{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3562,"total_is_capped":false,"direct_labels_cover":11,"predictions_cover":3562,"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":"54b5910a4f01","filters":{"topic":"Frailty in Older Adults"}},"results":[{"id":"W2142514031","doi":"10.1016/s0140-6736(12)62167-9","title":"Frailty in elderly people","year":2013,"lang":"en","type":"review","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9302,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"University of Leeds","keywords":"Stressor; Vulnerability (computing); Gerontology; Medicine; Epidemiology; Population ageing; Health care; Population; Environmental health; Psychiatry; Computer science","authors":[{"name":"Andrew Clegg","is_ca":false},{"name":"John Young","is_ca":false},{"name":"Steve Iliffe","is_ca":false},{"name":"Marcel G. M. Olde Rikkert","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1083029263524574,"gpt":0.3690191590030328,"spread":0.2607162326505754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338921,0.001187033,0.003139711,0.003548904,0.0002758566,0.001223702,0.0007290384,0.001624813,0.006519274],"category_scores_gemma":[0.003140281,0.0003972726,0.001536846,0.003671265,0.0004314322,0.001104597,0.001362634,0.001806348,0.00091987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242958,"about_ca_system_score_gemma":0.0026251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006007712,"about_ca_topic_score_gemma":0.01625999,"domain_scores_codex":[0.9995814,0.00008851754,0.00009408464,0.00004497712,0.0001433817,0.0000476625],"domain_scores_gemma":[0.998858,0.0005425711,0.0003527212,0.00002021646,0.0001385304,0.00008800768],"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":[0.0002512546,0.00005374903,0.0004594306,0.1113723,0.001109147,0.0001337116,0.0001077385,0.0001579702,0.0002102973,0.0008363698,0.06651907,0.8187891],"study_design_scores_gemma":[0.0006196538,0.0003933771,0.009386314,0.1982292,0.005845626,0.001251769,0.0003237688,0.0001184344,0.0001524478,0.002287305,0.7813281,0.00006400933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004748307,0.9992668,0.00001108705,0.0002270884,0.0001999981,0.000003948981,0.00002256331,0.000002169204,0.000218855],"genre_scores_gemma":[0.0007916822,0.9981229,0.00005108843,0.0005472488,0.0002258538,0.00001100026,0.00002668058,6.925434e-7,0.0002229252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006519274,"threshold_uncertainty_score":0.02180916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164186760","doi":"10.1503/cmaj.050051","title":"A global clinical measure of fitness and frailty in elderly people","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8892,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Health Canada; Dalhousie University; Medical Research Council; Pfizer Canada; University of Ottawa; University of Calgary; McGill University; Dalhousie Medical Research Foundation; Pfizer","keywords":"Medicine; Frailty Index; Gerontology; Scale (ratio); Confidence interval; Comorbidity; Cohort; Receiver operating characteristic; Internal medicine","authors":[{"name":"Kenneth Rockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01970050866593707,"gpt":0.309243632443286,"spread":0.2895431237773489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00154206,0.0005184549,0.0005744693,0.001978467,0.0002039757,0.0004735251,0.000442396,0.0004226833,0.001966845],"category_scores_gemma":[0.004417852,0.0000539594,0.0004122725,0.001178772,0.0004744335,0.0004098428,0.0005638628,0.0005857763,0.0003787603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005243229,"about_ca_system_score_gemma":0.0007073628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005815952,"about_ca_topic_score_gemma":0.007486042,"domain_scores_codex":[0.9993617,0.0001648891,0.00008238685,0.00007636865,0.0002574647,0.0000571929],"domain_scores_gemma":[0.998363,0.0002434589,0.0006068664,0.00007400504,0.0004351858,0.0002774862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002438117,0.0001963417,0.9409861,0.0002256158,0.0004142127,0.00006505245,0.0001451607,0.0005222363,0.0003831039,0.0002268017,0.003035183,0.05355634],"study_design_scores_gemma":[0.00001620635,0.0003289284,0.9974875,0.00004328871,0.00005815984,0.0002079674,0.00004531934,0.0003679196,0.00007290122,0.000187811,0.001175012,0.000008923525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593701,0.01146962,0.00348058,0.001001452,0.0002003698,0.0003697676,0.008806499,0.0001430368,0.01515864],"genre_scores_gemma":[0.9933105,0.001197462,0.001660916,0.0001508586,0.0000801495,0.000148849,0.002607152,0.000004710796,0.0008393698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005815952,"threshold_uncertainty_score":0.0115642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108344016","doi":"10.1016/s0140-6736(12)61729-2","title":"Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010","year":2012,"lang":"en","type":"article","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8388,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Kidney Disease Network; Health Canada; University of British Columbia; Centre for Addiction and Mental Health; University of Alberta; University of Calgary","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institute on Aging; National Health and Medical Research Council; Medical Research Council; Allergan; Lomonosov Moscow State University; School of Public Health and Family Medicine, University of Cape Town; National Cancer Institute; Foundation for Alcohol Research and Education; University of Cape Town; Vetenskapsrådet; National Institutes of Health; Anglia Ruskin University; Tehran University of Medical Sciences and Health Services; National Drug and Alcohol Research Centre; Shire; Bupa Foundation; Department of Health, State Government of Victoria; Vanderbilt University; Pan American Health Organization; Centers for Disease Control and Prevention; Flinders University; University of Melbourne; Auckland University of Technology, New Zealand; Tasmanian Community Fund; Institute for Health Metrics and Evaluation; H. Lundbeck A/S; Monash University; Sociedad Española de Reumatología; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Imperial College London; University of Tasmania; University of Leicester; National Institute of Environmental Health Sciences; PepsiCo; Arthritis Foundation of Australia; Brien Holden Vision Institute; National Institute for Health and Care Research; Australian Government; University of Sydney; World Health Organization; Wellcome Trust; Cilag; Robert Wood Johnson Foundation; Regeneron Pharmaceuticals; World Heart Federation; University of Otago; Health Research Council of New Zealand; University of New South Wales; U.S. Department of Veterans Affairs; European Chemical Industry Council; Universidad de Navarra; Bill and Melinda Gates Foundation; Sabin Vaccine Institute; South African Medical Research Council","keywords":"Medicine; Population; Epidemiology; Demography; Population health; Comorbidity; Disease burden; Public health; Incidence (geometry); Global health; Gerontology; Environmental health; Psychiatry","authors":[{"name":"Theo Vos","is_ca":false},{"name":"Abraham D Flaxman","is_ca":false},{"name":"Mohsen Naghavi","is_ca":false},{"name":"Rafael Lozano","is_ca":false},{"name":"Catherine Michaud","is_ca":false},{"name":"Majid Ezzati","is_ca":false},{"name":"Kenji Shibuya","is_ca":false},{"name":"Joshua A. Salomon","is_ca":false},{"name":"Safa Abdalla","is_ca":false},{"name":"Victor Aboyans","is_ca":false},{"name":"Jerry Abraham","is_ca":false},{"name":"Ilana N. Ackerman","is_ca":false},{"name":"Rakesh Aggarwal","is_ca":false},{"name":"Stephanie Y Ahn","is_ca":false},{"name":"Mohammed K. Ali","is_ca":false},{"name":"Mohammad A. AlMazroa","is_ca":false},{"name":"Miriam Alvarado","is_ca":false},{"name":"H Ross Anderson","is_ca":false},{"name":"Laurie Anderson","is_ca":false},{"name":"Kathryn Andrews","is_ca":false},{"name":"Charles Atkinson","is_ca":false},{"name":"Larry M. Baddour","is_ca":false},{"name":"Adil N Bahalim","is_ca":false},{"name":"Suzanne Barker‐Collo","is_ca":false},{"name":"Lope H. Barrero","is_ca":false},{"name":"David Bartels","is_ca":false},{"name":"Marı́a-Gloria Basáñez","is_ca":false},{"name":"Amanda Baxter","is_ca":false},{"name":"Michelle L. Bell","is_ca":false},{"name":"Emelia J. Benjamin","is_ca":false},{"name":"Derrick Bennett","is_ca":false},{"name":"Eduardo Bernabé","is_ca":false},{"name":"Kavi Bhalla","is_ca":false},{"name":"Bishal Bhandari","is_ca":false},{"name":"Boris Bikbov","is_ca":false},{"name":"Aref Bin Abdulhak","is_ca":false},{"name":"Gretchen L. Birbeck","is_ca":false},{"name":"James A Black","is_ca":false},{"name":"Hannah Blencowe","is_ca":false},{"name":"Jed D Blore","is_ca":false},{"name":"Fiona Blyth","is_ca":false},{"name":"Ian Bolliger","is_ca":false},{"name":"Audrey Bonaventure","is_ca":false},{"name":"Soufiane Boufous","is_ca":false},{"name":"Rupert Bourne","is_ca":false},{"name":"Michel Boussinesq","is_ca":false},{"name":"Tasanee Braithwaite","is_ca":false},{"name":"Carol Brayne","is_ca":false},{"name":"Lisa Bridgett","is_ca":false},{"name":"Simon Brooker","is_ca":false},{"name":"Peter Brooks","is_ca":false},{"name":"Traolach Brugha","is_ca":false},{"name":"Claire Bryan-Hancock","is_ca":false},{"name":"Chiara Bucello","is_ca":false},{"name":"Rachelle Buchbinder","is_ca":false},{"name":"Geoffrey Buckle","is_ca":false},{"name":"Christine M. Budke","is_ca":false},{"name":"Michael Burch","is_ca":false},{"name":"Peter Burney","is_ca":false},{"name":"Roy Burstein","is_ca":false},{"name":"Bianca Calabria","is_ca":false},{"name":"Benjamin Campbell","is_ca":false},{"name":"Charles E. Canter","is_ca":false},{"name":"Hélène Carabin","is_ca":false},{"name":"Jonathan R. Carapetis","is_ca":false},{"name":"Loreto Carmona","is_ca":false},{"name":"Claudia Cella","is_ca":false},{"name":"Fiona Charlson","is_ca":false},{"name":"Honglei Chen","is_ca":false},{"name":"Andrew Tai-Ann Cheng","is_ca":false},{"name":"David Chou","is_ca":false},{"name":"Sumeet S. Chugh","is_ca":false},{"name":"Luc E. Coffeng","is_ca":false},{"name":"Steven D Colan","is_ca":false},{"name":"Samantha Colquhoun","is_ca":false},{"name":"K. Ellicott Colson","is_ca":false},{"name":"John R. Condon","is_ca":false},{"name":"Myles Connor","is_ca":false},{"name":"Leslie T. Cooper","is_ca":false},{"name":"Matthew Corriere","is_ca":false},{"name":"Monica Cortinovis","is_ca":false},{"name":"William Couser","is_ca":false},{"name":"Michael H Criqui","is_ca":false},{"name":"Marita Cross","is_ca":false},{"name":"Kaustubh Dabhadkar","is_ca":false},{"name":"Manu Dahiya","is_ca":false},{"name":"Nabila Dahodwala","is_ca":false},{"name":"James Damsere-Derry","is_ca":false},{"name":"Goodarz Danaei","is_ca":false},{"name":"Adrian Davis","is_ca":false},{"name":"Diego De Leo","is_ca":false},{"name":"Louisa Degenhardt","is_ca":false},{"name":"Robert P. Dellavalle","is_ca":false},{"name":"Allyne Delossantos","is_ca":false},{"name":"Julie O. Denenberg","is_ca":false},{"name":"Sarah Derrett","is_ca":false},{"name":"Don C. Des Jarlais","is_ca":false},{"name":"Samath Dhamminda Dharmaratne","is_ca":false},{"name":"Mukesh Dherani","is_ca":false},{"name":"Cèsar Díaz‐Torné","is_ca":false},{"name":"Helen Dolk","is_ca":false},{"name":"E. Ray Dorsey","is_ca":false},{"name":"Tim Driscoll","is_ca":false},{"name":"Herbert C. Duber","is_ca":false},{"name":"Beth E. Ebel","is_ca":false},{"name":"Karen Edmond","is_ca":false},{"name":"Suad Eltahir Ali","is_ca":false},{"name":"Holly E Erskine","is_ca":false},{"name":"Patricia J. Erwin","is_ca":false},{"name":"Patricia Espindola","is_ca":false},{"name":"Stalin E Ewoigbokhan","is_ca":false},{"name":"Farshad Farzadfar","is_ca":false},{"name":"Valery L. Feigin","is_ca":false},{"name":"David T. Felson","is_ca":false},{"name":"Alize J Ferrari","is_ca":false},{"name":"Cleusa P. Ferri","is_ca":false},{"name":"Eric M. Fèvre","is_ca":false},{"name":"Mariel M. Finucane","is_ca":false},{"name":"Seth Flaxman","is_ca":false},{"name":"Louise Flood","is_ca":false},{"name":"Kyle J Foreman","is_ca":false},{"name":"Mohammad H. Forouzanfar","is_ca":false},{"name":"F.G.R. Fowkes","is_ca":false},{"name":"Richard C. Franklin","is_ca":false},{"name":"Marlene Fransen","is_ca":false},{"name":"Michael K Freeman","is_ca":false},{"name":"Belinda J. Gabbe","is_ca":false},{"name":"Sherine E. Gabriel","is_ca":false},{"name":"Emmanuela Gakidou","is_ca":false},{"name":"Hammad A. Ganatra","is_ca":false},{"name":"Bianca Garcia","is_ca":false},{"name":"Flavio Gaspari","is_ca":false},{"name":"Richard F Gillum","is_ca":false},{"name":"Gerhard Gmel","is_ca":false},{"name":"Richard A. Gosselin","is_ca":false},{"name":"Rebecca Grainger","is_ca":false},{"name":"Justina Groeger","is_ca":false},{"name":"Francis Guillemin","is_ca":false},{"name":"David Gunnell","is_ca":false},{"name":"Ramyani Gupta","is_ca":false},{"name":"Juanita A. Haagsma","is_ca":false},{"name":"Holly Hagan","is_ca":false},{"name":"Yara A. Halasa","is_ca":false},{"name":"Wayne Hall","is_ca":false},{"name":"Diana Haring","is_ca":false},{"name":"Josep María Haro","is_ca":false},{"name":"James Harrison","is_ca":false},{"name":"Rasmus Havmoeller","is_ca":false},{"name":"Roderick J. Hay","is_ca":false},{"name":"Hideki Higashi","is_ca":false},{"name":"Catherine Hill","is_ca":false},{"name":"Bruno Hoen","is_ca":false},{"name":"Howard J. Hoffman","is_ca":false},{"name":"Peter J. Hotez","is_ca":false},{"name":"Damian Hoy","is_ca":false},{"name":"John J. Huang","is_ca":false},{"name":"S Ibeanusi","is_ca":false},{"name":"Kathryn H. Jacobsen","is_ca":false},{"name":"Spencer L James","is_ca":false},{"name":"Deborah Jarvis","is_ca":false},{"name":"Rashmi Jasrasaria","is_ca":false},{"name":"Sudha Jayaraman","is_ca":false},{"name":"Nicole E. Johns","is_ca":false},{"name":"Jost B. Jonas","is_ca":false},{"name":"Ganesan Karthikeyan","is_ca":false},{"name":"Nicholas J Kassebaum","is_ca":false},{"name":"Norito Kawakami","is_ca":false},{"name":"Andre Keren","is_ca":false},{"name":"Jon‐Paul Khoo","is_ca":false},{"name":"Charles H. King","is_ca":false},{"name":"Lisa Marie Knowlton","is_ca":false},{"name":"Olive Kobusingye","is_ca":false},{"name":"Adofo Koranteng","is_ca":false},{"name":"Rita Krishnamurthi","is_ca":false},{"name":"Ratilal Lalloo","is_ca":false},{"name":"Laura L Laslett","is_ca":false},{"name":"Timothy Lathlean","is_ca":false},{"name":"Janet L Leasher","is_ca":false},{"name":"Yong Yi Lee","is_ca":false},{"name":"J. Paul Leigh","is_ca":false},{"name":"Stephen S Lim","is_ca":false},{"name":"Elizabeth Limb","is_ca":false},{"name":"John K. Lin","is_ca":false},{"name":"Michael S. Lipnick","is_ca":false},{"name":"Steven E. Lipshultz","is_ca":false},{"name":"Wei Liu","is_ca":false},{"name":"Maria Loane","is_ca":false},{"name":"Summer Lockett Ohno","is_ca":false},{"name":"Ronan A Lyons","is_ca":false},{"name":"Jixiang Ma","is_ca":false},{"name":"Jacqueline Mabweijano","is_ca":false},{"name":"Michael F MacIntyre","is_ca":false},{"name":"Reza Malekzadeh","is_ca":false},{"name":"Leslie Mallinger","is_ca":false},{"name":"Sivabalan Manivannan","is_ca":false},{"name":"Wagner Marcenes","is_ca":false},{"name":"Lyn March","is_ca":false},{"name":"David J Margolis","is_ca":false},{"name":"Guy B. Marks","is_ca":false},{"name":"Robin Marks","is_ca":false},{"name":"Akira Matsumori","is_ca":false},{"name":"Richard Matzopoulos","is_ca":false},{"name":"Bongani M. Mayosi","is_ca":false},{"name":"John H. McAnulty","is_ca":false},{"name":"Mary Mcdermott","is_ca":false},{"name":"Neil McGill","is_ca":false},{"name":"John J. McGrath","is_ca":false},{"name":"María Elena Medina‐Mora","is_ca":false},{"name":"Michele Meltzer","is_ca":false},{"name":"Ziad A. Memish","is_ca":false},{"name":"George A. Mensah","is_ca":false},{"name":"Tony R. Merriman","is_ca":false},{"name":"Ana‐Claire Meyer","is_ca":false},{"name":"Valeria Miglioli","is_ca":false},{"name":"Matthew Miller","is_ca":false},{"name":"Ted R. Miller","is_ca":false},{"name":"Philip B. Mitchell","is_ca":false},{"name":"Ana Olga Mocumbi","is_ca":false},{"name":"Terrie E. Moffitt","is_ca":false},{"name":"Ali A Mokdad","is_ca":false},{"name":"Lorenzo Monasta","is_ca":false},{"name":"Marcella Montico","is_ca":false},{"name":"Maziar Moradi‐Lakeh","is_ca":false},{"name":"Andrew Moran","is_ca":false},{"name":"Lídia Morawska","is_ca":false},{"name":"Rintaro Mori","is_ca":false},{"name":"Michele E Murdoch","is_ca":false},{"name":"Michael Mwaniki","is_ca":false},{"name":"Kovin Naidoo","is_ca":false},{"name":"Manisha Nair","is_ca":false},{"name":"Luigi Naldi","is_ca":false},{"name":"KM Venkat Narayan","is_ca":false},{"name":"Paul K Nelson","is_ca":false},{"name":"Robert G. Nelson","is_ca":false},{"name":"Michael C. Nevitt","is_ca":false},{"name":"Charles R. Newton","is_ca":false},{"name":"Sandra Nolte","is_ca":false},{"name":"Paul E. Norman","is_ca":false},{"name":"Rosana Norman","is_ca":false},{"name":"Martin O’Donnell","is_ca":false},{"name":"Simon J. O’Hanlon","is_ca":false},{"name":"Casey Olives","is_ca":false},{"name":"Saad B Omer","is_ca":false},{"name":"Katrina Ortblad","is_ca":false},{"name":"Richard H. Osborne","is_ca":false},{"name":"Doruk Ozgediz","is_ca":false},{"name":"Andrew Page","is_ca":false},{"name":"Bishnu Pahari","is_ca":false},{"name":"Jeyaraj Pandian","is_ca":false},{"name":"Andrea Rivero","is_ca":false},{"name":"Scott B. Patten","is_ca":true},{"name":"Neil Pearce","is_ca":false},{"name":"Rogelio Perez Padilla","is_ca":false},{"name":"Fernando