"study_design_scores_gemma":[0.0005540115,0.01572041,0.9815381,0.00001425482,0.00008155897,0.0003343,0.0006651442,0.0005969269,0.0002871648,0.00002099896,0.0001679182,0.0000192576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996169,0.00005745289,0.00005777111,0.000008940271,0.00000524607,0.0000566602,0.00003893705,0.00000157267,0.0001564667],"genre_scores_gemma":[0.999564,0.0000281655,0.0001534735,0.00001319726,0.00001267844,0.00007475649,0.0001083761,0.000001358922,0.00004396787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005987559,"threshold_uncertainty_score":0.03166562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383196973","doi":"10.1016/j.cccb.2023.100176","title":"World-wide variations in tests of cognition and activities of daily living in participants of six international randomized controlled trials","year":2023,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Montreal Cognitive Assessment; Activities of daily living; Dementia; Cognition; Gerontology; Randomized controlled trial; Medicine; Cognitive impairment; Psychology; Demography; Physical therapy; Psychiatry; Disease; Internal medicine","authors":[{"name":"Aristeidis H. Katsanos","is_ca":true},{"name":"Shun Fu Lee","is_ca":true},{"name":"Tali Cukierman‐Yaffe","is_ca":false},{"name":"Laura Sherlock","is_ca":false},{"name":"Graciela Muñiz‐Terrera","is_ca":false},{"name":"Michelle Canavan","is_ca":false},{"name":"Raed A. Joundi","is_ca":true},{"name":"Mukul Sharma","is_ca":true},{"name":"Ashkan Shoamanesh","is_ca":true},{"name":"Andrea Derix","is_ca":false},{"name":"Hertzel C. Gerstein","is_ca":true},{"name":"Salim Yusuf","is_ca":true},{"name":"Martin O’Donnell","is_ca":false},{"name":"Jackie Bosch","is_ca":true},{"name":"William Whiteley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07331949248664744,"gpt":0.3825074003422304,"spread":0.309187907855583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1776564,0.001862871,0.005958952,0.002093502,0.0009567724,0.004599667,0.002105223,0.003234164,0.002805027],"category_scores_gemma":[0.2491824,0.001127673,0.01182796,0.00387339,0.002897862,0.002565499,0.00307538,0.002411057,0.0003198177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881529,"about_ca_system_score_gemma":0.00285977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152199,"about_ca_topic_score_gemma":0.002256602,"domain_scores_codex":[0.7622985,0.1612208,0.05256232,0.01326875,0.007677608,0.002971969],"domain_scores_gemma":[0.7972082,0.1211856,0.05478933,0.01466259,0.00997411,0.002180061],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3734779,0.001090843,0.1727242,0.06183076,0.328932,0.0003220444,0.002607149,0.002955505,0.002321724,0.002310672,0.00265439,0.04877277],"study_design_scores_gemma":[0.2566094,0.02396056,0.3049134,0.02279816,0.3626062,0.0009241189,0.001596562,0.002751481,0.00342261,0.004184445,0.01585956,0.000373509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6699917,0.2669343,0.02269358,0.002890834,0.001741077,0.0207818,0.007842981,0.0003838814,0.00673986],"genre_scores_gemma":[0.9685442,0.007216634,0.006602249,0.0008322291,0.0001205734,0.0143373,0.00203063,0.00006004038,0.0002560335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8223436,"threshold_uncertainty_score":0.9395482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320018787","doi":"10.1016/j.cccb.2023.100159","title":"The impending era of beta-amyloid therapy: Clinical and research considerations for treating vascular contributions to neurodegeneration","year":2023,"lang":"en","type":"editorial","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; University of Calgary","funders":"","keywords":"Neurodegeneration; Neuroscience; Amyloid (mycology); Medicine; Intensive care medicine; Psychology; Pathology; Disease","authors":[{"name":"Eric E. Smith","is_ca":true},{"name":"Steven M. Greenberg","is_ca":false},{"name":"Sandra E. Black","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1444962494574737,"gpt":0.4597400442040488,"spread":0.315243794746575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01057919,0.004851007,0.005820641,0.003177961,0.00396532,0.008889843,0.004979911,0.03481016,0.009251119],"category_scores_gemma":[0.02614799,0.00155272,0.003544249,0.001890292,0.003454875,0.005998635,0.001852453,0.03603548,0.007830545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00409224,"about_ca_system_score_gemma":0.004229004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806053,"about_ca_topic_score_gemma":0.01089135,"domain_scores_codex":[0.9948101,0.001164497,0.0007020102,0.0005231876,0.002450116,0.0003500312],"domain_scores_gemma":[0.9749191,0.01321718,0.001549175,0.0005652653,0.006216181,0.003532947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006214274,0.00001898778,0.00002547285,0.0002955766,0.0000300303,0.0001636058,0.00001406488,0.00002662844,0.0000516191,0.0004000331,0.9929294,0.005982401],"study_design_scores_gemma":[0.0002024622,0.00007141574,0.0004223141,0.0009726997,0.0001883193,0.0004491487,0.00007028554,0.0003247145,0.0001176044,0.002386307,0.9947515,0.00004327409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003057808,0.01220072,0.0001197383,0.04422185,0.9421839,0.00001507166,0.0000334836,0.00004342574,0.001151253],"genre_scores_gemma":[0.0002649648,0.005537685,0.00008795206,0.02321773,0.9681559,0.00001574025,0.00001102152,0.00001549766,0.002693364],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03481016,"threshold_uncertainty_score":0.05594879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396835582","doi":"10.1016/j.cccb.2024.100223","title":"Visit-to-visit variability in multiple biological measurements and cognitive performance and risk of cardiovascular disease: A cohort study","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Chief Scientist Office, Scottish Government Health and Social Care Directorate; National Institutes of Health; Chief Scientist Office; McMaster University; Fondation Brain Canada; Novo Nordisk; Sanofi; AstraZeneca; Eli Lilly and Company; Population Health Research Institute","keywords":"Blood pressure; Medicine; Cognition; Disease; Cognitive decline; Cohort; Internal medicine; Effects of sleep deprivation on cognitive performance; Cohort study; Gerontology; Cardiology; Demography; Dementia; Psychiatry","authors":[{"name":"Laura Sherlock","is_ca":true},{"name":"Shun Fu Lee","is_ca":true},{"name":"Tali Cukierman‐Yaffe","is_ca":false},{"name":"Darryl P. Leong","is_ca":true},{"name":"Hertzel C. Gerstein","is_ca":true},{"name":"Jackie Bosch","is_ca":true},{"name":"Graciela Muñiz‐Terrera","is_ca":false},{"name":"William Whiteley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05386935330986208,"gpt":0.3174877836274504,"spread":0.2636184303175884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003392494,0.0006813678,0.0007513486,0.0006067548,0.001110843,0.001352511,0.0009647484,0.001051256,0.001224039],"category_scores_gemma":[0.004257816,0.0007351314,0.002170898,0.00171214,0.0004010283,0.0006282554,0.0008318583,0.001867887,0.0003705881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004223838,"about_ca_system_score_gemma":0.001058388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01537335,"about_ca_topic_score_gemma":0.01605963,"domain_scores_codex":[0.9982722,0.0005097812,0.0001577458,0.0004837423,0.0003151385,0.0002613651],"domain_scores_gemma":[0.9964125,0.000516043,0.0008734797,0.00116557,0.0004827474,0.0005497133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002228515,0.0003243126,0.9928619,0.00003717541,0.001608216,0.0001388875,0.0002188974,0.00009214735,0.000464258,0.0000532145,0.0004156487,0.001556777],"study_design_scores_gemma":[0.000169461,0.0008111227,0.9969344,0.00002046529,0.0007587636,0.0002351663,0.0001483081,0.0003368411,0.00007166315,0.00006211891,0.000432672,0.00001894921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996699,0.0005722056,0.0004959184,0.00007540566,0.00003220086,0.00008266486,0.001616608,0.00001206805,0.0004138667],"genre_scores_gemma":[0.99717,0.000280967,0.0005702197,0.0000858952,0.00004414798,0.0001236365,0.001253834,0.00001228432,0.0004589563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01537335,"threshold_uncertainty_score":0.03056771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3139176155","doi":"10.1016/j.cccb.2021.100008","title":"Longitudinal changes in MoCA performances in patients with mild cognitive impairment and small vessel disease. Results from the VMCI-Tuscany Study","year":2021,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Regione Toscana","keywords":"Montreal Cognitive Assessment; Internal medicine; Medicine; Neurocognitive; Cognitive decline; Cognitive impairment; Neuropsychology; Logistic regression; Statistical significance; Cardiology; Cognition; Dementia; Disease; Psychiatry","authors":[{"name":"Emilia Salvadori","is_ca":false},{"name":"Anna Poggesi","is_ca":false},{"name":"Giovanni Pracucci","is_ca":false},{"name":"Alberto Chiti","is_ca":false},{"name":"Laura Ciolli","is_ca":false},{"name":"Alessandra Del Bene","is_ca":false},{"name":"Ilaria Di Donato","is_ca":false},{"name":"Sandro Marini","is_ca":false},{"name":"Serena Nannucci","is_ca":false},{"name":"Giovanni Orlandi","is_ca":false},{"name":"Marco Pasi","is_ca":false},{"name":"Francesca Pescini","is_ca":false},{"name":"Raffaella Valenti","is_ca":false},{"name":"Antonio Federico","is_ca":false},{"name":"Maria Teresa Dotti","is_ca":false},{"name":"Ubaldo Bonuccelli","is_ca":false},{"name":"Domenico Inzitari","is_ca":false},{"name":"Leonardo Pantoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03726390065922659,"gpt":0.2934779509322097,"spread":0.2562140502729832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001122222,0.0005782011,0.0006410485,0.001154325,0.0005521046,0.0008026914,0.0004954004,0.0007798249,0.0008231724],"category_scores_gemma":[0.003042816,0.0003154865,0.0006705464,0.000922127,0.0003151144,0.0005902079,0.000497381,0.0009832807,0.0002885525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004367341,"about_ca_system_score_gemma":0.0004377897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01730532,"about_ca_topic_score_gemma":0.01315657,"domain_scores_codex":[0.9995772,0.00009311717,0.00003887858,0.0001117621,0.00009021112,0.0000888715],"domain_scores_gemma":[0.998273,0.0002346775,0.0006181416,0.0001497793,0.0002471668,0.0004773042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004564004,0.00004769139,0.9983366,0.000004237173,0.00007679041,0.00007817461,0.00007392281,0.00003874067,0.0001043238,0.000005179313,0.00005798656,0.000719998],"study_design_scores_gemma":[0.000008509161,0.00009431192,0.9996195,0.000001228764,0.00001805516,0.00008691612,0.00003203848,0.00007620522,0.00001632855,0.000006585405,0.00003776914,0.000002468771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991688,0.0002331355,0.00003242734,0.00002072618,0.000004190076,0.000006493048,0.0003196105,0.000004243205,0.0002104459],"genre_scores_gemma":[0.9990695,0.00005382147,0.00003392384,0.00001140196,0.000008666859,0.000006394003,0.0006954065,0.000001963538,0.0001188493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730532,"threshold_uncertainty_score":0.03440917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383197712","doi":"10.1016/j.cccb.2023.100174","title":"The association of diffusion tensor MRI measures of normal appearing white matter and cognition","year":2023,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council; Department of Health and Social Care; National University Health System; Ministry of Education - Singapore; National Institute for Health and Care