{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":97,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":97,"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":"bafec341eea8","filters":{"venue":"The Lancet Healthy Longevity"}},"results":[{"id":"W4311426544","doi":"10.1016/s2666-7568(22)00247-1","title":"Association of the triglyceride glucose index as a measure of insulin resistance with mortality and cardiovascular disease in populations from five continents (PURE study): a prospective cohort study","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":345,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Queen's University; Hamilton Health Sciences; Université Laval; Population Health Research Institute; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Fuwai Hospital, Chinese Academy of Medical Sciences; Philippine Council for Health Research and Development; Servier; Kementerian Sains, Teknologi dan Inovasi; Indian Council of Medical Research; South African Medical Research Council; Canadian Institutes of Health Research; United Nations Relief and Works Agency for Palestine Refugees; Riksförbundet HjärtLung; Dairy Farmers of Canada; Public Health Agency of Canada; Novartis Pharmaceuticals Corporation; Ministry of Higher Education, Malaysia; AstraZeneca Canada; Sanofi; Boehringer Ingelheim; Vetenskapsrådet; Heart and Stroke Foundation of Canada; Ontario Ministry of Health and Long-Term Care; Hamilton Health Sciences; Ministerstwo Edukacji i Nauki; Saudi Heart Association; GlaxoSmithKline; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); AstraZeneca","keywords":"Insulin resistance; Triglyceride; Medicine; Prospective cohort study; Internal medicine; Disease; Cohort study; Index (typography); Cohort; Insulin; Demography; Cholesterol","authors":[{"name":"Patricio López‐Jaramillo","is_ca":false},{"name":"Diego Gómez-Arbeláez","is_ca":false},{"name":"Daniel Martínez-Bello","is_ca":false},{"name":"Marc Evans M. Abat","is_ca":false},{"name":"Khalid F. AlHabib","is_ca":false},{"name":"Álvaro Avezum","is_ca":false},{"name":"О. Л. Барбараш","is_ca":false},{"name":"Jephat Chifamba","is_ca":false},{"name":"Maria Luz Díaz","is_ca":false},{"name":"Sadi Güleç","is_ca":false},{"name":"Noor Hassim Ismail","is_ca":false},{"name":"Romaina Iqbal","is_ca":false},{"name":"Roya Kelishadi","is_ca":false},{"name":"Rasha Khatib","is_ca":false},{"name":"Fernando Laņas","is_ca":false},{"name":"Naomi Levitt","is_ca":false},{"name":"Yang Li","is_ca":false},{"name":"Viswanathan Mohan","is_ca":false},{"name":"Prem Mony","is_ca":false},{"name":"Paul Poirier","is_ca":true},{"name":"Annika Rosengren","is_ca":false},{"name":"Biju Soman","is_ca":false},{"name":"Chuangshi Wang","is_ca":false},{"name":"Yang Wang","is_ca":false},{"name":"Karen Yeates","is_ca":true},{"name":"Rita Yusuf","is_ca":false},{"name":"Afzalhussein Yusufali","is_ca":false},{"name":"Katarzyna Zatońska","is_ca":false},{"name":"Sumathy Rangarajan","is_ca":true},{"name":"Salim Yusuf","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02785393724958041,"gpt":0.2859582159693655,"spread":0.2581042787197851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001891588,0.0009175111,0.0006760629,0.001010628,0.0008921126,0.0009583302,0.0007849426,0.0006430556,0.00100278],"category_scores_gemma":[0.002049692,0.001001829,0.00120193,0.001836061,0.0004583251,0.0006137181,0.001222275,0.0009454668,0.0002538537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003813702,"about_ca_system_score_gemma":0.0004095685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005934855,"about_ca_topic_score_gemma":0.007029434,"domain_scores_codex":[0.9989517,0.0003709627,0.000123513,0.0002721171,0.0001394953,0.0001422575],"domain_scores_gemma":[0.9981245,0.0001729066,0.0006659765,0.0004311772,0.0002326654,0.000372786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003863602,0.00008957745,0.9979128,0.00001830983,0.0005009851,0.00008784873,0.0001327858,0.00003827486,0.0001839374,0.00001785501,0.00008620481,0.000545103],"study_design_scores_gemma":[0.00005455871,0.0002049943,0.9989501,0.000004980227,0.0001900635,0.0001471702,0.0001662983,0.00009800741,0.00003681772,0.00001628991,0.0001232873,0.000007606784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989473,0.0001753533,0.0001580574,0.00001648462,0.000005352435,0.00003351329,0.0004976345,0.000004415853,0.0001619674],"genre_scores_gemma":[0.9981619,0.0001484398,0.000336606,0.00004427571,0.0000164204,0.00006425456,0.00107338,0.000003904347,0.0001508662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005934855,"threshold_uncertainty_score":0.01180065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122367423","doi":"10.1016/s2666-7568(20)30061-1","title":"Serum markers glial fibrillary acidic protein and neurofilament light for prognosis and monitoring in cognitively normal older people: a prospective memory clinic-based cohort study","year":2021,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":212,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Seventh Framework Programme; Alzheimer Nederland; ZonMw; European Commission; EU Joint Programme – Neurodegenerative Disease Research; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Weston Brain Institute; Roche","keywords":"Dementia; Prospective cohort study; Biomarker; Cohort; Medicine; Glial fibrillary acidic protein; Internal medicine; Hazard ratio; Proportional hazards model; Prospective memory; Oncology; Cohort study; Disease; Psychiatry; Cognition; Confidence interval; Biology","authors":[{"name":"Inge M.W. Verberk","is_ca":false},{"name":"Malika B Laarhuis","is_ca":false},{"name":"Karlijn A. van den Bosch","is_ca":false},{"name":"Jarith L. Ebenau","is_ca":false},{"name":"Mardou van Leeuwenstijn","is_ca":false},{"name":"Niels D. Prins","is_ca":false},{"name":"Philip Scheltens","is_ca":false},{"name":"Charlotte E. Teunissen","is_ca":false},{"name":"Wiesje M. van der Flier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0301007394913898,"gpt":0.3475010572393286,"spread":0.3174003177479388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001641412,0.0006570604,0.0006324722,0.0009990927,0.001093923,0.001343068,0.0007636925,0.0007754327,0.00112699],"category_scores_gemma":[0.002502528,0.0008775197,0.000773908,0.00129188,0.0003382723,0.0007681008,0.0008028987,0.0008925939,0.0004097434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005419197,"about_ca_system_score_gemma":0.0006129625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01333963,"about_ca_topic_score_gemma":0.01800863,"domain_scores_codex":[0.9992255,0.0001710402,0.00008770512,0.0002381759,0.0001482559,0.0001292943],"domain_scores_gemma":[0.9987595,0.0001299901,0.0003840114,0.0002381465,0.0002074997,0.0002808973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005023214,0.0001915237,0.9974002,0.00001144427,0.0001302118,0.0001439785,0.0001546367,0.00003155565,0.0002581868,0.00001360325,0.0001282552,0.001034048],"study_design_scores_gemma":[0.00008206449,0.0002705764,0.9984415,0.00001019878,0.0001344729,0.0002891453,0.0001870587,0.0002816218,0.00006418472,0.00003050885,0.0001981506,0.00001041334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989742,0.000162278,0.0001308234,0.00002113383,0.000007726171,0.00004977691,0.0004476,0.000004385428,0.0002020565],"genre_scores_gemma":[0.9986602,0.0001332388,0.0002365243,0.00003628169,0.00001749547,0.00005671908,0.0006074661,0.000003862083,0.000248256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333963,"threshold_uncertainty_score":0.02652401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293282442","doi":"10.1016/s2666-7568(22)00169-6","title":"Integrated Geriatric Assessment and Treatment Effectiveness (INTEGERATE) in older people with cancer starting systemic anticancer treatment in Australia: a multicentre, open-label, randomised controlled trial","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":211,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Monash University; Eastern Health","keywords":"Medicine; Open label; Cancer; Randomized controlled trial; Intensive care medicine; Internal medicine; Oncology","authors":[{"name":"Wee Kheng Soo","is_ca":false},{"name":"Madeleine King","is_ca":false},{"name":"A. L. Pope","is_ca":false},{"name":"Phillip Parente","is_ca":false},{"name":"Pēteris Dārziņš","is_ca":false},{"name":"Ian D. Davis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06328126089741115,"gpt":0.3923756849195225,"spread":0.3290944240221113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007990145,0.001603323,0.004588174,0.0007819728,0.0008128429,0.001366226,0.00109206,0.002688402,0.0055393],"category_scores_gemma":[0.01453027,0.0007129463,0.003572189,0.0007312674,0.001784598,0.00159781,0.001543585,0.0024641,0.0004091568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880493,"about_ca_system_score_gemma":0.003890988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002886988,"about_ca_topic_score_gemma":0.004232319,"domain_scores_codex":[0.9925472,0.005516662,0.0006167383,0.0005859868,0.0003644617,0.000369037],"domain_scores_gemma":[0.9951203,0.001681265,0.00150456,0.0002716469,0.0004116174,0.001010491],"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":[0.9631556,0.007735464,0.0009707267,0.004301966,0.002146044,0.00004129487,0.0002226325,0.0003420616,0.0005423186,0.0001971021,0.0005366437,0.01980824],"study_design_scores_gemma":[0.9566004,0.03896403,0.001978471,0.0003127521,0.001008049,0.00001716744,0.00003968529,0.0003656815,0.00008511401,0.0001678684,0.000444833,0.00001601314],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427778,0.01229163,0.001960374,0.001648303,0.001036234,0.03605486,0.0007907275,0.0001185805,0.003321394],"genre_scores_gemma":[0.9347998,0.003619139,0.007419739,0.001646002,0.0005226908,0.04972372,0.0003924649,0.00001269147,0.001863915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007990145,"threshold_uncertainty_score":0.04225647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3184238291","doi":"10.1016/s2666-7568(21)00140-9","title":"Mortality rates in Alzheimer's disease and non-Alzheimer's dementias: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":207,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Dementia Research Alliance; University of Toronto; Centre for Addiction and Mental Health","funders":"Ontario Ministry of Research and Innovation; Medical Research Council; National Institutes of Health; Ontario Ministry of Research, Innovation and Science; Canada Research Chairs; King's College London; National Institute for Health Research Applied Research Collaboration South London; Brain and Behavior Research Foundation; Department of Health and Social Care; National Institute for Health and Care Research; Ontario Ministry of Health and Long-Term Care; Canada Foundation for Innovation; Fondation Brain Canada; King's College Hospital NHS Foundation Trust; BrightFocus Foundation; Guy's and St Thomas' Charity; Canadian Institutes of Health Research; Weston Brain Institute","keywords":"Dementia; Meta-analysis; Medicine; Cochrane Library; Hazard ratio; Cohort study; Systematic review; Disease; Alzheimer's disease; MEDLINE; Gerontology; Confidence interval; Internal medicine","authors":[{"name":"Chih‐Sung Liang","is_ca":false},{"name":"Dian‐Jeng Li","is_ca":false},{"name":"Fu‐Chi Yang","is_ca":false},{"name":"Ping‐Tao Tseng","is_ca":false},{"name":"André F. Carvalho","is_ca":false},{"name":"Brendon Stubbs","is_ca":false},{"name":"Trevor Thompson","is_ca":false},{"name":"Christoph Mueller","is_ca":false},{"name":"Jae Il Shin","is_ca":false},{"name":"Joaquim Raduà","is_ca":false},{"name":"Robert Stewart","is_ca":false},{"name":"Tarek K. Rajji","is_ca":true},{"name":"Yu‐Kang Tu","is_ca":false},{"name":"Tien‐Yu Chen","is_ca":false},{"name":"Ta‐Chuan Yeh","is_ca":false},{"name":"Chia‐Kuang Tsai","is_ca":false},{"name":"Chia‐Ling Yu","is_ca":false},{"name":"Chih‐Chuan Pan","is_ca":false},{"name":"Che‐Sheng Chu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.232885184883153,"gpt":0.472466267878981,"spread":0.239581082995828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02099001,0.003506525,0.02324152,0.01000601,0.0007268618,0.003908698,0.002582559,0.002401317,0.003003781],"category_scores_gemma":[0.04475186,0.001972067,0.05426092,0.008659429,0.0007888693,0.002213347,0.002069614,0.002414112,0.0002720586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004223197,"about_ca_system_score_gemma":0.004989475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007758421,"about_ca_topic_score_gemma":0.01645042,"domain_scores_codex":[0.9848965,0.007582251,0.004065756,0.001304552,0.00173847,0.0004124626],"domain_scores_gemma":[0.9776464,0.01648572,0.003271362,0.0006450393,0.001711656,0.0002396969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001066118,0.00002136889,0.002665328,0.4160201,0.5689647,0.000102127,0.0000800532,0.0005979835,0.0001128904,0.0001401598,0.0006075174,0.009621696],"study_design_scores_gemma":[0.0004293144,0.0001292645,0.002488746,0.0361234,0.9587545,0.0001044989,0.00004117416,0.0001986975,0.00009316159,0.0002045208,0.001409963,0.00002278768],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002417007,0.9959558,0.0004475754,0.000147816,0.0001307139,0.0003190875,0.0004023892,0.0000225444,0.0001570031],"genre_scores_gemma":[0.09417753,0.8987638,0.002931574,0.000696771,0.0002713397,0.002056344,0.0008134337,0.00002929133,0.00025982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02324152,"threshold_uncertainty_score":0.1110072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308426661","doi":"10.1016/s2666-7568(22)00200-8","title":"WHO working definition of vitality capacity for healthy longevity monitoring","year":2022,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":206,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Vrije Universiteit Brussel; World Health Organization","keywords":"Vitality; Longevity; Mental capacity; Function (biology); Psychology; Gerontology; Cognitive psychology; Medicine; Biology","authors":[{"name":"Ivan Bautmans","is_ca":false},{"name":"Veerle Knoop","is_ca":false},{"name":"Jotheeswaran Amuthavalli Thiyagarajan","is_ca":false},{"name":"Andrea B. Maier","is_ca":false},{"name":"John Beard","is_ca":false},{"name":"Ellen Freiberger","is_ca":false},{"name":"Daniel W. Belsky","is_ca":false},{"name":"Mylène Aubertin‐Leheudre","is_ca":true},{"name":"Christopher Mikton","is_ca":false},{"name":"Matteo Cesari","is_ca":false},{"name":"Yuka Sumi","is_ca":false},{"name":"Theresa Diaz","is_ca":false},{"name":"Anshu Banerjee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4003320150497466,"gpt":0.4281489295012122,"spread":0.02781691445146567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009645564,0.002265991,0.002723654,0.006464148,0.0008173243,0.002723174,0.003948442,0.004348206,0.007665374],"category_scores_gemma":[0.01116483,0.000474094,0.002933279,0.005151777,0.002443913,0.003464911,0.003709187,0.004828138,0.004460452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003035228,"about_ca_system_score_gemma":0.01009946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006531624,"about_ca_topic_score_gemma":0.004062708,"domain_scores_codex":[0.9956125,0.001604919,0.0009396959,0.0004184335,0.00108232,0.0003421244],"domain_scores_gemma":[0.9937092,0.002811232,0.001103108,0.0002777528,0.001785436,0.0003133093],"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":[0.0001993968,0.000101748,0.001391815,0.03591518,0.0003613772,0.0004863974,0.0008840718,0.0007873318,0.001062113,0.0912379,0.2495843,0.6179883],"study_design_scores_gemma":[0.00003571228,0.00007719541,0.001736835,0.01919127,0.0001879022,0.0006762578,0.0001895129,0.0001239322,0.0003434182,0.009559829,0.9678341,0.00004395334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004960054,0.952346,0.005796195,0.01282407,0.006142125,0.0004740239,0.002054225,0.0001022193,0.01976524],"genre_scores_gemma":[0.01309923,0.9318488,0.01935138,0.01335336,0.003490259,0.002710614,0.005307387,0.0001165342,0.01072254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009645564,"threshold_uncertainty_score":0.05101126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392384326","doi":"10.1016/s2666-7568(24)00007-2","title":"Prevalence of multimorbidity and polypharmacy among adults and older adults: a systematic review","year":2024,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Impact; Université de Sherbrooke; Queen's University; McMaster University; Western University","funders":"Canadian Institutes of Health Research","keywords":"Polypharmacy; Multimorbidity; Medicine; Population; Older people; Gerontology; Beers Criteria; Environmental health; Intensive care medicine","authors":[{"name":"Kathryn Nicholson","is_ca":true},{"name":"Winnie Liu","is_ca":true},{"name":"Daire W. D. Fitzpatrick","is_ca":true},{"name":"Kate Anne Hardacre","is_ca":true},{"name":"Sarah Roberts","is_ca":true},{"name":"Jennifer Salerno","is_ca":true},{"name":"Saverio Stranges","is_ca":true},{"name":"Martin Fortin","is_ca":true},{"name":"Dee