Pérez-Ruiz","is_ca":false},{"name":"Norberto Perico","is_ca":false},{"name":"Konrad Pesudovs","is_ca":false},{"name":"David Phillips","is_ca":false},{"name":"Michael Phillips","is_ca":false},{"name":"Kelsey Pierce","is_ca":false},{"name":"Sébastien D. S. Pion","is_ca":false},{"name":"Guilherme V. Polanczyk","is_ca":false},{"name":"Suzanne Polinder","is_ca":false},{"name":"C Arden Pope","is_ca":false},{"name":"Svetlana Popova","is_ca":true},{"name":"Esteban Porrini","is_ca":false},{"name":"Farshad Pourmalek","is_ca":true},{"name":"Martin Prince","is_ca":false},{"name":"Rachel L. Pullan","is_ca":false},{"name":"K. D. Ramaiah","is_ca":false},{"name":"Dharani Ranganathan","is_ca":false},{"name":"Homie Razavi","is_ca":false},{"name":"Mathilda Regan","is_ca":false},{"name":"Jürgen T Rehm","is_ca":true},{"name":"David B. Rein","is_ca":false},{"name":"Kathryn Richardson","is_ca":false},{"name":"Frederick P. Rivara","is_ca":false},{"name":"Thomas Roberts","is_ca":false},{"name":"Carolyn Robinson","is_ca":false},{"name":"Felipe Rodríguez De León","is_ca":false},{"name":"Luca Ronfani","is_ca":false},{"name":"Robin Room","is_ca":false},{"name":"Lisa C Rosenfeld","is_ca":false},{"name":"Lesley Rushton","is_ca":false},{"name":"Ralph L. Sacco","is_ca":false},{"name":"Sukanta Saha","is_ca":false},{"name":"Uchechukwu K.A. Sampson","is_ca":false},{"name":"Lídia Sànchez-Riera","is_ca":false},{"name":"Ella Sanman","is_ca":false},{"name":"David C. Schwebel","is_ca":false},{"name":"James G. Scott","is_ca":false},{"name":"María Seguí‐Gómez","is_ca":false},{"name":"Saeid Shahraz","is_ca":false},{"name":"Donald S. Shepard","is_ca":false},{"name":"Hwashin Hyun Shin","is_ca":true},{"name":"Rupak Shivakoti","is_ca":false},{"name":"Donald H. Silberberg","is_ca":false},{"name":"David Singh","is_ca":false},{"name":"Gitanjali M Singh","is_ca":false},{"name":"Jasvinder A. Singh","is_ca":false},{"name":"Jessica Singleton","is_ca":false},{"name":"David A. Sleet","is_ca":false},{"name":"Karen Sliwa","is_ca":false},{"name":"Emma Smith","is_ca":false},{"name":"Jennifer L. Smith","is_ca":false},{"name":"Nicolas JC Stapelberg","is_ca":false},{"name":"Andrew C. Steer","is_ca":false},{"name":"Timothy J. Steiner","is_ca":false},{"name":"Wilma A. Stolk","is_ca":false},{"name":"Lars Jacob Stovner","is_ca":false},{"name":"Christopher R. Sudfeld","is_ca":false},{"name":"Sana Syed","is_ca":false},{"name":"Giorgio Tamburlini","is_ca":false},{"name":"Mohammad Tavakkoli","is_ca":false},{"name":"Hugh R. Taylor","is_ca":false},{"name":"Jennifer Taylor","is_ca":false},{"name":"William J. Taylor","is_ca":false},{"name":"Bernadette Thomas","is_ca":false},{"name":"W. Murray Thomson","is_ca":false},{"name":"George D. Thurston","is_ca":false},{"name":"Marcello Tonelli","is_ca":true},{"name":"Jeffrey A Towbin","is_ca":false},{"name":"Thomas Truelsen","is_ca":false},{"name":"Miltiadis K. Tsilimbaris","is_ca":false},{"name":"Clotilde Ubeda","is_ca":false},{"name":"Eduardo A. Undurraga","is_ca":false},{"name":"Marieke J van der Werf","is_ca":false},{"name":"Jim van Os","is_ca":false},{"name":"Monica S. Vavilala","is_ca":false},{"name":"Narayanaswamy Venketasubramanian","is_ca":false},{"name":"Mengru Wang","is_ca":false},{"name":"Wenzhi Wang","is_ca":false},{"name":"Kerrianne Watt","is_ca":false},{"name":"D. J. Weatherall","is_ca":false},{"name":"Martin A. Weinstock","is_ca":false},{"name":"Robert Weintraub","is_ca":false},{"name":"Marc G. Weisskopf","is_ca":false},{"name":"Myrna M. Weissman","is_ca":false},{"name":"Richard White","is_ca":false},{"name":"Harvey Whiteford","is_ca":false},{"name":"Steven Wiersma","is_ca":false},{"name":"James D. Wilkinson","is_ca":false},{"name":"Hywel C Williams","is_ca":false},{"name":"Sean RM Williams","is_ca":false},{"name":"Emma Witt","is_ca":false},{"name":"Frederick Wolfe","is_ca":false},{"name":"Anthony D. Woolf","is_ca":false},{"name":"Sarah Wulf","is_ca":false},{"name":"Pon-Hsiu Yeh","is_ca":false},{"name":"Anita K. M. Zaidi","is_ca":false},{"name":"Zhi-Jie Zheng","is_ca":false},{"name":"David Zonies","is_ca":false},{"name":"Alan D López","is_ca":false},{"name":"Christopher J L Murray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04115423921189428,"gpt":0.324352028729212,"spread":0.2831977895173177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003295171,0.001201956,0.003738886,0.003840976,0.0003047443,0.0007560019,0.0009481262,0.000966309,0.0007774634],"category_scores_gemma":[0.005770075,0.001069178,0.01226275,0.006303121,0.0003221231,0.0008818191,0.001334711,0.0009339903,0.0002100515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315624,"about_ca_system_score_gemma":0.001986653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08799394,"about_ca_topic_score_gemma":0.1421133,"domain_scores_codex":[0.9978009,0.000494697,0.0005734214,0.0005957375,0.0003599941,0.0001752003],"domain_scores_gemma":[0.9971201,0.0006845181,0.001210486,0.0002383632,0.0005572861,0.0001891945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003723648,0.00005101451,0.8557432,0.01714869,0.09474799,0.000256968,0.0003954079,0.001339228,0.0004329411,0.0002042062,0.008492687,0.01746393],"study_design_scores_gemma":[0.0005800665,0.0002019291,0.9411635,0.002018682,0.05090358,0.0002760714,0.0002403047,0.0004956537,0.0001267929,0.0001322606,0.003799592,0.00006150229],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6323445,0.2360565,0.001421114,0.0004959947,0.000294683,0.0002310171,0.1278666,0.000126439,0.001163177],"genre_scores_gemma":[0.9229296,0.04100095,0.000994633,0.0003834717,0.0001283227,0.000307216,0.03367526,0.00003258378,0.0005480155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08799394,"threshold_uncertainty_score":0.1749635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092170177","doi":"10.1016/j.jamda.2013.03.022","title":"Frailty Consensus: A Call to Action","year":2013,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4091,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of Toronto","funders":"European Geriatric Medicine Society; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Sanofi","keywords":"Medicine; Polypharmacy; Gerontology; Vulnerability (computing); Weight loss; Geriatrics; Disease; Stressor; Malnutrition; Physical therapy; Intensive care medicine; Psychiatry; Obesity; Internal medicine; Computer security","authors":[{"name":"John E. Morley","is_ca":false},{"name":"Bruno Vellas","is_ca":false},{"name":"Gabor Abellán van Kan","is_ca":false},{"name":"Stefan D. Anker","is_ca":false},{"name":"Roberto Bernabei","is_ca":false},{"name":"Matteo Cesari","is_ca":false},{"name":"Wm. Cameron Chumlea","is_ca":false},{"name":"Wolfram Doehner","is_ca":false},{"name":"Jonathan P Evans","is_ca":false},{"name":"Linda P. Fried","is_ca":false},{"name":"Jack M. Guralnik","is_ca":false},{"name":"Paul R. Katz","is_ca":true},{"name":"Theodore K. Malmstrom","is_ca":false},{"name":"Roger McCarter","is_ca":false},{"name":"Luis Miguel Gutiérrez‐Robledo","is_ca":false},{"name":"K. Rockwood","is_ca":true},{"name":"Stephan von Haehling","is_ca":false},{"name":"M. Vandewoude","is_ca":false},{"name":"Jeremy Walston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01933833259366207,"gpt":0.3164075609441503,"spread":0.2970692283504882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1215428,0.002228925,0.006943454,0.006092099,0.02733162,0.03192296,0.01453378,0.1819189,0.03434607],"category_scores_gemma":[0.1909824,0.002688255,0.007676256,0.003116257,0.03241142,0.04243333,0.03632003,0.1489932,0.008686355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01686204,"about_ca_system_score_gemma":0.1167881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104969,"about_ca_topic_score_gemma":0.01972948,"domain_scores_codex":[0.8959963,0.03926539,0.01315814,0.01008748,0.02397385,0.0175188],"domain_scores_gemma":[0.6180121,0.1504614,0.01566836,0.01250497,0.07233363,0.1310195],"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":[0.0001029366,0.0003026555,0.001111556,0.0005866705,0.000106177,0.0005366301,0.002739788,0.0001613302,0.0002264354,0.01312562,0.9593571,0.02164317],"study_design_scores_gemma":[0.0006383277,0.0001502573,0.002912004,0.00656574,0.0001372971,0.0005848922,0.02168658,0.0005657363,0.0001512763,0.09440637,0.8717409,0.0004606489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001570148,0.002219718,0.0002187949,0.9845577,0.01220398,0.00001060195,0.0000154648,0.00002649746,0.0005901337],"genre_scores_gemma":[0.007780415,0.00322608,0.00274353,0.9590641,0.02478277,0.0001862131,0.0001040764,0.00007180577,0.002040992],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1819189,"threshold_uncertainty_score":0.6427877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105092978","doi":"10.1186/1471-2318-8-24","title":"A standard procedure for creating a frailty index","year":2008,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3568,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"National Institute on Aging; Dalhousie University; Dalhousie Medical Research Foundation; Patrick and Catherine Weldon Donaghue Medical Research Foundation; Canadian Institutes of Health Research; American Federation for Aging Research; Robert Wood Johnson Foundation","keywords":"Medicine; Cohort; Confidence interval; Cohort study; Gerontology; Index (typography); Frailty Index; Standard error; Demography; Statistics; Internal medicine","authors":[{"name":"Samuel D. Searle","is_ca":true},{"name":"Arnold Mitnitski","is_ca":true},{"name":"Evelyne A. Gahbauer","is_ca":false},{"name":"Thomas M. Gill","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04686351625089819,"gpt":0.3026332573346992,"spread":0.255769741083801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02148735,0.002104383,0.001283174,0.006903492,0.001209788,0.002599526,0.002006873,0.001271098,0.01967091],"category_scores_gemma":[0.09024383,0.0008485649,0.003124516,0.005658344,0.0009358961,0.001810084,0.002958439,0.002751413,0.01495928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110172,"about_ca_system_score_gemma":0.003489259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049505,"about_ca_topic_score_gemma":0.002210956,"domain_scores_codex":[0.9820952,0.005898628,0.005022767,0.001789805,0.004852811,0.0003407474],"domain_scores_gemma":[0.9600593,0.0147062,0.003216611,0.008696433,0.01293169,0.0003896908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"design_other","study_design_scores_codex":[0.0005395139,0.0003213714,0.02897534,0.001211295,0.0004996488,0.0004420155,0.001529846,0.007072353,0.007244003,0.02810731,0.100701,0.8233564],"study_design_scores_gemma":[0.0005020709,0.001748162,0.06788063,0.001743392,0.0007137444,0.003815104,0.001403216,0.07689538,0.03282874,0.1115408,0.7001796,0.0007492322],"study_design_candidate":"design_other","study_design_consensus":"design_other","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007138958,0.0001726641,0.9703166,0.0003089508,0.0004362297,0.004685936,0.007588019,0.004104073,0.005248679],"genre_scores_gemma":[0.01467452,0.0002029337,0.9650809,0.000184572,0.0001407415,0.009021828,0.006352323,0.001293641,0.003048458],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02148735,"threshold_uncertainty_score":0.1136373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979434443","doi":"10.1016/s0140-6736(19)31786-6","title":"Frailty: implications for clinical practice and public health","year":2019,"lang":"en","type":"review","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3237,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital","funders":"World Health Organization","keywords":"Medicine; Gerontology; Vulnerability (computing); Public health; Psychological intervention; Population ageing; Stressor; Socioeconomic status; Health care; Population; Environmental health; Nursing; Psychiatry","authors":[{"name":"Emiel O. Hoogendijk","is_ca":false},{"name":"Jonathan Afilalo","is_ca":true},{"name":"Kristine E. Ensrud","is_ca":false},{"name":"Paul Kowal","is_ca":false},{"name":"Graziano Onder","is_ca":false},{"name":"Linda P. Fried","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5231563401984237,"gpt":0.5583258309132776,"spread":0.03516949071485387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004552255,0.001382287,0.005165047,0.004307901,0.0004864362,0.003075802,0.001571212,0.004031779,0.01238466],"category_scores_gemma":[0.01312033,0.0005771242,0.001945218,0.005890404,0.001124104,0.002389427,0.002310266,0.003970324,0.001801947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003876078,"about_ca_system_score_gemma":0.007893668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008539041,"about_ca_topic_score_gemma":0.02014016,"domain_scores_codex":[0.9985447,0.0003989359,0.0003165569,0.0001668903,0.000442897,0.0001300861],"domain_scores_gemma":[0.9911969,0.006286751,0.001159498,0.00009832974,0.000907296,0.000351266],"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":[0.0002320393,0.00004704433,0.0003234026,0.1439034,0.001214402,0.0001109415,0.0001276483,0.000308272,0.0001670223,0.005792685,0.09511738,0.7526558],"study_design_scores_gemma":[0.0003457534,0.0001773028,0.002969998,0.2242176,0.003114617,0.0004109343,0.0003751284,0.000149045,0.00007177208,0.00866028,0.7594377,0.00006991704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001934583,0.9978854,0.00002013848,0.001372444,0.0004712741,0.00000226343,0.00002674362,0.00000313571,0.0001991723],"genre_scores_gemma":[0.0004849861,0.9973317,0.00008797333,0.001401754,0.0005043034,0.000009933641,0.00002049668,0.000001326164,0.0001574842],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01238466,"threshold_uncertainty_score":0.04143077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2534656414","doi":"10.1186/s40814-016-0105-8","title":"CONSORT 2010 statement: extension to randomised pilot and feasibility trials","year":2016,"lang":"en","type":"editorial","venue":"Pilot and Feasibility Studies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2980,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Medical Research Council; University of Sheffield; National Institute for Health and Care Research; Chief Scientist Office; Cancer Research UK; Scottish Government; University of Aberdeen; Queen Mary University of London","keywords":"Consolidated Standards of Reporting Trials; Statement (logic); Extension (predicate logic); Medicine; Psychology; Randomized controlled trial; Computer science; Political science; Surgery; Law","authors":[{"name":"Sandra Eldridge","is_ca":false},{"name":"Claire Chan","is_ca":false},{"name":"Michael J. Campbell","is_ca":false},{"name":"Christine Bond","is_ca":false},{"name":"Sally Hopewell","is_ca":true},{"name":"Lehana Thabane","is_ca":true},{"name":"Gillian Lancaster","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2801160606290499,"gpt":0.4505016774336659,"spread":0.1703856168046161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5622545,0.006798176,0.009643588,0.0184122,0.003886647,0.01181432,0.0096743,0.01034156,0.04267885],"category_scores_gemma":[0.7274151,0.007308335,0.02090877,0.02240468,0.007165702,0.0119774,0.01255813,0.01835301,0.02466361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008663569,"about_ca_system_score_gemma":0.04479783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001777574,"about_ca_topic_score_gemma":0.002394106,"domain_scores_codex":[0.2642379,0.5733476,0.1286845,0.006858234,0.02434909,0.002522713],"domain_scores_gemma":[0.2080118,0.5594334,0.0594734,0.07139342,0.09739934,0.004288706],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007282976,0.0004201954,0.00232397,0.2207446,0.007877962,0.0007379203,0.006286798,0.003685171,0.0007895528,0.05615063,0.3785689,0.3151314],"study_design_scores_gemma":[0.01613193,0.001021191,0.003229953,0.1164692,0.004959587,0.001244895,0.001138357,0.005765243,0.001783037,0.09410553,0.753216,0.0009350672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"editorial","genre_scores_codex":[0.002393256,0.01904105,0.3758282,0.02212923,0.03379933,0.4812789,0.036001,0.009538487,0.01999045],"genre_scores_gemma":[0.0041786,0.005624776,0.2845713,0.003328043,0.001727397,0.6904568,0.006211412,0.001402236,0.002499442],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4377455,"threshold_uncertainty_score":0.5398182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129700906","doi":"10.1093/gerona/62.7.722","title":"Frailty in Relation to the Accumulation of Deficits","year":2007,"lang":"en","type":"review","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2959,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Index (typography); Vulnerability (computing); Gerontology; Relation (database); Variable (mathematics); Econometrics; Medicine; Statistics; Computer science; Mathematics; Data mining; Computer security","authors":[{"name":"Kenneth Rockwood","is_ca":true},{"name":"Arnold