Research; National University of Singapore; BrightFocus Foundation","keywords":"Diffusion MRI; Fractional anisotropy; White matter; Neuropsychology; Medicine; Cognition; Logistic regression; Internal medicine; Confounding; Psychology; Nuclear medicine; Magnetic resonance imaging; Psychiatry; Radiology","authors":[{"name":"Yi Lin Ng","is_ca":false},{"name":"Chuen Seng Tan","is_ca":false},{"name":"Marco Egle","is_ca":false},{"name":"Bibek Gyanwali","is_ca":false},{"name":"Daniel J. Tozer","is_ca":false},{"name":"Hugh S. Markus","is_ca":false},{"name":"Christopher Chen","is_ca":false},{"name":"Saima Hilal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02955787389073262,"gpt":0.2922394497315737,"spread":0.2626815758408411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007349762,0.000303598,0.0002762464,0.0006150526,0.0001962807,0.0005062145,0.0002265112,0.0002789792,0.002661411],"category_scores_gemma":[0.003720489,0.000111404,0.0003598107,0.0005467539,0.0003254383,0.0004504044,0.0004377096,0.0004190619,0.0002354665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000300887,"about_ca_system_score_gemma":0.0003216818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470472,"about_ca_topic_score_gemma":0.003426654,"domain_scores_codex":[0.9996419,0.00007171695,0.0000647622,0.00009187551,0.0000740703,0.00005565744],"domain_scores_gemma":[0.9982197,0.0004020686,0.000884002,0.0001256876,0.0001710635,0.0001973787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003693218,0.00004353606,0.9943083,0.0000239602,0.0002418035,0.000091338,0.00006660321,0.0001247802,0.0005833961,0.00002996102,0.0001210437,0.003995936],"study_design_scores_gemma":[0.000006067774,0.0001147838,0.9991241,0.000003029028,0.00003121953,0.000254851,0.0000411049,0.0001880306,0.00008884282,0.00005020869,0.00009469967,0.000003037953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983367,0.0004065643,0.0001718638,0.00008618453,0.000007594113,0.000004590863,0.0003986709,0.000007730243,0.0005800299],"genre_scores_gemma":[0.9994037,0.00006254692,0.0000849717,0.000007319582,0.000006115739,0.00000278494,0.0002121623,0.000001462441,0.0002190244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002661411,"threshold_uncertainty_score":0.008903265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366262750","doi":"10.1016/j.cccb.2023.100165","title":"Antihypertensive therapy is associated with improved visuospatial, executive, attention, abstraction, memory, and recall scores on the montreal cognitive assessment in geriatric hypertensive patients","year":2023,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Indian Council of Medical Research","keywords":"Montreal Cognitive Assessment; Recall; Cognition; Executive functions; Psychology; Working memory; Clinical psychology; Cognitive psychology; Medicine; Audiology; Cognitive impairment; Psychiatry","authors":[{"name":"Suhrud Panchawagh","is_ca":false},{"name":"Yogita Karandikar","is_ca":false},{"name":"Shripad Pujari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02973163500107334,"gpt":0.3011086584555637,"spread":0.2713770234544904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003089148,0.0002101654,0.0003546287,0.0004860161,0.0003372347,0.0004352844,0.000177676,0.0002885701,0.001346301],"category_scores_gemma":[0.001053823,0.0001920932,0.0003855845,0.0006096134,0.0001511209,0.0002061379,0.0002156848,0.0004483073,0.0001469906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625188,"about_ca_system_score_gemma":0.0002780341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003187128,"about_ca_topic_score_gemma":0.004582602,"domain_scores_codex":[0.999785,0.00003719328,0.00003719087,0.00003699836,0.00006455323,0.00003904356],"domain_scores_gemma":[0.9990421,0.000120996,0.0005353647,0.00004343691,0.00009363433,0.0001645173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000378435,0.0001102159,0.9969774,0.00002309305,0.0001057953,0.0001514249,0.00006129436,0.00001904714,0.0003821157,0.000007251756,0.00009820823,0.001685757],"study_design_scores_gemma":[0.000007968657,0.0001742053,0.9994266,0.000003880093,0.00003389162,0.0001791016,0.00003621215,0.0000435432,0.00004139298,0.000008729818,0.00004247878,0.000001909327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989398,0.0003990303,0.00003386662,0.00003757373,0.00001216238,0.000005958559,0.0001150527,0.000004571488,0.0004519112],"genre_scores_gemma":[0.9996086,0.0001216873,0.00003132228,0.00002096024,0.00001672471,0.000002880859,0.00009664681,5.594678e-7,0.0001007266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003187128,"threshold_uncertainty_score":0.006337166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3178117389","doi":"10.1016/j.cccb.2021.100024","title":"Longitudinal changes in the control mechanisms for blood pressure and cerebral blood flow in Alzheimer's disease: Secondary results of a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"FP7 Health; Radboud Universitair Medisch Centrum; Alzheimer Nederland; Alzheimer Society; Alzheimer's Drug Discovery Foundation","keywords":"Cerebral blood flow; Baroreflex; Medicine; Blood pressure; Cardiology; Orthostatic vital signs; Cerebral autoregulation; Internal medicine; Heart rate; Hypercapnia; Randomized controlled trial; Hemodynamics; Blood flow; Autoregulation; Anesthesia","authors":[{"name":"Rianne A.A. de Heus","is_ca":false},{"name":"Daan L. K. de Jong","is_ca":false},{"name":"Brian Lawlor","is_ca":false},{"name":"Jurgen A.H.R. Claassen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03065414968042748,"gpt":0.2774814096861153,"spread":0.2468272600056879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006094546,0.001845336,0.005500106,0.0006443688,0.0006317057,0.001470213,0.0008960232,0.002368168,0.003858179],"category_scores_gemma":[0.007915177,0.0005825767,0.004355667,0.0008028219,0.0009917344,0.001112145,0.0005513135,0.002422535,0.0005017067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008492829,"about_ca_system_score_gemma":0.001568192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727636,"about_ca_topic_score_gemma":0.00214154,"domain_scores_codex":[0.9956126,0.002799652,0.0003896742,0.0005144588,0.0002430407,0.0004404995],"domain_scores_gemma":[0.9951345,0.001936589,0.001327475,0.0005147982,0.0004754575,0.0006111368],"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":[0.9887016,0.002057703,0.000889665,0.0005817269,0.00235057,0.0000241762,0.00002591443,0.0001081593,0.0004038205,0.0000421856,0.0002373794,0.004577247],"study_design_scores_gemma":[0.9343282,0.05543307,0.005280434,0.00008458324,0.003796401,0.00002054659,0.00002289761,0.00028423,0.0002512354,0.0001435865,0.0003398664,0.00001491099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791126,0.01177343,0.0009425884,0.000557284,0.001046651,0.004021543,0.001223102,0.0001359714,0.001186767],"genre_scores_gemma":[0.9833056,0.003271497,0.001792335,0.0007403577,0.0009696254,0.007306358,0.001028405,0.00002378506,0.001561976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006094546,"threshold_uncertainty_score":0.03223145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392661316","doi":"10.1016/j.cccb.2024.100218","title":"Cortical microstructural involvement in cerebral small vessel disease","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Goethe-Universität Frankfurt am Main; Else Kröner-Fresenius-Stiftung; Faculty of Medicine, University of British Columbia","keywords":"Diffusion MRI; White matter; Magnetic resonance imaging; Atrophy; Hyperintensity; Cerebral cortex; Pathology; Medicine; Cortex (anatomy); Disease; Neuroscience; Psychology; Internal medicine; Radiology","authors":[{"name":"Annemarie Reiländer","is_ca":false},{"name":"Marlene Engel","is_ca":false},{"name":"Ulrike Nöth","is_ca":false},{"name":"Ralf Deichmann","is_ca":false},{"name":"Manoj Shrestha","is_ca":false},{"name":"Marlies Wagner","is_ca":false},{"name":"René‐Maxime Gracien","is_ca":false},{"name":"Alexander Seiler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03692005637843417,"gpt":0.3182765622910881,"spread":0.2813565059126539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004103082,0.0004139664,0.0002457853,0.001114775,0.000211046,0.0004239282,0.0001489516,0.000291342,0.0008661271],"category_scores_gemma":[0.0009760355,0.0001787726,0.0001444863,0.0004570204,0.0004313302,0.0002389649,0.0002604438,0.0001557954,0.00008832886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210669,"about_ca_system_score_gemma":0.0002008513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003388228,"about_ca_topic_score_gemma":0.005601507,"domain_scores_codex":[0.9998618,0.00004218,0.00001150548,0.00003442368,0.00002942154,0.00002054965],"domain_scores_gemma":[0.9996289,0.0001112716,0.0001488034,0.00003120847,0.00004264016,0.00003710805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00335997,0.0002297297,0.8431545,0.000368123,0.0006094489,0.004165389,0.0008147612,0.001683748,0.09300835,0.000434135,0.0002987509,0.05187313],"study_design_scores_gemma":[0.00001376568,0.0002087716,0.9953535,0.000008946388,0.00003950891,0.001743165,0.00006316836,0.000432175,0.00179866,0.0001882091,0.0001434969,0.000006777974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983266,0.0006309626,0.0004899339,0.00001345779,0.000001831224,0.00001303489,0.00006666474,0.000009238432,0.0004483566],"genre_scores_gemma":[0.9994169,0.0001633507,0.0002568396,0.000006554982,0.000003362446,0.000006532254,0.00004544222,0.000001649742,0.00009941409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003388228,"threshold_uncertainty_score":0.006736994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389736248","doi":"10.1016/j.cccb.2023.100195","title":"National and international collaborations to advance research into vascular contributions to cognitive decline","year":2023,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Dementia; Cognitive decline; Cognition; Terminology; Medicine; Vascular dementia; CADASIL; Psychology; Disease; Political science; Psychiatry; Pathology","authors":[{"name":"Danit Saks","is_ca":false},{"name":"Eric E. Smith","is_ca":true},{"name":"Perminder S. Sachdev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05799404584289969,"gpt":0.4172235012490788,"spread":0.3592294554061791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1122449,0.0009941757,0.001028376,0.004589853,0.003062274,0.00580849,0.001914971,0.003169206,0.02753597],"category_scores_gemma":[0.08782465,0.0005141473,0.001561346,0.003741194,0.002911377,0.005401867,0.02036756,0.006273489,0.004224333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005843271,"about_ca_system_score_gemma":0.04292014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003574961,"about_ca_topic_score_gemma":0.005996495,"domain_scores_codex":[0.9330994,0.0460664,0.004960507,0.002972372,0.007703166,0.005198063],"domain_scores_gemma":[0.8117668,0.07904153,0.00943577,0.01730433,0.04135462,0.041097],"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":[0.0007959858,0.0005672542,0.02046601,0.005928264,0.0005810958,0.0009053211,0.01805799,0.0008942768,0.004903379,0.08142821,0.2751014,0.5903709],"study_design_scores_gemma":[0.0002129019,0.0003922803,0.01749949,0.006787357,0.0001692668,0.0007646966,0.0145273,0.0003005327,0.001064208,0.03354541,0.9246493,0.00008723383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03899749,0.1139431,0.05640031,0.4848297,0.02308315,0.006599326,0.004707132,0.001202831,0.270237],"genre_scores_gemma":[0.4841324,0.0793572,0.2006903,0.1210219,0.009791408,0.01311778,0.0107069,0.00110745,0.08007465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1122449,"threshold_uncertainty_score":0.5936149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387063683","doi":"10.1016/j.cccb.2023.100187","title":"Testing