Mangin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07913120027761014,"gpt":0.4171420171591386,"spread":0.3380108168815285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005179605,0.001255633,0.006451057,0.009759312,0.0004841616,0.001885165,0.001096054,0.001202749,0.003315261],"category_scores_gemma":[0.02564973,0.0009526645,0.006743137,0.01013697,0.0005501497,0.001654263,0.001468999,0.0008579959,0.0002670283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002721723,"about_ca_system_score_gemma":0.007844253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086027,"about_ca_topic_score_gemma":0.03162668,"domain_scores_codex":[0.9955456,0.001179028,0.00183437,0.0003710379,0.0009295039,0.0001404059],"domain_scores_gemma":[0.9825104,0.01253287,0.003190191,0.0002213445,0.001336471,0.000208624],"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":[0.0001210412,0.000009568192,0.001813159,0.9412656,0.01221357,0.00007711026,0.000125855,0.00008591186,0.0001116613,0.000170427,0.001776929,0.04222914],"study_design_scores_gemma":[0.000182578,0.0001666933,0.01277785,0.8518413,0.1107955,0.0005395238,0.0002724337,0.0001219213,0.0002058439,0.0004130877,0.02263908,0.00004419015],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009170563,0.9980324,0.00008839579,0.0001570486,0.00005292593,0.0001288793,0.0004407108,0.000007176415,0.0001754378],"genre_scores_gemma":[0.01157497,0.987065,0.0004661288,0.0002774516,0.00003635838,0.0002221764,0.0002648156,0.000003694388,0.00008948225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01086027,"threshold_uncertainty_score":0.02739269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158967570","doi":"10.1016/s2666-7568(21)00054-4","title":"Polypharmacy, inappropriate prescribing, and deprescribing in older people: through a sex and gender lens","year":2021,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Women's College Hospital","funders":"Department of Medicine, University of Toronto; Horizon 2020 Framework Programme; Ministry of Science and Technology, Israel; Canadian Institutes of Health Research; Ministry of Science and Technology; University of Toronto; Irish Research Council","keywords":"Polypharmacy; Deprescribing; Medicine; Harm; Beers Criteria; Older people; Geriatrics; Drug; Gerontology; Family medicine; Psychiatry; Intensive care medicine; Psychology","authors":[{"name":"Paula A. Rochon","is_ca":true},{"name":"Mirko Petrović","is_ca":false},{"name":"Antonio Cherubini","is_ca":false},{"name":"Graziano Onder","is_ca":false},{"name":"Denis O’Mahony","is_ca":false},{"name":"Shelley A. Sternberg","is_ca":false},{"name":"Nathan M. Stall","is_ca":true},{"name":"Jerry H. Gurwitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3960682821166086,"gpt":0.4798729057146942,"spread":0.0838046235980856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001840211,0.0006321803,0.00145427,0.00170533,0.0003378337,0.001512779,0.0007033448,0.001874359,0.004289681],"category_scores_gemma":[0.004089998,0.0002620339,0.001680649,0.001785211,0.0007847367,0.00168485,0.001084465,0.001780785,0.0006638697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009840413,"about_ca_system_score_gemma":0.002570636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003990008,"about_ca_topic_score_gemma":0.009879584,"domain_scores_codex":[0.9991106,0.0003629766,0.0001458338,0.00006336395,0.0002690928,0.00004817424],"domain_scores_gemma":[0.9979451,0.001463784,0.0003025653,0.00002751973,0.0002095381,0.00005157066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001630378,0.00004842327,0.0006553953,0.135327,0.0007384752,0.0001986917,0.000519393,0.0001296396,0.0002984232,0.007013093,0.02302665,0.8318817],"study_design_scores_gemma":[0.00009742576,0.0002461593,0.006007802,0.1724247,0.002395369,0.002231782,0.000759663,0.00009491989,0.0002570994,0.006084632,0.8093489,0.00005156037],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008392269,0.9987199,0.00002717313,0.000649423,0.0001418823,0.000003300721,0.00001055258,0.000001326402,0.0003625081],"genre_scores_gemma":[0.001304839,0.9974411,0.00009717795,0.0007052543,0.0001617033,0.000008227059,0.00001094485,9.356364e-7,0.0002699161],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004289681,"threshold_uncertainty_score":0.01435041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104103000","doi":"10.1016/s2666-7568(20)30015-5","title":"Circadian disturbances in Alzheimer's disease progression: a prospective observational cohort study of community-based older adults","year":2020,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":169,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences; National Institute on Aging; BrightFocus Foundation","keywords":"Actigraphy; Circadian rhythm; Dementia; Hazard ratio; Cognitive decline; Alzheimer's disease; Cohort; Prospective cohort study; Medicine; Psychology; Proportional hazards model; Cohort study; Gerontology; Internal medicine; Disease; Audiology; Confidence interval","authors":[{"name":"Li Peng","is_ca":false},{"name":"Lei Gao","is_ca":false},{"name":"Arlen Gaba","is_ca":false},{"name":"Lei Yu","is_ca":false},{"name":"Longchang Cui","is_ca":false},{"name":"Wenqing Fan","is_ca":false},{"name":"Andrew Lim","is_ca":true},{"name":"David A. Bennett","is_ca":false},{"name":"Aron S. Buchman","is_ca":false},{"name":"Kun Hu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1114138580450591,"gpt":0.3474617601049247,"spread":0.2360479020598656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00199852,0.0005662822,0.0007034323,0.0008027962,0.0008509022,0.0009620315,0.000614573,0.0006353072,0.0007734126],"category_scores_gemma":[0.002397727,0.0006778276,0.0008311108,0.001571624,0.0002974215,0.0006864141,0.000753178,0.0009947214,0.0002082767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003986409,"about_ca_system_score_gemma":0.0006452362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01875477,"about_ca_topic_score_gemma":0.02110194,"domain_scores_codex":[0.9991379,0.0002292399,0.0000973299,0.000251057,0.0001578944,0.0001265758],"domain_scores_gemma":[0.998365,0.0001686925,0.0005563153,0.0002431302,0.0002603423,0.0004066055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002720311,0.00009922694,0.9986159,0.000014055,0.0001574812,0.00005991468,0.0001068799,0.00001854916,0.0001452459,0.000008400725,0.00007988072,0.0004224366],"study_design_scores_gemma":[0.00003744494,0.0001925309,0.999213,0.000006784855,0.00006920163,0.00009804303,0.0001556493,0.000111662,0.00001337217,0.00001080918,0.0000869621,0.00000440717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989259,0.0002353145,0.000111209,0.0000208435,0.000008804813,0.00003200251,0.0005445104,0.000003201898,0.0001182213],"genre_scores_gemma":[0.9987098,0.0001680571,0.0001686206,0.00004149063,0.00001284512,0.00004226142,0.0007603114,0.00000231942,0.00009420417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01875477,"threshold_uncertainty_score":0.03729123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203532227","doi":"10.1016/s2666-7568(21)00179-3","title":"Is cancer biology different in older patients?","year":2021,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek; ASCRS Research Foundation","keywords":"Cancer; Prostate cancer; Malignancy; Breast cancer; Immunosenescence; Narrative review; Affect (linguistics); Colorectal cancer; Medicine; Lung cancer; Oncology; Immune system; Gerontology; Internal medicine; Immunology; Psychology; Intensive care medicine","authors":[{"name":"Yannick Van Herck","is_ca":false},{"name":"Annelies Feyaerts","is_ca":false},{"name":"Shabbir M.H. Alibhai","is_ca":true},{"name":"Demetris Papamichael","is_ca":false},{"name":"Lore Decoster","is_ca":false},{"name":"Yentl Lambrechts","is_ca":false},{"name":"Michael Pinchuk","is_ca":false},{"name":"Oliver Bechter","is_ca":false},{"name":"Jaime O. Herrera‐Cáceres","is_ca":true},{"name":"Frédéric Bibeau","is_ca":false},{"name":"Christine Desmedt","is_ca":false},{"name":"Sigrid Hatse","is_ca":false},{"name":"Hans Wildiers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.123293351263279,"gpt":0.4373445681115688,"spread":0.3140512168482898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009680925,0.0004000194,0.001326962,0.001094609,0.0001997876,0.0009713161,0.0004749629,0.001391544,0.001965546],"category_scores_gemma":[0.002267846,0.0001680197,0.0007456402,0.0009740619,0.0005372777,0.001374293,0.0005284819,0.001494486,0.0007459199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000663323,"about_ca_system_score_gemma":0.0009913127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803506,"about_ca_topic_score_gemma":0.002954093,"domain_scores_codex":[0.9996802,0.0001007278,0.00005849652,0.00005145695,0.00008138284,0.00002780563],"domain_scores_gemma":[0.9992141,0.0004546488,0.0001173068,0.00001620214,0.0001600294,0.00003772772],"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":[0.0001854254,0.00002550014,0.0009632633,0.03257106,0.0003066805,0.0002225387,0.0002687739,0.0001221475,0.0005737792,0.00383036,0.03973512,0.9211954],"study_design_scores_gemma":[0.00005372473,0.0002377043,0.005761934,0.02442659,0.0005484967,0.002972967,0.0004541037,0.00004987896,0.0002737541,0.004559102,0.9606229,0.00003892016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001000602,0.9984456,0.00002058354,0.0009245751,0.0002677498,0.000001210027,0.00001039931,0.000001318672,0.0002285604],"genre_scores_gemma":[0.001332918,0.9967981,0.00004454739,0.001108031,0.0004736052,0.000003585782,0.00001976494,6.770533e-7,0.0002188542],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001965546,"threshold_uncertainty_score":0.006575406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389608127","doi":"10.1016/s2666-7568(23)00217-9","title":"Risk factors for cognitive impairment and dementia after stroke: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Stiftung zur Erforschung der Vaskulären Demenz; FP7 Coordination of Research Activities; Gemeinnützige Hertie-Stiftung; Fritz Thyssen Stiftung; Fondation Leducq; Deutsche Forschungsgemeinschaft","keywords":"Meta-analysis; Dementia; Medicine; Stroke (engine); Internal medicine; Systematic review; Relative risk; Risk factor; Physical therapy; MEDLINE; Disease; Confidence interval","authors":[{"name":"Jule Filler","is_ca":false},{"name":"Marios K. Georgakis","is_ca":false},{"name":"Martin Dichgans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1664943356452409,"gpt":0.4420291665224462,"spread":0.2755348308772053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01399132,0.003231422,0.02110157,0.007897048,0.0007346534,0.003671642,0.00235323,0.002269418,0.003247687],"category_scores_gemma":[0.0330874,0.001741192,0.04035879,0.008499566,0.0007805207,0.001960465,0.001752599,0.001939429,0.0003186116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003752033,"about_ca_system_score_gemma":0.005226451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046791,"about_ca_topic_score_gemma":0.01911361,"domain_scores_codex":[0.9912454,0.003959077,0.002489784,0.0008987773,0.001045878,0.0003609919],"domain_scores_gemma":[0.9846502,0.01056733,0.002793927,0.0004764595,0.0012977,0.0002143509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00113609,0.00002316951,0.003444788,0.4555941,0.528806,0.0001355146,0.00009212473,0.0006383701,0.000137436,0.0001237857,0.0007301325,0.009138611],"study_design_scores_gemma":[0.0004270783,0.0001187896,0.002787423,0.03390955,0.960937,0.0001056862,0.00003817715,0.0001978471,0.00007946725,0.0001631147,0.001212526,0.00002332821],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003480027,0.9946752,0.0004565614,0.0001867208,0.0001068207,0.0003422605,0.000519851,0.00002863503,0.000204001],"genre_scores_gemma":[0.1311071,0.8624591,0.002492985,0.0007485013,0.0002316448,0.001660944,0.000965137,0.00002828073,0.0003064141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02110157,"threshold_uncertainty_score":0.0739941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400066866","doi":"10.1016/s2666-7568(24)00092-8","title":"Association of intrinsic capacity with functional decline and mortality in older adults: a systematic review and meta-analysis of longitudinal studies","year":2024,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Agence Nationale de la Recherche; Universidad Pública de Navarra; European Commission; Instituto de Salud Carlos III; Universidad de Sevilla","keywords":"Meta-analysis; Association (psychology); Gerontology; Demography; Psychology; Medicine; Sociology; Internal medicine","authors":[{"name":"Juan Luis Sánchez‐Sánchez","is_ca":false},{"name":"Wan‐Hsuan Lu","is_ca":false},{"name":"Daniel Gallardo‐Gómez","is_ca":false},{"name":"Borja del Pozo Cruz","is_ca":false},{"name":"Philipe de Souto Barreto","is_ca":false},{"name":"Alejandro Lucía","is_ca":false},{"name":"Pedro L. Valenzuela","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2075666914821021,"gpt":0.4182501920787082,"spread":0.2106835005966061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02089193,0.002592393,0.01693757,0.008883127,0.0007485928,0.003616504,0.002343925,0.002046619,0.002603213],"category_scores_gemma":[0.04915458,0.001487335,0.03795903,0.008988767,0.0007807394,0.002020305,0.001964302,0.001757792,0.0002457558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002735308,"about_ca_system_score_gemma":0.005566234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006992588,"about_ca_topic_score_gemma":0.01767826,"domain_scores_codex":[0.9864705,0.005847431,0.00473833,0.001301678,0.00125548,0.0003866343],"domain_scores_gemma":[0.9654902,0.02465654,0.005796209,0.001225958,0.002498741,0.0003324647],"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":[0.0008050645,0.00002340165,0.006218464,0.5016583,0.4787984,0.0001152979,0.0001183663,0.0004219101,0.0001701163,0.0001219221,0.0004784589,0.01107029],"study_design_scores_gemma":[0.0002523579,0.000152256,0.005451628,0.05110862,0.9407992,0.0001107452,0.00005398532,0.0001647819,0.0001070699,0.0001777149,0.001593164,0.00002845385],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003583493,0.9946126,0.0005573572,0.0001436636,0.00009600992,0.0002775113,0.0005765129,0.00001973871,0.0001331124],"genre_scores_gemma":[0.1253791,0.8668303,0.003311113,0.000745856,0.0002605091,0.001916677,0.001294758,0.00003018682,0.0002315077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02089193,"threshold_uncertainty_score":0.1104884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392281191","doi":"10.1016/s2666-7568(23)00263-5","title":"The relationship between frailty and social vulnerability: a systematic review","year":2024,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Medical Research Council","keywords":"Vulnerability (computing); Systematic review; Social vulnerability; Psychology; MEDLINE; Computer science; Social psychology; Political science; Computer security; Psychological resilience","authors":[{"name":"Peter Hanlon","is_ca":false},{"name":"Heather Wightman","is_ca":true},{"name":"Marina Politis","is_ca":true},{"name":"Stella Kirkpatrick","is_ca":true},{"name":"Caitlin Jones","is_ca":true},{"name":"Melissa K. Andrew","is_ca":true},{"name":"Davide Liborio Vetrano","is_ca":true},{"name":"Elsa Dent","is_ca":true},{"name":"Emiel O. Hoogendijk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2888169853755703,"gpt":0.4663904313983997,"spread":0.1775734460228294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046695,0.001319525,0.005891722,0.007386134,0.0004564412,0.001950858,0.001318043,0.001287276,0.004799582],"category_scores_gemma":[0.02375101,0.0007965132,0.005629582,0.007926553,0.0005977779,0.001503297,0.001451272,0.000941237,0.0003500364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002738296,"about_ca_system_score_gemma":0.008437951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062416,"about_ca_topic_score_gemma":0.03139988,"domain_scores_codex":[0.9971392,0.000869621,0.0009822852,0.0002632292,0.0006233183,0.0001223295],"domain_scores_gemma":[0.9876292,0.009101493,0.0021511,0.0001520147,0.0008081275,0.0001580395],"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":[0.0001276438,0.00000852162,0.0007108946,0.9458027,0.007223613,0.0000811564,0.0001317051,0.000118123,0.00009694364,0.0002235021,0.002147115,0.04332802],"study_design_scores_gemma":[0.000164548,0.0001449466,0.005822537,0.8966823,0.06820429,0.0004411892,0.0002016854,0.0001095225,0.0001286884,0.0005170862,0.02754692,0.00003624084],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005110359,0.9985789,0.0001073353,0.0001662765,0.00006502214,0.0001139687,0.0002721684,0.000006999952,0.0001782838],"genre_scores_gemma":[0.007438661,0.991475,0.0003099412,0.0002600563,0.00003871523,0.0001939592,0.0001798482,0.000003209484,0.000100742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01062416,"threshold_uncertainty_score":0.02469498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403087827","doi":"10.1016/j.lanhl.2024.07.013","title":"Challenges in the practical implementation of blood biomarkers for Alzheimer’s disease","year":2024,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Novo Nordisk; Alzheimer's Association","keywords":"Medicine; Disease; Biomarker; Intensive care medicine; Referral; Population; Pathology; Family medicine; Biology","authors":[{"name":"Michael Schöll","is_ca":false},{"name":"Inge M.W. Verberk","is_ca":false},{"name":"Marta del Campo","is_ca":false},{"name":"Constance Delaby","is_ca":false},{"name":"Joseph Therriault","is_ca":true},{"name":"Joyce R. Chong","is_ca":false},{"name":"Sebastian Palmqvist","is_ca":false},{"name":"Daniel