Mitnitski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3505988879789583,"gpt":0.4794710370385729,"spread":0.1288721490596146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005160765,0.0009224899,0.00203588,0.003666463,0.0002861403,0.001027793,0.000658614,0.001012631,0.002212371],"category_scores_gemma":[0.001589982,0.0002240965,0.0007668304,0.003134725,0.0006228885,0.001183119,0.0006977618,0.001017838,0.0007811744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007297947,"about_ca_system_score_gemma":0.00137195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272269,"about_ca_topic_score_gemma":0.002695841,"domain_scores_codex":[0.9997173,0.00006635562,0.00004843929,0.00004889902,0.0000980321,0.0000209082],"domain_scores_gemma":[0.999466,0.000312518,0.0001019027,0.000009845538,0.00008560877,0.00002411291],"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":[0.00007685813,0.00004882126,0.001242387,0.03740474,0.0003548831,0.0007556787,0.0003208907,0.0007632521,0.001027702,0.007880506,0.01599669,0.9341276],"study_design_scores_gemma":[0.00003711618,0.0002807803,0.01350509,0.03900538,0.001091441,0.01217377,0.0006836692,0.0004600656,0.001257362,0.01889936,0.9125016,0.0001043778],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001700303,0.9990649,0.00009808367,0.0001272694,0.00008666418,0.00000256609,0.000007427134,0.000002194653,0.0004408877],"genre_scores_gemma":[0.001349604,0.9981476,0.0001342502,0.00008382374,0.0001090787,0.000005196801,0.00001333864,5.800256e-7,0.0001565783],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003666463,"threshold_uncertainty_score":0.007401109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979340990","doi":"10.1016/s0140-6736(19)31785-4","title":"Management of frailty: opportunities, challenges, and future directions","year":2019,"lang":"en","type":"review","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1632,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Health and Medical Research Council","keywords":"Psychological intervention; Stressor; Gerontology; Medicine; Cognition; Identification (biology); Presentation (obstetrics); Psychology; Risk analysis (engineering); Nursing; Psychiatry","authors":[{"name":"Elsa Dent","is_ca":false},{"name":"Finbarr C. Martin","is_ca":false},{"name":"Howard Bergman","is_ca":true},{"name":"Jean Woo","is_ca":false},{"name":"Román Romero‐Ortuño","is_ca":false},{"name":"Jeremy Walston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2552588301098171,"gpt":0.3667942642855892,"spread":0.1115354341757721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003423474,0.001366841,0.004481799,0.002749509,0.0005096075,0.002801136,0.001738714,0.003303523,0.006461105],"category_scores_gemma":[0.006438539,0.0003930855,0.001571689,0.002948486,0.0009982545,0.003035277,0.001794878,0.004791339,0.001597508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002036088,"about_ca_system_score_gemma":0.00489698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004042863,"about_ca_topic_score_gemma":0.01125279,"domain_scores_codex":[0.9991397,0.0002293422,0.0001537571,0.00009658573,0.0002896705,0.00009093209],"domain_scores_gemma":[0.9949961,0.003306057,0.000535753,0.00005691847,0.0008346546,0.0002704983],"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":[0.0001651785,0.00006521001,0.0002320181,0.05001696,0.0003465001,0.0001090298,0.00009789808,0.000417526,0.000248427,0.004616055,0.05579804,0.8878871],"study_design_scores_gemma":[0.0001575923,0.0002292867,0.001909888,0.1073516,0.001042755,0.0008057209,0.0004690992,0.0003108412,0.00008998007,0.009485681,0.8780681,0.00007944872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001832286,0.9984246,0.00002825612,0.001083766,0.0002885061,0.000001496365,0.000008917082,0.000003170506,0.0001428849],"genre_scores_gemma":[0.0002306154,0.998533,0.00009021182,0.0006224562,0.0004159913,0.000004495719,0.00001020705,8.036769e-7,0.00009218631],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006461105,"threshold_uncertainty_score":0.02161455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103940618","doi":"10.1093/ageing/afl041","title":"Validity and reliability of the Edmonton Frail Scale","year":2006,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1621,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University; University of Alberta","funders":"Alberta Heritage Foundation for Medical Research; Canadian Institutes of Health Research; Dalhousie University; Fondation pour la Recherche Médicale; University of Alberta","keywords":"Medicine; Reliability (semiconductor); Scale (ratio); Reliability engineering; Gerontology; Cartography","authors":[{"name":"Darryl Rolfson","is_ca":true},{"name":"Sumit R. Majumdar","is_ca":true},{"name":"Ross T. Tsuyuki","is_ca":true},{"name":"Adeel Tahir","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01394344669253641,"gpt":0.2466100077311268,"spread":0.2326665610385904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0114857,0.0005799411,0.0007233201,0.002849477,0.0005334111,0.001242604,0.001242392,0.0008211515,0.002969193],"category_scores_gemma":[0.04295348,0.0003284484,0.001544182,0.0009538829,0.0009384999,0.00132521,0.002464226,0.001045341,0.0007431315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162052,"about_ca_system_score_gemma":0.001418981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007505259,"about_ca_topic_score_gemma":0.01102306,"domain_scores_codex":[0.9936795,0.001518745,0.0006936633,0.0008829394,0.002937759,0.000287535],"domain_scores_gemma":[0.9865454,0.006345551,0.002241261,0.0009015762,0.003092462,0.0008738814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000534938,0.0003336742,0.9248955,0.000195243,0.0004677311,0.00009274091,0.002012105,0.0008208213,0.000223139,0.001192101,0.00484663,0.06438537],"study_design_scores_gemma":[0.0000791673,0.0003443376,0.9890886,0.000332021,0.00007861207,0.0002173494,0.0007405228,0.002515473,0.0001143274,0.001568631,0.00486435,0.00005659645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714682,0.00292655,0.002058225,0.0007614973,0.0004333567,0.0004795856,0.001832212,0.00007798448,0.01996244],"genre_scores_gemma":[0.9927881,0.0006589241,0.003137141,0.0002063844,0.00009289708,0.0003073501,0.001148305,0.00002864324,0.001632245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9924948,"threshold_uncertainty_score":0.06074291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094113973","doi":"10.1001/archinternmed.2009.357","title":"Meta-analysis of the Impact of 9 Medication Classes on Falls in Elderly Persons","year":2009,"lang":"en","type":"review","venue":"Archives of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1328,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Meta-analysis; Internal medicine; Confidence interval","authors":[{"name":"John Woolcott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.111302918636253,"gpt":0.4138986292683643,"spread":0.3025957106321113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017284,0.003945353,0.0156867,0.007214564,0.0006815169,0.003098436,0.001765924,0.00243186,0.002470119],"category_scores_gemma":[0.03582558,0.001669601,0.06544129,0.005302501,0.0005446749,0.001502402,0.001487143,0.002130661,0.0002803315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002498845,"about_ca_system_score_gemma":0.002391325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008077174,"about_ca_topic_score_gemma":0.01220965,"domain_scores_codex":[0.9861861,0.008842829,0.002358359,0.001172555,0.001137848,0.0003022196],"domain_scores_gemma":[0.9837473,0.01242274,0.001967022,0.0007380293,0.0009131749,0.0002117858],"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":[0.002364422,0.00002673223,0.005288229,0.03055615,0.9552889,0.00008907379,0.0000227182,0.001115954,0.0001386872,0.00006626463,0.0002690614,0.0047738],"study_design_scores_gemma":[0.0004743496,0.0002215373,0.003146223,0.002575952,0.9924511,0.00005955992,0.00001232432,0.0003583077,0.00008576375,0.0001502272,0.0004525276,0.00001218351],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02229953,0.9731056,0.001942239,0.0003895556,0.0004741115,0.0003222671,0.00087545,0.00007541782,0.0005158799],"genre_scores_gemma":[0.5468574,0.4402501,0.007327263,0.001331341,0.0006192052,0.00131379,0.001598654,0.00006584566,0.0006364261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.017284,"threshold_uncertainty_score":0.09140766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108688205","doi":"10.1093/gerona/62.7.738","title":"A Comparison of Two Approaches to Measuring Frailty in Elderly People","year":2007,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1308,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; Capital District Health Authority","funders":"","keywords":"Gerontology; Psychology; Computer science; Medicine","authors":[{"name":"Kenneth Rockwood","is_ca":true},{"name":"Melissa K. Andrew","is_ca":true},{"name":"Arnold Mitnitski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.305865942598869,"gpt":0.396867582258481,"spread":0.091001639659612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03575002,0.001264963,0.001224237,0.008712319,0.000750781,0.002978558,0.001409152,0.001254464,0.001090493],"category_scores_gemma":[0.07961671,0.0005318254,0.002402403,0.004990875,0.001341902,0.002233884,0.003928018,0.001408084,0.0002635286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022149,"about_ca_system_score_gemma":0.002176296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146604,"about_ca_topic_score_gemma":0.01867578,"domain_scores_codex":[0.9655045,0.02198261,0.002102408,0.001951769,0.008028597,0.000430231],"domain_scores_gemma":[0.9539146,0.02823413,0.006090351,0.002114601,0.008630302,0.001015924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003951205,0.0003921576,0.8339676,0.001411006,0.004765004,0.00006362734,0.004341901,0.001793212,0.0005451896,0.003121249,0.00192381,0.143724],"study_design_scores_gemma":[0.000453082,0.00254016,0.9787577,0.000763127,0.001104086,0.0002510304,0.002928523,0.005284036,0.0004860619,0.003505548,0.003757216,0.0001694237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185508,0.01708572,0.04061679,0.00159387,0.0007734632,0.002145963,0.003039441,0.000165671,0.01602823],"genre_scores_gemma":[0.9529144,0.003982763,0.03620685,0.0005537889,0.0001960165,0.003009845,0.00190607,0.00004223566,0.001187988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03575002,"threshold_uncertainty_score":0.1890664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116358746","doi":"10.1093/gerona/gls119","title":"Searching for an Operational Definition of Frailty: A Delphi Method Based Consensus Statement. The Frailty Operative Definition-Consensus Conference Project","year":2012,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1189,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; McGill University; Jewish General Hospital","funders":"National Institutes of Health","keywords":"Delphi method; Statement (logic); Identification (biology); Delphi; Consensus conference; Set (abstract data type); Inclusion (mineral); Medicine; Psychology; Computer science; Artificial intelligence; Epistemology; Social psychology","authors":[{"name":"Leocadio Rodríguez‐Mañas","is_ca":false},{"name":"Catherine Féart","is_ca":false},{"name":"Giovanni E. Mann","is_ca":false},{"name":"José Viña","is_ca":false},{"name":"Somnath Chatterji","is_ca":false},{"name":"Wojtek Chodzko-Zajko","is_ca":false},{"name":"Magali González‐Colaço Harmand","is_ca":false},{"name":"Howard Bergman","is_ca":true},{"name":"Laure Carcaillon‐Bentata","is_ca":false},{"name":"Caroline Nicholson","is_ca":false},{"name":"Angelo Scuteri","is_ca":false},{"name":"Alan J. Sinclair","is_ca":false},{"name":"Martha Peláez","is_ca":false},{"name":"Tischa van der Cammen","is_ca":false},{"name":"François Béland","is_ca":true},{"name":"Jerome Bickenbach","is_ca":false},{"name":"Paul Delamarche","is_ca":false},{"name":"Luigi Ferrucci","is_ca":false},{"name":"Linda P. Fried","is_ca":false},{"name":"Luis Miguel Gutiérrez‐Robledo","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true},{"name":"Fernando Rodríguez‐Artalejo","is_ca":false},{"name":"Gaetano Serviddio","is_ca":false},{"name":"Enrique Vega","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.355846854171978,"gpt":0.4602800980573689,"spread":0.1044332438853909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2403338,0.00137923,0.001425047,0.006117653,0.004425186,0.00328383,0.003438936,0.004396257,0.00353157],"category_scores_gemma":[0.1846949,0.001583025,0.002134194,0.003397105,0.005555409,0.006422376,0.0164742,0.005458402,0.000730839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009668426,"about_ca_system_score_gemma":0.04051423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004211107,"about_ca_topic_score_gemma":0.002524413,"domain_scores_codex":[0.7889795,0.175021,0.01820724,0.003570456,0.009352542,0.004869277],"domain_scores_gemma":[0.8488144,0.1079974,0.006722135,0.003710963,0.02606258,0.006692525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001489086,0.0009566906,0.01899992,0.01901352,0.0004264566,0.001912375,0.5640134,0.00937374,0.01242449,0.03532391,0.05004511,0.2860214],"study_design_scores_gemma":[0.001518038,0.00221991,0.03490086,0.03894887,0.000485336,0.003216811,0.6192867,0.02919723,0.008408429,0.09876966,0.1618875,0.001160772],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4277719,0.008525332,0.3063883,0.07359661,0.00219353,0.1515546,0.002297684,0.0004721193,0.0271999],"genre_scores_gemma":[0.6052663,0.003224198,0.2935362,0.006238905,0.0001745736,0.08779068,0.00101706,0.0001356252,0.002616516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2403338,"threshold_uncertainty_score":0.9368036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970195980","doi":"10.1016/j.jacc.2013.09.070","title":"Frailty Assessment in the Cardiovascular Care of Older Adults","year":2013,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1152,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Medicine; Psychological intervention; Sarcopenia; Multidisciplinary approach; Gerontology; Disease; Vulnerability (computing); Intensive care medicine; Frailty syndrome; Physical therapy; Psychiatry; Internal medicine","authors":[{"name":"Jonathan Afilalo","is_ca":true},{"name":"Karen P. Alexander","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"Mathew S. Maurer","is_ca":false},{"name":"Philip Green","is_ca":false},{"name":"Larry A. Allen","is_ca":false},{"name":"Jeffrey J. Popma","is_ca":false},{"name":"Luigi Ferrucci","is_ca":false},{"name":"Daniel E. Forman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02809969680021085,"gpt":0.3337630817581007,"spread":0.3056633849578899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287074,0.000916367,0.003028807,0.003067318,0.0002747576,0.0008791516,0.0008752534,0.001005052,0.001598419],"category_scores_gemma":[0.004241067,0.0002932347,0.001546713,0.002174373,0.0003244894,0.0007892968,0.0008018555,0.001397687,0.0002603589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007276297,"about_ca_system_score_gemma":0.001792901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006861637,"about_ca_topic_score_gemma":0.01586314,"domain_scores_codex":[0.9995426,0.00008737141,0.0001222266,0.00006255358,0.0001559728,0.00002925395],"domain_scores_gemma":[0.9981403,0.001085912,0.0003618682,0.00001745263,0.0003019877,0.00009250693],"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":[0.0001482511,0.00008626112,0.00227509,0.04524146,0.0008199305,0.0001253405,0.00006367105,0.0001784403,0.0001669699,0.0003412639,0.01088224,0.939671],"study_design_scores_gemma":[0.0008057069,0.001206621,0.09864661,0.3148339,0.01709381,0.006414865,0.0008817748,0.001315168,0.0006891468,0.004516739,0.5532959,0.0002997222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001476368,0.9995707,0.00002481022,0.00007844671,0.000059045,0.000003967068,0.00001227681,0.000001428843,0.0001017666],"genre_scores_gemma":[0.0018339,0.9976539,0.0001525325,0.0001375657,0.000122826,0.000009273096,0.00002675634,4.382931e-7,0.00006286316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006861637,"threshold_uncertainty_score":0.01364338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099770557","doi":"10.1093/gerona/62.7.731","title":"Frailty: An Emerging Research and Clinical Paradigm--Issues and Controversies","year":2007,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; University of Calgary; McGill University; Jewish General Hospital","funders":"National Institutes of Health","keywords":"Engineering ethics; Management science; Psychology; Epistemology; Sociology; Economics; Engineering","authors":[{"name":"Howard Bergman","is_ca":true},{"name":"Leah M. Ferrucci","is_ca":false},{"name":"Jack M. Guralnik","is_ca":false},{"name":"David B. Hogan","is_ca":true},{"name":"S Hummel","is_ca":true},{"name":"Sathya Karunananthan","is_ca":true},{"name":"Christina Wolfson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2591726567571006,"gpt":0.5121084506542803,"spread":0.2529357938971797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03524794,0.001210239,0.003688468,0.005419305,0.004334657,0.0133644,0.004524397,0.01217089,0.003593121],"category_scores_gemma":[0.03278753,0.0005014036,0.00109003,0.007034165,0.03361898,0.02342745,0.008799722,0.01569599,0.0008173127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006513678,"about_ca_system_score_gemma":0.01292861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003177563,"about_ca_topic_score_gemma":0.005638814,"domain_scores_codex":[0.9925127,0.003892511,0.0009914142,0.0008548387,0.001313526,0.0004350909],"domain_scores_gemma":[0.9389389,0.0484181,0.002811623,0.001387705,0.005299164,0.003144589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00020633,0.0002189631,0.007762027,0.007888854,0.0001978104,0.001154054,0.01229961,0.0007086205,0.0005830722,0.3469179,0.07738883,0.5446739],"study_design_scores_gemma":[0.0000660444,0.000274914,0.00643034,0.01498978,0.0001313041,0.003674002,0.04005729,0.00104318,0.0002659529,0.6615687,0.2713331,0.0001653192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002006537,0.5664866,0.002698972,0.4220398,0.004691188,0.00001375951,0.00003290262,0.00002463864,0.002005567],"genre_scores_gemma":[0.08580181,0.7558748,0.008988039,0.1155839,0.03257806,0.0001303817,0.00008712826,0.00003993438,0.0009159556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03524794,"threshold_uncertainty_score":0.1864111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1524807258","doi":"10.1111/j.1532-5415.2010.02764.x","title":"Prevalence