the cognitive effects of tadalafil. Neuropsychological secondary outcomes from the PASTIS trial","year":2023,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Phosphodiesterase function and regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"St George's University Hospitals NHS Foundation Trust; National Institute for Health and Care Research; Novo Nordisk Fonden; Alzheimer's Society; Medical Research Council; Gentofte Hospital; Royal College of Surgeons in Ireland; University of Glasgow; Alzheimer's Drug Discovery Foundation","keywords":"Tadalafil; Neuropsychology; Cognition; Psychology; Clinical psychology; Physical medicine and rehabilitation; Medicine; Erectile dysfunction; Psychiatry","authors":[{"name":"Mathilde Pauls","is_ca":false},{"name":"Jessica Fish","is_ca":false},{"name":"Lauren Binnie","is_ca":false},{"name":"Philip Benjamin","is_ca":false},{"name":"Shai Betteridge","is_ca":false},{"name":"Brian Clarke","is_ca":false},{"name":"Mohani‐Preet K. Dhillon","is_ca":false},{"name":"Rita Ghatala","is_ca":false},{"name":"Fearghal A. H. Hainsworth","is_ca":false},{"name":"Franklyn A. Howe","is_ca":false},{"name":"Usman Khan","is_ca":false},{"name":"Christina Kruuse","is_ca":false},{"name":"Jeremy Madigan","is_ca":false},{"name":"Barry Moynihan","is_ca":false},{"name":"Bhavini Patel","is_ca":false},{"name":"Anthony Pereira","is_ca":false},{"name":"Egill Rostrup","is_ca":false},{"name":"Anan Shtaya","is_ca":false},{"name":"Catherine A. Spilling","is_ca":false},{"name":"Sarah Trippier","is_ca":false},{"name":"Rebecca Williams","is_ca":false},{"name":"Robin Young","is_ca":false},{"name":"Thomas R. Barrick","is_ca":false},{"name":"Jeremy D. Isaacs","is_ca":false},{"name":"Atticus H. Hainsworth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04001413754929119,"gpt":0.2825028318466623,"spread":0.2424886942973711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003265042,0.001118912,0.002415227,0.0002744008,0.0004261205,0.001044909,0.0005860453,0.001452775,0.003895008],"category_scores_gemma":[0.002268981,0.0003495129,0.002164672,0.0003270254,0.0003723843,0.0005773883,0.0004419981,0.001840656,0.0005568147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004637199,"about_ca_system_score_gemma":0.0007751594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008639803,"about_ca_topic_score_gemma":0.001910493,"domain_scores_codex":[0.999092,0.0004539486,0.0001228944,0.0001224793,0.0001088599,0.00009982441],"domain_scores_gemma":[0.998643,0.0002837128,0.000454457,0.0001126294,0.0001675605,0.000338684],"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":[0.9513789,0.002899767,0.006099724,0.002085655,0.004323921,0.00007429808,0.00007880244,0.0003218444,0.003045695,0.0002080699,0.00165963,0.02782384],"study_design_scores_gemma":[0.7728181,0.1589329,0.05285912,0.0002602832,0.008543864,0.0001421355,0.00004827499,0.0009076785,0.001273516,0.0004654688,0.003699641,0.00004895633],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615018,0.0206515,0.0005907694,0.0009956994,0.0006370621,0.003423837,0.005464117,0.0001309303,0.006604341],"genre_scores_gemma":[0.9798196,0.004815512,0.001068683,0.001087063,0.0007034619,0.00367806,0.005509262,0.00001629975,0.003302082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003895008,"threshold_uncertainty_score":0.01726741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390813671","doi":"10.1016/j.cccb.2023.100198","title":"Standing middle cerebral artery velocity predicts cognitive function and gait speed in older adults with cognitive impairment, and is impacted by sex differences","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Research Institute for Aging; Parkwood Institute; University of Waterloo; Western University","funders":"Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Supine position; Middle cerebral artery; Transcranial Doppler; Medicine; Cognition; Montreal Cognitive Assessment; Cardiology; Cognitive decline; Physical medicine and rehabilitation; Psychology; Internal medicine; Physical therapy; Cognitive impairment; Dementia; Ischemia; Disease","authors":[{"name":"Laura K. Fitzgibbon‐Collins","is_ca":true},{"name":"Geoff B. Coombs","is_ca":true},{"name":"Mamiko Noguchi","is_ca":true},{"name":"Shashankdhwaj Parihar","is_ca":true},{"name":"Richard L. Hughson","is_ca":true},{"name":"Michael Borrie","is_ca":true},{"name":"Sue Peters","is_ca":true},{"name":"J. Kevin Shoemaker","is_ca":true},{"name":"Jaspreet Bhangu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02331301557447991,"gpt":0.270239810688603,"spread":0.2469267951141231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003211409,0.0004161976,0.0002747712,0.000495633,0.000297265,0.0006026381,0.0002025697,0.0004048626,0.002292677],"category_scores_gemma":[0.001489163,0.0001584383,0.0003661361,0.0004190421,0.0001562256,0.0003048829,0.0003319299,0.0003403937,0.000439073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201151,"about_ca_system_score_gemma":0.0001756685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005126758,"about_ca_topic_score_gemma":0.008054574,"domain_scores_codex":[0.9998779,0.00002066634,0.00001582193,0.00002995274,0.00002902967,0.00002645362],"domain_scores_gemma":[0.99954,0.00007471856,0.0002072096,0.0000364683,0.00006305738,0.0000786356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001903068,0.00003810357,0.9956824,0.00001021587,0.00005378058,0.00005487458,0.00006878641,0.00002646621,0.0004161318,0.000007993678,0.00007551043,0.003375496],"study_design_scores_gemma":[0.000001109371,0.00004647181,0.999712,0.000002247313,0.00001178132,0.00005891054,0.00003902508,0.00005592851,0.00002654055,0.00001133852,0.00003373295,9.106308e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989003,0.0003406273,0.00006905757,0.00002884296,0.000009065866,0.000003008869,0.0001462108,0.000004360009,0.0004984843],"genre_scores_gemma":[0.9992059,0.0001382376,0.00006023542,0.00001434222,0.00001292189,0.00000394234,0.0001731938,0.000001301153,0.0003899613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005126758,"threshold_uncertainty_score":0.01019382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399457403","doi":"10.1016/j.cccb.2024.100230","title":"Cardiovascular risk factors are associated with cognitive trajectory in the first year after stroke","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Health and Medical Research Council; European Commission; Medical Research Council; National Institute for Health and Care Research; King's College London; King's College Hospital NHS Foundation Trust","keywords":"Stroke (engine); Cognition; Trajectory; Physical medicine and rehabilitation; Medicine; Psychology; Psychiatry; Engineering; Aerospace engineering; Physics","authors":[{"name":"Lena Oestreich","is_ca":false},{"name":"Paul Wright","is_ca":false},{"name":"Michael O’Sullivan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02330605187986843,"gpt":0.273734247487755,"spread":0.2504281956078865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005047601,0.0002689837,0.0002945067,0.0006331906,0.000405678,0.0006244988,0.0002987931,0.0004907725,0.001606884],"category_scores_gemma":[0.00264395,0.0001627645,0.0003714988,0.0007725669,0.0002123072,0.0003250086,0.0003871285,0.0006519936,0.0002659183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362716,"about_ca_system_score_gemma":0.000428066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00503688,"about_ca_topic_score_gemma":0.007587086,"domain_scores_codex":[0.9997929,0.00004269538,0.00002309613,0.00003437181,0.00004964772,0.00005721965],"domain_scores_gemma":[0.9984239,0.0002024464,0.0008255776,0.00008270185,0.000142905,0.0003224907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001580729,0.00005049904,0.9977998,0.000007042314,0.00003345428,0.00004730293,0.00003559583,0.00003032305,0.00006651541,0.000009594568,0.00004345068,0.001718483],"study_design_scores_gemma":[0.000002028921,0.00005434473,0.9996939,0.00000317008,0.00001071735,0.00008406391,0.00002804482,0.00005076546,0.00001836167,0.00002160621,0.00003132581,0.000001763729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988822,0.0004151025,0.00004903654,0.00004979114,0.000005923123,0.000006253596,0.0001686349,0.000004817242,0.0004182043],"genre_scores_gemma":[0.999376,0.0001397449,0.0000598695,0.00001300035,0.00001012779,0.000004517581,0.0002496761,0.000001030163,0.0001460078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00503688,"threshold_uncertainty_score":0.01001513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129103809","doi":"10.1016/j.cccb.2021.100004","title":"Measurement of carotid plaque burden: A tool for predicting and preventing dementia?","year":2021,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; University of Ottawa","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Dementia; Stroke (engine); Internal medicine; Cognition; Cardiology; Disease; Psychiatry","authors":[{"name":"John Shin","is_ca":true},{"name":"Vladimir Hachinski","is_ca":true},{"name":"Mahmoud Reza Azarpazhooh","is_ca":true},{"name":"Aidin Shariatzadeh","is_ca":true},{"name":"J. David Spence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02909918499428041,"gpt":0.2670643570863986,"spread":0.2379651720921182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002148129,0.0007775786,0.001029248,0.002054702,0.0003347921,0.001034304,0.0004651732,0.0009822077,0.002193241],"category_scores_gemma":[0.006043273,0.0003243703,0.0002398519,0.001077932,0.0004765265,0.001107331,0.0004324548,0.0008910843,0.000643108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883578,"about_ca_system_score_gemma":0.0006178748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126896,"about_ca_topic_score_gemma":0.002186953,"domain_scores_codex":[0.9991671,0.0003945248,0.00008628336,0.00005317493,0.0002551523,0.00004387834],"domain_scores_gemma":[0.998393,0.000492125,0.0004291631,0.0001111727,0.0003201982,0.0002543514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008526421,0.0004539486,0.864037,0.000280583,0.0002379527,0.0002584704,0.0001855499,0.0002139654,0.001702558,0.0004593598,0.005163224,0.1261547],"study_design_scores_gemma":[0.0001865903,0.001886943,0.9799685,0.0004671894,0.0003237119,0.002211249,0.0004039433,0.004682541,0.001143319,0.00302097,0.005625387,0.00007962407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9266041,0.03012522,0.009958629,0.01438114,0.0008951158,0.0003573704,0.001485897,0.0002532756,0.01593926],"genre_scores_gemma":[0.9826267,0.003925447,0.01001549,0.0006919264,0.0006113968,0.0001343873,0.0002961734,0.000009423517,0.001689071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002193241,"threshold_uncertainty_score":0.01136059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405047386","doi":"10.1016/j.cccb.2024.100372","title":"Effect of randomised blood pressure lowering treatment and intensive glucose control on dementia and cognitive decline according to baseline cognitive function and other subpopulations of individuals with type 2 diabetes: Results from the ADVANCE trial","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Efficacy and Mechanism Evaluation Programme; National Health and Medical Research Council; Julius Clinical; Diabetes UK; Novo Nordisk; National Institute for Health and Care Research; Medical Research Council; Sanofi; AstraZeneca Australia; AstraZeneca; British Heart Foundation; Servier; Amgen","keywords":"Dementia; Type 2 