Alcolea","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4212026513751417,"gpt":0.5455135147213802,"spread":0.1243108633462385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2144894,0.001325427,0.00201882,0.00262632,0.002068623,0.01165408,0.007820128,0.009129338,0.003403384],"category_scores_gemma":[0.3012091,0.001242695,0.00193501,0.001860852,0.007689507,0.01017677,0.008178664,0.01419026,0.003340329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004671544,"about_ca_system_score_gemma":0.01765167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101749,"about_ca_topic_score_gemma":0.00629813,"domain_scores_codex":[0.8216031,0.1120388,0.01587295,0.01340798,0.03389255,0.003184506],"domain_scores_gemma":[0.6747639,0.1993428,0.01448236,0.02806512,0.07740984,0.005935824],"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":[0.0004896529,0.000350702,0.01595624,0.005040829,0.0003087617,0.0007176248,0.005121615,0.003832919,0.004125062,0.05885607,0.07426913,0.8309315],"study_design_scores_gemma":[0.0002497242,0.0015302,0.0199696,0.01883112,0.0004303398,0.003229901,0.008548536,0.007585742,0.01074057,0.2130649,0.7153437,0.0004757539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01545585,0.09759744,0.1707129,0.6829432,0.009384478,0.001080624,0.001067625,0.001281441,0.02047648],"genre_scores_gemma":[0.2378871,0.08644233,0.4924915,0.1625045,0.01039619,0.003000393,0.00137685,0.0007378597,0.005163201],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2144894,"threshold_uncertainty_score":0.9686744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283818777","doi":"10.1016/s2666-7568(22)00120-9","title":"Nutrition state of science and dementia prevention: recommendations of the Nutrition for Dementia Prevention Working Group","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"National Center for Complementary and Integrative Health; Medical Research Council; Biogen; National Institutes of Health; American Chemical Society; Alzheimer's Association; National Institute on Aging; Eli Lilly and Company; Nestec; University of Southern California; Novartis; Novo Nordisk","keywords":"Dementia; Observational study; Psychological intervention; Clinical trial; Medicine; Gerontology; Cognition; Systematic review; Clinical study design; Randomized controlled trial; MEDLINE; Psychology; Psychiatry; Pathology; Disease; Biology","authors":[{"name":"Hussein N. Yassine","is_ca":false},{"name":"Cécilia Samieri","is_ca":false},{"name":"Gill Livingston","is_ca":false},{"name":"Kimberly Glass","is_ca":false},{"name":"Maude Wagner","is_ca":false},{"name":"Christy Tangney","is_ca":false},{"name":"Brenda L. Plassman","is_ca":false},{"name":"M. Arfan Ikram","is_ca":false},{"name":"Robin M. Voigt","is_ca":false},{"name":"Yian Gu","is_ca":false},{"name":"Sid E. O’Bryant","is_ca":false},{"name":"Anne Marie Minihane","is_ca":false},{"name":"Suzanne Craft","is_ca":false},{"name":"Howard A Fink","is_ca":false},{"name":"Suzanne E. Judd","is_ca":false},{"name":"Sandrine Andrieu","is_ca":false},{"name":"Gene L. Bowman","is_ca":false},{"name":"Edo Richard","is_ca":false},{"name":"Benedict C. Albensi","is_ca":true},{"name":"Emily A. Meyers","is_ca":false},{"name":"Serly Khosravian","is_ca":false},{"name":"Michele M. Solis","is_ca":false},{"name":"María C. Carrillo","is_ca":false},{"name":"Heather M. Snyder","is_ca":false},{"name":"Francine Grodstein","is_ca":false},{"name":"Nikolaos Scarmeas","is_ca":false},{"name":"Lon S. Schneider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.079233315146553,"gpt":0.3562662361165506,"spread":0.2770329209699976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08295928,0.00323556,0.006827275,0.01589738,0.002776509,0.008189571,0.01105259,0.02072184,0.008132436],"category_scores_gemma":[0.1247637,0.002140896,0.009563332,0.01092394,0.004521557,0.008120694,0.009913777,0.02721925,0.00722013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006143744,"about_ca_system_score_gemma":0.03915599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03410627,"about_ca_topic_score_gemma":0.03088829,"domain_scores_codex":[0.9703717,0.0119935,0.008702831,0.0009813639,0.006463393,0.001487208],"domain_scores_gemma":[0.8614824,0.06115097,0.01133618,0.004058137,0.04948109,0.01249121],"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":[0.0006151987,0.0007376994,0.002739179,0.01524544,0.0008461065,0.0003632717,0.001167625,0.0005454995,0.0004355749,0.00630377,0.7385967,0.2324039],"study_design_scores_gemma":[0.001107912,0.0003511916,0.01049403,0.07867104,0.003182586,0.0002603893,0.001616943,0.0007423806,0.0005709187,0.02418331,0.8784826,0.0003366656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001099758,0.1430445,0.008423078,0.7818632,0.04407586,0.002402654,0.005727493,0.0006508946,0.01271262],"genre_scores_gemma":[0.01772053,0.341379,0.1829878,0.3888485,0.02257324,0.01669714,0.01191998,0.0007451529,0.01712852],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08295928,"threshold_uncertainty_score":0.4387358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283071954","doi":"10.1016/s2666-7568(22)00096-4","title":"Adverse cardiovascular events and mortality in men during testosterone treatment: an individual patient and aggregate data meta-analysis","year":2022,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Institute on Aging; Health Technology Assessment Programme; Biotechnology and Biological Sciences Research Council; Manchester Biomedical Research Centre; Chief Scientist Office, Scottish Government Health and Social Care Directorate; National Institutes of Health; Teva Pharmaceutical Industries; National Institute for Health and Care Research; North Staffordshire Medical Institute; Medical Research Council; AbbVie; University of Aberdeen","keywords":"Meta-analysis; Testosterone (patch); Adverse effect; Medicine; Internal medicine; Aggregate data; Aggregate (composite); Intensive care medicine; Pathology","authors":[{"name":"Jemma Hudson","is_ca":false},{"name":"Moira Cruickshank","is_ca":false},{"name":"Richard Quinton","is_ca":false},{"name":"Lorna Aucott","is_ca":false},{"name":"Magaly Aceves‐Martins","is_ca":false},{"name":"Katie Gillies","is_ca":false},{"name":"Shalender Bhasin","is_ca":false},{"name":"Peter J. Snyder","is_ca":false},{"name":"Susan S. Ellenberg","is_ca":false},{"name":"Mathis Grossmann","is_ca":false},{"name":"Thomas G. Travison","is_ca":false},{"name":"Emily Gianatti","is_ca":false},{"name":"Yvonne T. van der Schouw","is_ca":false},{"name":"Mariëlle H. Emmelot‐Vonk","is_ca":false},{"name":"Erik J. Giltay","is_ca":false},{"name":"Geoff Hackett","is_ca":false},{"name":"Sudarshan Ramachandran","is_ca":false},{"name":"Johan Svartberg","is_ca":false},{"name":"Kerry L. Hildreth","is_ca":false},{"name":"Kristina Groti Antonič","is_ca":false},{"name":"Gerald Brock","is_ca":true},{"name":"J. Lisa Tenover","is_ca":false},{"name":"Hui Meng Tan","is_ca":false},{"name":"Christopher C.K. Ho","is_ca":false},{"name":"Wei Shen Tan","is_ca":false},{"name":"Leonard S. Marks","is_ca":false},{"name":"Richard Ross","is_ca":false},{"name":"Robert S. Schwartz","is_ca":false},{"name":"Paul Manson","is_ca":false},{"name":"Stephen A. Roberts","is_ca":false},{"name":"Marianne Andersen","is_ca":false},{"name":"Line Velling Magnussen","is_ca":false},{"name":"Rodolfo Hernández","is_ca":false},{"name":"Nick Oliver","is_ca":false},{"name":"Frederick C. W. Wu","is_ca":false},{"name":"Waljit S. Dhillo","is_ca":false},{"name":"Siladitya Bhattacharya","is_ca":false},{"name":"Miriam Brazzelli","is_ca":false},{"name":"Channa Jayasena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3838904705977759,"gpt":0.4153239570519689,"spread":0.03143348645419297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03438339,0.002680831,0.01773657,0.005110279,0.0005629666,0.003553956,0.002171246,0.002232406,0.002717951],"category_scores_gemma":[0.05270705,0.001593344,0.06844974,0.005361925,0.0006158542,0.001782705,0.00197101,0.002721739,0.0002663656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001959725,"about_ca_system_score_gemma":0.002059192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004277262,"about_ca_topic_score_gemma":0.006445479,"domain_scores_codex":[0.9700902,0.02083568,0.004686919,0.002066398,0.001753313,0.0005676004],"domain_scores_gemma":[0.9646872,0.02665536,0.004645627,0.002068446,0.001607134,0.000336275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003679588,0.0000200318,0.004453837,0.04308983,0.9445281,0.00005840004,0.00003820527,0.0005662754,0.00007649713,0.00007442162,0.00030892,0.003105874],"study_design_scores_gemma":[0.0009413101,0.000208589,0.003487454,0.002784331,0.9914306,0.00004720272,0.00002024802,0.0002827249,0.0000526729,0.0001945645,0.0005329623,0.00001736062],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02680614,0.9646392,0.003745293,0.0005023209,0.0006157082,0.0008978337,0.001930241,0.0001062775,0.0007569257],"genre_scores_gemma":[0.6495772,0.330623,0.009034479,0.001794903,0.0009205304,0.004333966,0.002855487,0.0001104725,0.0007499424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03438339,"threshold_uncertainty_score":0.1818389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197505536","doi":"10.1016/s2666-7568(21)00097-0","title":"What would it take to die well? A systematic review of systematic reviews on the conditions for a good death","year":2021,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Social Innovation; University Health Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Systematic review; Medicine; MEDLINE; Political science","authors":[{"name":"Mehreen Zaman","is_ca":true},{"name":"Sara Espinal-Arango","is_ca":false},{"name":"Ashita Mohapatra","is_ca":true},{"name":"Alejandro R. Jadad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.577780053188152,"gpt":0.5516505318290044,"spread":0.02612952135914759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0589455,0.002161468,0.01159479,0.0189787,0.001668845,0.00535224,0.002595029,0.00333683,0.003882248],"category_scores_gemma":[0.207585,0.002440888,0.01227269,0.0175046,0.002414756,0.008355747,0.003555094,0.003059053,0.0004470726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01437543,"about_ca_system_score_gemma":0.0405924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168096,"about_ca_topic_score_gemma":0.04583344,"domain_scores_codex":[0.9187021,0.0382955,0.02825472,0.00313766,0.01016537,0.001444736],"domain_scores_gemma":[0.8534878,0.0983461,0.02879745,0.002753532,0.01515803,0.001456954],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002032033,0.00001119309,0.0007986308,0.9710957,0.006011262,0.0001055557,0.0007813098,0.00006183488,0.0001201793,0.00040223,0.001845198,0.01856379],"study_design_scores_gemma":[0.0002862162,0.0001318689,0.002069703,0.9628056,0.02476454,0.0001621188,0.0006879771,0.00006347281,0.00009276708,0.0003865458,0.008507594,0.00004169522],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002367964,0.9900498,0.000605433,0.002121433,0.0004697796,0.003213404,0.0007087905,0.00002040217,0.00044288],"genre_scores_gemma":[0.04918458,0.924089,0.007327391,0.003838643,0.0003031254,0.01412511,0.0007644242,0.00001976111,0.0003479667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9410545,"threshold_uncertainty_score":0.3117373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128915600","doi":"10.1016/s2666-7568(20)30059-3","title":"Changes in the severity and lethality of age-related health deficit accumulation in the USA between 1999 and 2018: a population-based cohort study","year":2021,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie Medical Research Foundation","keywords":"Medicine; Frailty Index; National Health and Nutrition Examination Survey; Demography; Gerontology; National Death Index; Proportional hazards model; Cohort study; Population; Cohort; Observational study; Hazard ratio; Environmental health; Confidence interval; Internal medicine","authors":[{"name":"Joanna M. Blodgett","is_ca":true},{"name":"Kenneth Rockwood","is_ca":true},{"name":"Olga Theou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1123175871996481,"gpt":0.391326749144735,"spread":0.2790091619450869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001604916,0.0003715127,0.0004315159,0.001186721,0.0007490145,0.001006385,0.0008703542,0.0005976722,0.001081235],"category_scores_gemma":[0.003838811,0.0003423825,0.0007295218,0.00231869,0.0003288513,0.0008423465,0.001027677,0.001251317,0.0003329844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009582549,"about_ca_system_score_gemma":0.001205939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05401301,"about_ca_topic_score_gemma":0.09403495,"domain_scores_codex":[0.9991283,0.0001395612,0.0001326158,0.0002752411,0.0002022088,0.000122071],"domain_scores_gemma":[0.9970778,0.0002293562,0.001176409,0.000359027,0.0007755993,0.0003819212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005494079,0.00004316236,0.9981774,0.00001006074,0.00009775693,0.00003694936,0.0001381073,0.00002045637,0.00004933317,0.0000181384,0.0006422267,0.0007114258],"study_design_scores_gemma":[0.000007453201,0.00002438161,0.9990581,0.00001231179,0.00004222864,0.00007133316,0.0001656554,0.00009518406,0.00001933407,0.00001762637,0.0004825149,0.000004025478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901747,0.0002987862,0.000214471,0.0001796253,0.00003286518,0.00005856678,0.008394418,0.00001064574,0.0006361512],"genre_scores_gemma":[0.9891299,0.0003482688,0.0003838721,0.0002423912,0.00004576785,0.0001275931,0.009323499,0.000008524526,0.0003901718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05401301,"threshold_uncertainty_score":0.1073973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226087055","doi":"10.1016/s2666-7568(22)00039-3","title":"Post-licensure zoster vaccine effectiveness against herpes zoster and postherpetic neuralgia in older adults: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"Health Research Council of New Zealand; Victoria University of Wellington","keywords":"Medicine; Postherpetic neuralgia; Shingles; Herpes Zoster Ophthalmicus; Meta-analysis; Vaccination; Systematic review; Cochrane Library; MEDLINE; Varicella zoster virus; Pediatrics; Alternative medicine; Dermatology; Virology; Internal medicine","authors":[{"name":"James Mbinta","is_ca":false},{"name":"Binh P. Nguyen","is_ca":false},{"name":"Prosper Mandela Amaltinga Awuni","is_ca":true},{"name":"Janine Paynter","is_ca":false},{"name":"Colin R Simpson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06899149467552582,"gpt":0.3733578862814187,"spread":0.3043663916058928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02045423,0.002747352,0.02356144,0.007295753,0.0006304011,0.003575405,0.002653468,0.002945422,0.002931956],"category_scores_gemma":[0.04773871,0.00172934,0.04771144,0.006983135,0.0007522259,0.001942312,0.001550342,0.002057032,0.0002510225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004110794,"about_ca_system_score_gemma":0.005442467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008340245,"about_ca_topic_score_gemma":0.01484072,"domain_scores_codex":[0.9876095,0.005786923,0.003898547,0.0009345509,0.001387526,0.0003829991],"domain_scores_gemma":[0.9717998,0.01996375,0.004918444,0.000753538,0.002220333,0.0003441306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002081879,0.00005155844,0.002255558,0.4145402,0.5675856,0.000117215,0.0001012299,0.0004542581,0.0001648956,0.00008121863,0.0003066733,0.01225969],"study_design_scores_gemma":[0.0007453245,0.0003990413,0.003127552,0.03203516,0.9621598,0.00009756984,0.00004911194,0.00015689,0.0001246099,0.00009061015,0.0009935803,0.00002079229],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00501666,0.9935595,0.000329343,0.000107955,0.0001005249,0.0004601369,0.0002410607,0.00001662465,0.0001681158],"genre_scores_gemma":[0.1346988,0.8594082,0.002117147,0.0005900013,0.0001965727,0.002097126,0.000579183,0.00001892227,0.000293909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02356144,"threshold_uncertainty_score":0.1081736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289333728","doi":"10.1016/s2666-7568(22)00121-0","title":"Digital interventions for depression and anxiety in older adults: a systematic review of randomised controlled trials","year":2022,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Fraser Health; Fraser Institute; Simon Fraser University","funders":"National Institute of Mental Health; Mitacs; Mental Health Research Canada; AGE-WELL","keywords":"Psychological intervention; Mental health; Anxiety; Randomized controlled trial; Intervention (counseling); Medicine; Peer support; Depression (economics); Psychology; Clinical psychology; Psychiatry","authors":[{"name":"Indira Riadi","is_ca":true},{"name":"Lucy Kervin","is_ca":true},{"name":"Sandeep Dhillon","is_ca":true},{"name":"Kelly Teo","is_ca":true},{"name":"Ryan Churchill","is_ca":true},{"name":"Kiffer G. Card","is_ca":true},{"name":"Andrew Sixsmith","is_ca":true},{"name":"Sylvain Moreno","is_ca":true},{"name":"Karen L. Fortuna","is_ca":false},{"name":"John Torous","is_ca":false},{"name":"Theodore