and 10‐Year Outcomes of Frailty in Older Adults in Relation to Deficit Accumulation","year":2010,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Institute for Biodiagnostics; Capital District Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Frailty Index; Hazard ratio; Confidence interval; Gerontology; Demography; Cohort study; Population; Prospective cohort study; Cohort; Geriatrics; Internal medicine; Environmental health","authors":[{"name":"Xiaowei Song","is_ca":true},{"name":"Arnold Mitnitski","is_ca":true},{"name":"Kenneth Rockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01695405761940444,"gpt":0.3075990725274371,"spread":0.2906450149080326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033838,0.0002787019,0.0003179802,0.001027352,0.000428433,0.0006326489,0.0006120761,0.0004460989,0.0009021978],"category_scores_gemma":[0.004069446,0.0002005918,0.0003292798,0.001039417,0.0003536818,0.000445942,0.000572593,0.000547106,0.0001331455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095116,"about_ca_system_score_gemma":0.001210481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1898752,"about_ca_topic_score_gemma":0.2447527,"domain_scores_codex":[0.9994341,0.00006272779,0.00005176516,0.0001108663,0.0001902275,0.0001503707],"domain_scores_gemma":[0.9975929,0.0001393787,0.001291455,0.00007762505,0.0005059373,0.0003927663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003832172,0.00001085515,0.9993755,0.000005560608,0.00003121577,0.00001649354,0.00003001144,0.00002438166,0.00002552188,0.000003627264,0.00004288249,0.0003955504],"study_design_scores_gemma":[0.000001613405,0.00001502644,0.99984,0.000003649492,0.000006346958,0.00003171243,0.00003466054,0.00003111997,0.000005551639,0.000003707706,0.00002530854,0.000001370107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998614,0.0003551715,0.00002753129,0.00003323727,0.000002470775,0.000007481436,0.0007441662,0.000002058602,0.0002138747],"genre_scores_gemma":[0.9989259,0.0001428393,0.00002867286,0.0000103807,0.000004428968,0.000005578509,0.000788509,6.931964e-7,0.00009314066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1898752,"threshold_uncertainty_score":0.37754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967619173","doi":"10.1007/bf02982161","title":"The I.A.N.A. task force on frailty assessment of older people in clinical practice","year":2008,"lang":"en","type":"review","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1088,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Jewish General Hospital","funders":"","keywords":"Pace; Institutionalisation; Medicine; Gerontology; Older people; Task (project management); MEDLINE; Psychology; Psychiatry","authors":[{"name":"Gabor Abellán van Kan","is_ca":false},{"name":"Yves Rolland","is_ca":false},{"name":"Howard Bergman","is_ca":true},{"name":"John E. Morley","is_ca":false},{"name":"Stephen B. Kritchevsky","is_ca":false},{"name":"Bruno Vellas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1070874546438424,"gpt":0.5001731870191309,"spread":0.3930857323752885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008819195,0.001275646,0.004978954,0.005499713,0.0006335141,0.00157605,0.002301735,0.001936012,0.003892347],"category_scores_gemma":[0.01569454,0.0005527204,0.002450642,0.005642687,0.000820995,0.001277419,0.001764809,0.002557237,0.002695739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002911027,"about_ca_system_score_gemma":0.01345726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01414229,"about_ca_topic_score_gemma":0.0239542,"domain_scores_codex":[0.99755,0.0004554734,0.0008164067,0.0001333335,0.0009130677,0.0001318238],"domain_scores_gemma":[0.9889039,0.00400022,0.002057218,0.0002135403,0.004241591,0.0005835326],"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":[0.000195836,0.00008897252,0.001534289,0.04429818,0.0003513884,0.00009137895,0.0001165312,0.0001669658,0.0002290784,0.0009165985,0.1446993,0.8073115],"study_design_scores_gemma":[0.0004444812,0.0002619447,0.02056263,0.175676,0.002349088,0.001180852,0.0002618471,0.0002837194,0.0004182354,0.002187688,0.7962905,0.00008301988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003317506,0.9897715,0.000449172,0.003894347,0.002167677,0.0003738989,0.0006844001,0.00003462087,0.002292542],"genre_scores_gemma":[0.001512071,0.9929045,0.001817107,0.0009812178,0.0005208289,0.0004874259,0.0007668089,0.000009998022,0.001000127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01414229,"threshold_uncertainty_score":0.04664093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093385449","doi":"10.1093/ageing/afaa219","title":"Prevalence of frailty in 62 countries across the world: a systematic review and meta-analysis of population-level studies","year":2020,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1072,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Meta-analysis; Population; Demography; Cochrane Library; CINAHL; Observational study; Gerontology; Confidence interval; Internal medicine; Psychological intervention; Environmental health","authors":[{"name":"Rónán Ó’Caoimh","is_ca":false},{"name":"Duygu Sezgin","is_ca":false},{"name":"Mark O’Donovan","is_ca":false},{"name":"D. William Molloy","is_ca":false},{"name":"Andrew Clegg","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true},{"name":"Aaron Liew","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2041001181406468,"gpt":0.4350718620999666,"spread":0.2309717439593198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.03457632,0.002507545,0.01951639,0.01566706,0.0007970245,0.004489111,0.002426073,0.002098316,0.00169325],"category_scores_gemma":[0.0779575,0.0019892,0.02915123,0.01470497,0.001105227,0.002848759,0.002265326,0.001471991,0.0001697706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003409749,"about_ca_system_score_gemma":0.004860472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007103855,"about_ca_topic_score_gemma":0.01667795,"domain_scores_codex":[0.9737423,0.01125656,0.0098407,0.002268366,0.002426858,0.0004651289],"domain_scores_gemma":[0.9227316,0.05715247,0.01375415,0.002042687,0.0038321,0.0004868906],"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":[0.001036636,0.00002087542,0.0176316,0.47723,0.4858133,0.0002131801,0.0002504034,0.0004039271,0.000194687,0.0001274439,0.0004935425,0.01658446],"study_design_scores_gemma":[0.0004094792,0.0002485127,0.0194301,0.09528778,0.8815137,0.0003768707,0.00017621,0.0001842283,0.0001714057,0.0002793291,0.001877134,0.00004536154],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006737636,0.9919044,0.0003719543,0.000167269,0.00006333698,0.0001611181,0.0004601507,0.00001400188,0.0001201312],"genre_scores_gemma":[0.1940059,0.7998956,0.003088637,0.0006723797,0.0001677841,0.001090756,0.0009478547,0.00002525384,0.0001058145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9804836,"threshold_uncertainty_score":0.1828593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054664500","doi":"10.1007/s12603-013-0367-2","title":"Cognitive frailty: Rational and definition from an (I.A.N.A./I.A.G.G.) International Consensus Group","year":2013,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1054,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Dementia; Cognition; Gerontology; Psychological intervention; Geriatrics; Quality of life (healthcare); Medicine; Cognitive decline; Psychology; Psychiatry; Disease; Psychotherapist","authors":[{"name":"Eirini Kelaiditi","is_ca":false},{"name":"Matteo Cesari","is_ca":false},{"name":"Marco Canevelli","is_ca":false},{"name":"Gabor Abellán van Kan","is_ca":false},{"name":"Pierre Jean Ousset","is_ca":false},{"name":"S. Gillette‐Guyonnet","is_ca":false},{"name":"Patrick Ritz","is_ca":false},{"name":"Françoise Duveau","is_ca":false},{"name":"M. Soto","is_ca":false},{"name":"Véronique Provencher","is_ca":true},{"name":"Fati Nourhashémi","is_ca":false},{"name":"Antoni Salvà","is_ca":false},{"name":"Philippe Robert","is_ca":false},{"name":"Sandrine Andrieu","is_ca":false},{"name":"Yves Rolland","is_ca":false},{"name":"J. Touchon","is_ca":false},{"name":"J. Fitten","is_ca":false},{"name":"Bruno Vellas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06646962860393311,"gpt":0.3525074276364488,"spread":0.2860377990325157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06864509,0.001907201,0.003256615,0.008277652,0.002357054,0.006322364,0.007219512,0.008450612,0.001729693],"category_scores_gemma":[0.05811536,0.0007983118,0.003363024,0.00518293,0.005273576,0.005343205,0.007110523,0.01575772,0.001253282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008587482,"about_ca_system_score_gemma":0.02781096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009069313,"about_ca_topic_score_gemma":0.01487554,"domain_scores_codex":[0.975705,0.00745409,0.007503614,0.001243634,0.007216076,0.0008776688],"domain_scores_gemma":[0.9627912,0.01116095,0.002704334,0.0009842188,0.01935783,0.003001534],"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":[0.0004152998,0.0003001199,0.00984974,0.01148596,0.0005098698,0.0006848053,0.00546852,0.001583379,0.00112821,0.05275478,0.4759468,0.4398724],"study_design_scores_gemma":[0.000534807,0.0004622713,0.02379154,0.0993453,0.001248846,0.00220849,0.01082864,0.002478987,0.001110402,0.1020367,0.7555137,0.0004402451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004725219,0.2285693,0.02157991,0.698225,0.03316835,0.0009235485,0.001047356,0.0001200359,0.01164125],"genre_scores_gemma":[0.1648162,0.352386,0.1962452,0.2326125,0.02978905,0.006962578,0.006492435,0.0003342082,0.01036184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06864509,"threshold_uncertainty_score":0.3630342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768407667","doi":"10.1016/j.jamcollsurg.2017.11.005","title":"New 5-Factor Modified Frailty Index Using American College of Surgeons NSQIP Data","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1050,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Frailty Index; Logistic regression; Index (typography); Predictive value; Predictive power; Surgery; Emergency medicine; Demography; Gerontology; Internal medicine","authors":[{"name":"Sneha Subramaniam","is_ca":false},{"name":"Jeffrey J. Aalberg","is_ca":false},{"name":"Rainier P. Soriano","is_ca":false},{"name":"Celia M. Divino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08560876854663658,"gpt":0.3418519043721904,"spread":0.2562431358255539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003213402,0.0008642428,0.0009039927,0.004726334,0.0003696546,0.0009892432,0.001028575,0.0003620883,0.00236234],"category_scores_gemma":[0.01431759,0.0002274546,0.001885381,0.003322878,0.0001952367,0.001057291,0.001162382,0.001210922,0.0005302936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637255,"about_ca_system_score_gemma":0.001772372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0295169,"about_ca_topic_score_gemma":0.01999633,"domain_scores_codex":[0.9983187,0.0003185279,0.0003136836,0.0002716295,0.0006452157,0.000132279],"domain_scores_gemma":[0.9957702,0.0009120178,0.00158156,0.0002770614,0.001150477,0.0003087576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003205265,0.0001075497,0.9650468,0.0001064934,0.0005873403,0.00008483611,0.00006769189,0.004737804,0.0001172532,0.0003592949,0.006205855,0.02225868],"study_design_scores_gemma":[0.0001140343,0.0003725056,0.9179077,0.0001670688,0.0003094752,0.0003349213,0.0001318637,0.07339299,0.0003362883,0.001598947,0.005263171,0.00007107571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9238803,0.002506011,0.02406542,0.0008160604,0.0002865533,0.0007279664,0.04001644,0.0005147553,0.007186432],"genre_scores_gemma":[0.967014,0.0004446842,0.01133211,0.0001054913,0.00008070614,0.0005457384,0.0197606,0.0000401232,0.0006765678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0295169,"threshold_uncertainty_score":0.05869019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979222282","doi":"10.1007/s12603-019-1273-z","title":"Physical Frailty: ICFSR International Clinical Practice Guidelines for Identification and Management","year":2019,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1017,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Queen's University; Université du Québec à Montréal; University of Alberta","funders":"French Dairy Interbranch Organization; Mylan; Radius Health; Les Laboratories Pierre Fabre","keywords":"Medicine; Context (archaeology); Polypharmacy; Sarcopenia; Geriatrics; Gerontology; Intensive care medicine; Psychiatry","authors":[{"name":"Elsa Dent","is_ca":false},{"name":"John E. Morley","is_ca":false},{"name":"Alfonso J. Cruz‐Jentoft","is_ca":false},{"name":"Linda J. Woodhouse","is_ca":true},{"name":"Leocadio Rodríguez‐Mañas","is_ca":false},{"name":"Linda P. Fried","is_ca":false},{"name":"Jean Woo","is_ca":false},{"name":"Iván Aprahamian","is_ca":false},{"name":"Angela M. Sanford","is_ca":false},{"name":"J. Lundy","is_ca":false},{"name":"Francesco Landi","is_ca":false},{"name":"John Beilby","is_ca":false},{"name":"Finbarr C. Martin","is_ca":false},{"name":"Jürgen M. Bauer","is_ca":false},{"name":"Luigi Ferrucci","is_ca":false},{"name":"Reshma Aziz Merchant","is_ca":false},{"name":"Birong Dong","is_ca":false},{"name":"Hidenori Arai","is_ca":false},{"name":"Emiel O. Hoogendijk","is_ca":false},{"name":"Chang Won Won","is_ca":false},{"name":"Angela Marie Abbatecola","is_ca":false},{"name":"Tommy Cederholm","is_ca":false},{"name":"Timo Strandberg","is_ca":false},{"name":"Luis Miguel Gutiérrez‐Robledo","is_ca":false},{"name":"Leon Flicker","is_ca":false},{"name":"Shalender Bhasin","is_ca":false},{"name":"Mylène Aubertin‐Leheudre","is_ca":true},{"name":"Heike A. Bischoff‐Ferrari","is_ca":false},{"name":"Jack M. Guralnik","is_ca":false},{"name":"John Muscedere","is_ca":true},{"name":"M. Pahor","is_ca":false},{"name":"Jorge G. Ruiz","is_ca":false},{"name":"Ahmed Negm","is_ca":true},{"name":"Jean‐Yves Reginster","is_ca":false},{"name":"Debra L. Waters","is_ca":false},{"name":"Bruno Vellas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1422889046563351,"gpt":0.5056934036305522,"spread":0.3634044989742171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03233222,0.003638641,0.005197969,0.01357669,0.002340867,0.004366958,0.008327934,0.01180081,0.01426532],"category_scores_gemma":[0.09965672,0.001616154,0.00958797,0.008621256,0.001852134,0.003215454,0.006626278,0.01358198,0.01156467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105973,"about_ca_system_score_gemma":0.0441704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03671284,"about_ca_topic_score_gemma":0.03882072,"domain_scores_codex":[0.9667398,0.01183932,0.009784636,0.001139246,0.009077297,0.001419747],"domain_scores_gemma":[0.9219649,0.02016953,0.0113439,0.001631951,0.04209971,0.002790039],"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":[0.0001834396,0.0003685872,0.001480466,0.02258953,0.0003479713,0.0002214548,0.0006369162,0.00101906,0.0002190011,0.003563821,0.6753542,0.2940156],"study_design_scores_gemma":[0.001196736,0.000277666,0.009853789,0.2509398,0.001228317,0.000835626,0.0006667201,0.001481966,0.0003680761,0.009079415,0.7238349,0.0002368341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002596039,0.4382083,0.07183849,0.2587383,0.0294975,0.05143993,0.03386249,0.00228846,0.1115305],"genre_scores_gemma":[0.01886346,0.3903119,0.3410183,0.06138971,0.006698713,0.08812298,0.06366383,0.0006363617,0.02929482],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03671284,"threshold_uncertainty_score":0.1709912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033839954","doi":"10.1016/j.cger.2010.08.008","title":"Frailty Defined by Deficit Accumulation and Geriatric Medicine Defined by Frailty","year":2010,"lang":"en","type":"article","venue":"Clinics in Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":991,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Compromise; Geriatrics; Gerontology; Function (biology); Intensive care medicine; Psychiatry","authors":[{"name":"Kenneth Rockwood","is_ca":true},{"name":"Arnold Mitnitski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05177224066464654,"gpt":0.3587653502715243,"spread":0.3069931096068778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005621141,0.0005664401,0.0007302177,0.002049672,0.000589591,0.0008526049,0.0003933081,0.0006147891,0.002643222],"category_scores_gemma":[0.002970815,0.0001236729,0.0005885611,0.001986007,0.0005615743,0.0009188014,0.001427348,0.0008007735,0.0001854719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000831636,"about_ca_system_score_gemma":0.001383665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0110425,"about_ca_topic_score_gemma":0.01628789,"domain_scores_codex":[0.9995862,0.00007591565,0.00008298246,0.00004310632,0.0000886889,0.0001232708],"domain_scores_gemma":[0.9988977,0.00009866049,0.0004784996,0.00002803662,0.0001132184,0.0003839254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003438932,0.0001279056,0.9861882,0.0001269352,0.0001282501,0.0005940907,0.0008035272,0.0001892931,0.0003454895,0.002223448,0.001466444,0.007462434],"study_design_scores_gemma":[0.00003180556,0.0001824717,0.9928908,0.0001140234,0.00006850426,0.001589671,0.0008334988,0.0004089172,0.00004038457,0.002451994,0.001375179,0.00001276246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845313,0.004465884,0.000353346,0.0007972638,0.0001136351,0.00006811653,0.001289953,0.000005970489,0.008374466],"genre_scores_gemma":[0.9973004,0.0007376786,0.0002544008,0.0001628844,0.0000843875,0.00004961699,0.0009301873,0.000001597813,0.0004788169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0110425,"threshold_uncertainty_score":0.02195644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081828321","doi":"10.5770/cgj.23.463","title":"Using