diabetes; Cognition; Cognitive decline; Medicine; Baseline (sea); Blood pressure; Diabetes mellitus; Gerontology; Internal medicine; Psychiatry; Endocrinology; Disease; Biology","authors":[{"name":"Katie Harris","is_ca":false},{"name":"Jessica Gong","is_ca":false},{"name":"Stephen MacMahon","is_ca":false},{"name":"Ying Xu","is_ca":false},{"name":"Sultana Shajahan","is_ca":false},{"name":"Stephen Harrap","is_ca":false},{"name":"Neil Poulter","is_ca":false},{"name":"Michel Marre","is_ca":false},{"name":"Pavel Hamet","is_ca":true},{"name":"G. Mancia","is_ca":false},{"name":"Craig S. Anderson","is_ca":false},{"name":"Mark Woodward","is_ca":false},{"name":"John Chalmers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0197403555588552,"gpt":0.3158865470181474,"spread":0.2961461914592923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004338489,0.001795852,0.006184364,0.0007149557,0.0005060201,0.001297308,0.001002538,0.002565353,0.004878537],"category_scores_gemma":[0.007376149,0.0007186165,0.006778111,0.0006778868,0.0009351505,0.001633963,0.0009614908,0.002929362,0.0004359751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007804995,"about_ca_system_score_gemma":0.0008779742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228149,"about_ca_topic_score_gemma":0.003217245,"domain_scores_codex":[0.9950308,0.003192634,0.00038675,0.0006391651,0.0003634535,0.0003873282],"domain_scores_gemma":[0.9959683,0.001646477,0.0009491353,0.0004331191,0.0002561447,0.0007468992],"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":[0.99065,0.001210529,0.0009593433,0.0003718005,0.002584741,0.00001485423,0.00002160552,0.00009716732,0.0001828872,0.00004684213,0.0001787082,0.003681486],"study_design_scores_gemma":[0.9393047,0.04510228,0.01013398,0.0001092693,0.004125633,0.0000367275,0.00003032712,0.000303471,0.0001447722,0.000269625,0.0004093637,0.00002977579],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806981,0.01294468,0.0004007548,0.0005319496,0.0006355962,0.001406406,0.001285314,0.00006726143,0.002029951],"genre_scores_gemma":[0.9874401,0.003696242,0.001086532,0.001234914,0.0007640703,0.001974633,0.001669438,0.00001721818,0.002116862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006184364,"threshold_uncertainty_score":0.02294439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402149197","doi":"10.1016/j.cccb.2024.100305","title":"Examining perivascular spaces (PVS) in cerebral small vessel disease (CSVD) using a novel T1- based automated PVS segmentation tool","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Krembil Foundation; Health Sciences Centre; Western University; Sunnybrook Health Science Centre","funders":"","keywords":"Deep learning; Ground truth; Neuroimaging; Hyperintensity; Convolutional neural network; Segmentation; Dementia; Artificial intelligence; Computer science; Magnetic resonance imaging; Medicine; Radiology; Disease; Pathology","authors":[{"name":"Erin Gibson","is_ca":true},{"name":"Joel Ramirez","is_ca":true},{"name":"Lauren Abby Woods","is_ca":true},{"name":"Rosa Sommers","is_ca":true},{"name":"Nasim Montazeri Ghahjaverestan","is_ca":true},{"name":"Christopher J.M. Scott","is_ca":true},{"name":"Fuqiang Gao","is_ca":true},{"name":"Anthony E. Lang","is_ca":true},{"name":"Connie Marras","is_ca":true},{"name":"David P. Breen","is_ca":false},{"name":"Maria Carmela Tartaglia","is_ca":true},{"name":"Malcolm A. Binns","is_ca":false},{"name":"Robert Bartha","is_ca":true},{"name":"Sean Symons","is_ca":true},{"name":"Richard H. Swartz","is_ca":true},{"name":"Mario Masellis","is_ca":true},{"name":"Sandra E. Black","is_ca":true},{"name":"Alan R. Moody","is_ca":true},{"name":"Andrew Lim","is_ca":true},{"name":"Maged Goubran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0892643608302002,"gpt":0.3070295746223928,"spread":0.2177652137921926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110409,0.0006524601,0.0004198502,0.002110456,0.0003129269,0.001062052,0.0006584435,0.000795038,0.001341003],"category_scores_gemma":[0.002142833,0.0004198834,0.0005116228,0.0006973685,0.0002850553,0.0006947771,0.0008065347,0.00046131,0.0004924595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005522357,"about_ca_system_score_gemma":0.0007473091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006898897,"about_ca_topic_score_gemma":0.0140697,"domain_scores_codex":[0.9996718,0.00005403893,0.00002908722,0.0001258172,0.00007899204,0.00004027922],"domain_scores_gemma":[0.9992809,0.0002254108,0.0001716099,0.00008151209,0.0001902538,0.00005029853],"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":[0.001247551,0.0003275272,0.1245221,0.000663604,0.0005749433,0.001064579,0.0006401884,0.1017627,0.1958508,0.001991311,0.005717894,0.5656369],"study_design_scores_gemma":[0.00005570545,0.0002752154,0.07858691,0.0001130327,0.000206267,0.001948479,0.0001634313,0.8282867,0.08221827,0.002856523,0.005185792,0.0001036088],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6531259,0.001167115,0.335219,0.0002744852,0.00005154892,0.0002479516,0.002418638,0.004608575,0.00288669],"genre_scores_gemma":[0.7284594,0.0005073873,0.265398,0.0001441267,0.00004386303,0.0002420609,0.002749492,0.0004190079,0.002036646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006898897,"threshold_uncertainty_score":0.01371753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411189547","doi":"10.1016/j.cccb.2025.100387","title":"Post-stroke cognitive impairment and fatigue in patients with white matter hyperintensities. A prospective cohort study","year":2025,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Novo Nordisk Fonden; Lundbeckfonden","keywords":"Hyperintensity; Prospective cohort study; Medicine; Cognitive impairment; Cognition; Stroke (engine); Cohort; Psychology; Cohort study; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Internal medicine; Magnetic resonance imaging; Physics; Radiology","authors":[{"name":"Joakim Ölmestig","is_ca":false},{"name":"Viktor Frederik Idin Sørensen","is_ca":false},{"name":"Ingrid Grimsgaard","is_ca":false},{"name":"Birgitte Fagerlund","is_ca":false},{"name":"Christina Kruuse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009290186812786778,"gpt":0.2597979838260662,"spread":0.2505077970132794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061579,0.0005850248,0.000508917,0.0007417783,0.001009468,0.0008483588,0.000399113,0.0007500151,0.001799427],"category_scores_gemma":[0.001663578,0.0006457757,0.0009565427,0.0009609972,0.0002351712,0.0006079056,0.000522414,0.001003233,0.0005141451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390278,"about_ca_system_score_gemma":0.0004388708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006796225,"about_ca_topic_score_gemma":0.007951889,"domain_scores_codex":[0.9995362,0.00009134163,0.0000518688,0.0001376563,0.00007555925,0.0001074614],"domain_scores_gemma":[0.9991703,0.00007089246,0.0002552918,0.0001303218,0.0001325517,0.0002406888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005011643,0.0001813599,0.9980331,0.0000153452,0.0001600476,0.0001441111,0.00009242292,0.00001275066,0.0002008869,0.00001074666,0.0001211499,0.0005269853],"study_design_scores_gemma":[0.00004985576,0.0004475411,0.9987318,0.000007883919,0.00009803479,0.0002923264,0.0001378545,0.0000587877,0.00002617583,0.00001289948,0.0001318064,0.000005049651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988093,0.0002113777,0.00006810475,0.00002665975,0.00001274976,0.00004718391,0.0005871147,0.000002225912,0.0002353304],"genre_scores_gemma":[0.9987889,0.000136833,0.00007869477,0.0000468422,0.00001897725,0.00005244547,0.0006301264,0.000002209467,0.0002450408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006796225,"threshold_uncertainty_score":0.01351333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400002201","doi":"10.1016/j.cccb.2022.100102","title":"PREVALENCE AND CORRELATES OF WHITE MATTER HYPERINTENSITIES IN ROYAL CANADIAN AIRFORCE PILOTS AND AIRCREW","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Government of Canada; Health Sciences Centre; Canadian Armed Forces; University of Toronto; Defence Research and Development Canada; Sunnybrook Health Science Centre","funders":"","keywords":"Aircrew; Hyperintensity; White (mutation); Aeronautics; Engineering; Medicine; Biology","authors":[{"name":"Joel Ramirez","is_ca":true},{"name":"Oshin Vartanian","is_ca":true},{"name":"Melissa F. Holmes","is_ca":true},{"name":"Miriam Palmer","is_ca":true},{"name":"Christopher J.M. Scott","is_ca":true},{"name":"Shawn G. Rhind","is_ca":true},{"name":"Gary Gray","is_ca":true},{"name":"Sandra E. Black","is_ca":true},{"name":"Joan Saary","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05294736195416747,"gpt":0.3748627671446829,"spread":0.3219154051905154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004607939,0.0003413964,0.0002564202,0.002266079,0.001585697,0.000933727,0.0009320825,0.0006890791,0.002499272],"category_scores_gemma":[0.002323224,0.0003804757,0.0003062396,0.002026216,0.0009545006,0.0003963837,0.0006732351,0.0006117192,0.0002433403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003269974,"about_ca_system_score_gemma":0.003693864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8368505,"about_ca_topic_score_gemma":0.8601894,"domain_scores_codex":[0.999228,0.000056766,0.00004764047,0.0001199248,0.0002179999,0.0003296174],"domain_scores_gemma":[0.9980197,0.0001594545,0.0005921109,0.00005283398,0.000703536,0.0004724137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003181103,0.00002634827,0.9981948,0.000004533506,0.00001586014,0.00008983986,0.0004826284,0.00001618582,0.0003077443,0.00001286286,0.00008415121,0.0007333408],"study_design_scores_gemma":[6.228365e-7,0.00001064852,0.999034,0.000002640065,0.000003105427,0.00004261219,0.0008231056,0.00001878203,0.00001378761,0.000002704005,0.0000462592,0.000001811717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992614,0.0000813182,0.00001359832,0.00003180906,0.000002466969,0.00000442831,0.0001488027,0.000001368938,0.0004548119],"genre_scores_gemma":[0.9994015,0.00009579887,0.00002344321,0.00001349081,0.000002780537,0.000004199478,0.0001719108,9.715551e-7,0.000285977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1631495,"threshold_uncertainty_score":0.3282205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388557236","doi":"10.1016/j.cccb.2023.100191","title":"Measurement of resistance-area product by transcranial Doppler: An alternative tool for cognitive screening in hypertensive on drug treatment?","year":2023,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Transcranial Doppler; Medicine; Blood pressure; Cardiology; Internal medicine; Montreal Cognitive Assessment; Effects of sleep deprivation on cognitive performance; Cognitive decline; Cognition; Psychiatry","authors":[{"name":"Michel Ferreira Machado","is_ca":false},{"name":"Henrique Cotchi Simbo Muela","is_ca":false},{"name":"Valéria Costa‐Hong","is_ca":false},{"name":"Ronney B. Panerai","is_ca":false},{"name":"Mônica Sanches Yassuda","is_ca":false},{"name":"Natália Cristina Moraes","is_ca":false},{"name":"Cláudia Maia Memória","is_ca":false},{"name":"Edson Bor‐Seng‐Shu","is_ca":false},{"name":"Ricardo Nitríni","is_ca":false},{"name":"Luiz Aparecido Bortolotto","is_ca":false},{"name":"Ricardo de Carvalho