D. Cosco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1613685364978181,"gpt":0.4852568061894694,"spread":0.3238882696916513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00895022,0.001527307,0.008257009,0.004380242,0.0006691435,0.002297361,0.001632918,0.002127472,0.006888705],"category_scores_gemma":[0.03785444,0.0008366948,0.008395314,0.004963081,0.0009012523,0.00180106,0.001415714,0.001659253,0.0004527131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003720464,"about_ca_system_score_gemma":0.007351527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006586589,"about_ca_topic_score_gemma":0.01757841,"domain_scores_codex":[0.9932988,0.002925748,0.002094137,0.0004475976,0.001047097,0.0001866966],"domain_scores_gemma":[0.980929,0.01455329,0.002851903,0.0003270742,0.001073513,0.0002652456],"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":[0.0009369066,0.00003656748,0.000203109,0.9392467,0.009216677,0.00003945385,0.00009922625,0.00007556074,0.000117997,0.0002016062,0.001172628,0.04865346],"study_design_scores_gemma":[0.003666676,0.001080761,0.002999736,0.8531395,0.1169619,0.0002456276,0.0002713511,0.0001291267,0.0003314286,0.0005778561,0.02054732,0.00004869671],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009591372,0.9970669,0.0001905453,0.0001738161,0.0001455543,0.0009344123,0.0001990889,0.00001535083,0.0003151601],"genre_scores_gemma":[0.01531433,0.9808437,0.001088984,0.0006072811,0.00008264289,0.001686852,0.0001621938,0.000007519875,0.0002064464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00895022,"threshold_uncertainty_score":0.04733384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135537442","doi":"10.1016/s2666-7568(21)00032-5","title":"Bridging the digital divide between old and young people in China: challenges and opportunities","year":2021,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":76,"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":"National Natural Science Foundation of China","keywords":"Bridging (networking); China; Digital divide; Political science; Computer science; World Wide Web; The Internet; Computer security","authors":[{"name":"Yao Yao","is_ca":true},{"name":"Hao Zhang","is_ca":false},{"name":"Xinran Liu","is_ca":false},{"name":"Xiaoyun Liu","is_ca":false},{"name":"Tao Chu","is_ca":false},{"name":"Yi Zeng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08541074021405447,"gpt":0.3173841761946381,"spread":0.2319734359805836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004391584,0.0005124694,0.0008175888,0.004031616,0.005198075,0.006229806,0.001952834,0.002483251,0.01967457],"category_scores_gemma":[0.006118697,0.0002400336,0.000797665,0.004714839,0.003910564,0.01077557,0.01105623,0.002436222,0.001574644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004369905,"about_ca_system_score_gemma":0.02853972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04448401,"about_ca_topic_score_gemma":0.04409003,"domain_scores_codex":[0.9978224,0.0005196798,0.0001169986,0.0001745633,0.000382854,0.0009834721],"domain_scores_gemma":[0.9931021,0.0012484,0.000535966,0.0002722848,0.0009217355,0.003919559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000157575,0.0002266591,0.06366707,0.003913623,0.00008752337,0.002546901,0.03017578,0.0002582485,0.0006623219,0.07043042,0.1600577,0.6678162],"study_design_scores_gemma":[0.00005455774,0.0002504661,0.1239569,0.006218414,0.00009132835,0.001097137,0.08258086,0.0008972369,0.0005777796,0.03422055,0.7499067,0.0001481942],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1578557,0.1742163,0.002603921,0.5776539,0.005789526,0.000403009,0.00307813,0.0002853788,0.07811405],"genre_scores_gemma":[0.7222108,0.1747892,0.003712196,0.06170921,0.004733528,0.0005790121,0.003036377,0.00009844448,0.02913115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04448401,"threshold_uncertainty_score":0.08845019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220887257","doi":"10.1016/s2666-7568(22)00013-7","title":"The effect of baseline cognition and delirium on long-term cognitive impairment and mortality: a prospective population-based study","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Council; Dalhousie University; University College London; Nova Scotia Health Research Foundation; Alzheimer's Society; Canadian Institutes of Health Research; National Institute for Health and Care Research; Alzheimer Society; Roche; Wellcome Trust; Dalhousie Medical Research Foundation","keywords":"Delirium; Cognition; Baseline (sea); Cognitive impairment; Rehabilitation; Psychological intervention; Prospective cohort study; Dementia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02476563447711151,"gpt":0.3446199091127976,"spread":0.3198542746356861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003893265,0.0006518867,0.0008136957,0.001243865,0.0008285409,0.001418352,0.0009490842,0.001105792,0.001029142],"category_scores_gemma":[0.006537791,0.0007605985,0.001359993,0.00194564,0.0006837027,0.001297308,0.0009793465,0.001405919,0.0004481045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005580545,"about_ca_system_score_gemma":0.0007609055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006583569,"about_ca_topic_score_gemma":0.008661713,"domain_scores_codex":[0.9978001,0.0007477403,0.0003043644,0.0005162858,0.0003849685,0.0002466217],"domain_scores_gemma":[0.9948442,0.0008495086,0.001921598,0.0006621862,0.0006886425,0.001033787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003409498,0.00009184433,0.9986548,0.00002090004,0.000243802,0.00004307314,0.00005293516,0.00001791932,0.00005065189,0.00000664869,0.00005812953,0.0004182725],"study_design_scores_gemma":[0.00003022811,0.0004084467,0.9990288,0.00001358305,0.0001220237,0.0001090082,0.00008499273,0.00008493699,0.00001336286,0.00001674569,0.00008136084,0.000006511149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977486,0.0009961991,0.0001789822,0.00005819471,0.00001939162,0.00003846985,0.0006756001,0.00000684372,0.0002777495],"genre_scores_gemma":[0.9986264,0.0002943569,0.000184374,0.00006972445,0.0000264998,0.00004352269,0.000647579,0.000003518712,0.0001040406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006583569,"threshold_uncertainty_score":0.02058983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160134203","doi":"10.1016/s2666-7568(21)00086-6","title":"Effects of apolipoprotein B on lifespan and risks of major diseases including type 2 diabetes: a mendelian randomisation analysis using outcomes in first-degree relatives","year":2021,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Horizon 2020; Medical Research Council; Innovative Medicines Initiative; Cancer Research UK; Novo Nordisk Fonden; University of Bristol; Sigrid Juséliuksen Säätiö; Juvenile Diabetes Research Foundation United Kingdom; National Institute for Health and Care Research; UK Research and Innovation; European Federation of Pharmaceutical Industries and Associations; British Heart Foundation; Wellcome Trust","keywords":"Type 2 diabetes; Medicine; Mendelian randomization; First-degree relatives; Mendelian inheritance; Diabetes mellitus; Gerontology; Internal medicine; Genetics; Biology; Endocrinology; Family history; Genetic variants; Gene; Genotype","authors":[{"name":"Tom G. Richardson","is_ca":false},{"name":"Qin Wang","is_ca":false},{"name":"Eleanor Sanderson","is_ca":false},{"name":"Anubha Mahajan","is_ca":false},{"name":"Mark I McCarthy","is_ca":false},{"name":"Timothy M. Frayling","is_ca":false},{"name":"Mika Ala‐Korpela","is_ca":false},{"name":"Allan D. Sniderman","is_ca":true},{"name":"George Davey Smith","is_ca":false},{"name":"Michael V. Holmes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08926325207307799,"gpt":0.3688967046565151,"spread":0.2796334525834371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1398441,0.003583339,0.00537659,0.00294918,0.001344805,0.001560018,0.003822254,0.003584648,0.007559412],"category_scores_gemma":[0.148927,0.001450144,0.01254167,0.002456192,0.002874989,0.00181171,0.002599697,0.00333764,0.0006193482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167798,"about_ca_system_score_gemma":0.002154256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004923828,"about_ca_topic_score_gemma":0.001941439,"domain_scores_codex":[0.8367509,0.1369775,0.005487475,0.01279177,0.004988516,0.003003823],"domain_scores_gemma":[0.8904602,0.07565993,0.007351423,0.02279089,0.002554091,0.001183499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3258849,0.003286871,0.3415558,0.004654354,0.157184,0.005889027,0.003286929,0.04467068,0.01328559,0.02288697,0.005658601,0.07175632],"study_design_scores_gemma":[0.0786728,0.06453077,0.2822758,0.0009728195,0.1144275,0.005880994,0.001129185,0.3875705,0.009350392,0.04178381,0.01232945,0.001075964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7401904,0.003076728,0.240213,0.0006416482,0.0006006727,0.01098184,0.001941676,0.0008348681,0.001519221],"genre_scores_gemma":[0.918399,0.0003368346,0.06518096,0.0002591097,0.00008932244,0.01228653,0.001040804,0.0001900611,0.002217348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1398441,"threshold_uncertainty_score":0.7395751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293282436","doi":"10.1016/s2666-7568(22)00167-2","title":"Life course, genetic, and neuropathological associations with brain age in the 1946 British Birth Cohort: a population-based study","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Research Council; Medical Research Council; Avid Radiopharmaceuticals; GE Healthcare; Olav Thon Stiftelsen; UK Dementia Research Institute; Siemens Healthineers; Vetenskapsrådet; Eisai; Alzheimer’s Research UK; Wolfson Foundation; Brain Research Trust; Wellcome Trust; University College London; IXICO; British Heart Foundation; Novo Nordisk; National Institute for Health and Care Research; H2020 Marie Skłodowska-Curie Actions; Apellis Pharmaceuticals; Engineering and Physical Sciences Research Council; Nano-Convergence Foundation; Prothena; Weston Brain Institute; Alzheimer's Drug Discovery Foundation; Merck; Eli Lilly and Company; Brain Research UK; EU Joint Programme – Neurodegenerative Disease Research; Familjen Erling-Perssons Stiftelse; California State University, Bakersfield; Biogen; Alzheimer's Association; UK Research and Innovation; Alzheimer's Society","keywords":"Cohort; Longevity; Brain aging; Neuroimaging; Life course approach; Cohort effect; Cohort study; Population; Ageing; Biomarker; Psychology; Medicine; Neuroscience; Gerontology; Developmental psychology; Biology; Cognition; Pathology; Internal medicine; Genetics","authors":[{"name":"Aaron Z. Wagen","is_ca":false},{"name":"William Coath","is_ca":false},{"name":"Ashvini Keshavan","is_ca":false},{"name":"Sarah‐Naomi James","is_ca":false},{"name":"Thomas D. Parker","is_ca":false},{"name":"Christopher Lane","is_ca":false},{"name":"Sarah M. Buchanan","is_ca":false},{"name":"Sarah E Keuss","is_ca":false},{"name":"Mathew Storey","is_ca":false},{"name":"Kirsty Lu","is_ca":false},{"name":"Amy MacDougall","is_ca":false},{"name":"Heidi Murray‐Smith","is_ca":false},{"name":"Tamar Freiberger","is_ca":false},{"name":"David M. Cash","is_ca":false},{"name":"Ian B. Malone","is_ca":false},{"name":"Josephine Barnes","is_ca":false},{"name":"Carole H. Sudre","is_ca":false},{"name":"Andrew Wong","is_ca":false},{"name":"Ivanna M. Pavisic","is_ca":false},{"name":"Rebecca E Street","is_ca":false},{"name":"Sebastian J. Crutch","is_ca":false},{"name":"Valentina Escott‐Price","is_ca":false},{"name":"Ganna Leonenko","is_ca":false},{"name":"Henrik Zetterberg","is_ca":false},{"name":"Henrietta Wellington","is_ca":false},{"name":"Amanda Heslegrave","is_ca":false},{"name":"Frederik Barkhof","is_ca":false},{"name":"Marcus Richards","is_ca":false},{"name":"Nick C. Fox","is_ca":false},{"name":"James H. Cole","is_ca":false},{"name":"Jonathan M. Schott","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03867824407457054,"gpt":0.3444097858328644,"spread":0.3057315417582939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007241309,0.0003463792,0.0004881644,0.0008705831,0.000893701,0.0009020073,0.0005316559,0.000577059,0.001475548],"category_scores_gemma":[0.001966363,0.0005417364,0.0004115355,0.001323578,0.0004027961,0.0003672398,0.0006408143,0.0006606668,0.0003430047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006181914,"about_ca_system_score_gemma":0.0004273001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1728606,"about_ca_topic_score_gemma":0.1849525,"domain_scores_codex":[0.9994943,0.00009987832,0.00005305636,0.0001466713,0.0001151127,0.00009094597],"domain_scores_gemma":[0.999,0.0001125022,0.0002787758,0.0001961947,0.0001955542,0.0002170166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114098,0.00002814481,0.9977622,0.00001030753,0.0001197088,0.0001021834,0.0003110862,0.00003729502,0.0003112702,0.00002767891,0.0002166167,0.0009621453],"study_design_scores_gemma":[0.000003574535,0.00001850128,0.9995884,0.00000502748,0.00002150501,0.00007126138,0.00009720158,0.0000444816,0.00001160529,0.00001074331,0.0001250354,0.000002584092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984481,0.000331644,0.00009109622,0.00003670451,0.000006388655,0.000008269112,0.0007436153,0.000004159232,0.0003299071],"genre_scores_gemma":[0.9984785,0.0002483017,0.000139797,0.00002983466,0.000007505954,0.00001485354,0.0006623783,0.000003802356,0.0004151591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1728606,"threshold_uncertainty_score":0.3437089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229002291","doi":"10.1016/s2666-7568(22)00060-5","title":"Is it time to include older adults in inflammatory bowel disease trials? A call for action","year":2022,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Fonds De La Recherche Scientifique - FNRS","keywords":"Call to action; Inflammatory bowel disease; Medicine; Disease; Action (physics); Intensive care medicine; Internal medicine","authors":[{"name":"Sophie Vieujean","is_ca":false},{"name":"Bénédicte Caron","is_ca":false},{"name":"Vipul Jairath","is_ca":true},{"name":"Athanase Bénétos","is_ca":false},{"name":"Silvio Danese","is_ca":false},{"name":"Édouard Louis","is_ca":false},{"name":"Laurent Peyrin‐Biroulet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09457878841441157,"gpt":0.39727727432883,"spread":0.3026984859144184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4150343,0.00187598,0.0153063,0.005129026,0.002072152,0.01539043,0.007585805,0.02326849,0.009424041],"category_scores_gemma":[0.4884649,0.002484896,0.01066282,0.007325992,0.007325268,0.03677565,0.006383005,0.02605373,0.002843764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009243675,"about_ca_system_score_gemma":0.04016043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004043366,"about_ca_topic_score_gemma":0.01080367,"domain_scores_codex":[0.6898286,0.2123762,0.06020189,0.006565037,0.02775565,0.003272736],"domain_scores_gemma":[0.2219457,0.6655552,0.04041545,0.01436106,0.04454008,0.01318252],"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":[0.006432355,0.0002903034,0.001799449,0.2137167,0.00654506,0.0003973733,0.003433019,0.0007271709,0.0007612169,0.01675132,0.1904992,0.5586469],"study_design_scores_gemma":[0.01071822,0.002187762,0.005360439,0.3850257,0.008465216,0.0007324378,0.003427764,0.0009474452,0.0003999663,0.05062171,0.5316473,0.0004660672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.000938028,0.5895771,0.004346407,0.3729343,0.02907855,0.001233784,0.0003498517,0.0002279298,0.001314002],"genre_scores_gemma":[0.02236408,0.3988146,0.050395,0.4715037,0.0438586,0.009699552,0.0008239234,0.0003021967,0.002238354],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4150343,"threshold_uncertainty_score":0.7213669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384297218","doi":"10.1016/s2666-7568(23)00098-3","title":"Delirium, neurofilament light chain, and progressive cognitive impairment: analysis of a prospective Norwegian population-based cohort","year":2023,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Sykehuset i Vestfold; Sykehuset Telemark; Olav Thon Stiftelsen; Vetenskapsrådet; Nasjonalforeningen for Folkehelsen; EU Joint Programme – Neurodegenerative Disease Research; Alzheimer's Drug Discovery Foundation; Wellcome Trust; Familjen Erling-Perssons Stiftelse; Helse Sør-Øst RHF; Medical Research Council; Alzheimer's Association","keywords":"Delirium; Dementia; Medicine; Cohort; Prospective cohort study; Population; Cohort study; Cognitive decline; Psychiatry; Internal medicine; Disease","authors":[{"name":"Maria Krogseth","is_ca":false},{"name":"Daniel Davis","is_ca":false},{"name":"Thomas Jackson","is_ca":false},{"name":"Henrik Zetterberg","is_ca":false},{"name":"Leiv Otto Watne","is_ca":false},{"name":"Morten Lindberg","is_ca":false},{"name":"Petronella Chitalu","is_ca":false},{"name":"Alex Tsui","is_ca":false},{"name":"Geir Selbæk","is_ca":false},{"name":"Torgeir Bruun Wyller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02051219735145369,"gpt":0.3212098838272908,"spread":0.3006976864758371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002352712,0.0007408215,0.0007607902,0.001044534,0.001070733,0.001001728,0.0009996002,0.0006285955,0.001181689],"category_scores_gemma":[0.002501493,0.000870428,0.001487543,0.00138722,0.0006282778,0.0006356027,0.001288751,0.0007089559,0.0003133278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332636,"about_ca_system_score_gemma":0.002019197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1132018,"about_ca_topic_score_gemma":0.1006065,"domain_scores_codex":[0.9988366,0.0002493456,0.0001272711,0.0004046515,0.0001667378,0.0002154148],"domain_scores_gemma":[0.9986072,0.0001433708,0.0004094464,0.0002693705,0.0002619235,0.0003087679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002856255,0.00006402537,0.9978507,0.00002142772,0.0001532168,0.0002096952,0.0002498982,0.00006667345,0.000235406,0.00001914331,0.0002718722,0.0005723198],"study_design_scores_gemma":[0.00003073413,0.000139694,0.998857,0.0000128726,0.00006978514,0.0001446773,0.0003336347,0.0001477712,0.00001823399,0.00001571047,0.0002208112,0.000009108439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978207,0.0002300929,0.0001488042,0.00002369412,0.00001779397,0.00004159979,0.001546448,0.00000370689,0.0001670817],"genre_scores_gemma":[0.9959663,0.0002409901,0.0003496795,0.00004849935,0.00001639651,0.000125201,0.002910282,0.000007388095,0.000335267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132018,"threshold_uncertainty_score":0.2250858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322722391","doi":"10.1016/s2666-7568(23)00009-0","title":"The