the Clinical Frailty Scale in Allocating Scarce Health Care Resources","year":2020,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":886,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Scale (ratio); Triage; Clinical judgement; Health care; Gerontology; Judgement; Medical emergency; Intensive care medicine","authors":[{"name":"Kenneth Rockwood","is_ca":true},{"name":"Olga Theou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1027268490009613,"gpt":0.3679108934178658,"spread":0.2651840444169046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009770437,0.0006762716,0.0006924965,0.002670493,0.0008194588,0.002153805,0.001065353,0.0009924769,0.004396611],"category_scores_gemma":[0.03143751,0.0002726379,0.0007792558,0.002087318,0.001010678,0.002497975,0.001572328,0.001942204,0.0009450764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003367078,"about_ca_system_score_gemma":0.006434209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06724419,"about_ca_topic_score_gemma":0.1344908,"domain_scores_codex":[0.9951315,0.002073707,0.0007144574,0.0002003768,0.001652031,0.0002279113],"domain_scores_gemma":[0.9946148,0.002154871,0.0007441405,0.0001910828,0.001707836,0.0005873102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004500241,0.0002169159,0.1316678,0.00148804,0.0002362842,0.0005990072,0.004950763,0.002170938,0.0007311113,0.008449838,0.2169175,0.6321217],"study_design_scores_gemma":[0.0005759525,0.00121488,0.5712631,0.01060888,0.0003708967,0.002597977,0.008416517,0.008294534,0.001573213,0.03041454,0.3638699,0.0007996094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4083963,0.07095276,0.1116821,0.1155991,0.01055429,0.006214325,0.01442751,0.002453217,0.2597204],"genre_scores_gemma":[0.6994675,0.03338307,0.227543,0.01007017,0.001206788,0.003523875,0.005239843,0.0003882902,0.01917739],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06724419,"threshold_uncertainty_score":0.1337056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2728404809","doi":"10.1007/s00134-017-4867-0","title":"The impact of frailty on intensive care unit outcomes: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":862,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; McMaster University; University of Alberta; Kingston General Hospital; Queen's University","funders":"Canadian Institutes of Health Research; Government of Canada; Canadian Frailty Network; Dalhousie University; Nova Scotia Health Research Foundation; Alzheimer Society; H. Lundbeck A/S; Pfizer; Dalhousie Medical Research Foundation; Pfizer Canada; Sanofi; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Meta-analysis; Observational study; Intensive care unit; MEDLINE; CINAHL; Emergency medicine; Systematic review; Relative risk; Anesthesiology; Cohort study; Intensive care medicine; Internal medicine; Psychological intervention; Confidence interval","authors":[{"name":"John Muscedere","is_ca":true},{"name":"Braden Waters","is_ca":true},{"name":"Aditya Varambally","is_ca":false},{"name":"Sean M. Bagshaw","is_ca":true},{"name":"J. Gordon Boyd","is_ca":true},{"name":"David M. Maslove","is_ca":true},{"name":"Stephanie Sibley","is_ca":true},{"name":"Kenneth Rockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2722813131764767,"gpt":0.4811465635294969,"spread":0.2088652503530202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0186541,0.002994891,0.02226333,0.008658041,0.0007334086,0.003589266,0.002508841,0.002209193,0.003023094],"category_scores_gemma":[0.03781638,0.001707357,0.03954367,0.009715195,0.0007775764,0.002163381,0.001785978,0.001902495,0.0002791127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003412768,"about_ca_system_score_gemma":0.004303748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007839505,"about_ca_topic_score_gemma":0.01721254,"domain_scores_codex":[0.9893635,0.004914274,0.003102506,0.001049424,0.001227453,0.0003428783],"domain_scores_gemma":[0.973821,0.01928534,0.003984071,0.0007496656,0.001857361,0.0003026019],"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":[0.001168886,0.00002155831,0.003325699,0.3848583,0.5998594,0.0001334056,0.00008706751,0.0005289057,0.0001423602,0.00009692615,0.000465473,0.009312057],"study_design_scores_gemma":[0.0003488424,0.0001397501,0.003502799,0.0287541,0.9656578,0.00009912414,0.0000368941,0.0002089257,0.00008640156,0.0001463321,0.0009966159,0.00002243024],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004311294,0.994023,0.0005165492,0.0001596863,0.00009541772,0.0002967819,0.0004013019,0.00002170209,0.0001741781],"genre_scores_gemma":[0.1479554,0.8455638,0.002776885,0.0007508362,0.0002458163,0.00160463,0.0007906178,0.00003203178,0.0002799832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02226333,"threshold_uncertainty_score":0.09865344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092057453","doi":"10.1186/s12877-020-01801-7","title":"A scoping review of the Clinical Frailty Scale","year":2020,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":845,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Dalhousie University; Canadian Geriatrics Society","keywords":"Medicine; CINAHL; MEDLINE; PsycINFO; Comorbidity; Cochrane Library; Scopus; Meta-analysis; Gerontology; Psychiatry; Internal medicine; Psychological intervention","authors":[{"name":"Sophie Church","is_ca":true},{"name":"Emily Rogers","is_ca":true},{"name":"Kenneth Rockwood","is_ca":true},{"name":"Olga Theou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.192795926460132,"gpt":0.452253432333487,"spread":0.259457505873355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02262188,0.002247233,0.007387435,0.03481061,0.001757072,0.004649771,0.003052844,0.003870885,0.006850704],"category_scores_gemma":[0.1081717,0.001598179,0.007026209,0.02854778,0.001757086,0.004487786,0.003442559,0.002019701,0.0008483507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008257415,"about_ca_system_score_gemma":0.0254893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177286,"about_ca_topic_score_gemma":0.02278427,"domain_scores_codex":[0.9817383,0.005508333,0.007887125,0.000893532,0.0035418,0.0004309071],"domain_scores_gemma":[0.931605,0.04831756,0.009707467,0.0009301107,0.008934642,0.0005052051],"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":[0.00009497248,0.00002174177,0.0004956133,0.9046848,0.00142257,0.0001524686,0.0006813377,0.0001377439,0.000115991,0.000676635,0.00577488,0.08574136],"study_design_scores_gemma":[0.00002702628,0.00004433043,0.001042145,0.9775516,0.003427636,0.0001473652,0.0002474714,0.00003959033,0.00004129191,0.0002440314,0.01717054,0.00001694069],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005976261,0.9963762,0.0002431735,0.0006151941,0.0002847798,0.0007160135,0.0004031219,0.000009658114,0.0007541644],"genre_scores_gemma":[0.005647078,0.9899176,0.001066875,0.0005998701,0.000159895,0.001950801,0.0004299851,0.00000805729,0.000219821],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03481061,"threshold_uncertainty_score":0.1196374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155858865","doi":"10.1093/ageing/aft160","title":"The frailty phenotype and the frailty index: different instruments for different purposes","year":2013,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":807,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Frailty Index; Medicine; Gerontology; Psychological intervention; Index (typography); Geriatrics; Computer science; Nursing","authors":[{"name":"Matteo Cesari","is_ca":false},{"name":"Giovanni Gambassi","is_ca":false},{"name":"Gabor Abellán van Kan","is_ca":false},{"name":"Bruno Vellas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02373791322983223,"gpt":0.262597823343058,"spread":0.2388599101132258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07930372,0.001376646,0.003394982,0.005748115,0.0008149042,0.005798108,0.00249578,0.003653729,0.00196727],"category_scores_gemma":[0.1810658,0.0007742451,0.00217705,0.006498602,0.008139027,0.007462056,0.00478945,0.005220809,0.0004823883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937395,"about_ca_system_score_gemma":0.002637242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001368438,"about_ca_topic_score_gemma":0.001313567,"domain_scores_codex":[0.9134214,0.06173784,0.009629671,0.003001559,0.01124533,0.0009641957],"domain_scores_gemma":[0.9051407,0.06811092,0.008349049,0.006729584,0.00985482,0.001814838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002790049,0.0004319346,0.1853518,0.004931035,0.001453925,0.0003271068,0.01166177,0.001803291,0.002179104,0.1597333,0.01255559,0.6167811],"study_design_scores_gemma":[0.0009291235,0.003839223,0.536141,0.01456326,0.002282727,0.002980038,0.008215611,0.008774738,0.004835905,0.3140289,0.1020122,0.001397271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2349111,0.1592864,0.4238375,0.1249478,0.01138248,0.003426686,0.003346592,0.0008259118,0.03803557],"genre_scores_gemma":[0.6442353,0.02871224,0.2905498,0.01882314,0.003936888,0.008404209,0.001277184,0.0003453712,0.003716007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07930372,"threshold_uncertainty_score":0.4194032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765621914","doi":"10.1016/j.jacc.2017.06.024","title":"Frailty in Older Adults Undergoing Aortic Valve Replacement","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":788,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute; Université de Montréal; Centre Hospitalier de l’Université de Montréal; University of Manitoba; Jewish General Hospital; St. Boniface Hospital; St. Michael's Hospital; McGill University; Hôpital du Sacré-Cœur de Montréal; University of Ottawa; McGill University Health Centre; University of Toronto; Hamilton Health Sciences; McMaster University; St. Paul's Hospital; Population Health Research Institute","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Valve replacement; Aortic valve replacement; Cohort; Prospective cohort study; Internal medicine; Cardiology; Gerontology; Stenosis","authors":[{"name":"Jonathan Afilalo","is_ca":true},{"name":"Sandra Lauck","is_ca":true},{"name":"Dae Hyun Kim","is_ca":false},{"name":"Thierry Lefèvre","is_ca":false},{"name":"Nicolò Piazza","is_ca":true},{"name":"Kevin Lachapelle","is_ca":true},{"name":"Giuseppe Martucci","is_ca":true},{"name":"André Lamy","is_ca":true},{"name":"Marino Labinaz","is_ca":true},{"name":"Mark D. Peterson","is_ca":true},{"name":"Rakesh C. Arora","is_ca":true},{"name":"Nicolas Noiseux","is_ca":true},{"name":"Andrew N. Rassi","is_ca":false},{"name":"Igor F. Palacios","is_ca":false},{"name":"Philippe Généreux","is_ca":true},{"name":"Brian R. Lindman","is_ca":false},{"name":"Anita Asgar","is_ca":true},{"name":"Caroline A. Kim","is_ca":false},{"name":"Amanda Trnkus","is_ca":true},{"name":"José Morais","is_ca":true},{"name":"Yves Langlois","is_ca":true},{"name":"Lawrence Rudski","is_ca":true},{"name":"Jean‐François Morin","is_ca":true},{"name":"Jeffrey J. Popma","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Louis P. Perrault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01786904823858871,"gpt":0.3023313062775628,"spread":0.2844622580389741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005224053,0.0004101275,0.0006656906,0.001097122,0.000766455,0.0007689701,0.0003198656,0.0008429158,0.002007234],"category_scores_gemma":[0.003863518,0.0002521148,0.0008080224,0.001014534,0.0003507633,0.0008536218,0.001041289,0.001258126,0.0001769971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004066171,"about_ca_system_score_gemma":0.0004416037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351764,"about_ca_topic_score_gemma":0.02275779,"domain_scores_codex":[0.999633,0.0000576679,0.00007558141,0.00004497948,0.00008022858,0.0001086908],"domain_scores_gemma":[0.9987226,0.000130664,0.0005093545,0.00003699818,0.0001511533,0.0004491665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270359,0.00008225136,0.9957107,0.00003654183,0.0001027831,0.0002439397,0.0001752921,0.00003709608,0.00006101896,0.0000241236,0.0002390764,0.003160133],"study_design_scores_gemma":[0.000007340697,0.0001097683,0.9989812,0.00003302134,0.00004913235,0.0002381151,0.0002925837,0.0000797846,0.000007213594,0.00004129239,0.0001550613,0.000005497503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950111,0.002501477,0.00005990663,0.0004745515,0.00008967639,0.00001480421,0.0003288718,0.000002910121,0.001516719],"genre_scores_gemma":[0.9982943,0.0007670211,0.00004540434,0.0002010145,0.0001004343,0.000008726175,0.0003223135,0.000001081679,0.0002596371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01351764,"threshold_uncertainty_score":0.02687794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968963305","doi":"10.1016/j.jacc.2010.06.039","title":"Gait Speed as an Incremental Predictor of Mortality and Major Morbidity in Elderly Patients Undergoing Cardiac Surgery","year":2010,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":754,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute; Hôtel-Dieu de Montréal; Université de Montréal; McGill University; Jewish General Hospital","funders":"Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Medicine; Gait; Odds ratio; Confidence interval; Prospective cohort study; Cohort; Cardiac surgery; Cohort study; Surgery; Internal medicine; Cardiology; Physical therapy","authors":[{"name":"Jonathan Afilalo","is_ca":true},{"name":"Mark J. Eisenberg","is_ca":true},{"name":"Jean‐François Morin","is_ca":true},{"name":"Howard Bergman","is_ca":true},{"name":"Johanne Monette","is_ca":true},{"name":"Nicolas Noiseux","is_ca":true},{"name":"Louis P. Perrault","is_ca":true},{"name":"Karen P. Alexander","is_ca":false},{"name":"Yves Langlois","is_ca":true},{"name":"Nandini Dendukuri","is_ca":true},{"name":"Patrick Chamoun","is_ca":true},{"name":"Georges Kasparian","is_ca":true},{"name":"Sophie Robichaud","is_ca":true},{"name":"S. Michael Gharacholou","is_ca":false},{"name":"Jean-François Boivin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02023654594102401,"gpt":0.2859263675745033,"spread":0.2656898216334793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006545528,0.0006701183,0.000724389,0.0008396591,0.0003542602,0.0008873414,0.0004404465,0.0008982244,0.001085443],"category_scores_gemma":[0.003831271,0.0003518907,0.0008419657,0.0007327456,0.0003116677,0.000636347,0.0006532267,0.001222981,0.000215751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172159,"about_ca_system_score_gemma":0.0005355582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003028313,"about_ca_topic_score_gemma":0.004423577,"domain_scores_codex":[0.9997451,0.00006905813,0.00004056536,0.00003514395,0.00004407946,0.00006606335],"domain_scores_gemma":[0.9981201,0.0005315735,0.0004332029,0.0001154973,0.000201021,0.0005985454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002817261,0.00005514202,0.9983019,0.000005554264,0.00007635711,0.00006048236,0.00001893171,0.00006836642,0.000128832,0.000007457596,0.0000532964,0.0009419794],"study_design_scores_gemma":[0.00001240638,0.0001963062,0.9987777,0.000004040854,0.00007609407,0.0001201464,0.00006831823,0.0006498406,0.00003257389,0.00002588052,0.00003185873,0.000004738667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992467,0.0002341048,0.00005477252,0.00006571555,0.00002702169,0.000004244046,0.0001111597,0.000003686693,0.000252535],"genre_scores_gemma":[0.9994674,0.0001119351,0.00007399794,0.00002734375,0.00004325005,0.000003668937,0.0001871767,0.000001272707,0.00008399791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003028313,"threshold_uncertainty_score":0.00602138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1502716447","doi":"10.1186/1471-2318-2-1","title":"Frailty, fitness and late-life mortality in relation to chronological and biological age","year":2002,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":722,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of British Columbia; Polytechnique Montréal","funders":"Medical Research Council Canada; Health Canada; Medical Research Council; Pfizer Canada; University of Ottawa; Pfizer","keywords":"Frailty Index; Medicine; Gerontology; Demography; Index (typography); Cohort; Senescence; Proportional hazards model; Linear regression; National Death Index; Internal medicine; Confidence interval; Statistics","authors":[{"name":"Arnold B. Mitnitski","is_ca":true},{"name":"Janice Graham","is_ca":true},{"name":"Alexander