{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":472,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":472,"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":"826ee246218c","filters":{"venue":"The Journals of Gerontology Series A"}},"results":[{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001829903,0.0002623162,0.001663021,0.0003408304,0.00006249848,0.000007418068,0.0003940754,0.0004293161,0.0001363333],"category_scores_gemma":[0.001188244,0.0001363155,0.0003025436,0.0005334897,0.000185668,0.0001132321,0.00009115071,0.000781525,0.00002243343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280972,"about_ca_system_score_gemma":0.0002210322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539209,"about_ca_topic_score_gemma":0.001453028,"domain_scores_codex":[0.9972832,0.0004095802,0.0014726,0.0001859843,0.0003639219,0.0002846669],"domain_scores_gemma":[0.997001,0.0008460358,0.001170194,0.0006671945,0.0002525458,0.00006303262],"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":[0.0003223981,0.00007908326,0.0004701475,0.003401475,0.0002784027,0.0000160217,0.001884621,0.0000836399,0.00001289887,0.0003946791,0.001528666,0.991528],"study_design_scores_gemma":[0.0005649868,0.0005301599,0.02162594,0.0174656,0.000982257,0.001244452,0.0003722663,0.00001029586,0.00002320897,0.0003231922,0.9566675,0.0001900739],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002497328,0.9905476,0.0002616901,0.003962012,0.0002953647,0.001224927,0.00001528068,0.00001089779,0.001184875],"genre_scores_gemma":[0.003092209,0.9952425,0.0005719612,0.0001573513,0.0001725093,0.00002329042,0.00001812428,0.00003263462,0.0006894257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9913379,"threshold_uncertainty_score":0.5558786,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001557757,0.0001527978,0.0008221066,0.000219367,0.00005220294,0.00000622855,0.0002720406,0.0001064706,0.0000902395],"category_scores_gemma":[0.0004432221,0.0001094982,0.0001001021,0.000308193,0.000186486,0.0001145327,0.0000773456,0.0003989626,0.000005311223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006204082,"about_ca_system_score_gemma":0.00007170056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006670261,"about_ca_topic_score_gemma":0.02609564,"domain_scores_codex":[0.9981484,0.0001166784,0.0008570611,0.0001577622,0.0003334185,0.0003866635],"domain_scores_gemma":[0.9987019,0.0002822364,0.0003524266,0.0004037761,0.0001362596,0.0001234032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003214557,0.0006968708,0.8628855,0.0002737624,0.0002817905,0.00003634322,0.04645792,0.0005445415,0.03333092,0.0009409056,0.0008996188,0.05043726],"study_design_scores_gemma":[0.002487464,0.001726099,0.9081135,0.0004825634,0.0001143639,0.0006215798,0.01348155,0.0000983173,0.07102334,0.0008630017,0.0008145952,0.0001736671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831313,0.002442249,0.001417371,0.009867866,0.0001310316,0.0003576023,0.000002460184,0.00001570882,0.002634407],"genre_scores_gemma":[0.9951618,0.0000377385,0.004369359,0.0001181276,0.00007477318,0.000006893033,0.000001064924,0.00001593542,0.0002143318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05026359,"threshold_uncertainty_score":0.9916756,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003193815,0.0002603916,0.0006405413,0.000141908,0.0004498654,0.00003957598,0.0002705127,0.0001512445,0.0002676703],"category_scores_gemma":[0.001831551,0.0001557664,0.0001611974,0.0001658257,0.0008543344,0.0002405811,0.0000590723,0.0004632445,0.000003315281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006991142,"about_ca_system_score_gemma":0.000889296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006073235,"about_ca_topic_score_gemma":0.001141123,"domain_scores_codex":[0.9965131,0.001353305,0.0009570021,0.0002253081,0.0004489521,0.0005023625],"domain_scores_gemma":[0.9948835,0.002604961,0.0006156962,0.0004720874,0.001289958,0.0001337817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03617589,0.004661127,0.01558063,0.001802709,0.00575359,0.00005818457,0.1629428,0.001807358,0.3318029,0.3849624,0.03087194,0.02358043],"study_design_scores_gemma":[0.04917232,0.03075968,0.1314977,0.004054709,0.005539268,0.01432426,0.2664562,0.04139354,0.3085957,0.1273266,0.01779366,0.003086531],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211614,0.001236858,0.02647736,0.04432863,0.000305183,0.002580309,0.0006489092,0.00004271644,0.00321863],"genre_scores_gemma":[0.8495168,0.00007661737,0.1487938,0.001100663,0.0001364231,0.0001676003,0.00009484167,0.00002731877,0.00008593748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2576359,"threshold