age-related contribution of cognitive function to dual-task gait in middle-aged adults in Spain: observations from a population-based study","year":2023,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Aging; European Regional Development Fund; Horizon 2020 Framework Programme; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; European Commission; Ministerio de Ciencia, Innovación y Universidades; “la Caixa” Foundation; Agència de Gestió d'Ajuts Universitaris i de Recerca; Fundació la Marató de TV3; Canadian Institute for Advanced Research","keywords":"Gait; Physical medicine and rehabilitation; Cognition; Neuropsychology; Population; STRIDE; Medicine; Psychology; Physical therapy; Psychiatry","authors":[{"name":"Junhong Zhou","is_ca":false},{"name":"Gabriele Cattaneo","is_ca":false},{"name":"Wanting Yu","is_ca":false},{"name":"On‐Yee Lo","is_ca":false},{"name":"Natalia Gouskova","is_ca":false},{"name":"Selma Delgado‐Gallén","is_ca":false},{"name":"María Redondo‐Camós","is_ca":false},{"name":"Goretti España‐Irla","is_ca":false},{"name":"Javier Solana Sánchez","is_ca":false},{"name":"Josep M. Tormos","is_ca":false},{"name":"Lewis A. Lipsitz","is_ca":false},{"name":"David Bartrés‐Faz","is_ca":false},{"name":"Álvaro Pascual‐Leone","is_ca":false},{"name":"Brad Manor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07916741758149815,"gpt":0.3631998214170898,"spread":0.2840324038355916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001682248,0.0005624917,0.0008602152,0.001794818,0.0004910328,0.001440012,0.000785383,0.000809563,0.000932286],"category_scores_gemma":[0.003279708,0.0003372925,0.0008843476,0.001733205,0.0003651408,0.0004441038,0.0008611538,0.0004778992,0.0004558861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008353012,"about_ca_system_score_gemma":0.0005429974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04366876,"about_ca_topic_score_gemma":0.03901506,"domain_scores_codex":[0.9993011,0.0001476795,0.0001275465,0.0002013784,0.0001135075,0.0001087652],"domain_scores_gemma":[0.9977319,0.0002968284,0.0008204104,0.000296748,0.0005948981,0.0002591932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003260595,0.00006775503,0.9968421,0.0000276172,0.000109597,0.00008863577,0.0002417439,0.00004793663,0.0001017667,0.00001185089,0.0002227657,0.001912129],"study_design_scores_gemma":[0.00001723725,0.00006740102,0.9992034,0.00001185973,0.00003598953,0.00007586936,0.0002694796,0.00006789441,0.00001372651,0.00002603333,0.0002068084,0.000004377383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971287,0.0007452896,0.000155303,0.0000446696,0.00001373409,0.00001609245,0.001329549,0.000008768235,0.00055788],"genre_scores_gemma":[0.9979501,0.0003165402,0.0001232894,0.00006538065,0.0000152421,0.00002249763,0.001277336,0.000005923045,0.0002238038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04366876,"threshold_uncertainty_score":0.08682913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361195578","doi":"10.1016/s2666-7568(23)00032-6","title":"Cardiorenal outcomes, kidney function, and other safety outcomes with ertugliflozin in older adults with type 2 diabetes (VERTIS CV): secondary analyses from a randomised, double-blind trial","year":2023,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Merck Sharp and Dohme; Pfizer","keywords":"Medicine; Type 2 diabetes; Heart failure; Diabetes mellitus; Stroke (engine); Kidney disease; Renal function; Internal medicine; Myocardial infarction; Placebo; Adverse effect; Cardiology; Endocrinology; Pathology","authors":[{"name":"Richard E. Pratley","is_ca":false},{"name":"Christopher P. Cannon","is_ca":false},{"name":"David Z.I. Cherney","is_ca":true},{"name":"Francesco Cosentino","is_ca":false},{"name":"Darren K. McGuire","is_ca":false},{"name":"Margaret Noyes Essex","is_ca":false},{"name":"David Lawrence","is_ca":false},{"name":"Philip LStJ Jones","is_ca":false},{"name":"Jie Liu","is_ca":false},{"name":"Ingrid Adamsons","is_ca":false},{"name":"Samuel Dagogo‐Jack","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05116098601157294,"gpt":0.3270218507543562,"spread":0.2758608647427833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008967726,0.001311036,0.003784104,0.0007397882,0.0004074576,0.001494773,0.0006675018,0.001499316,0.005634322],"category_scores_gemma":[0.0099555,0.0004351962,0.005975672,0.001268607,0.0007343878,0.0006956093,0.0007143159,0.001643309,0.0003504511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008094307,"about_ca_system_score_gemma":0.001745431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009513511,"about_ca_topic_score_gemma":0.002070808,"domain_scores_codex":[0.9939809,0.003942496,0.0007364941,0.0005619706,0.0004615271,0.0003166534],"domain_scores_gemma":[0.9924269,0.002794451,0.002660096,0.0005451719,0.0008052901,0.0007681128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.9598036,0.001105327,0.005785776,0.005377057,0.01168101,0.00004666685,0.00005790396,0.0004369176,0.001067061,0.0001165135,0.001208228,0.01331395],"study_design_scores_gemma":[0.9461239,0.02344639,0.0174554,0.0003086412,0.01049026,0.00006249728,0.00002270117,0.000370871,0.0004069226,0.0002213132,0.001065042,0.00002602654],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280729,0.03827123,0.002122947,0.0009272867,0.0008690093,0.01422637,0.008819895,0.0001860242,0.006504353],"genre_scores_gemma":[0.9694996,0.006492229,0.002400846,0.0008240277,0.0008165016,0.01329711,0.005268027,0.00002708726,0.001374493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008967726,"threshold_uncertainty_score":0.04742646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391545021","doi":"10.1016/s2666-7568(23)00262-3","title":"A psychosocial goal-setting and manualised support intervention for independence in dementia (NIDUS-Family) versus goal setting and routine care: a single-masked, phase 3, superiority, randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Department of Health and Social Care; National Institute for Health and Care Research; Alzheimer's Society","keywords":"Psychosocial; Intervention (counseling); Dementia; Independence (probability theory); Randomized controlled trial; Physical therapy; Psychology; Goal setting; Phase (matter); Medicine; Psychotherapist; Psychiatry; Social psychology; Internal medicine","authors":[{"name":"Claudia Cooper","is_ca":false},{"name":"Victoria Vickerstaff","is_ca":false},{"name":"Julie Barber","is_ca":false},{"name":"Rosemary Phillips","is_ca":false},{"name":"Margaret Ogden","is_ca":false},{"name":"Kate Walters","is_ca":false},{"name":"Iain Lang","is_ca":false},{"name":"Penny Rapaport","is_ca":false},{"name":"Vasiliki Orgeta","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true},{"name":"Sara Banks","is_ca":false},{"name":"Marina Palomo","is_ca":false},{"name":"Laurie T. Butler","is_ca":false},{"name":"Kathyrn Lord","is_ca":false},{"name":"Gill Livingston","is_ca":false},{"name":"Sube Banerjee","is_ca":false},{"name":"Jill Manthorpe","is_ca":false},{"name":"Briony Dow","is_ca":false},{"name":"Juanita Hoe","is_ca":false},{"name":"Rachael Hunter","is_ca":false},{"name":"Quincy M. Samus","is_ca":false},{"name":"Jessica Budgett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04208843991932977,"gpt":0.4026480395309929,"spread":0.3605595996116631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004968472,0.002401296,0.005882019,0.0009234402,0.0009438331,0.001543672,0.00181512,0.00333542,0.0104508],"category_scores_gemma":[0.005987279,0.0009137209,0.003195515,0.0007306572,0.001821919,0.001693073,0.0009254691,0.002832812,0.001198064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523147,"about_ca_system_score_gemma":0.002621207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001943871,"about_ca_topic_score_gemma":0.003410441,"domain_scores_codex":[0.9966725,0.001851853,0.0003067061,0.0005565023,0.0002879344,0.0003245612],"domain_scores_gemma":[0.9974216,0.0009822028,0.0005945417,0.0002226373,0.0001894744,0.0005894827],"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":[0.9837361,0.005643961,0.0001143911,0.001338396,0.0007790824,0.00001849609,0.00006007903,0.0001123559,0.0005135642,0.0001089873,0.0002464962,0.007328084],"study_design_scores_gemma":[0.9743111,0.02472816,0.0002275952,0.00005554003,0.0002225673,0.000006308819,0.00001282697,0.0001143873,0.0000792787,0.0001084615,0.0001266771,0.000007108235],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255527,0.009244406,0.003079493,0.001029345,0.002356903,0.05344244,0.001712884,0.0003899896,0.003191915],"genre_scores_gemma":[0.8922245,0.004039119,0.008908763,0.001456809,0.0009738625,0.08726531,0.0006845787,0.00004728681,0.004399721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104508,"threshold_uncertainty_score":0.03496146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3202820510","doi":"10.1016/s2666-7568(21)00206-3","title":"Polypharmacy-associated risk of hospitalisation among people ageing with and without HIV: an observational study","year":2021,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"Oak Ridge National Laboratory; Research and Development; National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Observational study; Polypharmacy; Medical prescription; Cohort; Cohort study; Internal medicine","authors":[{"name":"Amy C. Justice","is_ca":false},{"name":"Kirsha S. Gordon","is_ca":false},{"name":"Jonathon Romero","is_ca":false},{"name":"E. Jennifer Edelman","is_ca":false},{"name":"Benjamin J. Garcia","is_ca":false},{"name":"Piet Jones","is_ca":false},{"name":"Saye Khoo","is_ca":false},{"name":"Vincent Lo Re","is_ca":false},{"name":"Christopher T. Rentsch","is_ca":false},{"name":"Janet P. Tate","is_ca":false},{"name":"Alice Tseng","is_ca":true},{"name":"Julie A. Womack","is_ca":false},{"name":"Daniel Jacobson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09407548096559526,"gpt":0.3767747032313291,"spread":0.2826992222657339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001923509,0.0003280312,0.0006750366,0.00105406,0.0009333916,0.0008468146,0.0007502218,0.0007389748,0.001036365],"category_scores_gemma":[0.005487411,0.0005852029,0.001572419,0.002117767,0.0004579476,0.0009368958,0.001324311,0.001584667,0.000235121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006199111,"about_ca_system_score_gemma":0.001000135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02285879,"about_ca_topic_score_gemma":0.02825467,"domain_scores_codex":[0.9984321,0.0004177449,0.00028859,0.0004086908,0.0002654516,0.0001874314],"domain_scores_gemma":[0.9955674,0.0005797948,0.00218255,0.0005737108,0.0004122169,0.0006844042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001715844,0.0001155676,0.9981703,0.00003831882,0.0002359589,0.00004614248,0.0001779755,0.00003641812,0.0000738637,0.00002358051,0.0001755879,0.0007346545],"study_design_scores_gemma":[0.00004939104,0.0003302632,0.9979569,0.00004618042,0.0001719391,0.0002335248,0.0003953535,0.000356498,0.00003356456,0.00005622695,0.0003561444,0.00001397476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975872,0.0003409596,0.0001953683,0.00005138459,0.00000987274,0.00005425478,0.001507801,0.000003139943,0.0002499581],"genre_scores_gemma":[0.9976479,0.0002486025,0.0003520005,0.0001230797,0.00002482593,0.00009472475,0.001398233,0.000002617098,0.0001078356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02285879,"threshold_uncertainty_score":0.04545146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129312971","doi":"10.1016/s2666-7568(20)30074-x","title":"Effect of race and ethnicity on influenza vaccine uptake among older US Medicare beneficiaries: a record-linkage cohort study","year":2021,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; Sanofi (Canada); York University; University of Manitoba","funders":"Sanofi","keywords":"Medicine; Demography; Ethnic group; Cohort; Receipt; Gerontology; Cohort study; Vaccination; Internal medicine; Immunology","authors":[{"name":"Salaheddin M. Mahmud","is_ca":true},{"name":"Liou Xu","is_ca":false},{"name":"Laura Lee Hall","is_ca":false},{"name":"Gary A. Puckrein","is_ca":false},{"name":"Edward W. Thommes","is_ca":true},{"name":"Matthew M. Loiacono","is_ca":false},{"name":"Ayman Chit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.060509618695398,"gpt":0.4083114834429955,"spread":0.3478018647475975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004798613,0.0003685768,0.0005428978,0.001154139,0.001308426,0.001147604,0.001080858,0.0007927842,0.002091361],"category_scores_gemma":[0.009273006,0.0005528403,0.001277313,0.002034762,0.0003245741,0.001143818,0.0013501,0.001154692,0.0004690501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000746625,"about_ca_system_score_gemma":0.00103285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156262,"about_ca_topic_score_gemma":0.0281288,"domain_scores_codex":[0.9973151,0.0007719838,0.0003057123,0.0007281334,0.0004708698,0.0004082079],"domain_scores_gemma":[0.9941087,0.0009320115,0.002700216,0.0009870917,0.0007614745,0.0005104839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002723516,0.00008478988,0.9976029,0.00002350895,0.0002762699,0.0000286595,0.0001665795,0.0000302172,0.00006305912,0.0000411519,0.0004687159,0.0009418945],"study_design_scores_gemma":[0.00003758023,0.0001586511,0.998206,0.0000321097,0.0001904324,0.0001044769,0.0002623044,0.0003171889,0.00005173578,0.00005071123,0.0005780424,0.0000107912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930983,0.0005675008,0.0003124536,0.0001813545,0.00001960609,0.0000729293,0.005199186,0.00001140001,0.0005372691],"genre_scores_gemma":[0.9952982,0.0002666583,0.0005260814,0.0001911412,0.00002469574,0.0001507089,0.003136099,0.000008810232,0.0003975474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02156262,"threshold_uncertainty_score":0.04287428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387328467","doi":"10.1016/s2666-7568(23)00169-1","title":"Symptomatic benefits of testosterone treatment in patient subgroups: a systematic review, individual participant data meta-analysis, and aggregate data meta-analysis","year":2023,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"FP7 Health; Health Technology Assessment Programme; Manchester Biomedical Research Centre; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Medical Research Council; Directorate for Biological Sciences; National Institutes of Health; Scottish Government; Imperial College London; NIHR Imperial Biomedical Research Centre; Biotechnology and Biological Sciences Research Council; Department of Health and Social Care; National Institute for Health and Care Research; University of Aberdeen","keywords":"Meta-analysis; Aggregate data; Aggregate (composite); Systematic review; Psychology; Patient data; Clinical psychology; Medicine; Econometrics; MEDLINE; Statistics; Computer science; Internal medicine; Mathematics; Biology","authors":[{"name":"Jemma Hudson","is_ca":false},{"name":"Moira Cruickshank","is_ca":false},{"name":"Richard Quinton","is_ca":false},{"name":"Lorna Aucott","is_ca":false},{"name":"Frederick C. W. Wu","is_ca":false},{"name":"Mathis Grossmann","is_ca":false},{"name":"Shalender Bhasin","is_ca":false},{"name":"Peter J. Snyder","is_ca":false},{"name":"Susan S. Ellenberg","is_ca":false},{"name":"Thomas G. Travison","is_ca":false},{"name":"Gerald Brock","is_ca":true},{"name":"Emily Gianatti","is_ca":false},{"name":"Yvonne T. van der Schouw","is_ca":false},{"name":"Mariëlle H. Emmelot‐Vonk","is_ca":false},{"name":"Erik J. Giltay","is_ca":false},{"name":"Geoff Hackett","is_ca":false},{"name":"Sudarshan Ramachandran","is_ca":false},{"name":"Johan Svartberg","is_ca":false},{"name":"Kerry L. Hildreth","is_ca":false},{"name":"Kristina Groti Antonič","is_ca":false},{"name":"J. Lisa Tenover","is_ca":false},{"name":"Hui Meng Tan","is_ca":false},{"name":"Christopher C.K. Ho","is_ca":false},{"name":"Wei Shen Tan","is_ca":false},{"name":"Leonard S. Marks","is_ca":false},{"name":"Richard Ross","is_ca":false},{"name":"Robert S. Schwartz","is_ca":false},{"name":"Paul Manson","is_ca":false},{"name":"Stephen A. Roberts","is_ca":false},{"name":"Marianne Andersen","is_ca":false},{"name":"Line Velling Magnussen","is_ca":false},{"name":"Magaly Aceves‐Martins","is_ca":false},{"name":"Katie Gillies","is_ca":false},{"name":"Rodolfo Hernández","is_ca":false},{"name":"Nick Oliver","is_ca":false},{"name":"Waljit S. Dhillo","is_ca":false},{"name":"Siladitya Bhattacharya","is_ca":false},{"name":"Miriam Brazzelli","is_ca":false},{"name":"Channa