Mogilner","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1139798554853705,"gpt":0.3115056411772857,"spread":0.1975257856919153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081282,0.0002510163,0.0002429418,0.0008897959,0.0004931291,0.0004760937,0.0003664173,0.0003160829,0.00123591],"category_scores_gemma":[0.005094141,0.0001031312,0.0002585087,0.0009666622,0.0004286653,0.0002014005,0.0004293566,0.0005030531,0.0000899384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00153671,"about_ca_system_score_gemma":0.001997796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3782313,"about_ca_topic_score_gemma":0.4010389,"domain_scores_codex":[0.9997833,0.00003291073,0.00001110189,0.00003618993,0.00006820205,0.00006836733],"domain_scores_gemma":[0.9985853,0.0002305008,0.0004393519,0.00007313836,0.0003013161,0.0003704125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001288256,0.00001323748,0.9964624,0.00001420926,0.00005300949,0.00002062393,0.0000928479,0.0001463654,0.00006572748,0.00003904543,0.00008914758,0.002874577],"study_design_scores_gemma":[0.000001589451,0.00001565003,0.9997458,0.000002947607,0.000007735818,0.00001866803,0.00001900426,0.0000993738,0.00001083566,0.00002488497,0.00005247115,0.000001164232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986332,0.0005401703,0.0000867385,0.00007386175,0.000002698889,0.000007419211,0.0003418065,0.000002835417,0.000311198],"genre_scores_gemma":[0.9992811,0.0001272049,0.00009019007,0.00001168763,0.000003514052,0.000004417877,0.0003274626,6.964132e-7,0.0001538123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3782313,"threshold_uncertainty_score":0.7520594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030265211","doi":"10.1111/j.1532-5415.2011.03597.x","title":"The Identification of Frailty: A Systematic Literature Review","year":2011,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":707,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Jewish General Hospital; Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research; Réseau québécois de recherche sur le vieillissement; Max Bell Foundation","keywords":"Medicine; Gerontology; MEDLINE; Mood; Systematic review; Geriatrics; Identification (biology); Institutionalisation; Cognition; Quality of life (healthcare); Dementia; Inclusion (mineral); Disease; Psychiatry; Psychology; Nursing","authors":[{"name":"Shelley A. Sternberg","is_ca":false},{"name":"Andrea Wershof Schwartz","is_ca":false},{"name":"Sathya Karunananthan","is_ca":true},{"name":"Howard Bergman","is_ca":true},{"name":"A. Mark Clarfield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03589562925557802,"gpt":0.3407439511357126,"spread":0.3048483218801346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02235604,0.002099747,0.009714713,0.02797956,0.001353497,0.00345957,0.002519235,0.003226543,0.004733555],"category_scores_gemma":[0.08652079,0.001474906,0.007664217,0.02175342,0.001383376,0.005078986,0.002610509,0.001498005,0.0004449397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009232782,"about_ca_system_score_gemma":0.024198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0110061,"about_ca_topic_score_gemma":0.03379995,"domain_scores_codex":[0.9841181,0.005313563,0.006466118,0.0008283022,0.002791194,0.0004827403],"domain_scores_gemma":[0.9399685,0.04130127,0.01051556,0.0009033085,0.006582615,0.0007286696],"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":[0.0001270051,0.00001986614,0.001104985,0.9566237,0.005138865,0.0002287483,0.0003628206,0.00008026666,0.000107796,0.0002000387,0.001930705,0.03407525],"study_design_scores_gemma":[0.0001289907,0.0001240937,0.003790437,0.961109,0.02450683,0.0004550622,0.0003433379,0.00006777146,0.00008657758,0.0002314004,0.009124135,0.00003231036],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001359896,0.9960437,0.0002556558,0.0005224073,0.0001525669,0.001008264,0.0003713412,0.000008364118,0.0002777545],"genre_scores_gemma":[0.01653868,0.9782824,0.001414965,0.000892101,0.0001542367,0.002237633,0.0003320279,0.000006077268,0.0001419128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02797956,"threshold_uncertainty_score":0.1182315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104655786","doi":"10.1161/circulationaha.108.841437","title":"Frail Patients Are at Increased Risk for Mortality and Prolonged Institutional Care After Cardiac Surgery","year":2010,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":678,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Hazard ratio; Risk factor; Cardiac surgery; Logistic regression; Internal medicine; Adverse effect; Surgery; Confidence interval","authors":[{"name":"Dana H. Lee","is_ca":true},{"name":"Karen J. Buth","is_ca":true},{"name":"Billie‐Jean Martin","is_ca":true},{"name":"A.M. Yip","is_ca":true},{"name":"Gregory M. Hirsch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02045572186271179,"gpt":0.2614553787455928,"spread":0.240999656882881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003595926,0.0002408524,0.0003396078,0.0004715354,0.0004011331,0.0004448199,0.0001743777,0.0003303479,0.002228849],"category_scores_gemma":[0.002593713,0.00009749844,0.0002208667,0.0005478953,0.0002659918,0.0002562125,0.0004207719,0.0005750997,0.0002209434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129024,"about_ca_system_score_gemma":0.0002836128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588392,"about_ca_topic_score_gemma":0.002885565,"domain_scores_codex":[0.9998368,0.00004278995,0.00001618236,0.00002118066,0.00004193927,0.00004097979],"domain_scores_gemma":[0.9989248,0.0001447666,0.0006137079,0.00003046211,0.00007298955,0.0002132588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001379363,0.00005647641,0.987179,0.00004962891,0.00006503428,0.0001851453,0.0001052034,0.00006625589,0.0002701615,0.00005412395,0.000769412,0.01106171],"study_design_scores_gemma":[0.000006287674,0.00008170537,0.9988229,0.00003306501,0.0000251801,0.0004038359,0.00007193893,0.00007696766,0.00003115334,0.0001111487,0.000331802,0.000003961342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953427,0.002565003,0.0001820811,0.0005062203,0.00002728276,0.00001132251,0.0003101513,0.000007246088,0.001048027],"genre_scores_gemma":[0.998004,0.001132049,0.0001513816,0.00014617,0.00007787642,0.00001121535,0.0003038787,0.000001215496,0.0001721556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002228849,"threshold_uncertainty_score":0.007456243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037844081","doi":"10.1111/jgs.12420","title":"Operationalization of Frailty Using Eight Commonly Used Scales and Comparison of Their Ability to Predict All‐Cause Mortality","year":2013,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":675,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Health Sciences Centre; Capital District Health Authority; Dalhousie University","funders":"National Institute on Aging","keywords":"Operationalization; Medicine; Frailty Index; Gerontology; Confidence interval; Scale (ratio); Demography; Health and Retirement Study; Receiver operating characteristic; Internal medicine","authors":[{"name":"Olga Theou","is_ca":true},{"name":"Thomas D. Brothers","is_ca":true},{"name":"Arnold Mitnitski","is_ca":true},{"name":"Kenneth Rockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06315266575316557,"gpt":0.3523636937626012,"spread":0.2892110280094357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006926193,0.0008065227,0.0007077074,0.003225288,0.0002459783,0.0008894916,0.0006182098,0.0006456637,0.0008433797],"category_scores_gemma":[0.01449786,0.0001716682,0.001619842,0.002106007,0.0006069645,0.0009581914,0.001453548,0.0006834525,0.0001199083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006344955,"about_ca_system_score_gemma":0.0006884561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002985038,"about_ca_topic_score_gemma":0.003840334,"domain_scores_codex":[0.9974478,0.001163813,0.0003803006,0.0002901926,0.00054927,0.0001687289],"domain_scores_gemma":[0.9912542,0.003528119,0.003201991,0.0004792264,0.001216177,0.0003203715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005621162,0.0001038609,0.9750871,0.0001453218,0.0006046447,0.00002544312,0.0003471353,0.0006736067,0.0002034905,0.0001504316,0.0003411974,0.02175575],"study_design_scores_gemma":[0.00007930856,0.000426607,0.9967105,0.0001030342,0.0001310076,0.00006972694,0.0004044328,0.001256977,0.0001415198,0.0002818418,0.000375446,0.00001951675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954547,0.0008994224,0.001502409,0.00007618582,0.0000228423,0.0001262175,0.0009831184,0.00001169612,0.0009235271],"genre_scores_gemma":[0.9953583,0.0003562241,0.002325481,0.00002731834,0.00001845453,0.0002180804,0.001558783,0.000003713864,0.0001335039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006926193,"threshold_uncertainty_score":0.03662968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122043646","doi":"10.1007/s10522-010-9287-2","title":"Aging, frailty and age-related diseases","year":2010,"lang":"en","type":"review","venue":"Biogerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":650,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; McMaster University; University of British Columbia; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Stressor; Gerontology; Disease; Vulnerability (computing); Psychological resilience; Cognitive decline; Psychological intervention; Medicine; Frailty syndrome; Cognition; Sarcopenia; Dementia; Psychology; Clinical psychology; Psychiatry; Frailty Index; Pathology","authors":[{"name":"Tamàs Fülöp","is_ca":true},{"name":"Anis Larbi","is_ca":false},{"name":"Jacek M. Witkowski","is_ca":false},{"name":"Janet E. McElhaney","is_ca":true},{"name":"Mark Loeb","is_ca":true},{"name":"Arnold Mitnitski","is_ca":true},{"name":"Graham Pawelec","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06079905640511593,"gpt":0.3670023548678915,"spread":0.3062032984627755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006243176,0.001031287,0.002401676,0.00253238,0.000234672,0.0008470971,0.0007434312,0.001104409,0.003709215],"category_scores_gemma":[0.0009602444,0.0002980372,0.0006906899,0.003447655,0.0003970859,0.0009191266,0.0006191966,0.001320583,0.0009596303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005069731,"about_ca_system_score_gemma":0.001121858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00324792,"about_ca_topic_score_gemma":0.008501944,"domain_scores_codex":[0.9998403,0.00002619226,0.00003280656,0.00002674398,0.00006015376,0.00001383031],"domain_scores_gemma":[0.9996566,0.0001672944,0.00007071366,0.000007558013,0.00007124518,0.00002670759],"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":[0.0001139261,0.00008598044,0.0005753252,0.02959418,0.0004065247,0.0001255945,0.00003791445,0.0002552872,0.0004419654,0.0007841015,0.02751053,0.9400686],"study_design_scores_gemma":[0.0001862928,0.0002847554,0.01008571,0.02222887,0.002228499,0.001913258,0.0001794757,0.0002774054,0.0002810533,0.002257002,0.960027,0.00005072387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006904604,0.9994881,0.00002674338,0.00007087809,0.0000984547,0.000002296614,0.00001134405,0.000001822576,0.0002312818],"genre_scores_gemma":[0.000456575,0.998937,0.00008749201,0.0001047375,0.0001637117,0.000003947861,0.00002263293,3.557165e-7,0.0002236031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003709215,"threshold_uncertainty_score":0.01240861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087103083","doi":"10.4061/2011/569194","title":"The Effectiveness of Exercise Interventions for the Management of Frailty: A Systematic Review","year":2011,"lang":"en","type":"review","venue":"Journal of Aging Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":649,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Western University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Psychological intervention; Physical therapy; Gerontology; Randomized controlled trial; Systematic review; MEDLINE; Intervention (counseling); Population; Physical medicine and rehabilitation; Nursing","authors":[{"name":"Olga Theou","is_ca":true},{"name":"Liza Stathokostas","is_ca":true},{"name":"Kaitlyn P. Roland","is_ca":true},{"name":"Jennifer M. Jakobi","is_ca":true},{"name":"Christopher Patterson","is_ca":true},{"name":"Anthony A. Vandervoort","is_ca":true},{"name":"Gareth R. Jones","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2817671084901536,"gpt":0.5188893871638841,"spread":0.2371222786737305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00808394,0.001714464,0.009312845,0.007695232,0.0006390175,0.002077597,0.001551275,0.001792593,0.003862343],"category_scores_gemma":[0.03721099,0.001006871,0.007383778,0.006741199,0.0007262249,0.001690058,0.001117317,0.001158857,0.0002792988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003462907,"about_ca_system_score_gemma":0.007734019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006425895,"about_ca_topic_score_gemma":0.0209468,"domain_scores_codex":[0.9940572,0.002572377,0.001697834,0.0003561952,0.001137136,0.000179259],"domain_scores_gemma":[0.9805529,0.01484085,0.002753462,0.0001997049,0.001391298,0.0002617227],"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":[0.0004375256,0.00003088145,0.0004939393,0.9356518,0.01215979,0.00008193558,0.0001137264,0.0001294248,0.0001508796,0.0001306492,0.0009310828,0.0496884],"study_design_scores_gemma":[0.001186417,0.0007301376,0.005273624,0.8353489,0.1418909,0.0004064827,0.0002786411,0.0002083541,0.0004218018,0.0002857613,0.01392692,0.00004200149],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001438085,0.997476,0.0001363765,0.0001423823,0.00008915745,0.0003440881,0.0001362517,0.000007971731,0.0002296483],"genre_scores_gemma":[0.02054976,0.9774691,0.0008332211,0.0002687477,0.00005786216,0.0005730611,0.0001265672,0.000004219278,0.0001173737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009312845,"threshold_uncertainty_score":0.04275244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2645640394","doi":"10.1016/j.jamda.2017.04.018","title":"The Asia-Pacific Clinical Practice Guidelines for the Management of Frailty","year":2017,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":628,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Polypharmacy; Guideline; Best practice; Grading (engineering); Clinical Practice; Geriatrics; MEDLINE; Gerontology; Family medicine; Intensive care medicine; Psychiatry; Pathology","authors":[{"name":"Elsa Dent","is_ca":false},{"name":"Christopher Lien","is_ca":false},{"name":"Wee Shiong Lim","is_ca":false},{"name":"Wei Chin Wong","is_ca":false},{"name":"Chek Hooi Wong","is_ca":false},{"name":"Tze Pin Ng","is_ca":false},{"name":"Jean Woo","is_ca":false},{"name":"Birong Dong","is_ca":false},{"name":"Shelley de la Vega","is_ca":false},{"name":"Philip Jun Hua Poi","is_ca":false},{"name":"Shahrul Bahyah Kamaruzzaman","is_ca":false},{"name":"Chang Won Won","is_ca":false},{"name":"Liang‐Kung Chen","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true},{"name":"Hidenori Arai","is_ca":false},{"name":"Leocadio Rodríguez‐Mañas","is_ca":false},{"name":"Li Cao","is_ca":false},{"name":"Matteo Cesari","is_ca":false},{"name":"Piu Chan","is_ca":false},{"name":"Edward Leung","is_ca":false},{"name":"Francesco Landi","is_ca":false},{"name":"Linda P. Fried","is_ca":false},{"name":"John E. Morley","is_ca":false},{"name":"Bruno Vellas","is_ca":false},{"name":"Leon Flicker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07907851646423436,"gpt":0.4570115360132155,"spread":0.3779330195489812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01366413,0.001755315,0.002492721,0.005209598,0.002543389,0.004045687,0.003171955,0.005670817,0.005329422],"category_scores_gemma":[0.04786158,0.0009779806,0.004362407,0.005590344,0.00166835,0.002373762,0.003402837,0.0111913,0.003349807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004308324,"about_ca_system_score_gemma":0.03014333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03339016,"about_ca_topic_score_gemma":0.05843032,"domain_scores_codex":[0.9882499,0.003184238,0.004755078,0.0003284908,0.002926142,0.0005561002],"domain_scores_gemma":[0.950071,0.006981326,0.007498704,0.000821604,0.03070194,0.003925516],"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":[0.0001693463,0.0005981466,0.0165143,0.002973314,0.0003344947,0.0005247343,0.0009224215,0.0008997355,0.00037513,0.004226911,0.661909,0.3105524],"study_design_scores_gemma":[0.0008226872,0.0003719061,0.07157829,0.03526933,0.0009035943,0.003000577,0.002580729,0.001936734,0.0007500825,0.01020189,0.8722733,0.0003107774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01035088,0.2762358,0.04257633,0.4475753,0.0520311,0.005896375,0.01052459,0.001802738,0.1530069],"genre_scores_gemma":[0.07349656,0.3645101,0.3357777,0.1262983,0.02175487,0.01999039,0.01786414,0.000601005,0.03970692],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03339016,"threshold_uncertainty_score":0.07226378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071922584","doi":"10.1016/j.amjcard.2009.01.375","title":"Role of Frailty in Patients With Cardiovascular Disease","year":2009,"lang":"en","type":"review","venue":"The American Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":617,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Disease; Heart failure; Confounding; Frailty syndrome; Odds ratio; Internal medicine; Coronary artery disease; Population; Gerontology; Frailty Index; Environmental health","authors":[{"name":"Jonathan Afilalo","is_ca":true},{"name":"Sathya Karunananthan","is_ca":true},{"name":"Mark J. Eisenberg","is_ca":true},{"name":"Karen P. Alexander","is_ca":false},{"name":"Howard