Nogueira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0813547991727742,"gpt":0.3358395129157479,"spread":0.2544847137429737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009772624,0.000590508,0.0008163447,0.0008110548,0.0001727953,0.0005202539,0.0003368014,0.000851661,0.001229399],"category_scores_gemma":[0.001738456,0.0001341014,0.0003123528,0.000612175,0.0003089239,0.0004777554,0.0001874389,0.0007297536,0.0003569751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655566,"about_ca_system_score_gemma":0.0002248001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005809734,"about_ca_topic_score_gemma":0.000930282,"domain_scores_codex":[0.9995211,0.0002262878,0.00004079881,0.00007180547,0.0001005556,0.00003949374],"domain_scores_gemma":[0.9990984,0.0003085544,0.0002692921,0.0000610485,0.0001303398,0.0001324451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005299698,0.000880804,0.8112108,0.0005156627,0.0003806924,0.000982993,0.000358509,0.0002179072,0.03323112,0.0003121246,0.001549477,0.1450602],"study_design_scores_gemma":[0.0002257652,0.004290995,0.9788327,0.0001501538,0.0003779039,0.002580358,0.0004447215,0.002958385,0.006758564,0.000778998,0.002536303,0.00006525283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763471,0.01365628,0.004713189,0.00125495,0.0002402602,0.00005797653,0.0003202387,0.00008864392,0.003321573],"genre_scores_gemma":[0.9928351,0.002596664,0.003338628,0.000388109,0.0002081828,0.00004055698,0.00009154547,0.000005621853,0.0004956097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001229399,"threshold_uncertainty_score":0.005168319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414419224","doi":"10.1016/j.cccb.2025.100396","title":"Cerebral small vessel disease lesion segmentation methods: A systematic review","year":2025,"lang":"en","type":"review","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas College; Western University; Concordia University; Montreal Heart Institute; Centre hospitalier de l'Université Laval; University of British Columbia; Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Hôpital de l'Enfant-Jésus; Hotchkiss Brain Institute; Institut Universitaire de Gériatrie de Montréal; Université de Montréal; University of Victoria; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Hyperintensity; Segmentation; Magnetic resonance imaging; Lesion; Population; Disease","authors":[{"name":"Jolene Phelps","is_ca":true},{"name":"Manpreet Singh","is_ca":true},{"name":"Cheryl R. McCreary","is_ca":true},{"name":"Caroline Dallaire‐Théroux","is_ca":true},{"name":"Ryan G Stein","is_ca":true},{"name":"Zacharie Potvin-Jutras","is_ca":true},{"name":"Dylan X. Guan","is_ca":true},{"name":"J. Wu","is_ca":true},{"name":"Amelie Metz","is_ca":true},{"name":"Eric E. Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09180735370227146,"gpt":0.4026899597821402,"spread":0.3108826060798688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01829549,0.00252196,0.01079275,0.01474004,0.001154475,0.003913654,0.002969369,0.00224541,0.008198973],"category_scores_gemma":[0.09035701,0.001643998,0.01304598,0.01345314,0.00131472,0.003906331,0.002591491,0.001614097,0.0009206052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006262108,"about_ca_system_score_gemma":0.01552582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160499,"about_ca_topic_score_gemma":0.03313192,"domain_scores_codex":[0.9829609,0.006570737,0.005905376,0.001410745,0.002754351,0.0003977646],"domain_scores_gemma":[0.9286054,0.05489472,0.009127411,0.001444491,0.005485267,0.0004427349],"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":[0.0001632043,0.000007906729,0.0004160179,0.9692765,0.005637285,0.00003896118,0.0001472229,0.00008027892,0.00007453681,0.0001159598,0.001664122,0.022378],"study_design_scores_gemma":[0.0002362833,0.00009476664,0.001902713,0.9426379,0.04404781,0.0001510402,0.0001644304,0.000115709,0.0001280688,0.0002433327,0.01024152,0.00003645032],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001090989,0.9944717,0.0008179226,0.0004290387,0.0001943858,0.001247578,0.001320171,0.00005114855,0.0003771546],"genre_scores_gemma":[0.01760641,0.9729515,0.00361814,0.0009863303,0.0001469033,0.003412778,0.0009968358,0.00004653891,0.0002346288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01829549,"threshold_uncertainty_score":0.09675694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405438966","doi":"10.1016/j.cccb.2024.100375","title":"Cumulative blood pressure load and cognitive decline in older adults: An observational analysis of two large cohorts","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"Eivind och Elsa K:son Sylvans stiftelse; Alzheimer's Association; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Consortium canadien en neurodégénérescence associée au vieillissement; National Institute on Aging; Alzheimerfonden; Canadian Institutes of Health Research; Alberta Innovates; Vetenskapsrådet; Australian Research Council; National Health and Medical Research Council; Konung Gustaf V:s och Drottning Victorias Frimurarestiftelse","keywords":"Observational study; Blood pressure; Cognitive decline; Gerontology; Medicine; Demography; Psychology; Internal medicine; Dementia; Sociology","authors":[{"name":"Ying Xu","is_ca":false},{"name":"G. Peggy McFall","is_ca":true},{"name":"Lina Rydén","is_ca":false},{"name":"Johan Skoog","is_ca":false},{"name":"Edward Yi Chang","is_ca":false},{"name":"Lucette A. Cysique","is_ca":false},{"name":"Katherine Harris","is_ca":false},{"name":"Sarah Kedwell","is_ca":false},{"name":"Mei Ling Lim","is_ca":false},{"name":"Kaarin J. Anstey","is_ca":false},{"name":"Craig S. Anderson","is_ca":false},{"name":"Roger A. Dixon","is_ca":true},{"name":"Ingmar Skoog","is_ca":false},{"name":"Phillip J. Tully","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04303724351984442,"gpt":0.3735597133460196,"spread":0.3305224698261752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004151823,0.0005212961,0.0007823726,0.001017688,0.0008643921,0.00135245,0.0009026483,0.0008219093,0.0005228451],"category_scores_gemma":[0.005390666,0.0006154267,0.001512327,0.002189437,0.0004872676,0.0006561261,0.001186984,0.001065937,0.0001665846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005877155,"about_ca_system_score_gemma":0.001064789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03737174,"about_ca_topic_score_gemma":0.03403582,"domain_scores_codex":[0.9978852,0.0007252222,0.000245718,0.0005592572,0.0003974538,0.0001871591],"domain_scores_gemma":[0.9951442,0.0006285865,0.001861865,0.001127469,0.0006123101,0.000625533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003173274,0.0000538956,0.9977357,0.00002002972,0.0006496164,0.00004676943,0.0001381153,0.00003641202,0.0001941848,0.00002038149,0.0001126892,0.0006749272],"study_design_scores_gemma":[0.00003022959,0.0001192834,0.9990454,0.00001080872,0.0002483217,0.00008678514,0.0001102731,0.000143528,0.00002856155,0.00002132523,0.0001495006,0.000005983328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979113,0.0005886632,0.0003187875,0.00005043681,0.00001147992,0.00002233755,0.0009399219,0.000006625455,0.000150409],"genre_scores_gemma":[0.9977574,0.0003414587,0.0003869806,0.00005984902,0.00002336404,0.00004543851,0.001265158,0.000005270238,0.0001153071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03737174,"threshold_uncertainty_score":0.07430845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365460095","doi":"10.1016/j.cccb.2023.100164","title":"Arterial spin labelling reveals multi-regional cerebral hypoperfusion in patients with transient ischemic attack that are unrelated to ischemia location: A proof-of-concept study","year":2023,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; Foothills Medical Centre; University of Calgary","funders":"Heart and Stroke Foundation of Canada","keywords":"Precuneus; Medicine; Cardiology; Cerebral blood flow; Internal medicine; Posterior cingulate; Perfusion; Ischemia; Dementia; Neuropsychology; Radiology; Cognition; Psychiatry","authors":[{"name":"Meaghan Reid","is_ca":true},{"name":"George S Tadros","is_ca":true},{"name":"Connor C. McDougall","is_ca":true},{"name":"Noaah Reaume","is_ca":true},{"name":"Brooklyn McDougall","is_ca":true},{"name":"Rani Gupta Sah","is_ca":true},{"name":"Meng Wang","is_ca":true},{"name":"Eric E. Smith","is_ca":true},{"name":"Richard Frayne","is_ca":true},{"name":"Shelagh B. Coutts","is_ca":true},{"name":"Tolulope T. Sajobi","is_ca":true},{"name":"R. Stewart Longman","is_ca":true},{"name":"Christopher D. d’Esterre","is_ca":true},{"name":"Philip A. Barber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.090285723238113,"gpt":0.3007761554897521,"spread":0.2104904322516391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001711655,0.0004985437,0.000461766,0.0002635258,0.0002754571,0.0004002977,0.0003396855,0.0004684205,0.001678295],"category_scores_gemma":[0.001039754,0.0002678056,0.0005056375,0.0001403972,0.0006916721,0.0003795967,0.000294712,0.0004974683,0.0003707196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531889,"about_ca_system_score_gemma":0.0003008538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002776468,"about_ca_topic_score_gemma":0.0002537748,"domain_scores_codex":[0.999746,0.0001012316,0.00001702558,0.0000573097,0.0000364761,0.00004185835],"domain_scores_gemma":[0.9993862,0.000202824,0.0001066369,0.0001050721,0.00009775367,0.0001014334],"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":[0.04502652,0.02800208,0.07193948,0.001007774,0.0005907419,0.004666424,0.0008873336,0.000415933,0.7978897,0.0003573808,0.001365095,0.04785147],"study_design_scores_gemma":[0.02227567,0.3579598,0.4166162,0.00008890515,0.001876968,0.03515952,0.001109665,0.003913465,0.1526618,0.0006631296,0.007562261,0.0001125043],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966395,0.0006621997,0.001780508,0.00005805855,0.00003261719,0.0003287093,0.00009291648,0.00002464619,0.0003808602],"genre_scores_gemma":[0.9963849,0.0004229515,0.002327876,0.00008364474,0.00009088717,0.0002094603,0.000245831,0.000008887957,0.0002256202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001711655,"threshold_uncertainty_score":0.009052217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115084617","doi":"10.1016/j.cccb.2025.100509","title":"Taxifolin for prevention of COGnitive impairment (T-COG trial): a study protocol for a randomized, double-blind, placebo-controlled trial","year":2025,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Taxifolin; Placebo; Dementia; Cognition; Crossover study; Clinical trial; Cognitive decline; Cognitive impairment","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07180544957767007,"gpt":0.4324041900215464,"spread":0.3605987404438763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01632202,0.005971065,0.009689373,0.001618954,0.002650169,0.002922894,0.002910371,0.006620177,0.05423918],"category_scores_gemma":[0.01260216,0.002807363,0.003384676,0.002073181,0.002960642,0.003378264,0.00145203,0.006004335,0.01351266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002636567,"about_ca_system_score_gemma":0.008535566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123971,"about_ca_topic_score_gemma":0.002551716,"domain_scores_codex":[0.9909142,0.005059381,0.0008024831,0.001234898,0.0008552223,0.001133812],"domain_scores_gemma":[0.9952317,0.0008965869,0.001052789,0.0006401665,0.001040239,0.001138534],"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":[0.9430465,0.01113858,0.0005433605,0.009472116,0.001109347,0.0001828682,0.000165536,0.0009279819,0.002180532,0.00231041,0.01259991,0.01632291],"study_design_scores_gemma":[0.9691793,0.01483242,0.0008085158,0.0007324342,0.0004119815,0.00003770233,0.00003039988,0.0009162698,0.000245946,0.0009830383,0.01177629,0.00004569358],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004926527,0.0008858349,0.002008016,0.0003010971,0.0006342252,0.9880183,0.001696212,0.0001665173,0.001363347],"genre_scores_gemma":[0.005452545,0.0003636531,0.002410261,0.0003682687,0.000123314,0.9901739,0.0003417396,0.000009983343,0.0007562988],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05423918,"threshold_uncertainty_score":0.1814482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402118824","doi":"10.1016/j.cccb.2024.100249","title":"Can