Jayasena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6621950995066783,"gpt":0.4678084336575132,"spread":0.1943866658491651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02756445,0.003133641,0.0246192,0.007216888,0.0006718468,0.003844291,0.002602069,0.002577868,0.002880593],"category_scores_gemma":[0.05807173,0.001534022,0.05012291,0.007493174,0.0009402976,0.002006755,0.001643843,0.002214742,0.0002762951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002545657,"about_ca_system_score_gemma":0.003531115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004928578,"about_ca_topic_score_gemma":0.009821435,"domain_scores_codex":[0.9768697,0.01389987,0.005216357,0.00185994,0.001702102,0.000452036],"domain_scores_gemma":[0.9629921,0.02951124,0.004148296,0.00135124,0.001719436,0.0002776819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001970381,0.0000230503,0.003129549,0.1805272,0.8067997,0.00008609198,0.00006642321,0.0006123795,0.0001100741,0.0001216277,0.0004195248,0.006133928],"study_design_scores_gemma":[0.0006745153,0.0001307299,0.00184098,0.008934464,0.9872595,0.00004800078,0.0000233162,0.0001889995,0.00005800882,0.0002249323,0.0006006911,0.00001574917],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007499436,0.9883886,0.001528888,0.0002373025,0.0002181068,0.0007545335,0.001002708,0.00005100214,0.0003193997],"genre_scores_gemma":[0.3573722,0.6249964,0.007327861,0.001689918,0.0005282892,0.005282663,0.00225246,0.00007902343,0.000471327],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02756445,"threshold_uncertainty_score":0.1457765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281867308","doi":"10.1016/s2666-7568(22)00102-7","title":"How “old age” was withdrawn as a diagnosis from ICD-11","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine","authors":[{"name":"Kiran Rabheru","is_ca":true},{"name":"Julie Byles","is_ca":false},{"name":"Alexandre Kalache","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05219869360444977,"gpt":0.3163501809363001,"spread":0.2641514873318503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006468336,0.000582587,0.0007117182,0.002816917,0.001257402,0.002895937,0.0009178821,0.001559438,0.005752087],"category_scores_gemma":[0.02293533,0.0002139194,0.0008978888,0.002786096,0.003667538,0.003960829,0.002168822,0.004713647,0.002758544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013434,"about_ca_system_score_gemma":0.003759771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007363828,"about_ca_topic_score_gemma":0.008269388,"domain_scores_codex":[0.9914953,0.003248283,0.001645138,0.0009791391,0.002018065,0.0006140832],"domain_scores_gemma":[0.9901405,0.004363087,0.001366018,0.0008488578,0.00262168,0.0006598824],"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":[0.0003745293,0.0001090543,0.04338257,0.002433045,0.000207667,0.00139172,0.01002117,0.0005941663,0.0009164409,0.2587465,0.3149204,0.3669027],"study_design_scores_gemma":[0.00003308611,0.00008039729,0.01922286,0.002673942,0.00006162041,0.002032847,0.00275244,0.0002456547,0.0003737854,0.05132704,0.9210989,0.0000973834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07025381,0.1768239,0.09085994,0.2562491,0.1240306,0.001131997,0.03486035,0.0006499959,0.2451404],"genre_scores_gemma":[0.6256748,0.1250012,0.05976788,0.09974074,0.0262001,0.001470996,0.0196818,0.0003733259,0.04208912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007363828,"threshold_uncertainty_score":0.03420824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389117878","doi":"10.1016/s2666-7568(23)00212-x","title":"Moderate and vigorous leisure time physical activity in older adults and Alzheimer's disease-related mortality in the USA: a dose–response, population-based study","year":2023,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Physical Activity and Health","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Alberta Health Services","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Marital status; Hazard ratio; Population; Demography; Gerontology; Disease; National Health and Nutrition Examination Survey; Internal medicine; Confidence interval; Environmental health","authors":[{"name":"Rubén López‐Bueno","is_ca":false},{"name":"Lin Yang","is_ca":true},{"name":"Emmanuel Stamatakis","is_ca":false},{"name":"Borja del Pozo Cruz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07361848672466496,"gpt":0.3789972164516146,"spread":0.3053787297269496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005490712,0.0005065666,0.0006564701,0.0009404554,0.0005697879,0.0008668318,0.0008063955,0.0008861257,0.001064887],"category_scores_gemma":[0.006053478,0.0005191918,0.001823567,0.002176835,0.0003323992,0.0005384404,0.0006641634,0.000863984,0.0002643112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003429578,"about_ca_system_score_gemma":0.0006254116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004590644,"about_ca_topic_score_gemma":0.006498609,"domain_scores_codex":[0.9966978,0.001492835,0.0004416094,0.0007066842,0.0005166202,0.0001444491],"domain_scores_gemma":[0.9960601,0.001044668,0.00126329,0.00073029,0.0006417766,0.0002599026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005250415,0.000249939,0.9949581,0.00009061855,0.001765079,0.00003475201,0.0001019143,0.0001046092,0.0001355895,0.00002915954,0.000295936,0.001709405],"study_design_scores_gemma":[0.00009640661,0.0004169759,0.9973705,0.00002940123,0.000838711,0.0001016399,0.0001154429,0.0003628292,0.00006834948,0.00008779026,0.0005007652,0.00001116158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938703,0.001659579,0.0007875817,0.0001907192,0.00004154933,0.0002135011,0.002497118,0.00002109235,0.0007185882],"genre_scores_gemma":[0.9956942,0.000572725,0.0008049588,0.0003165081,0.00005222288,0.0003458776,0.001915917,0.000007399105,0.0002901912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005490712,"threshold_uncertainty_score":0.02903795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289339811","doi":"10.1016/s2666-7568(22)00166-0","title":"COVID-19 mRNA vaccine effectiveness against hospitalisation and death in veterans according to frailty status during the SARS-CoV-2 delta (B.1.617.2) variant surge in the USA: a retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"National Institutes of Health; Health Services Research Programme; U.S. Department of Veterans Affairs","keywords":"Medicine; Veterans Affairs; Retrospective cohort study; Vaccination; Hazard ratio; Odds; Medical record; Coronavirus disease 2019 (COVID-19); Emergency medicine; Internal medicine; Immunology; Logistic regression; Confidence interval; Disease","authors":[{"name":"Fei Tang","is_ca":false},{"name":"Iriana S Hammel","is_ca":false},{"name":"Melissa K. Andrew","is_ca":true},{"name":"Jorge G. Ruiz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0855678332645204,"gpt":0.3995994501894093,"spread":0.3140316169248889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001510849,0.0002620124,0.0003837479,0.000630265,0.0002758908,0.0005718586,0.0004415247,0.0003191798,0.001037545],"category_scores_gemma":[0.00361309,0.0002495274,0.0009282708,0.0006949705,0.0002090833,0.0003799298,0.0004251334,0.0004930269,0.0001608676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480783,"about_ca_system_score_gemma":0.0003891031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00676387,"about_ca_topic_score_gemma":0.006612238,"domain_scores_codex":[0.9992082,0.0001870484,0.0001112229,0.0002362782,0.0001194888,0.0001378767],"domain_scores_gemma":[0.9974032,0.0004283841,0.001326994,0.0002753781,0.0002413958,0.000324645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003934588,0.00002662189,0.9984635,0.000008836421,0.0001198661,0.00001386725,0.00002395686,0.00004057434,0.00009575151,0.000007747819,0.00009534384,0.0007105044],"study_design_scores_gemma":[0.00002348249,0.0003556159,0.9989871,0.000009918968,0.00008849453,0.00008129091,0.00005240538,0.0001763361,0.00007400189,0.000009591705,0.0001384263,0.000003345407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983296,0.0002476851,0.00005285392,0.00001973913,0.00000553479,0.00001179959,0.001189568,0.000001959677,0.0001411812],"genre_scores_gemma":[0.9987572,0.00008663213,0.00004486724,0.000021679,0.00000812465,0.00001469572,0.0009837858,0.000001507959,0.00008143482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00676387,"threshold_uncertainty_score":0.01344901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322722385","doi":"10.1016/s2666-7568(23)00018-1","title":"Nursing home crowding and its association with outbreak-associated respiratory infection in Ontario, Canada before the COVID-19 pandemic (2014–19): a retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Sinai Health System; Sunnybrook Health Science Centre; Sunnybrook Hospital; Women's College Hospital; McMaster University; Public Health Ontario","funders":"","keywords":"Medicine; Outbreak; Incidence (geometry); Retrospective cohort study; Crowding; Cohort; Cohort study; Emergency medicine; Gerontology; Environmental health; Internal medicine; Virology","authors":[{"name":"Pamela Leece","is_ca":true},{"name":"Michael Whelan","is_ca":true},{"name":"Andrew P. Costa","is_ca":true},{"name":"Nick Daneman","is_ca":true},{"name":"Jennie Johnstone","is_ca":true},{"name":"Allison McGeer","is_ca":true},{"name":"Paula A. Rochon","is_ca":true},{"name":"Kevin L. Schwartz","is_ca":true},{"name":"Kevin A. Brown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07545762168087655,"gpt":0.3854815747559589,"spread":0.3100239530750823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009901305,0.0004986711,0.0005230468,0.001301578,0.002523549,0.001075077,0.001482087,0.0004706512,0.001415856],"category_scores_gemma":[0.002242029,0.0006346342,0.0009933956,0.003217807,0.0008129082,0.0004809253,0.001083013,0.0007114324,0.0002134752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01724459,"about_ca_system_score_gemma":0.0195878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742895,"about_ca_topic_score_gemma":0.9820606,"domain_scores_codex":[0.9988534,0.0000707661,0.0001084922,0.0002626002,0.0003645683,0.0003401431],"domain_scores_gemma":[0.997042,0.00009647932,0.001000167,0.0002321745,0.00111487,0.0005142284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000528985,0.00001462041,0.9981307,0.00002528172,0.0000544863,0.00005444533,0.0003292256,0.0000381733,0.00007307607,0.00002201362,0.0006311505,0.0005739171],"study_design_scores_gemma":[0.000005781243,0.0000231691,0.9987565,0.00002867631,0.00002616944,0.00004229965,0.0004529001,0.0001005275,0.00001918796,0.000009618746,0.0005277738,0.000007317779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848238,0.0006770689,0.0001981495,0.0002049597,0.0000202853,0.0001366717,0.01268721,0.00001224931,0.001239569],"genre_scores_gemma":[0.9937551,0.0004376101,0.0002459222,0.0001092686,0.00001503812,0.00009241734,0.004651492,0.000006549013,0.0006865114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02571052,"threshold_uncertainty_score":0.1251188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214597637","doi":"10.1016/s2666-7568(22)00012-5","title":"Real-world serological responses to extended-interval and heterologous COVID-19 mRNA vaccination in frail, older people (UNCoVER): an interim report from a prospective observational cohort study","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Montreal Children's Hospital; Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Concordia University; Institute of Infection and Immunity; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Serology; Observational study; Vaccination; Heterologous; Prospective cohort study; Interim; Cohort study; Older people","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1293154957041968,"gpt":0.4408732447578361,"spread":0.3115577490536393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002524456,0.0004969041,0.0003865436,0.000465672,0.000860589,0.0008096548,0.0006278804,0.0006113313,0.0008019127],"category_scores_gemma":[0.003132234,0.0003997525,0.0007454657,0.0007356457,0.000338706,0.0005426275,0.0007335981,0.0006795657,0.0002522153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330108,"about_ca_system_score_gemma":0.001345536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1172646,"about_ca_topic_score_gemma":0.1294032,"domain_scores_codex":[0.9991984,0.0001990037,0.00007605719,0.0001964323,0.0001330379,0.0001970276],"domain_scores_gemma":[0.9975579,0.0002027362,0.0009607596,0.0003127184,0.0005009584,0.0004648551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005316123,0.00007650094,0.998184,0.00001136186,0.00007933958,0.00002295534,0.0001303941,0.00002480145,0.0001346873,0.000007790059,0.00016416,0.0006322831],"study_design_scores_gemma":[0.00003875867,0.0004156406,0.9989375,0.000008386116,0.00004780751,0.00003605419,0.0001928853,0.00008413653,0.000029264,0.000006543207,0.000197389,0.000005513172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973652,0.00008722557,0.0001201557,0.0000246247,0.000006586282,0.00005284593,0.002131149,0.00000328921,0.0002089766],"genre_scores_gemma":[0.9968337,0.00008115591,0.0002106018,0.00006617035,0.00001178371,0.0001105081,0.002393885,0.000002655137,0.000289556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1172646,"threshold_uncertainty_score":0.2331641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284960009","doi":"10.1016/s2666-7568(22)00143-x","title":"Factors shaping the global political priority of addressing elder abuse: a qualitative policy analysis","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"World Health Organization","keywords":"Elder abuse; Qualitative research; Politics; Public relations; Psychology; Political science; Medicine; Suicide prevention; Poison control; Sociology; Environmental health; Social science","authors":[{"name":"Christopher Mikton","is_ca":false},{"name":"Laura Campo-Tena","is_ca":false},{"name":"Yongjie Yon","is_ca":false},{"name":"Marie Beaulieu","is_ca":true},{"name":"Yusra Ribhi Shawar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2743837133775091,"gpt":0.5015136010832667,"spread":0.2271298877057576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04983404,0.0005086862,0.0009179395,0.005544614,0.01205128,0.00838912,0.002083725,0.002755055,0.005101837],"category_scores_gemma":[0.05536699,0.0009609167,0.0005613693,0.008290053,0.01364698,0.008624431,0.009527659,0.002978371,0.0003376323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02455411,"about_ca_system_score_gemma":0.02377527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0199676,"about_ca_topic_score_gemma":0.01761455,"domain_scores_codex":[0.9668559,0.02701737,0.00115126,0.000719732,0.001230943,0.003024719],"domain_scores_gemma":[0.929744,0.06145099,0.002916458,0.000954435,0.003216314,0.001717758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000332867,0.00005095937,0.004444296,0.0007207739,0.000009560111,0.0005712156,0.9700578,0.0001703362,0.0002441075,0.01753602,0.0006659708,0.005495732],"study_design_scores_gemma":[0.000004489423,0.00001677079,0.001024368,0.0004092948,0.000005198121,0.0000503609,0.9922475,0.0001296955,0.00008369357,0.001669214,0.004352757,0.000006716926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954093,0.002659102,0.00651656,0.0170208,0.0001350912,0.001964671,0.0006673711,0.00002015897,0.01692325],"genre_scores_gemma":[0.988072,0.00320461,0.003315461,0.001595934,0.00003337913,0.001948146,0.0001788604,0.00002785305,0.001623764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04983404,"threshold_uncertainty_score":0.2635507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384283538","doi":"10.1016/s2666-7568(23)00099-5","title":"Effectiveness of previous infection-induced and vaccine-induced protection against hospitalisation due to omicron BA subvariants in older adults: a test-negative, case-control study in Quebec, Canada","year":2023,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec; BC Centre for Disease Control; Université Laval; Institut National de Santé Publique du Québec","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux; Institut National de Santé Publique du Québec","keywords":"Medicine; Vaccination; Logistic regression; Coronavirus disease 2019 (COVID-19); Pediatrics; Population; Internal medicine; Disease; Demography; Immunology; Infectious disease (medical specialty)","authors":[{"name":"Sara Carazo","is_ca":true},{"name":"Danuta M. Skowronski","is_ca":true},{"name":"Marc Brisson","is_ca":true},{"name":"Chantal Sauvageau","is_ca":true},{"name":"Nicholas Brousseau","is_ca":true},{"name":"Judith Fafard","is_ca":true},{"name":"Rodica Gilca","is_ca":true},{"name":"Denis Talbot","is_ca":true},{"name":"Manale Ouakki","is_ca":true},{"name":"Yossi Febriani","is_ca":true},{"name":"Geneviève Deceuninck","is_ca":true},{"name":"Philippe De Wals","is_ca":true},{"name":"Gaston De Serres","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03005162453474837,"gpt":0.32977747608028,"spread":0.2997258515455317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001412585,0.0005514435,0.0004570778,0.000828948,0.00113728,0.0009879242,0.001328721,0.0005889803,0.001157438],"category_scores_gemma":[0.002983427,0.000320683,0.0006718289,0.001616977,0.0007571017,0.0002869105,0.0003753447,0.0005112682,0.0001298853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01191182,"about_ca_system_score_gemma":0.005349791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9544153,"about_ca_topic_score_gemma":0.9447708,"domain_scores_codex":[0.9989396,0.0001976499,0.00009396875,0.0003013318,0.0002417384,0.0002257642],"domain_scores_gemma":[0.9969637,0.0004330455,0.001129667,0.0001774644,0.0007519331,0.0005442286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001626294,0.00003351709,0.9983861,0.0000172866,0.00009997141,0.00003286467,0.00009155171,0.00006073133,0.000113,0.00001543792,0.0001764218,0.0008104774],"study_design_scores_gemma":[0.00001676737,0.00006688349,0.9993042,0.00001237117,0.00005081769,0.00003662663,0.00009424451,0.0002366254,0.00003291755,0.000005077997,0.000139888,0.000003660168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967358,0.0007086225,0.0001505266,0.00007740466,0.00000705996,0.00004087697,0.001722054,0.000006353459,0.000551342],"genre_scores_gemma":[0.998859,0.0001631543,0.0001007216,0.00004877757,0.00000471929,0.00001247258,0.0005921922,0.000002496317,0.0002163512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04558468,"threshold_uncertainty_score":0.09170622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403122194","doi":"10.1016/j.lanhl.2024.100644","title":"Defining