_uncertainty_score":0.6351971,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004679951,0.0001265241,0.0005379931,0.000132733,0.000224254,0.00002907472,0.0001562172,0.0001698555,0.00009518456],"category_scores_gemma":[0.001555867,0.00008426666,0.00004868067,0.0001065448,0.002004261,0.0002647757,0.0001105118,0.0006459379,0.000003039375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002018003,"about_ca_system_score_gemma":0.00005180174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003837014,"about_ca_topic_score_gemma":0.001957545,"domain_scores_codex":[0.9981534,0.0003079509,0.0005756302,0.0002099738,0.0003160904,0.0004369351],"domain_scores_gemma":[0.9972299,0.00173686,0.0001783259,0.0003563396,0.0002650581,0.0002334659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01303091,0.0006876248,0.809193,0.0002390427,0.001335368,0.0005758813,0.01693203,0.000001263085,0.008051869,0.01128036,0.02095322,0.1177195],"study_design_scores_gemma":[0.003122868,0.005335768,0.9262754,0.0002253056,0.0001564041,0.002900834,0.01412077,0.00003743176,0.001377378,0.01160084,0.0346889,0.0001580369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246106,0.01442823,0.00006521268,0.05937908,0.0001576054,0.0002226724,0.000003016607,0.00001910524,0.00111455],"genre_scores_gemma":[0.989448,0.007262922,0.0009078117,0.0005307696,0.0003507344,0.000001482205,0.000001162651,0.00001579388,0.001481402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175615,"threshold_uncertainty_score":0.7384782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252099518","doi":"10.1093/gerona/63.8.829","title":"Sarcopenia != Dynapenia","year":2008,"lang":"en","type":"review","venue":"The Journals of Gerontology Series A","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":801,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"","keywords":"Sarcopenia; Muscle mass; Atrophy; Muscle strength; Muscle atrophy; Mechanism (biology); Neuroscience; Function (biology); Physical medicine and rehabilitation; Psychology; Medicine; Gerontology; Biology; Internal medicine; Evolutionary biology; Physics","authors":[{"name":"Brian C. Clark","is_ca":false},{"name":"Todd M. Manini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2704760597426941,"gpt":0.4776997719961983,"spread":0.2072237122535042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004758862,0.0003149216,0.002860953,0.0002166873,0.0002359341,0.000008914812,0.0003523753,0.0003759802,0.001179072],"category_scores_gemma":[0.0001335957,0.0001814471,0.0005660879,0.0002135111,0.0004575849,0.00007680262,0.00008602967,0.0010581,0.0001228074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000999986,"about_ca_system_score_gemma":0.0006092535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002314832,"about_ca_topic_score_gemma":0.00003885322,"domain_scores_codex":[0.9975487,0.000377224,0.001211174,0.0002048262,0.0002577338,0.0004003333],"domain_scores_gemma":[0.9978597,0.0002551936,0.0009967049,0.0005450239,0.0001661904,0.0001771749],"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":[0.0002862722,0.0001320055,0.00003336291,0.01906588,0.0006148571,0.0003222762,0.0003244859,4.890055e-8,0.000004674244,0.0005448238,0.03654367,0.9421276],"study_design_scores_gemma":[0.0004147792,0.000261925,0.00006101612,0.01181245,0.0005778606,0.02955667,0.00006650964,2.413884e-7,0.000002399629,0.0001634022,0.9569531,0.0001296164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000248964,0.9892521,0.000008819306,0.005420081,0.0004112648,0.0006763212,0.00001479254,0.00003153129,0.004160194],"genre_scores_gemma":[0.00001356682,0.995463,0.0008438274,0.0006760919,0.0003831231,0.00003540631,0.00001559669,0.00004392734,0.002525473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.941998,"threshold_uncertainty_score":0.999734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111687617","doi":"10.1093/gerona/60.10.1304","title":"Gait Velocity as a Single Predictor of Adverse Events in Healthy Seniors Aged 75 Years and Older","year":2005,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":750,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Gait; Physical medicine and rehabilitation; Medicine; Gerontology; Adverse effect; Test (biology); Internal medicine","authors":[{"name":"Manuel Montero‐Odasso","is_ca":true},{"name":"Marcelo Schapira","is_ca":false},{"name":"Enrique R. Soriano","is_ca":false},{"name":"Macarena Arroyo Varela","is_ca":false},{"name":"R. Kaplan","is_ca":false},{"name":"Luis Alberto Cámera","is_ca":false},{"name":"Luis