smaller lacunes derived from recent small subcortical infarcts play a role in cognition at one- year after mild stroke?","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stroke (engine); Cognition; Physical medicine and rehabilitation; Neuroscience; Psychology; Medicine; Cardiology; Physics","authors":[{"name":"Carmen Arteaga","is_ca":false},{"name":"Yajun Cheng","is_ca":false},{"name":"Úna Clancy","is_ca":false},{"name":"Razan Muradi","is_ca":false},{"name":"María Valdés Hernández","is_ca":false},{"name":"Stewart Wiseman","is_ca":false},{"name":"Michael Stringer","is_ca":false},{"name":"Michael J. Thrippleton","is_ca":false},{"name":"Charlene Hamid","is_ca":false},{"name":"Francesca M. Chappell","is_ca":false},{"name":"Angela C.C. Jochems","is_ca":false},{"name":"D. Franco Jaime","is_ca":false},{"name":"Will Hewins","is_ca":false},{"name":"Rachel Penman","is_ca":false},{"name":"Rosalind Brown","is_ca":false},{"name":"Gayle Barclay","is_ca":false},{"name":"Dominic Job","is_ca":false},{"name":"Fergus Doubal","is_ca":false},{"name":"Joanna M. Wardlaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02850368431978656,"gpt":0.2554766692143505,"spread":0.226972984894564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003372685,0.0007348099,0.0008091308,0.001660233,0.0005696355,0.001295108,0.001302662,0.001500588,0.001760156],"category_scores_gemma":[0.01147718,0.0004291708,0.001193316,0.001523395,0.001134383,0.001936581,0.000734252,0.001215222,0.0004023663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003594069,"about_ca_system_score_gemma":0.0004440941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113499,"about_ca_topic_score_gemma":0.01234682,"domain_scores_codex":[0.999194,0.0002033777,0.00008906188,0.0002446833,0.0001174382,0.0001514261],"domain_scores_gemma":[0.994082,0.001571674,0.002493623,0.0007948253,0.0003990126,0.0006588052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008100108,0.00007449609,0.9946904,0.00002533966,0.0001506768,0.0001768055,0.0002169626,0.00007505566,0.0001848463,0.00005918769,0.0001197906,0.003416448],"study_design_scores_gemma":[0.000005982486,0.0001196624,0.9992201,0.000008009529,0.00005087887,0.0001407613,0.00008278636,0.0001260938,0.00003637291,0.0001219699,0.00008152923,0.000005822012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975,0.001031524,0.0001906908,0.0002713389,0.00002476982,0.00001022078,0.0003112065,0.000009130656,0.0006511529],"genre_scores_gemma":[0.9990622,0.0002039836,0.0001340806,0.00004712947,0.00005268831,0.000009511653,0.0002662301,0.000003818457,0.0002204527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113499,"threshold_uncertainty_score":0.02214032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220994076","doi":"10.1016/j.cccb.2022.100132","title":"Pulsatile tympanic membrane displacement is associated with cognitive score in healthy subjects","year":2022,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Innovate UK; National Institute for Health and Care Research; Wellcome Trust","keywords":"Supine position; Cognition; Medicine; Audiology; Sitting; Displacement (psychology); Effects of sleep deprivation on cognitive performance; Cardiology; Association (psychology); Intracranial pressure; Anesthesia; Psychology; Psychiatry","authors":[{"name":"Anthony A. Birch","is_ca":false},{"name":"Wahbi K. El‐Bouri","is_ca":false},{"name":"R. J. Marchbanks","is_ca":false},{"name":"Laura A. Moore","is_ca":false},{"name":"Cherith M. Campbell-Bell","is_ca":false},{"name":"Christopher Kipps","is_ca":false},{"name":"Diederik Bulters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0388425543187327,"gpt":0.29058317267843,"spread":0.2517406183596974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003183569,0.0002882734,0.0002512586,0.0006895409,0.0002496261,0.000423808,0.0001876623,0.0003443635,0.00149787],"category_scores_gemma":[0.001964525,0.0001553579,0.0002442689,0.0005667174,0.0002959396,0.0001822209,0.0002733167,0.0003598183,0.0001968491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510182,"about_ca_system_score_gemma":0.0001875052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004809947,"about_ca_topic_score_gemma":0.003488804,"domain_scores_codex":[0.9998341,0.00002915307,0.00002117124,0.0000358407,0.0000441903,0.00003543831],"domain_scores_gemma":[0.9987698,0.0003157679,0.0004995089,0.00008118592,0.000111305,0.0002223823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004980437,0.00006907757,0.996452,0.00001128268,0.00005436765,0.0001379755,0.0001008667,0.00006372476,0.0009730307,0.00002303661,0.00004060385,0.001575996],"study_design_scores_gemma":[0.000004654574,0.0001509556,0.999473,0.000001146149,0.000009974232,0.000108287,0.0000318198,0.00009617264,0.00008905558,0.00001638423,0.00001692467,0.000001671057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995943,0.00005659671,0.00005261893,0.000006539085,0.000002313866,0.000002366588,0.0000735833,0.000003112279,0.0002086514],"genre_scores_gemma":[0.9997646,0.00002002437,0.00003043316,0.00000375067,0.000003545246,0.000002251004,0.00008552319,6.767138e-7,0.00008910077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004809947,"threshold_uncertainty_score":0.009563923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417400438","doi":"10.1016/j.cccb.2025.100524","title":"Gender-dependent association between cardiovascular health and cognitive function in chinese older adults: a community based cohort study","year":2025,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"Ministry of Science and Technology of the People's Republic of China","keywords":"Association (psychology); Cardiovascular health; Cognition; Cohort study; Cohort; Cognitive decline; Cognitive impairment","authors":[{"name":"Bowen Wang","is_ca":false},{"name":"Yi Zeng","is_ca":true},{"name":"Virginia B. Kraus","is_ca":false},{"name":"Xin Gao","is_ca":false},{"name":"Jixiang Ma","is_ca":false},{"name":"Xuemei Bai","is_ca":false},{"name":"Jun Na","is_ca":false},{"name":"Zhe Wei","is_ca":false},{"name":"Zhaoxue Yin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02980023881079672,"gpt":0.3339076413962254,"spread":0.3041074025854287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005669919,0.0003220212,0.0002607986,0.0005193496,0.0005999077,0.0003842716,0.0002322987,0.0003120634,0.001408506],"category_scores_gemma":[0.0006828786,0.0002136713,0.0004072679,0.0005671846,0.0002354162,0.0002919395,0.000273557,0.000335962,0.0001547889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003107447,"about_ca_system_score_gemma":0.0005107433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572331,"about_ca_topic_score_gemma":0.0259323,"domain_scores_codex":[0.9998227,0.00002543647,0.00001731749,0.00004798349,0.00003871193,0.0000478689],"domain_scores_gemma":[0.9997113,0.0000261777,0.00009519943,0.0000331241,0.00005006081,0.00008403797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009261617,0.00003358087,0.9987226,0.00000630481,0.00005829631,0.00007262258,0.0001160728,0.000008758406,0.0002612901,0.00001666046,0.00005607948,0.0005550591],"study_design_scores_gemma":[0.000004800409,0.00004317209,0.9996468,0.000001937034,0.00002313978,0.00005977639,0.00009308405,0.00004372017,0.00002031822,0.00001003237,0.00005178877,0.000001370812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994447,0.00009968733,0.00002746725,0.00002191806,0.000004178351,0.000006282684,0.0001592445,0.000001056927,0.0002355602],"genre_scores_gemma":[0.9994843,0.00005492402,0.00003472038,0.00002515646,0.000007364671,0.000007709282,0.0001688372,6.867846e-7,0.0002162987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01572331,"threshold_uncertainty_score":0.03126359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402118702","doi":"10.1016/j.cccb.2024.100283","title":"The effects of left ventricular geometry on cortical cerebral microinfarcts and cognition","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cognition; Cardiology; Geometry; Medicine; Neuroscience; Internal medicine; Psychology; Mathematics","authors":[{"name":"Caroline Robert","is_ca":false},{"name":"Jiannan Huang","is_ca":false},{"name":"Lieng Hsi Ling","is_ca":false},{"name":"Christopher Chen","is_ca":false},{"name":"Saima Hilal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01235957302156839,"gpt":0.2806907787564758,"spread":0.2683312057349074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005558459,0.0004463181,0.0002523876,0.000493809,0.000264725,0.0005247631,0.0002559008,0.0002803101,0.001501593],"category_scores_gemma":[0.001406131,0.0002052655,0.0003510314,0.0003157285,0.0003284678,0.0002621108,0.0003540169,0.0003970414,0.0002337201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993686,"about_ca_system_score_gemma":0.0002437271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001867922,"about_ca_topic_score_gemma":0.003556625,"domain_scores_codex":[0.9997725,0.00006943346,0.00001904674,0.00004522195,0.00004539072,0.00004840137],"domain_scores_gemma":[0.9989241,0.000219641,0.0004713669,0.00009885014,0.00007844383,0.0002075796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008203274,0.0001073877,0.9898616,0.00002828297,0.0002066447,0.0002871964,0.0000665464,0.00008644163,0.001238206,0.00006706813,0.0001049815,0.00712529],"study_design_scores_gemma":[0.00000432235,0.00008191331,0.9994338,0.000004236792,0.0000296969,0.0001691697,0.00002218251,0.00008810714,0.00007388974,0.00005518375,0.00003528767,0.00000215281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980904,0.0006610934,0.00009190349,0.00007062275,0.00001019784,0.000005929784,0.0001166324,0.00000508034,0.0009480799],"genre_scores_gemma":[0.9992577,0.0002506163,0.00009589369,0.00002657022,0.00002809917,0.000005319195,0.0001067245,0.000001848708,0.0002271231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001867922,"threshold_uncertainty_score":0.005023301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402149165","doi":"10.1016/j.cccb.2024.100339","title":"Standing middle cerebral artery velocity predict cognitive performance on working memory tasks in adults with varying levels of cognitive abilities","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Cognition; Working memory; Middle cerebral artery; Psychology; Cognitive psychology; Physical medicine and rehabilitation; Medicine; Neuroscience","authors":[{"name":"Laura K. Fitzgibbon‐Collins","is_ca":true},{"name":"J. Kevin Shoemaker","is_ca":true},{"name":"Michael Borrie","is_ca":true},{"name":"Jaspreet