the role and reach of a geriatrician","year":2024,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Medical Research Council; World Health Organization","keywords":"Psychology; Computer science","authors":[{"name":"Matteo Cesari","is_ca":false},{"name":"Jotheeswaran Amuthavalli Thiyagarajan","is_ca":false},{"name":"Antonio Cherubini","is_ca":false},{"name":"Miguel Angel Acanfora","is_ca":false},{"name":"Prasert Assantachai","is_ca":false},{"name":"Mario Barbagallo","is_ca":false},{"name":"Mamadou Coume","is_ca":false},{"name":"Theresa Diaz","is_ca":false},{"name":"Nicholas R. Fuggle","is_ca":false},{"name":"Sonia Ouali Hammami","is_ca":false},{"name":"Kenneth Madden","is_ca":true},{"name":"Radmila Matijević","is_ca":false},{"name":"Jean‐Pierre Michel","is_ca":false},{"name":"Mirko Petrović","is_ca":false},{"name":"Cornel Sieber","is_ca":false},{"name":"Nicola Veronese","is_ca":false},{"name":"Finbarr C. Martin","is_ca":false},{"name":"Anshu Banerjee","is_ca":false},{"name":"John W. Rowe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05980773440385401,"gpt":0.3869970594781201,"spread":0.3271893250742661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006859771,0.001124143,0.001585668,0.002497965,0.0005350818,0.002918586,0.001945211,0.003929229,0.002064335],"category_scores_gemma":[0.0118085,0.0004061969,0.0009154594,0.001755308,0.002203061,0.004502114,0.00300746,0.004409071,0.001223277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003061047,"about_ca_system_score_gemma":0.009495588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005852094,"about_ca_topic_score_gemma":0.006263251,"domain_scores_codex":[0.9958453,0.001882952,0.0006716479,0.0003063656,0.001015764,0.0002780869],"domain_scores_gemma":[0.9955978,0.002421156,0.0006110884,0.00008944536,0.0009960714,0.0002844466],"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":[0.00008426795,0.00003775643,0.0005601063,0.04705645,0.0001640276,0.0001263152,0.0008819082,0.0002607908,0.0004361543,0.02080062,0.04552539,0.8840662],"study_design_scores_gemma":[0.00005004639,0.00009654408,0.002096818,0.0652214,0.0002006192,0.0009182665,0.0008171486,0.00008800453,0.0002052589,0.007934622,0.9223378,0.00003346812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001157686,0.9941155,0.000229623,0.003465977,0.000594303,0.00001271697,0.00001022766,0.000004985802,0.001450984],"genre_scores_gemma":[0.003401294,0.9903207,0.0009885828,0.004007961,0.0005770704,0.00004324332,0.00004349566,0.000004048165,0.0006136193],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006859771,"threshold_uncertainty_score":0.03627831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226464634","doi":"10.1016/s2666-7568(22)00031-9","title":"A longevity society requires integrated palliative care models for historically excluded older people","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Palliative care; Life expectancy; Longevity; Medicine; Health care; Psychological intervention; Gerontology; Scopus; Alliance; Nursing; MEDLINE; Political science; Population; Environmental health; Law","authors":[{"name":"William E. Rosa","is_ca":false},{"name":"Afsan Bhadelia","is_ca":false},{"name":"Felícia Marie Knaul","is_ca":false},{"name":"Jasmine Travers","is_ca":false},{"name":"Nicholas Metheny","is_ca":false},{"name":"Terry Fulmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2386877796426702,"gpt":0.4407583238853469,"spread":0.2020705442426767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01128805,0.0004753814,0.0009408699,0.001228557,0.002887142,0.007584901,0.002112838,0.004851887,0.02616208],"category_scores_gemma":[0.03285116,0.0003044443,0.001851508,0.001417669,0.003337745,0.01083984,0.01161726,0.008080961,0.008812384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00441664,"about_ca_system_score_gemma":0.02262345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004778822,"about_ca_topic_score_gemma":0.01265923,"domain_scores_codex":[0.9934983,0.003207726,0.0006348939,0.0003247691,0.001480067,0.0008541817],"domain_scores_gemma":[0.979118,0.007495367,0.002094452,0.001605793,0.003757074,0.005929383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001164132,0.0000905321,0.001553252,0.004283471,0.0001384454,0.0005126462,0.002713037,0.0002955616,0.0002099232,0.08490781,0.6237124,0.2814666],"study_design_scores_gemma":[0.00007343685,0.0001677508,0.002230951,0.01233026,0.0000942937,0.0006753131,0.002275615,0.0001248958,0.0001345454,0.06832172,0.913514,0.00005719868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002701368,0.06456726,0.004018782,0.8700237,0.008973608,0.000164007,0.00101861,0.0003148729,0.04821773],"genre_scores_gemma":[0.1526351,0.2358735,0.03793631,0.515803,0.02065746,0.001212133,0.00502031,0.0005437443,0.03031847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02616208,"threshold_uncertainty_score":0.0875209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112092110","doi":"10.1016/s2666-7568(20)30036-2","title":"The Elderly Functional Index (ELFI), a patient-reported outcome measure of functional status in patients with cancer: a multicentre, prospective validation study","year":2020,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Health and Medical Research Council; Monash University; Eastern Health","keywords":"Cronbach's alpha; Discriminant validity; Quality of life (healthcare); Activities of daily living; Medicine; Intraclass correlation; Physical therapy; Convergent validity; Clinical psychology; Concurrent validity; Exploratory factor analysis; Cancer survivor; Geriatric oncology; Psychometrics; Psychology; Cancer; Internal consistency; Internal medicine","authors":[{"name":"Wee Kheng Soo","is_ca":false},{"name":"Madeleine King","is_ca":false},{"name":"A. L. Pope","is_ca":false},{"name":"Christopher Steer","is_ca":false},{"name":"Bianca Devitt","is_ca":false},{"name":"Susan Chua","is_ca":false},{"name":"Phillip Parente","is_ca":false},{"name":"Ian D. Davis","is_ca":false},{"name":"Pēteris Dārziņš","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06132423522949398,"gpt":0.3069289558098039,"spread":0.2456047205803099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007926676,0.0004942092,0.0004723852,0.0008810859,0.0005493331,0.0005794938,0.0005527931,0.0006292519,0.000558124],"category_scores_gemma":[0.00967551,0.0002310154,0.0005726538,0.0008227501,0.0005006092,0.0007130726,0.001064351,0.00086099,0.0003496615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004098916,"about_ca_system_score_gemma":0.0007915605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628526,"about_ca_topic_score_gemma":0.002839762,"domain_scores_codex":[0.9977692,0.0009926425,0.0002973617,0.0003186026,0.0004704126,0.0001517877],"domain_scores_gemma":[0.993901,0.001307221,0.001659868,0.0005137571,0.001846552,0.000771708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005499464,0.0004931537,0.991903,0.00004845544,0.0001335583,0.00004256051,0.0003104091,0.00009091091,0.0004052038,0.0000219421,0.0002968799,0.00570398],"study_design_scores_gemma":[0.0001285683,0.001366963,0.997296,0.00001686385,0.00005390094,0.0001815314,0.0001123581,0.0002730844,0.0001103891,0.0000130013,0.0004411394,0.000006124501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973537,0.0003101222,0.0006279591,0.00004902378,0.0000139893,0.0004648287,0.0005894417,0.000008281108,0.0005827181],"genre_scores_gemma":[0.9954809,0.0001456708,0.001531433,0.0001068832,0.00002378491,0.000691648,0.00179528,0.000007351335,0.0002171275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007926676,"threshold_uncertainty_score":0.04192078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212905602","doi":"10.1016/s2666-7568(22)00009-5","title":"Geriatric risk factors for serious COVID-19 outcomes among older adults with cancer: a cohort study from the COVID-19 and Cancer Consortium","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"National Center for Advancing Translational Sciences; Beatrice and Samuel A. Seaver Foundation; Canadian Institutes of Health Research; Vanderbilt Institute for Clinical and Translational Research; National Institute on Aging; National Cancer Institute; National Institutes of Health","keywords":"Medicine; Comorbidity; Odds ratio; Cohort; Cancer; Geriatric oncology; Internal medicine; Logistic regression; Cohort study; Coronavirus disease 2019 (COVID-19); Disease","authors":[{"name":"Arielle Elkrief","is_ca":true},{"name":"Cassandra Hennessy","is_ca":false},{"name":"Nicole M. Kuderer","is_ca":false},{"name":"Samuel M. Rubinstein","is_ca":false},{"name":"Elizabeth Wulff‐Burchfield","is_ca":false},{"name":"Rachel Rosovsky","is_ca":false},{"name":"Karen Vega-Luna","is_ca":false},{"name":"Orestis A. Panagiotou","is_ca":false},{"name":"Aakash Desai","is_ca":false},{"name":"Donna R. Rivera","is_ca":false},{"name":"Ali Raza Khaki","is_ca":false},{"name":"Lisa Tachiki","is_ca":false},{"name":"Ryan C. Lynch","is_ca":false},{"name":"Catherine Stratton","is_ca":false},{"name":"Rawad Elias","is_ca":false},{"name":"Gerald Batist","is_ca":true},{"name":"Anup Kasi","is_ca":false},{"name":"Dimpy P. Shah","is_ca":false},{"name":"Ziad Bakouny","is_ca":false},{"name":"Angelo Cabal","is_ca":false},{"name":"Jessica Clément","is_ca":false},{"name":"Jennifer Crowell","is_ca":false},{"name":"Becky Dixon","is_ca":false},{"name":"Christopher R. Friese","is_ca":false},{"name":"Stacy Fry","is_ca":false},{"name":"Punita Grover","is_ca":false},{"name":"Shuchi Gulati","is_ca":false},{"name":"Shilpa Gupta","is_ca":false},{"name":"Clara Hwang","is_ca":false},{"name":"Hina Khan","is_ca":false},{"name":"Soo Jung Kim","is_ca":false},{"name":"Elizabeth J. Klein","is_ca":false},{"name":"Chris Labaki","is_ca":false},{"name":"Rana R. McKay","is_ca":false},{"name":"Amanda Nizam","is_ca":false},{"name":"Nathan A. Pennell","is_ca":false},{"name":"Matthew Puc","is_ca":false},{"name":"Andrew Schmidt","is_ca":false},{"name":"Armin Shahrokni","is_ca":false},{"name":"Justin Shaya","is_ca":false},{"name":"Christopher Su","is_ca":false},{"name":"Sarah Wall","is_ca":false},{"name":"Nicole Williams","is_ca":false},{"name":"Trisha M. Wise‐Draper","is_ca":false},{"name":"Sanjay Mishra","is_ca":false},{"name":"Petros Grivas","is_ca":false},{"name":"Benjamin French","is_ca":false},{"name":"Jeremy L. Warner","is_ca":false},{"name":"Tanya M. Wildes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06564458326919813,"gpt":0.398195902206955,"spread":0.3325513189377569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001545773,0.0004178621,0.0005076332,0.0007539658,0.0008239814,0.001031196,0.0005404212,0.0004285983,0.001111972],"category_scores_gemma":[0.003096464,0.0003933635,0.0009140879,0.001761736,0.0002522324,0.0005698213,0.001113743,0.000841155,0.000214229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006597879,"about_ca_system_score_gemma":0.001208404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02919217,"about_ca_topic_score_gemma":0.03502538,"domain_scores_codex":[0.9991772,0.0001642923,0.0001022133,0.00024129,0.0001584968,0.0001564845],"domain_scores_gemma":[0.9977593,0.0001648372,0.0009240472,0.0003708002,0.0003464523,0.0004344617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001244524,0.00002488124,0.9990138,0.000008010135,0.00006417767,0.00003624497,0.00006280033,0.00001944098,0.00005164637,0.00001174714,0.0002080775,0.0003747057],"study_design_scores_gemma":[0.00002483111,0.00008814171,0.999012,0.00001508509,0.00006880194,0.0001529644,0.0001936308,0.0001345107,0.00001937641,0.00001388547,0.0002708816,0.000005847344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969057,0.000203812,0.0001097029,0.00005696503,0.00001059638,0.00004852167,0.002405063,0.000002862458,0.0002567102],"genre_scores_gemma":[0.9969032,0.0001809769,0.0001164289,0.00006245841,0.00002116328,0.00005571529,0.002534585,0.000002924915,0.000122574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02919217,"threshold_uncertainty_score":0.05804455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404736389","doi":"10.1016/j.lanhl.2024.100652","title":"Role of age and exposure duration in the association between metabolic syndrome and risk of incident dementia: a prospective cohort study","year":2024,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Dementia; Prospective cohort study; Medicine; Cohort; Cohort study; Metabolic syndrome; Duration (music); Association (psychology); Internal medicine; Psychology; Disease; Obesity","authors":[{"name":"Danial Qureshi","is_ca":false},{"name":"Robert Luben","is_ca":false},{"name":"Shabina Hayat","is_ca":false},{"name":"Robert Talarico","is_ca":true},{"name":"Naomi E. Allen","is_ca":false},{"name":"Elżbieta Kuźma","is_ca":false},{"name":"Thomas J. Littlejohns","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01854207696148205,"gpt":0.3287146914660218,"spread":0.3101726145045398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002161821,0.0004310497,0.0004338858,0.000687646,0.0006741275,0.0009311115,0.0005246258,0.0006816026,0.001312639],"category_scores_gemma":[0.003123901,0.0005347379,0.001002206,0.0009495722,0.0002595504,0.0005468425,0.0005864333,0.0008327632,0.0001796184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003175052,"about_ca_system_score_gemma":0.0004902761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01298429,"about_ca_topic_score_gemma":0.01436635,"domain_scores_codex":[0.9992581,0.0002403949,0.00007444871,0.0001845592,0.0001021194,0.0001404395],"domain_scores_gemma":[0.9978904,0.0003773811,0.0006091795,0.0004492676,0.0002645343,0.0004091478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005514222,0.00005144859,0.9981878,0.000006709658,0.0002294975,0.00007118977,0.00006092135,0.00002958532,0.0001524182,0.00001562457,0.00004856985,0.0005947819],"study_design_scores_gemma":[0.00002473845,0.0001377713,0.9992186,0.000007034433,0.0001163446,0.0001262145,0.00006429033,0.0001659483,0.00002416147,0.00001966874,0.00009030656,0.000004921219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986944,0.0004763536,0.0001462173,0.00003068616,0.00001082006,0.00001203965,0.0004601449,0.000003013573,0.0001664354],"genre_scores_gemma":[0.9990467,0.0001967662,0.0001573464,0.0000252199,0.000009923439,0.00001563891,0.0003665622,0.00000255873,0.0001792013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01298429,"threshold_uncertainty_score":0.02581739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405829649","doi":"10.1016/j.lanhl.2024.100666","title":"Assessment and management of frailty in individuals living with dementia: expert recommendations for clinical practice","year":2024,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; McGill University","funders":"Nasjonalforeningen for Folkehelsen; Helse Vest; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research","keywords":"Polypharmacy; Dementia; Psychosocial; Medicine; Psychological intervention; Vulnerability (computing); Quality of life (healthcare); Gerontology; MEDLINE; Nursing; Psychiatry; Intensive care medicine; Disease","authors":[{"name":"Miguel Germán Borda","is_ca":false},{"name":"Francesco Landi","is_ca":false},{"name":"Tommy Cederholm","is_ca":false},{"name":"Luis Carlos Venegas‐Sanabria","is_ca":false},{"name":"Gustavo Duque","is_ca":true},{"name":"Hidetaka Wakabayashi","is_ca":false},{"name":"George E. Barreto","is_ca":false},{"name":"Isabel Rodríguez-Sánchez","is_ca":false},{"name":"Marco Canevelli","is_ca":false},{"name":"Carlos Cano","is_ca":false},{"name":"Mario Ulises Pérez‐Zepeda","is_ca":false},{"name":"Lindsay Wallace","is_ca":true},{"name":"Kenneth Rockwood","is_ca":true},{"name":"Mario Salas‐Carrillo","is_ca":false},{"name":"Martha Therese Gjestsen","is_ca":false},{"name":"Ingelin Testad","is_ca":false},{"name":"Clive Ballard","is_ca":false},{"name":"Dag Aarsland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3000249326337872,"gpt":0.5485325926353366,"spread":0.2485076600015494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00956738,0.001666045,0.003055797,0.004535996,0.0006207562,0.002112258,0.003242853,0.004370098,0.006593628],"category_scores_gemma":[0.01931214,0.0006834366,0.00356635,0.003295218,0.0008201989,0.002600449,0.001909448,0.003940515,0.002864789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002805157,"about_ca_system_score_gemma":0.009455479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0081138,"about_ca_topic_score_gemma":0.01789226,"domain_scores_codex":[0.9963265,0.001389645,0.000938978,0.0002375211,0.0009288115,0.000178496],"domain_scores_gemma":[0.9902428,0.005036191,0.001161514,0.0001665025,0.003008612,0.0003844585],"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":[0.0001031812,0.00009327059,0.0002399934,0.09705276,0.0004281032,0.0001940966,0.0002669612,0.0003735131,0.0001975258,0.002088593,0.1141603,0.7848018],"study_design_scores_gemma":[0.0002051186,0.0001006863,0.001371599,0.3700485,0.00169484,0.0004745355,0.000328918,0.0002530742,0.0001071823,0.005846365,0.6194983,0.00007081155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000109231,0.9816629,0.0009098624,0.01390017,0.001393717,0.0001931123,0.0001598626,0.00004036543,0.001630831],"genre_scores_gemma":[0.001051291,0.986663,0.006167775,0.004453298,0.0004977686,0.0002699822,0.0002127265,0.000008292373,0.000675896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00956738,"threshold_uncertainty_score":0.05059773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226162571","doi":"10.1016/s2666-7568(22)00038-1","title":"Injury