Bergman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01850612973078746,"gpt":0.2844090358528193,"spread":0.2659029061220318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008892532,0.0008971633,0.00287658,0.00241625,0.000227836,0.0007421323,0.0006874268,0.0009461358,0.001742581],"category_scores_gemma":[0.002683483,0.0002269577,0.001021855,0.002156682,0.0003118026,0.0007397163,0.0006163703,0.001233979,0.0002848167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004604121,"about_ca_system_score_gemma":0.001269823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055343,"about_ca_topic_score_gemma":0.008366778,"domain_scores_codex":[0.9997118,0.00005513991,0.00007782214,0.00004181702,0.00009126712,0.00002213322],"domain_scores_gemma":[0.9988797,0.0006280134,0.0002469842,0.00001595568,0.0001667186,0.00006257234],"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":[0.0002079234,0.00007887684,0.004582176,0.02293832,0.0008570766,0.0002464414,0.00005735901,0.0002142257,0.0001730837,0.0004881266,0.01713786,0.9530185],"study_design_scores_gemma":[0.0006312366,0.001131573,0.1183584,0.1003876,0.01303403,0.007870807,0.0005992368,0.001037299,0.0005490121,0.003923133,0.7522672,0.0002104037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002433625,0.9992093,0.0000313175,0.0001767844,0.0001190955,0.000002052079,0.00001731591,0.000001849165,0.000198944],"genre_scores_gemma":[0.002995892,0.9962285,0.0001236821,0.0002227364,0.0002713282,0.000006734569,0.0000332767,5.275394e-7,0.0001174124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004055343,"threshold_uncertainty_score":0.008063495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145598786","doi":"10.1093/gerona/59.12.1310","title":"Prevalence, Attributes, and Outcomes of Fitness and Frailty in Community-Dwelling Older Adults: Report From the Canadian Study of Health and Aging","year":2004,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":615,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Gerontology; Medicine; Confidence interval; Population; Physical fitness; Demography; Cohort study; Social isolation; Physical therapy; Environmental health; Psychiatry; Internal medicine","authors":[{"name":"Kenneth Rockwood","is_ca":true},{"name":"Susan E. Howlett","is_ca":false},{"name":"Chris MacKnight","is_ca":false},{"name":"B. Lynn Beattie","is_ca":false},{"name":"Howard Bergman","is_ca":false},{"name":"Réjean Hébert","is_ca":false},{"name":"David B. Hogan","is_ca":false},{"name":"Christina Wolfson","is_ca":false},{"name":"Ian McDowell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06483808675045685,"gpt":0.3462304179925506,"spread":0.2813923312420937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001479872,0.0004024787,0.0005097317,0.0023508,0.001531172,0.0007386876,0.001015129,0.0004014114,0.0006649966],"category_scores_gemma":[0.003442369,0.0002620111,0.0005614844,0.003894873,0.000422829,0.0003400524,0.0007550896,0.0006317905,0.0001310325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005541599,"about_ca_system_score_gemma":0.0085287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9616942,"about_ca_topic_score_gemma":0.9738765,"domain_scores_codex":[0.9989223,0.00005803209,0.0000905704,0.0001056891,0.0006596455,0.0001637222],"domain_scores_gemma":[0.9965891,0.0001233672,0.0006281869,0.0001000892,0.001922435,0.000636784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002772503,0.00001575138,0.9965845,0.00004974866,0.00007168455,0.00002149958,0.0001634132,0.00002560978,0.00003022114,0.00001598768,0.0009296942,0.002063968],"study_design_scores_gemma":[0.000002179063,0.000005078669,0.999589,0.000009899318,0.00001691411,0.00001992854,0.00009696241,0.00002726016,0.000006801839,0.000005054428,0.0002173031,0.000003501718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718806,0.003293863,0.0002250433,0.0004981893,0.00002997783,0.000125957,0.02028804,0.00002478265,0.003633621],"genre_scores_gemma":[0.9913781,0.001465823,0.0002101477,0.00009276356,0.00001358368,0.0000348712,0.006547605,0.000003867715,0.0002532881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03830576,"threshold_uncertainty_score":0.07706267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771285175","doi":"10.1093/gerona/glx229","title":"Measuring Frailty in Medicare Data: Development and Validation of a Claims-Based Frailty Index","year":2017,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":603,"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 Institute on Aging; Atlantic Philanthropies; John A. Hartford Foundation","keywords":"Medicine; Frailty Index; Statistic; Gerontology; Index (typography); Statistics; Demography; Mathematics; Computer science","authors":[{"name":"Dae Hyun Kim","is_ca":false},{"name":"Sebastian Schneeweiß","is_ca":false},{"name":"Robert J. Glynn","is_ca":false},{"name":"Lewis A. Lipsitz","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true},{"name":"Jerry Avorn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2343861776014977,"gpt":0.3800821238440301,"spread":0.1456959462425324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03709136,0.0007312616,0.0007053699,0.004958393,0.0005662547,0.001591099,0.001428265,0.0008710602,0.0006722958],"category_scores_gemma":[0.08186916,0.0002571685,0.001351769,0.003555331,0.000499361,0.001211869,0.001842523,0.001161195,0.0002746015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559759,"about_ca_system_score_gemma":0.002697667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080795,"about_ca_topic_score_gemma":0.008341902,"domain_scores_codex":[0.9859337,0.006199473,0.00216445,0.0009931704,0.004306129,0.0004030269],"domain_scores_gemma":[0.9455263,0.01814269,0.0109776,0.005904393,0.01808636,0.001362675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001906329,0.0002854837,0.970989,0.00008680543,0.0003477321,0.00002816424,0.0002379194,0.002534357,0.00035809,0.0002988564,0.001387344,0.02325557],"study_design_scores_gemma":[0.00007119513,0.0005073127,0.9751754,0.000108115,0.0001171679,0.0001042102,0.0001676089,0.02115522,0.0006986322,0.0003929803,0.001472581,0.0000295497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607331,0.0004678977,0.02136402,0.0004944309,0.00006265933,0.002154681,0.01222175,0.0001891185,0.002312424],"genre_scores_gemma":[0.9484853,0.0001426373,0.03602683,0.0001635198,0.00006148986,0.001536911,0.01338961,0.0000252255,0.0001683861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03709136,"threshold_uncertainty_score":0.1961602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1524996874","doi":"10.1111/j.1532-5415.2004.52521.x","title":"Operationalizing a Frailty Index from a Standardized Comprehensive Geriatric Assessment","year":2004,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":603,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"Health Canada; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Gerontology; Geriatrics; Comorbidity; Hazard ratio; Adverse effect; Activities of daily living; Frailty Index; Physical therapy; Internal medicine; Confidence interval; Psychiatry","authors":[{"name":"David M. Jones","is_ca":true},{"name":"Xiaowei Song","is_ca":true},{"name":"Kenneth Rockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02284218391866281,"gpt":0.3220524768312195,"spread":0.2992102929125567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007748134,0.0005992517,0.0007843538,0.00146536,0.0002920389,0.0007400919,0.0006142424,0.0004762963,0.0008937224],"category_scores_gemma":[0.01706669,0.0001470845,0.0008148666,0.0009340869,0.0006097694,0.0006325138,0.0007549706,0.0005695557,0.0001151532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137356,"about_ca_system_score_gemma":0.002798611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052879,"about_ca_topic_score_gemma":0.01743198,"domain_scores_codex":[0.9964419,0.001777197,0.0003782811,0.0002931323,0.000961296,0.0001481178],"domain_scores_gemma":[0.9936718,0.001448608,0.003028493,0.0002866052,0.001145417,0.0004190192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009267851,0.001557374,0.8371865,0.001162579,0.001646795,0.00006177877,0.0004694286,0.002175417,0.002630121,0.0005607809,0.002493542,0.1407878],"study_design_scores_gemma":[0.001164621,0.007635614,0.9862984,0.0002835895,0.0004284954,0.00008111921,0.0001384757,0.001843683,0.0004109874,0.0003310016,0.001352501,0.00003154308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9831527,0.002628532,0.005812207,0.0003140341,0.0001058091,0.003261463,0.001703569,0.00003935306,0.002982269],"genre_scores_gemma":[0.9860772,0.0005757792,0.00879126,0.0001402161,0.00005614555,0.00173602,0.00234078,0.000003670841,0.0002788296],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01052879,"threshold_uncertainty_score":0.04097658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168272173","doi":"10.1200/jco.2005.00.141","title":"Systematic Review of Barriers to the Recruitment of Older Patients With Cancer Onto Clinical Trials","year":2005,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":599,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Clinical trial; Tolerability; Population; Geriatric oncology; Protocol (science); Comorbidity; Cancer; Alternative medicine; Gerontology; Intensive care medicine; Family medicine; Internal medicine; Pathology","authors":[{"name":"Carol Townsley","is_ca":true},{"name":"Rita Selby","is_ca":true},{"name":"Lillian L. Siu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4656382711515077,"gpt":0.6193314779074455,"spread":0.1536932067559378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07471266,0.00144838,0.006742968,0.01429153,0.001505891,0.004824405,0.00273412,0.00322384,0.004456597],"category_scores_gemma":[0.3286274,0.001482382,0.005383991,0.01861818,0.002058427,0.005170164,0.002705437,0.001736301,0.0004621071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008091928,"about_ca_system_score_gemma":0.03185216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007517451,"about_ca_topic_score_gemma":0.02701521,"domain_scores_codex":[0.8968055,0.04844042,0.0397547,0.00248248,0.0115634,0.0009534828],"domain_scores_gemma":[0.5262085,0.4086686,0.04211934,0.003855788,0.01750422,0.001643551],"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":[0.0001472892,0.00001399552,0.0009282455,0.9589118,0.004328578,0.00011683,0.0004294022,0.00006660213,0.00006885939,0.0003727704,0.002040057,0.03257559],"study_design_scores_gemma":[0.0002024795,0.0001059576,0.002474492,0.9614913,0.01884403,0.0001708848,0.000397274,0.00006215459,0.000107376,0.0004846402,0.01564047,0.00001896284],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002072826,0.9924361,0.0006065283,0.001419316,0.0003586118,0.001537935,0.0005704354,0.00002039929,0.0009778852],"genre_scores_gemma":[0.02906951,0.9589581,0.003589179,0.002755185,0.0002918475,0.004452073,0.0005753034,0.00002163816,0.0002870892],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9252874,"threshold_uncertainty_score":0.3951231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113870267","doi":"10.1503/cmaj.101271","title":"Changes in relative fitness and frailty across the adult lifespan: evidence from the Canadian National Population Health Survey","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":586,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Pfizer Canada; GlaxoSmithKline; Pfizer","keywords":"Medicine; Demography; Gerontology; Confidence interval; Frailty Index; Population; Environmental health; Internal medicine","authors":[{"name":"Kenneth Rockwood","is_ca":true},{"name":"Xiaowei Song","is_ca":false},{"name":"Arnold Mitnitski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07213633522421675,"gpt":0.3310173966955346,"spread":0.2588810614713178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005090863,0.0004880094,0.0007199181,0.003489811,0.001160527,0.0009971453,0.001610894,0.0005269015,0.001647231],"category_scores_gemma":[0.01364002,0.0003179589,0.0008935083,0.008855985,0.0009555762,0.0004958367,0.001129933,0.0008879166,0.0001608777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007148536,"about_ca_system_score_gemma":0.01236801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9687909,"about_ca_topic_score_gemma":0.9756615,"domain_scores_codex":[0.9977854,0.0003172852,0.0002067161,0.0003192063,0.001115811,0.0002554369],"domain_scores_gemma":[0.9881729,0.001827778,0.002310437,0.0004124516,0.006320067,0.0009563364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007153746,0.00001535447,0.9839564,0.0005018258,0.0004729958,0.00003396864,0.0003297389,0.0001281865,0.00001524903,0.0001507117,0.002160423,0.01216377],"study_design_scores_gemma":[0.000003909793,0.000007269624,0.998727,0.0001380803,0.0001107628,0.00001544076,0.0001078126,0.00005888449,0.000005137043,0.00003079475,0.0007893738,0.000005549299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.832012,0.1160681,0.0007500096,0.005906012,0.000171963,0.0001397363,0.03299089,0.0000351202,0.01192623],"genre_scores_gemma":[0.9693885,0.02322847,0.0004367301,0.0003735484,0.00004804434,0.00003504369,0.00618526,0.000005342024,0.0002991193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03120911,"threshold_uncertainty_score":0.06278574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119134848","doi":"10.1038/s43587-020-00017-z","title":"The physical frailty syndrome as a transition from homeostatic symphony to cacophony","year":2021,"lang":"en","type":"article","venue":"Nature Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":575,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"National Institute on Aging; Johns Hopkins University","keywords":"Psychological intervention; Vulnerability (computing); Conceptualization; Frailty Index; Gerontology; Stressor; Perspective (graphical); Psychological resilience; Medicine; Psychology; Clinical psychology; Psychiatry; Psychotherapist","authors":[{"name":"Linda P. Fried","is_ca":false},{"name":"Alan A. Cohen","is_ca":true},{"name":"Qian‐Li Xue","is_ca":false},{"name":"Jeremy Walston","is_ca":false},{"name":"Karen Bandeen‐Roche","is_ca":false},{"name":"Ravi Varadhan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007553106743460196,"gpt":0.2861368817059837,"spread":0.2785837749625235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001993899,0.0002171656,0.0002723075,0.0006613819,0.0005060963,0.001172341,0.0002375091,0.0006217086,0.002483424],"category_scores_gemma":[0.001162531,0.0001124002,0.0002999567,0.0005233819,0.0008501326,0.0008879665,0.001146694,0.001082486,0.0001577846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005303422,"about_ca_system_score_gemma":0.0007672237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003576888,"about_ca_topic_score_gemma":0.005592287,"domain_scores_codex":[0.9998087,0.00003455523,0.00002074626,0.00003535735,0.00004589976,0.00005471502],"domain_scores_gemma":[0.9996946,0.00004264573,0.00009883906,0.000016298,0.00003344038,0.0001142251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00160227,0.0005307781,0.7892423,0.0003757651,0.0002861425,0.02818707,0.01253454,0.0005992044,0.01997562,0.03235843,0.008708024,0.1055998],"study_design_scores_gemma":[0.00005224355,0.0003710363,0.9534029,0.0002664232,0.00007600088,0.02031226,0.004651502,0.0008192126,0.0003517313,0.01115084,0.008495062,0.00005071612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744027,0.004790186,0.001056285,0.003891402,0.0003092401,0.00004084459,0.0002414852,0.00003410208,0.01523388],"genre_scores_gemma":[0.9974431,0.0008357646,0.0003449269,0.0004224813,0.0001190375,0.00001407937,0.0001022971,0.000005507927,0.0007128168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003576888,"threshold_uncertainty_score":0.008307874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1600610440","doi":"10.1111/j.1532-5415.2005.00506.x","title":"Relative Fitness and Frailty of Elderly Men and Women in Developed Countries and Their Relationship with Mortality","year":2005,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":549,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Alzheimer Society","keywords":"Medicine; Demography; Hazard ratio; Confidence interval; Gerontology; Population; Cohort study; Cohort; Frailty Index; Mortality rate; Internal medicine; Environmental health","authors":[{"name":"Arnold Mitnitski","is_ca":true},{"name":"Xiaowei Song","is_ca":true},{"name":"Ingmar Skoog","is_ca":true},{"name":"GA Broe","is_ca":true},{"name":"Jafna L. Cox","is_ca":true},{"name":"Eva Grunfeld","is_ca":true},{"name":"Kenneth Rockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02216028269869705,"gpt":0.2828507215098179,"spread":0.2606904388111208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001134222,0.0003263835,0.0003459479,0.001249407,0.000324477,0.000539813,0.0002964109,0.0003727528,0.001163668],"category_scores_gemma":[0.005346836,0.0002273432,0.0003189073,0.001178893,0.0004669629,0.0003960208,0.0007204078,0.0004458861,0.0001532719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951764,"about_ca_system_score_gemma":0.0002023568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005478971,"about_ca_topic_score_gemma":0.005690764,"domain_scores_codex":[0.9996077,0.0001144103,0.00005000619,0.00008705995,0.00006777715,0.00007293539],"domain_scores_gemma":[0.9982047,0.0003122212,0.000962859,0.0001052427,0.0001685657,0.0002463009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005430487,0.00001218038,0.9987587,0.00001210732,0.00006125421,0.00002423472,0.0000800484,0.00003969314,0.00002480021,0.00001560558,0.00005004522,0.0008670676],"study_design_scores_gemma":[0.000002575292,0.00004062877,0.9996924,0.000007325978,0.0000120221,0.00005383444,0.00007621558,0.00003755896,0.000006793461,0.00001368469,0.00005539917,0.000001499839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983503,0.0009492917,0.00005145838,0.0000434188,0.000006211368,0.000005069232,0.0003186839,0.000001654195,0.0002740117],"genre_scores_gemma":[0.9993361,0.0002495952,0.00004421992,0.00001914968,0.000009876156,0.000005881578,0.0002708778,5.538248e-7,0.00006376576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005478971,"threshold_uncertainty_score":0.01089418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005403243","doi":"10.1097/ta.0b013e3182542fab","title":"Are