Bhangu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0496134448822679,"gpt":0.2861828033886181,"spread":0.2365693585063502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004284246,0.0004906939,0.0002696493,0.0007041892,0.0003125971,0.000553621,0.0002888875,0.0006354292,0.001854384],"category_scores_gemma":[0.001985241,0.000258223,0.0004043959,0.0004069135,0.000182361,0.000410623,0.0004527308,0.000434236,0.0004793411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242211,"about_ca_system_score_gemma":0.0001549734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799296,"about_ca_topic_score_gemma":0.0046265,"domain_scores_codex":[0.9998541,0.00002222308,0.00002585663,0.00003107521,0.00003519752,0.00003158012],"domain_scores_gemma":[0.9993864,0.0001301166,0.000224537,0.00003741342,0.00007754732,0.0001438518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001475906,0.00004314513,0.9984757,0.000004607166,0.00002524845,0.00003350671,0.00007752366,0.00002881305,0.0002005875,0.000005818668,0.00004498388,0.0009125321],"study_design_scores_gemma":[0.000003982919,0.0001159628,0.9994823,0.000002401889,0.00001066355,0.00007136651,0.0000868226,0.00015288,0.00002856925,0.00001163282,0.0000318255,0.000001505708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994993,0.00009119561,0.00004319109,0.00001658372,0.000004123923,0.000005350532,0.0001094602,0.000002549396,0.000228201],"genre_scores_gemma":[0.9994993,0.00004078081,0.00006827246,0.00001194163,0.00000771509,0.000006874218,0.0001741436,7.673547e-7,0.0001900448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003799296,"threshold_uncertainty_score":0.007554352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402131465","doi":"10.1016/j.cccb.2024.100329","title":"Post-stroke delirium is associated with cognitive and psychiatric symptoms over time","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Delirium; Cognition; Stroke (engine); Psychiatry; Psychology; Medicine","authors":[{"name":"Elise Gjestad","is_ca":false},{"name":"Vilde Nerdal","is_ca":false},{"name":"Ingvild Saltvedt","is_ca":false},{"name":"Stian Lydersen","is_ca":false},{"name":"Elisabeth Kliem","is_ca":false},{"name":"Truls Ryum","is_ca":false},{"name":"Ramunė Grambaitė","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01097341721214626,"gpt":0.2653807892081475,"spread":0.2544073719960012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001503247,0.0003971111,0.0005903401,0.001222716,0.0004646938,0.0009043068,0.0003514282,0.0004901061,0.00142005],"category_scores_gemma":[0.007616761,0.0002394365,0.000837979,0.001497191,0.0004056006,0.0005993279,0.0009196115,0.0005951416,0.0002557322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047353,"about_ca_system_score_gemma":0.0005364282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003245345,"about_ca_topic_score_gemma":0.005277207,"domain_scores_codex":[0.9983674,0.0003818197,0.0003255994,0.0002153894,0.0005063463,0.0002035096],"domain_scores_gemma":[0.9900804,0.001269225,0.006563269,0.0004071244,0.0009660099,0.000713883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004301748,0.000061857,0.9933448,0.00004635081,0.0001708684,0.00023424,0.00009882922,0.00006524877,0.0002890333,0.00002255972,0.00006287229,0.005173075],"study_design_scores_gemma":[0.000001994822,0.0000758971,0.9994191,0.000006869105,0.00002160459,0.0002340497,0.00004816475,0.00008455257,0.00002995164,0.00002523445,0.00004925027,0.000003441114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975857,0.00110293,0.0002009377,0.00006875148,0.00001628516,0.00001460155,0.0001822281,0.0000070204,0.0008215891],"genre_scores_gemma":[0.9990273,0.0003345018,0.0001009556,0.00001437241,0.00002535,0.00001150078,0.0002126219,0.000002220189,0.0002712061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003245345,"threshold_uncertainty_score":0.007950008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402132330","doi":"10.1016/j.cccb.2024.100234","title":"Validity, Feasibility and Effectiveness of a Voice-recognition Based Digital Cognitive Screener for Dementia and Mild Cognitive Impairment in Community-dwelling Older Chinese Adults: A Large-scale Implementation Study","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dementia; Cognitive impairment; Cognition; Scale (ratio); Psychology; Clinical psychology; Gerontology; Cognitive psychology; Medicine; Psychiatry; Disease","authors":[{"name":"Xuhao Zhao","is_ca":false},{"name":"Haoxuan Wen","is_ca":false},{"name":"Guohai Xu","is_ca":false},{"name":"Ting Pang","is_ca":false},{"name":"Yaping Zhang","is_ca":false},{"name":"Xindi He","is_ca":false},{"name":"Ruofei Hu","is_ca":false},{"name":"Ming Yan","is_ca":false},{"name":"Christopher Chen","is_ca":false},{"name":"Xin Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04878197708616501,"gpt":0.3813719103969577,"spread":0.3325899333107927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008554083,0.0006232992,0.0005908163,0.000796916,0.0004226725,0.0005788104,0.0006687944,0.0006109174,0.0009435109],"category_scores_gemma":[0.01478122,0.0003980508,0.0008279888,0.0005893924,0.0005686572,0.0006995731,0.0006647216,0.0004293986,0.0003238416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000823152,"about_ca_system_score_gemma":0.001543522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006086648,"about_ca_topic_score_gemma":0.009157185,"domain_scores_codex":[0.996789,0.001509854,0.0003635709,0.0004255501,0.0007556643,0.0001563665],"domain_scores_gemma":[0.9942866,0.002064921,0.001029783,0.0005121529,0.001536061,0.0005705812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004070156,0.007497703,0.933597,0.0002499228,0.0003546304,0.0003384972,0.002398327,0.0003813109,0.00539075,0.00004850074,0.0003528993,0.04532023],"study_design_scores_gemma":[0.0006442796,0.01176733,0.9823001,0.00002322039,0.000229155,0.0002017633,0.0008427041,0.002212905,0.00123919,0.00002331374,0.0004814053,0.00003473101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992082,0.00003313242,0.0001784276,0.00002400611,0.000005547241,0.000332576,0.00008407605,0.000005615361,0.0001283766],"genre_scores_gemma":[0.9968913,0.00008796854,0.001820339,0.00006800852,0.00002125386,0.0005271595,0.0003130744,0.000003602993,0.0002672951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008554083,"threshold_uncertainty_score":0.04523885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402118594","doi":"10.1016/j.cccb.2024.100327","title":"Post-stroke apathy: symptom profiles and association with cognitive impairment","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Apathy; Cognitive impairment; Association (psychology); Stroke (engine); Cognition; Psychology; Clinical psychology; Medicine; Physical medicine and rehabilitation; Psychiatry; Psychotherapist","authors":[{"name":"Claudia Pallucca","is_ca":false},{"name":"Ratko Radaković","is_ca":false},{"name":"Hugh Markus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.011818942485604,"gpt":0.2673139032441181,"spread":0.2554949607585141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005668943,0.0002465763,0.0003713782,0.001266021,0.0003310368,0.000711352,0.0002641555,0.0004701149,0.001340897],"category_scores_gemma":[0.002045434,0.0001550245,0.0003359919,0.001276806,0.0002617829,0.0005354857,0.0006474587,0.0004186043,0.0002550059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120721,"about_ca_system_score_gemma":0.0001741691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984816,"about_ca_topic_score_gemma":0.0027882,"domain_scores_codex":[0.9996306,0.00006986415,0.00007762206,0.00005814422,0.0001018617,0.00006196856],"domain_scores_gemma":[0.9984599,0.000158104,0.0009087521,0.0000675533,0.0001631833,0.0002424343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002948572,0.00008101153,0.9961436,0.0000182041,0.00005263975,0.0001142635,0.0001487923,0.00002540414,0.000233478,0.00001400186,0.00004677213,0.002827038],"study_design_scores_gemma":[0.000003273412,0.00007632546,0.9994653,0.000002860173,0.000006519052,0.0002569789,0.00008430639,0.00004263022,0.0000145217,0.00001939807,0.00002559603,0.000002249532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992918,0.0001824343,0.00002675208,0.00001512155,0.00000122287,0.000007233413,0.0001370189,0.000002128186,0.0003362443],"genre_scores_gemma":[0.9995746,0.00007465718,0.00003230996,0.000007226461,0.00000334191,0.000005399645,0.0001716327,6.564997e-7,0.0001300941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001984816,"threshold_uncertainty_score":0.004485726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402148582","doi":"10.1016/j.cccb.2024.100255","title":"Cognition and mood in the first few months after stroke: relationship to stroke severity and dependency","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stroke (engine); Mood; Dependency (UML); Cognition; Psychology; Clinical psychology; Medicine; Psychiatry; Computer science; Artificial intelligence","authors":[{"name":"Ellen V. Backhouse","is_ca":false},{"name":"Lisa J Woodhouse","is_ca":false},{"name":"Fergus Doubal","is_ca":false},{"name":"Rosalind Brown","is_ca":false},{"name":"Philip M. Bath","is_ca":false},{"name":"Terence J. Quinn","is_ca":false},{"name":"Thompson Robinson","is_ca":false},{"name":"Hugh S. Markus","is_ca":false},{"name":"Richard J. McManus","is_ca":false},{"name":"John T. O’Brien","is_ca":false},{"name":"David J. Werring","is_ca":false},{"name":"Nikola Sprigg","is_ca":false},{"name":"Adrian Parry‐Jones","is_ca":false},{"name":"Rhian M. Touyz","is_ca":false},{"name":"Steven E. Williams","is_ca":false},{"name":"Yee‐Haur Mah","is_ca":false},{"name":"Hedley Emsley","is_ca":false},{"name":"Joanna M. Wardlaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02472278352628007,"gpt":0.2891346069596926,"spread":0.2644118234334125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001049044,0.0003962211,0.0007639097,0.0008042093,0.0005811595,0.0008419341,0.0004952783,0.0008431865,0.001051993],"category_scores_gemma":[0.004863132,0.0004182236,0.0008888346,0.0008039131,0.0002657951,0.0004052549,0.0007273067,0.001045342,0.0002379327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003958498,"about_ca_system_score_gemma":0.0002618546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007760657,"about_ca_topic_score_gemma":0.01437711,"domain_scores_codex":[0.9993991,0.000182368,0.00009932001,0.00009790309,0.000115343,0.0001059557],"domain_scores_gemma":[0.9971897,0.0004954937,0.001289846,0.0001653099,0.000306528,0.0005530709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00033989,0.00007562692,0.9979587,0.000009932742,0.0001074313,0.0000348395,0.00004915036,0.00003826227,0.00006855094,0.000004107988,0.00005982879,0.001253707],"study_design_scores_gemma":[0.000004276681,0.00007686402,0.9997512,0.000001996448,0.00001610564,0.00003807176,0.00001607518,0.00005681154,0.000006628289,0.000007884691,0.00002218542,0.000001922811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986233,0.0005341748,0.0000463487,0.0000503479,0.000009224719,0.00001374145,0.0002957496,0.000004078551,0.0004231117],"genre_scores_gemma":[0.9990762,0.0001646881,0.00006832692,0.000031763,0.00002104608,0.00001682046,0.000405333,0.000001641851,0.0002140857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007760657,"threshold_uncertainty_score":0.01543093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402118806","doi":"10.1016/j.cccb.2024.100264","title":"Machine-learning derived MRI-based atrophy biomarker predicts long-term cognitive decline in stroke or transient ischemic attack","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cognitive decline; Atrophy; Cardiology; Internal medicine; Dementia; Brain size; Hyperintensity; Medicine; Biomarker; Stroke (engine); Magnetic resonance imaging; Psychology; Disease; Radiology","authors":[{"name":"Yuan Cai","is_ca":false},{"name":"Bonnie Lam","is_ca":false},{"name":"Xiangshan Fan","is_ca":false},{"name":"Wanting Liu","is_ca":false},{"name":"Lin Shi","is_ca":false},{"name":"Ho Ko","is_ca":false},{"name":"Vincent