burden in individuals aged 50 years or older in the Eastern Mediterranean region, 1990–2019: a systematic analysis from the Global Burden of Disease Study 2019","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Zabol University of Medical Sciences; University of Veterinary and Animal Sciences; National Agency for Strategic Research in Medical Education; Gastrointestinal and Liver Diseases Research Center; King Saud bin Abdulaziz University for Health Science; Ajman University; Imam Abdulrahman Bin Faisal University; Kurdistan University Of Medical Sciences; King Abdullah International Medical Research Center; Paracelsus Medizinische Privatuniversität; Gonabad University of Medical Sciences; Alexandria University; Directorate for Biological Sciences; Mansoura University; University of Zanjan; Tarbiat Modares University; Alfaisal University; National Nutrition and Food Technology Research Institute; Student Research Committee, Tabriz University of Medical Sciences; University of Agriculture, Faisalabad; Urmia University; Arak University of Medical Sciences; Golestan University of Medical Sciences; Semnan University; Qazvin University of Medical Sciences; Baki Dövlət Universiteti; United Arab Emirates University; Shahid Beheshti University of Medical Sciences; Guilan University of Medical Sciences; Shiraz University; Menofia University; Shahrekord University; Sultan Qaboos University; College of Science and Engineering, University of Minnesota; Babol University of Medical Sciences; Mazandaran University of Medical Sciences; Jahrom University of Medical Sciences; University of Sulaimani; University of Balamand; Hamadan University of Medical Sciences; Tabriz University of Medical Sciences; University of Technology Sydney; Khalifa University of Science, Technology and Research; Mashhad University of Medical Sciences; Jordan University of Science and Technology; Isfahan University of Medical Sciences; National Institute for Medical Research Development; Johns Hopkins University; COMSATS Institute of Information Technology; Ministry of Health and Medical Education; Baqiyatallah University of Medical Sciences; Macquarie University; Hamad Bin Khalifa University; University of Toronto; Sabzevar University of Medical Sciences; Iran University of Medical Sciences; Amirkabir University of Technology; University of Baghdad; Ahvaz Jundishapur University of Medical Sciences; Pohang University of Science and Technology; Cairo University; Kuwait University; Alborz University of Medical Sciences; Ain Shams University; Jazan University; Monash University; Birjand University of Medical Sciences; Yazd University; Bill and Melinda Gates Foundation; University of Washington; Zahedan University of Medical Sciences; Trường Đại học Duy Tân; Zanjan University of Medical Sciences; Ilam University; Universiteit Maastricht; University of Pittsburgh; Bournemouth University; Univerzita Karlova v Praze; Ilam University of Medical Sciences; Hamad Medical Corporation; Harvard University; Universiti Kebangsaan Malaysia; Institute for Health Metrics and Evaluation; University of Tabriz; Northwestern University; Islamic Azad University; Maragheh University of Medical Sciences; Shiraz University of Medical Sciences; Shahrekord University of Medical Sciences; Kermanshah University of Medical Sciences; Rafsanjan University of Medical Sciences","keywords":"Burden of disease; Disease burden; Disease; Poison control; Epidemiology; Occupational safety and health; Quality-adjusted life year; Injury prevention","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06187512520829011,"gpt":0.3718933739033896,"spread":0.3100182486950995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003145846,0.0006187145,0.001976059,0.004345797,0.0002824086,0.0005761626,0.0006435408,0.0005799786,0.0008449036],"category_scores_gemma":[0.006885278,0.0004221431,0.00583747,0.006296656,0.0002595205,0.0004762298,0.001096824,0.000466034,0.000118154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068552,"about_ca_system_score_gemma":0.001744891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04484479,"about_ca_topic_score_gemma":0.06117168,"domain_scores_codex":[0.9979945,0.0004941594,0.0006746823,0.0003343559,0.0003623122,0.0001400378],"domain_scores_gemma":[0.9966004,0.000785313,0.001621545,0.0001839041,0.0006855804,0.0001231802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001196737,0.00002575428,0.8818476,0.04377712,0.03636139,0.0002571621,0.0005169168,0.0007798547,0.0002165765,0.0001806278,0.008066745,0.02677362],"study_design_scores_gemma":[0.0001881205,0.0001233011,0.963891,0.01015098,0.01936557,0.0003647033,0.0003560043,0.0003883932,0.000085284,0.0001097535,0.004941608,0.00003541846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3973856,0.5268809,0.0009506097,0.001041067,0.0002621694,0.0003166199,0.07160097,0.00007607768,0.001486035],"genre_scores_gemma":[0.8633636,0.1113705,0.0009631887,0.0008230344,0.0001763698,0.0006241272,0.0223257,0.00001914125,0.0003343972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04484479,"threshold_uncertainty_score":0.08916748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3189913083","doi":"10.1016/s2666-7568(21)00145-8","title":"The legacy of the 2013 G8 Dementia Summit: successes, challenges, and potential ways forward","year":2021,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Summit; Dementia; Medicine; Declaration; Political science; Gerontology; Government (linguistics); Public health; Disease; Nursing; Geography; Law; Pathology","authors":[{"name":"Lindsay Wallace","is_ca":false},{"name":"Sebastian Walsh","is_ca":false},{"name":"Carol Brayne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05135005664605666,"gpt":0.3282569754221153,"spread":0.2769069187760586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07159612,0.002855612,0.00261305,0.003945158,0.008181291,0.01938065,0.006793142,0.01822376,0.03507559],"category_scores_gemma":[0.1000972,0.0009524825,0.003759133,0.003319153,0.006768116,0.01692726,0.02076551,0.02497295,0.02269717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01235419,"about_ca_system_score_gemma":0.08675153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04057676,"about_ca_topic_score_gemma":0.07430515,"domain_scores_codex":[0.9702377,0.01151957,0.001864398,0.00130731,0.008817245,0.006253938],"domain_scores_gemma":[0.9044015,0.02150435,0.004564627,0.003179423,0.02669212,0.03965798],"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":[0.0001361556,0.0000672226,0.0003190144,0.001058438,0.00003766469,0.000180604,0.0005561627,0.00009166342,0.00009347757,0.006288854,0.9486637,0.04250702],"study_design_scores_gemma":[0.0000530086,0.00009098516,0.001158683,0.004575078,0.00003717725,0.00008375657,0.001879689,0.0001057339,0.0001699047,0.00794389,0.9838266,0.00007542071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005794134,0.02519812,0.0007905637,0.9066025,0.05583969,0.0001330241,0.002321056,0.0002672919,0.008268315],"genre_scores_gemma":[0.02223869,0.07787731,0.01527111,0.7461775,0.06620488,0.001738634,0.01314433,0.001243981,0.05610354],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07159612,"threshold_uncertainty_score":0.3786409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412848294","doi":"10.1016/j.lanhl.2025.100731","title":"Occurrence, associated factors, and outcomes of delirium in patients in an adult acute general medicine service in England: a 10-year longitudinal, observational study","year":2025,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research; Canadian Institutes of Health Research; NIHR Oxford Biomedical Research Centre; Rhodes Scholarships; Department of Health and Social Care; National Institute on Handicapped Research","keywords":"Delirium; Medicine; Observational study; Dementia; Hazard ratio; Comorbidity; Geriatrics; Organic mental disorders; Longitudinal study; Odds ratio; Pediatrics; Emergency medicine; Internal medicine; Psychiatry; Confidence interval; Disease","authors":[{"name":"Jasmine Gan","is_ca":false},{"name":"Emily Boucher","is_ca":false},{"name":"Nicola Lovett","is_ca":false},{"name":"Sophie Roche","is_ca":false},{"name":"S C L Smith","is_ca":false},{"name":"Sarah T. Pendlebury","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08135732690212004,"gpt":0.3762694858707816,"spread":0.2949121589686615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002001194,0.0003865875,0.0007405031,0.001276701,0.0007793657,0.001161923,0.0007085128,0.0007465887,0.0008395103],"category_scores_gemma":[0.005866834,0.0006412006,0.0007680532,0.002079222,0.0006680513,0.001643218,0.00190777,0.001104876,0.0002863139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584674,"about_ca_system_score_gemma":0.0014558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06161506,"about_ca_topic_score_gemma":0.08508495,"domain_scores_codex":[0.9981811,0.000568017,0.0003736913,0.0003530436,0.0002424022,0.0002818681],"domain_scores_gemma":[0.9942526,0.0005580169,0.003068642,0.0003242689,0.0007174042,0.001078997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007334349,0.0000433382,0.9990149,0.00002397923,0.00004613425,0.00006268874,0.0002862439,0.0000130546,0.00004324424,0.000005887863,0.00009164606,0.0002955467],"study_design_scores_gemma":[0.0000120965,0.0001364951,0.9989692,0.00002678635,0.00002374978,0.0001194177,0.0005153583,0.00006041213,0.000009003634,0.000008104488,0.0001140552,0.000005203608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982452,0.0004575406,0.0000745063,0.0001019285,0.000008790033,0.00003316042,0.0009004269,0.000002850499,0.0001754675],"genre_scores_gemma":[0.9978434,0.0003678898,0.0001599898,0.0001314684,0.00002006822,0.00005854069,0.001305417,0.000001957537,0.0001111948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06161506,"threshold_uncertainty_score":0.1225128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392728034","doi":"10.1016/s2666-7568(24)00030-8","title":"The global crisis of loneliness: a call for contextualised, mechanistic research","year":2024,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Loneliness; Psychology; Social psychology","authors":[{"name":"Hannah M. O’Rourke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2258998310974638,"gpt":0.5166058427874523,"spread":0.2907060116899885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02238122,0.001462781,0.004773915,0.003451223,0.004684414,0.01206215,0.00336501,0.01040537,0.01277513],"category_scores_gemma":[0.02285336,0.0008720488,0.002187456,0.002541771,0.02779891,0.02803559,0.01502414,0.0254816,0.001454444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005374388,"about_ca_system_score_gemma":0.01737453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008537737,"about_ca_topic_score_gemma":0.0150602,"domain_scores_codex":[0.9930855,0.004226622,0.0003311775,0.0007842298,0.0006869542,0.0008856043],"domain_scores_gemma":[0.9463492,0.03869831,0.002119006,0.003305325,0.003759003,0.005769242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005759271,0.0007464532,0.01104445,0.02027491,0.001038904,0.001264206,0.03060301,0.001643814,0.001442396,0.4524499,0.2231708,0.2557452],"study_design_scores_gemma":[0.000077354,0.0003093764,0.01018725,0.0216716,0.0002483267,0.0005855956,0.03668817,0.0003546489,0.0003176891,0.5285802,0.4007724,0.0002075141],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004858444,0.3784626,0.006475606,0.5917663,0.008331372,0.0001114153,0.0006566194,0.0001114426,0.009226146],"genre_scores_gemma":[0.1189371,0.6061075,0.01696731,0.2379328,0.01576268,0.0009320141,0.000797038,0.0001538971,0.00240969],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02238122,"threshold_uncertainty_score":0.1183647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383100841","doi":"10.1016/s2666-7568(23)00109-5","title":"Sleep diplomacy: an approach to boosting global brain health","year":2023,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"Fogarty International Center; Agencia Nacional de Investigación y Desarrollo; Alzheimer's Association; Portland State University; National Institute on Aging; National Institutes of Health","keywords":"Diplomacy; Boosting (machine learning); Global health; Sleep (system call); Psychology; Political science; Medicine; Computer science; Artificial intelligence; Public health; Nursing","authors":[{"name":"Diego A. Golombék","is_ca":false},{"name":"Laura Booi","is_ca":false},{"name":"Dominic Campbell","is_ca":true},{"name":"Walter D Dawson","is_ca":false},{"name":"Harris A. Eyre","is_ca":false},{"name":"Brian Lawlor","is_ca":false},{"name":"Agustín Ibáñez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1638563341337576,"gpt":0.4022659791605052,"spread":0.2384096450267476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003740428,0.0006926971,0.000601823,0.001324424,0.001789439,0.003628735,0.001255566,0.00334163,0.02086397],"category_scores_gemma":[0.00639359,0.0001875593,0.0008039729,0.0005454994,0.002501666,0.003019967,0.007419157,0.004739002,0.00591314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002295508,"about_ca_system_score_gemma":0.007940342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003274618,"about_ca_topic_score_gemma":0.00863447,"domain_scores_codex":[0.9989391,0.0004301507,0.00004600861,0.0001269503,0.0001716283,0.0002862968],"domain_scores_gemma":[0.9964722,0.0005981673,0.0002661517,0.0002037908,0.0005830488,0.001876622],"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":[0.0005922999,0.0006686663,0.005491146,0.00204905,0.0001855102,0.0003344604,0.002183616,0.0009202093,0.003576527,0.1655744,0.3000813,0.5183427],"study_design_scores_gemma":[0.0002309449,0.0007953588,0.0122417,0.002672443,0.0001001462,0.0003713255,0.002025819,0.0006785699,0.001234327,0.09295736,0.8866319,0.00006004757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02458684,0.07662964,0.03439976,0.7041641,0.02929345,0.0003957537,0.0008625566,0.001416115,0.1282518],"genre_scores_gemma":[0.4441392,0.08660636,0.03944192,0.2714041,0.02408873,0.001190594,0.00125594,0.0007211915,0.1311521],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02086397,"threshold_uncertainty_score":0.06979698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116913808","doi":"10.1016/j.lanhl.2025.100803","title":"Menopause hormone therapy and risk of mild cognitive impairment or dementia: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ludwig-Maximilians-Universität München; Alzheimer’s Research UK; Public Health Agency; UK Research and Innovation; National Institute for Health and Care Research; Public Health Agency of Canada; National Institute on Handicapped Research; Economic and Social Research Council; World Health Organization","keywords":"Cognitive impairment; Menopause; Hormone therapy; Public health; Epidemiology; Disease; Cognition; Risk factor","authors":[{"name":"Mel Melville","is_ca":false},{"name":"Lexi He","is_ca":false},{"name":"Roopal Desai","is_ca":false},{"name":"Primrose Nyamayaro","is_ca":false},{"name":"Chris Fox","is_ca":false},{"name":"Kavita Kothari","is_ca":false},{"name":"Patrick Condron","is_ca":false},{"name":"Martha Hickey","is_ca":false},{"name":"Aimee Spector","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.115349903589514,"gpt":0.3929988525353967,"spread":0.2776489489458828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01680287,0.002562015,0.02288688,0.006786974,0.000711065,0.003118696,0.002914209,0.002498649,0.003424565],"category_scores_gemma":[0.04417688,0.001789724,0.032708,0.007790113,0.0009478483,0.001779631,0.001668029,0.001733889,0.0002738631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004046102,"about_ca_system_score_gemma":0.00561366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089218,"about_ca_topic_score_gemma":0.02213817,"domain_scores_codex":[0.988203,0.006250845,0.003100082,0.0009273958,0.001180292,0.0003384635],"domain_scores_gemma":[0.9733474,0.01957973,0.004407769,0.0006057878,0.001694809,0.0003644141],"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":[0.001973398,0.00002994104,0.003051504,0.4937574,0.4911699,0.0001526355,0.0001067298,0.000424246,0.0001215555,0.0001020729,0.0006007863,0.008509801],"study_design_scores_gemma":[0.001036586,0.0002579557,0.003169668,0.03482012,0.9589929,0.0001097429,0.00005408588,0.0002101025,0.00009353048,0.0001565586,0.001073586,0.00002528534],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005602351,0.9921395,0.0005145755,0.000182053,0.0001468983,0.0007438941,0.0004081601,0.00002856783,0.0002339364],"genre_scores_gemma":[0.1718182,0.8187526,0.003476695,0.000846865,0.000257718,0.00380563,0.0006108583,0.00002649495,0.0004050226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02288688,"threshold_uncertainty_score":0.08886307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}