the frail destined to fail? Frailty index as predictor of surgical morbidity and mortality in the elderly","year":2012,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":535,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"American College of Surgeons; American Association for the Surgery of Trauma","keywords":"Medicine; Frailty Index; Logistic regression; Odds ratio; Population; Emergency medicine; Internal medicine; Intensive care medicine; Environmental health","authors":[{"name":"Joseph Farhat","is_ca":false},{"name":"Vic Velanovich","is_ca":false},{"name":"Anthony Falvo","is_ca":false},{"name":"H. Mathilda Horst","is_ca":false},{"name":"Andrew Swartz","is_ca":false},{"name":"Joe H. Patton","is_ca":false},{"name":"Ilan Rubinfeld","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04406951792926201,"gpt":0.3538802005691423,"spread":0.3098106826398803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094086,0.0002319043,0.0003830281,0.0005583568,0.0002755354,0.0004511317,0.0003751663,0.0004400415,0.003206727],"category_scores_gemma":[0.006590852,0.00009052298,0.0004334474,0.0005814523,0.0002753138,0.0003070576,0.0003273835,0.0006147534,0.0002417817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004079074,"about_ca_system_score_gemma":0.0005471903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006718982,"about_ca_topic_score_gemma":0.01187995,"domain_scores_codex":[0.9997513,0.00006109165,0.00003557034,0.00002746074,0.00007308031,0.00005155257],"domain_scores_gemma":[0.9977106,0.0005425736,0.0009361486,0.0000771187,0.0003403545,0.000393124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000248589,0.00004501294,0.9929656,0.00009076818,0.00008384508,0.00005683054,0.0000272391,0.00005499398,0.00005522812,0.00002182554,0.0006066317,0.005743394],"study_design_scores_gemma":[0.00002534458,0.000175511,0.9986869,0.0001517363,0.000114715,0.0001420403,0.00006138429,0.0002169219,0.00003450411,0.00009144776,0.0002954091,0.000004120115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877958,0.008072463,0.0002275005,0.001220037,0.00006602006,0.00005667048,0.0008895046,0.000006211039,0.001665794],"genre_scores_gemma":[0.9982262,0.0009996212,0.0001235606,0.00009630289,0.00004581287,0.0000161436,0.0003856885,8.335576e-7,0.0001058651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006718982,"threshold_uncertainty_score":0.01335979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2570781645","doi":"10.1093/ageing/afw247","title":"Interventions to prevent or reduce the level of frailty in community-dwelling older adults: a scoping review of the literature and international policies","year":2016,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":522,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Toronto Rehabilitation Institute; University of British Columbia; Vancouver Coastal Health; University Health Network; University of Toronto; Dalhousie University; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Medicine; Prehabilitation; Psychosocial; Gerontology; Quality of life (healthcare); Physical therapy; MEDLINE; Psychiatry; Nursing","authors":[{"name":"Martine Puts","is_ca":true},{"name":"Samar Toubasi","is_ca":true},{"name":"Melissa K. Andrew","is_ca":true},{"name":"Maureen C. Ashe","is_ca":true},{"name":"Jenny Ploeg","is_ca":true},{"name":"Esther Atkinson","is_ca":true},{"name":"Ana Patricia Ayala","is_ca":true},{"name":"Angélique Roy","is_ca":true},{"name":"Míriam Rodríguez‐Monforte","is_ca":true},{"name":"Howard Bergman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.152400059733358,"gpt":0.4295222980376188,"spread":0.2771222383042608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03350585,0.002259522,0.005890524,0.02419828,0.001566695,0.00494287,0.002333349,0.003973289,0.003566693],"category_scores_gemma":[0.1002537,0.001434931,0.006937853,0.01755485,0.001958607,0.004317776,0.003253099,0.002363449,0.0004656772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007478712,"about_ca_system_score_gemma":0.03184715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029619,"about_ca_topic_score_gemma":0.01927775,"domain_scores_codex":[0.9798401,0.007525554,0.007939342,0.0009535691,0.003200779,0.0005406112],"domain_scores_gemma":[0.9351771,0.04639444,0.009191892,0.001021096,0.0076524,0.0005630074],"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":[0.0001436195,0.00006226138,0.0008392034,0.854067,0.002688921,0.0001071277,0.0009847353,0.0002508222,0.0002209356,0.001436236,0.003366855,0.1358323],"study_design_scores_gemma":[0.00004966402,0.00007625219,0.001291575,0.9755076,0.007574651,0.00008460504,0.0004613091,0.00006317448,0.0001291604,0.000361697,0.01438578,0.00001457318],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007267612,0.9965108,0.0002596356,0.0009626268,0.0002306451,0.0004527024,0.0001259066,0.000008327639,0.0007226117],"genre_scores_gemma":[0.006730154,0.9903504,0.0009051149,0.0007137148,0.0001061147,0.0009114733,0.0001586648,0.00000487387,0.0001194344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03350585,"threshold_uncertainty_score":0.1771979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162670203","doi":"10.1093/gerona/glt136","title":"A Clinical Frailty Index in Aging Mice: Comparisons With Frailty Index Data in Humans","year":2013,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":521,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Frailty Index; Medicine; Ageing; Gerontology; Index (typography); Longitudinal study; Internal medicine; Pathology; Computer science","authors":[{"name":"Jocelyne C. Whitehead","is_ca":false},{"name":"Barbara A. Hildebrand","is_ca":false},{"name":"Michael Sun","is_ca":false},{"name":"Michael R.H. Rockwood","is_ca":false},{"name":"Robert A. Rose","is_ca":true},{"name":"Kenneth Rockwood","is_ca":false},{"name":"Susan E. Howlett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.164583003434508,"gpt":0.4158771054750969,"spread":0.2512941020405888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896796,0.0006785538,0.0006397378,0.001899195,0.0001872953,0.0004626984,0.0003109394,0.0004566673,0.0009592111],"category_scores_gemma":[0.001571418,0.0002006136,0.0005358334,0.00084616,0.0003731729,0.0004717566,0.000443689,0.0008763636,0.0002655628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002668946,"about_ca_system_score_gemma":0.0002217618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060881,"about_ca_topic_score_gemma":0.001044019,"domain_scores_codex":[0.999499,0.00009354654,0.00006192053,0.0001473311,0.0001608678,0.00003735082],"domain_scores_gemma":[0.9986971,0.0001468551,0.0004960691,0.0002637195,0.0002207975,0.0001754112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003614169,0.000871632,0.1655156,0.0005051162,0.000702376,0.0002038576,0.000385099,0.001759692,0.7774717,0.0007921321,0.00137213,0.04680651],"study_design_scores_gemma":[0.0001309794,0.006728014,0.8499032,0.00008661817,0.0003795422,0.001451296,0.0001547879,0.006529627,0.1277086,0.0009446529,0.005895579,0.00008692451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696789,0.001984243,0.02338277,0.0001083369,0.00008044671,0.0001080493,0.003002516,0.0001921385,0.001462486],"genre_scores_gemma":[0.9768728,0.001392911,0.01485708,0.0002199194,0.00005469911,0.0003648441,0.004866646,0.00006431414,0.001306769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001899195,"threshold_uncertainty_score":0.01003134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1534882576","doi":"10.1111/j.1532-5415.2006.00738.x","title":"Long‐Term Risks of Death and Institutionalization of Elderly People in Relation to Deficit Accumulation at Age 70","year":2006,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":481,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Gerontology; Institutionalisation; Quartile; Interquartile range; Cohort; Cohort study; Population; Demography; Retrospective cohort study; Confidence interval; Surgery; Psychiatry; Environmental health; Internal medicine","authors":[{"name":"Kenneth Rockwood","is_ca":true},{"name":"Arnold Mitnitski","is_ca":true},{"name":"Xiaowei Song","is_ca":true},{"name":"Bertil Steen","is_ca":true},{"name":"Ingmar Skoog","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03939942777916547,"gpt":0.3289665061866518,"spread":0.2895670784074863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039346,0.0002701392,0.0002449277,0.0008088239,0.0002816227,0.0004701176,0.0003383615,0.0004021284,0.0009231212],"category_scores_gemma":[0.004875883,0.0001855929,0.0004075805,0.000642672,0.0002698841,0.0003619409,0.0005799709,0.0005232986,0.0001264523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002844575,"about_ca_system_score_gemma":0.0003909162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145957,"about_ca_topic_score_gemma":0.01630886,"domain_scores_codex":[0.9996176,0.00007088592,0.00003671755,0.0000876722,0.00009068773,0.0000964499],"domain_scores_gemma":[0.9976544,0.0002782108,0.001247375,0.0001445205,0.0002725023,0.0004030697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001305135,0.00001207116,0.9988846,0.000005476951,0.00007124728,0.00002149303,0.00002528578,0.0000423175,0.00003951529,0.000009141969,0.00003577226,0.0007226716],"study_design_scores_gemma":[0.000002705248,0.00003606757,0.9997677,0.000003510436,0.00001759344,0.00004939184,0.00002807453,0.00004177631,0.000011013,0.00001133949,0.00002908088,0.000001608268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990008,0.0004366184,0.0000563742,0.0000210669,0.000002870958,0.000004156651,0.0003163399,0.000001967125,0.0001596679],"genre_scores_gemma":[0.9992611,0.0001569854,0.00004635968,0.000009412695,0.000007246081,0.000005129838,0.000434214,7.442075e-7,0.0000789099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0145957,"threshold_uncertainty_score":0.02902144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997637125","doi":"10.1034/j.1601-5215.2002.51017.x","title":"The MDS‐CHESS Scale: A New Measure to Predict Mortality in Institutionalized Older People","year":2003,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":479,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Homewood Research Institute; Toronto Rehabilitation Institute; University of Toronto; University of Waterloo","funders":"","keywords":"Medicine; Observational study; Minimum Data Set; Activities of daily living; Gerontology; Disease; Scale (ratio); Cognition; Physical therapy; Internal medicine; Psychiatry; Nursing homes","authors":[{"name":"John P. Hirdes","is_ca":true},{"name":"Dinnus Frijters","is_ca":false},{"name":"Gary Teare","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01642812106893559,"gpt":0.2893552681975893,"spread":0.2729271471286537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008058801,0.0005518105,0.0004181424,0.001335592,0.000246696,0.0003085207,0.0005392712,0.0003074724,0.001817318],"category_scores_gemma":[0.003478813,0.0001279857,0.0003160929,0.0007023786,0.0002809442,0.0004029165,0.0006081385,0.0004216651,0.0003717785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009416649,"about_ca_system_score_gemma":0.00119339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02703264,"about_ca_topic_score_gemma":0.0568545,"domain_scores_codex":[0.9995618,0.0000835114,0.00005187794,0.0000340744,0.0002216815,0.00004705318],"domain_scores_gemma":[0.9985826,0.0001315144,0.0006807173,0.00003118693,0.0003291884,0.0002448377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003255279,0.0001011742,0.9779437,0.00007183065,0.00008633301,0.0000562719,0.00009335919,0.0001303499,0.0002236825,0.00004229723,0.004256793,0.01666866],"study_design_scores_gemma":[0.0000610009,0.0001707044,0.9982623,0.00002769439,0.00001855838,0.0000964459,0.00003917334,0.0002911109,0.00005050279,0.00003846537,0.0009389067,0.000005100508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804888,0.001536904,0.001472013,0.0006450156,0.00006645582,0.0005504505,0.009814307,0.00009671165,0.005329355],"genre_scores_gemma":[0.9849932,0.0007280439,0.003286833,0.0001173585,0.0001165081,0.0005249227,0.008626783,0.000006916673,0.001599465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02703264,"threshold_uncertainty_score":0.05375057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794077735","doi":"10.1111/bcp.13590","title":"The relationship between frailty and polypharmacy in older people: A systematic review","year":2018,"lang":"en","type":"review","venue":"British Journal of Clinical Pharmacology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":473,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Polypharmacy; Gerontology; Older people; Medicine; Geriatrics; MEDLINE; Intensive care medicine; Psychiatry; Biology","authors":[{"name":"Marta Gutiérrez‐Valencia","is_ca":false},{"name":"Míkel Izquierdo","is_ca":false},{"name":"Matteo Cesari","is_ca":false},{"name":"Álvaro Casas‐Herrero","is_ca":false},{"name":"Marco Inzitari","is_ca":false},{"name":"Nicolás Martínez‐Velilla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2032064373609586,"gpt":0.5213130348546224,"spread":0.3181065974936638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004794184,0.001261403,0.00577312,0.006597811,0.0005205071,0.002083528,0.001166394,0.00161966,0.003704834],"category_scores_gemma":[0.02453526,0.0007979783,0.005378003,0.007488849,0.0006446765,0.001739669,0.001101822,0.0009999569,0.0002217813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002763803,"about_ca_system_score_gemma":0.008642457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008338794,"about_ca_topic_score_gemma":0.02245578,"domain_scores_codex":[0.996454,0.001230222,0.001119743,0.0002705258,0.000785492,0.0001399488],"domain_scores_gemma":[0.9819025,0.0133149,0.003207142,0.0001673491,0.00120489,0.0002032666],"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":[0.0001198594,0.00001274208,0.0009071971,0.9585404,0.007151371,0.000111228,0.0001350033,0.00007869787,0.00008548718,0.0001372285,0.001162989,0.03155784],"study_design_scores_gemma":[0.0002308291,0.0002568186,0.009595571,0.884918,0.08449941,0.0008687701,0.0002727627,0.0001371636,0.0001663359,0.0003494378,0.01866093,0.00004383503],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007393269,0.9986547,0.00005587581,0.0001234221,0.00004844607,0.0001099978,0.0001052804,0.000003643772,0.0001592499],"genre_scores_gemma":[0.01257858,0.986415,0.0002884977,0.0002524567,0.00005590976,0.0002196557,0.00008940858,0.000002040047,0.00009848826],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008338794,"threshold_uncertainty_score":0.02535433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122400556","doi":"10.1093/gerona/glp186","title":"Frailty, Body Mass Index, and Abdominal Obesity in Older People","year":2009,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":470,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Dalhousie University","keywords":"Waist; Body mass index; Underweight; Gerontology; Medicine; Obesity; Abdominal obesity; Wasting; Circumference; Demography; Weight loss; Sarcopenia; Overweight; Internal medicine","authors":[{"name":"Ruth E. Hubbard","is_ca":true},{"name":"Iain Lang","is_ca":false},{"name":"David J. Llewellyn","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02684124816730736,"gpt":0.3151974600982495,"spread":0.2883562119309421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133369,0.0002175718,0.0003615547,0.0009689443,0.0003079758,0.0004261067,0.0002669901,0.0003866291,0.00138358],"category_scores_gemma":[0.005172616,0.000114595,0.0003766092,0.001192384,0.000279118,0.0003676705,0.0004655169,0.0007978027,0.0001422077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977693,"about_ca_system_score_gemma":0.0003058212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004184349,"about_ca_topic_score_gemma":0.005591958,"domain_scores_codex":[0.9997169,0.000095128,0.00004213372,0.00003586296,0.00007649262,0.00003340696],"domain_scores_gemma":[0.9976549,0.000486718,0.001072192,0.000109204,0.0002459043,0.0004310477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006253969,0.00002676549,0.9953346,0.0000374598,0.00005599872,0.000048319,0.00007016014,0.00004007143,0.00004362054,0.00002481717,0.0002106319,0.004045074],"study_design_scores_gemma":[0.000001517736,0.00003748608,0.9996089,0.00001553606,0.00001555431,0.00007661387,0.00002562536,0.00004781078,0.000005189713,0.00005414711,0.0001099819,0.000001622168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867265,0.009735497,0.0001742266,0.000903662,0.00005377964,0.00001802865,0.000795864,0.000008899816,0.00158356],"genre_scores_gemma":[0.9975001,0.001573883,0.0001733588,0.0001256808,0.00006279189,0.00001399092,0.0003805163,0.000001468469,0.0001681944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004184349,"threshold_uncertainty_score":0.008319974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}