Mok","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04579048191041041,"gpt":0.3454521260406604,"spread":0.29966164413025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008288188,0.0003267671,0.0004219786,0.0006647165,0.000214071,0.0005069021,0.0002418541,0.0004509374,0.0009046588],"category_scores_gemma":[0.002474177,0.0001559919,0.0003360225,0.000503959,0.0001692627,0.0003110808,0.0002662881,0.0003897075,0.0002642996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766131,"about_ca_system_score_gemma":0.0001560508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724585,"about_ca_topic_score_gemma":0.002808872,"domain_scores_codex":[0.9998273,0.00004286715,0.00002960172,0.00003640226,0.00003281943,0.00003107243],"domain_scores_gemma":[0.9990669,0.0002458155,0.000383095,0.00005425981,0.0001234155,0.0001264754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003620372,0.00006676859,0.996703,0.00001065297,0.00005978702,0.00005128121,0.00002358547,0.0001046399,0.0003264184,0.000009532865,0.00006148999,0.002220793],"study_design_scores_gemma":[0.000008350856,0.0001702992,0.9987299,0.000004782824,0.00003252937,0.000146493,0.00002768827,0.0006894624,0.00009094092,0.00003417255,0.00006225602,0.000003143072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992803,0.0002351247,0.00007417385,0.00001989288,0.000003574442,0.000005440704,0.000116441,0.000003389705,0.0002617394],"genre_scores_gemma":[0.9994183,0.00009686656,0.00009511464,0.0000131276,0.00001094178,0.000005395599,0.0002234605,7.908641e-7,0.0001360543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001724585,"threshold_uncertainty_score":0.004383266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402118756","doi":"10.1016/j.cccb.2024.100315","title":"Trajectories of post-stroke cognitive function related to systemic inflammatory biomarkers and metabolites: The Nor-COAST study","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cognition; Systemic inflammation; Stroke (engine); Medicine; Function (biology); Inflammation; Internal medicine; Biology; Psychiatry; Engineering","authors":[{"name":"Heidi Vihovde Sandvig","is_ca":false},{"name":"Trine Holt Edwin","is_ca":false},{"name":"Stina Aam","is_ca":false},{"name":"Katinka Nordheim Alme","is_ca":false},{"name":"Stian Lydersen","is_ca":false},{"name":"Tom Eirik Mollnes","is_ca":false},{"name":"Bjørn Heine Strand","is_ca":false},{"name":"Per Magne Ueland","is_ca":false},{"name":"Arve Ulvik","is_ca":false},{"name":"Torgeir Wethal","is_ca":false},{"name":"Anne‐Brita Knapskog","is_ca":false},{"name":"Ingvild Saltvedt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02629483025877267,"gpt":0.2678058963418803,"spread":0.2415110660831077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002481303,0.000644938,0.0008990219,0.0003936307,0.0006833142,0.0008624286,0.001031219,0.0004910668,0.001063841],"category_scores_gemma":[0.002443547,0.0005744091,0.001227829,0.0009222368,0.0004291997,0.0007301989,0.001529842,0.0008549825,0.0003751679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008511965,"about_ca_system_score_gemma":0.001237254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.071123,"about_ca_topic_score_gemma":0.094037,"domain_scores_codex":[0.9992303,0.0002297178,0.00009579251,0.0002461424,0.00007790195,0.0001202582],"domain_scores_gemma":[0.9987069,0.0001101822,0.0003886254,0.0003240538,0.0002287659,0.0002413682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00198888,0.00007475942,0.994773,0.00004414534,0.0003053026,0.0001213502,0.0003959009,0.0001346058,0.0002912262,0.00008889618,0.0003985964,0.001383342],"study_design_scores_gemma":[0.00009052076,0.0002061508,0.9975336,0.00003072782,0.0001806108,0.0001338239,0.0004279268,0.0003849516,0.00006630666,0.00007139106,0.0008608067,0.00001308418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962152,0.0003143359,0.000223813,0.00006260278,0.00001101219,0.00003007929,0.00268908,0.000004259109,0.0004495715],"genre_scores_gemma":[0.9933236,0.000265743,0.0005005452,0.00004046221,0.0000110499,0.00007762091,0.004749004,0.0000123252,0.001019805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.071123,"threshold_uncertainty_score":0.141418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400002204","doi":"10.1016/j.cccb.2022.100093","title":"TREM2 PROMOTES MICROGLIAL REPROGRAMMING AND RESILIENCE TO SUBCORTICAL WHITE MATTER DISEASE IN A MODEL OF VASCULAR COGNITIVE IMPAIRMENT","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Centre","funders":"","keywords":"TREM2; White matter; Reprogramming; Cognitive impairment; Neuroscience; Vascular dementia; Medicine; Resilience (materials science); Cardiology; Microglia; Cognition; Disease; Psychology; Internal medicine; Dementia; Inflammation; Biology; Magnetic resonance imaging; Radiology; Physics","authors":[{"name":"Stefan Szymkowiak","is_ca":false},{"name":"Anirudh Patir","is_ca":false},{"name":"Katie Askew","is_ca":true},{"name":"Clare Latta","is_ca":false},{"name":"Karen Horsburgh","is_ca":true},{"name":"Barry W. McColl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03227303533803856,"gpt":0.2822570430253013,"spread":0.2499840076872628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000375306,0.0006760796,0.00052832,0.0004861312,0.0004183374,0.0005728809,0.0003787052,0.0006295764,0.001757921],"category_scores_gemma":[0.0002164543,0.0002189273,0.000486525,0.0001834582,0.0006503084,0.0004047847,0.0004209603,0.001438856,0.0004290548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003689301,"about_ca_system_score_gemma":0.0005015807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008966282,"about_ca_topic_score_gemma":0.001253734,"domain_scores_codex":[0.999754,0.0000395075,0.00001506265,0.00005456425,0.00003856505,0.00009825537],"domain_scores_gemma":[0.9998123,0.000009448971,0.00004998272,0.00003007327,0.00002081865,0.00007735054],"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":[0.006079125,0.001184137,0.001127417,0.0001549559,0.0000659526,0.0007939588,0.0001748911,0.0002914214,0.9851307,0.0004271941,0.0002852457,0.004285011],"study_design_scores_gemma":[0.0005306989,0.009306035,0.03993016,0.00008261053,0.00032714,0.002112185,0.0009186541,0.004175787,0.9370585,0.001147231,0.004349151,0.00006174221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978287,0.0003151703,0.000890377,0.000127883,0.0000428369,0.00001923441,0.000147714,0.00005904112,0.0005690937],"genre_scores_gemma":[0.9960944,0.0003138706,0.0006454748,0.00008282297,0.00001801858,0.00006652411,0.0001995064,0.00001657702,0.002562753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001757921,"threshold_uncertainty_score":0.005880833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416612038","doi":"10.1016/j.cccb.2025.100521","title":"Prevalence of anxiety and depression following small subcortical ischemic stroke and their association with MRI-defined brain damage: The DHU-LAC cohort study","year":2025,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"St Joseph Hospital; Assistance Publique - Hôpitaux de Paris","keywords":"Anxiety; Depression (economics); Cohort study; Stroke (engine); Cohort; Association (psychology); Minor stroke","authors":[{"name":"Ana Dimitrovic","is_ca":false},{"name":"Aude Jabouley","is_ca":false},{"name":"Carla Machado","is_ca":false},{"name":"Lina Grosset","is_ca":false},{"name":"Antoine Guillonnet","is_ca":false},{"name":"Ruben Tamazyan","is_ca":false},{"name":"Joseph Benzakoun","is_ca":false},{"name":"Antoine Dusonchet","is_ca":false},{"name":"Catherine Oppenheim","is_ca":false},{"name":"Mathieu Zuber","is_ca":false},{"name":"David Calvet","is_ca":false},{"name":"Éric Jouvent","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01265574060522556,"gpt":0.2665976143321611,"spread":0.2539418737269356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001447409,0.0006278253,0.0008130908,0.00110348,0.000784651,0.001398301,0.0007306541,0.0008881925,0.001491688],"category_scores_gemma":[0.002473221,0.0004880239,0.001046895,0.001420607,0.0003833671,0.0007869003,0.0007734357,0.0007704312,0.0003461548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009034189,"about_ca_system_score_gemma":0.0005753817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04054292,"about_ca_topic_score_gemma":0.0360305,"domain_scores_codex":[0.9991807,0.000236073,0.00006931293,0.0002093197,0.0001148822,0.0001897396],"domain_scores_gemma":[0.9987236,0.0001484581,0.0003397543,0.0001790188,0.0002086847,0.0004004416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004513411,0.00006705429,0.9977676,0.00001373431,0.0002016132,0.0001548194,0.000124727,0.00002913327,0.0001185362,0.0000129438,0.0002302919,0.0008282185],"study_design_scores_gemma":[0.00003647795,0.0001425046,0.9990849,0.000007198948,0.00005809525,0.000228099,0.0001649734,0.00008381656,0.00001595406,0.0000113591,0.0001566289,0.00000999678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979139,0.0004064989,0.00006974563,0.0000529705,0.000007730692,0.00002723961,0.00125574,0.000005882328,0.0002602346],"genre_scores_gemma":[0.9982135,0.000222144,0.00005838663,0.00004682741,0.00002116827,0.00002670704,0.001235248,0.000003510201,0.0001725623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04054292,"threshold_uncertainty_score":0.08061391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402131442","doi":"10.1016/j.cccb.2024.100318","title":"TREM2-regulated microglial reactivity confers resilience against vascular contributions to white matter injury and cognitive decline","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Centre","funders":"","keywords":"White matter; Microglia; TREM2; Cognitive decline; Resilience (materials science); Neuroscience; Reactivity (psychology); Cognition; Psychology; Medicine; Inflammation; Internal medicine; Pathology; Dementia; Physics; Magnetic resonance imaging","authors":[{"name":"Stefan Szymkowiak","is_ca":false},{"name":"Mila Redzic","is_ca":false},{"name":"Anirudh Patir","is_ca":false},{"name":"Clare Latta","is_ca":false},{"name":"Michael J. Daniels","is_ca":false},{"name":"Jack Barrington","is_ca":false},{"name":"Katie Askew","is_ca":true},{"name":"Jessica Duncombe","is_ca":true},{"name":"Karen Horsburgh","is_ca":true},{"name":"Barry W. McColl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02036503334688553,"gpt":0.2922240186205741,"spread":0.2718589852736886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002862042,0.0004178095,0.0004201827,0.0003242862,0.0002332942,0.0004174755,0.0001902716,0.0004154904,0.002383389],"category_scores_gemma":[0.0002239965,0.0002331754,0.0004142034,0.0001121417,0.0003083983,0.0002680286,0.0003856904,0.001014505,0.0005218969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571306,"about_ca_system_score_gemma":0.000257141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003250241,"about_ca_topic_score_gemma":0.0007153027,"domain_scores_codex":[0.9997813,0.00002465083,0.00002041847,0.00005542651,0.00003998638,0.00007813946],"domain_scores_gemma":[0.9997829,0.00001056331,0.00005655332,0.00002806141,0.00002766599,0.00009427995],"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":[0.001107558,0.0001949328,0.001512635,0.0000710001,0.00002318898,0.000245708,0.00006413559,0.00008295078,0.9941838,0.00009951265,0.0001247571,0.002289725],"study_design_scores_gemma":[0.0001951181,0.0103161,0.195492,0.0000830417,0.0002321507,0.003961273,0.000527454,0.002485318,0.7792162,0.0006910539,0.006734584,0.00006575927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980331,0.0003010791,0.0006007325,0.0000605591,0.0000202046,0.00001710875,0.0003242183,0.00004951078,0.0005934147],"genre_scores_gemma":[0.9952904,0.0003959095,0.0007181907,0.00009478603,0.00002009479,0.00007523943,0.0006274559,0.00002145649,0.002756417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002383389,"threshold_uncertainty_score":0.007973194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}