M. Mayorga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03928447281016793,"gpt":0.3639224539618012,"spread":0.3246379811516332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001247882,0.0001154681,0.0004279497,0.00009702194,0.000174667,7.227173e-7,0.0001676846,0.0002130266,0.0001165335],"category_scores_gemma":[0.000139565,0.00008993163,0.00006525355,0.0001137223,0.0001862061,0.0002104913,0.00008314296,0.0005049721,0.00001208592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007850584,"about_ca_system_score_gemma":0.0001320382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004313527,"about_ca_topic_score_gemma":0.003808324,"domain_scores_codex":[0.9977164,0.0008567561,0.0007503507,0.0001422816,0.0001731453,0.0003610847],"domain_scores_gemma":[0.9987323,0.0002166689,0.0006658484,0.0002159957,0.00008198441,0.00008723919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007046853,0.002147528,0.8751304,0.0009246565,0.0003511575,0.0000210317,0.07239156,0.00001598423,0.02733934,0.0007931099,0.004222129,0.0096163],"study_design_scores_gemma":[0.002107283,0.0003428029,0.9910151,0.0003224279,0.00002832025,0.000027539,0.004258364,0.00001796076,0.00002130468,0.001056269,0.000731429,0.00007115628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943488,0.001259632,0.00002381255,0.003106578,0.0002554162,0.0004382476,0.00001551627,0.00001458964,0.0005374294],"genre_scores_gemma":[0.9971476,0.001030668,0.0004846722,0.0005299728,0.0001179735,0.00001799069,0.000003028026,0.00001253029,0.000655618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158848,"threshold_uncertainty_score":0.3667305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099210995","doi":"10.1093/gerona/glu103","title":"Protein Ingestion to Stimulate Myofibrillar Protein Synthesis Requires Greater Relative Protein Intakes in Healthy Older Versus Younger Men","year":2014,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":746,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; York University; University of Toronto","funders":"Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Nestec","keywords":"Ingestion; Lean body mass; Endocrinology; Medicine; Meal; Internal medicine; Myofibril; Body mass index; Sarcopenia; Postprandial; Body weight","authors":[{"name":"Daniel R. Moore","is_ca":true},{"name":"Tyler A. Churchward‐Venne","is_ca":true},{"name":"Oliver C. Witard","is_ca":false},{"name":"Leigh Breen","is_ca":false},{"name":"Nicholas A. Burd","is_ca":false},{"name":"Kevin D. Tipton","is_ca":false},{"name":"Stuart M. Phillips","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03338969353194407,"gpt":0.2954714230795003,"spread":0.2620817295475563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111705,0.0002301035,0.0004142243,0.0001296484,0.0001350525,0.0000247133,0.0002568981,0.00025529,0.00004189715],"category_scores_gemma":[0.0006963763,0.0001712536,0.00008860433,0.0001397795,0.0001889961,0.00004846478,0.0001079507,0.0001851609,0.000005801704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003294018,"about_ca_system_score_gemma":0.0000527538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001694878,"about_ca_topic_score_gemma":0.0002997712,"domain_scores_codex":[0.9977528,0.0007937173,0.0005417489,0.0003332615,0.000193576,0.0003848232],"domain_scores_gemma":[0.9989506,0.00004109422,0.0003314862,0.0004213272,0.000158383,0.00009713701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0206658,0.000105321,0.000552877,0.0001330784,0.0001514762,0.000005238574,0.0008640682,0.000077703,0.9682032,0.001110261,0.0003005368,0.007830379],"study_design_scores_gemma":[0.003300799,0.004018079,0.03171423,0.0007662067,0.00008259606,0.00004984914,0.0005818055,0.00004716726,0.9475131,0.001952636,0.009452835,0.00052068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988783,0.001066514,0.0006561499,0.007639654,0.00009093394,0.001275671,0.0000132102,0.00001272069,0.0004621441],"genre_scores_gemma":[0.9969254,0.0001003594,0.002033395,0.000118143,0.000229845,0.0003045846,0.000008810535,0.00002826942,0.0002512577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03116136,"threshold_uncertainty_score":0.698352,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001801015,0.0001434119,0.0007387181,0.0001008578,0.0002696586,0.00001090309,0.0001775031,0.0000804379,0.0000109109],"category_scores_gemma":[0.0006141633,0.00008723465,0.00002693395,0.0001099401,0.000580988,0.0001208202,0.00009871091,0.0005271939,4.555967e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005684025,"about_ca_system_score_gemma":0.0002519117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5219651,"about_ca_topic_score_gemma":0.7875404,"domain_scores_codex":[0.9981153,0.000490334,0.0008267076,0.0001368299,0.0001941624,0.0002366754],"domain_scores_gemma":[0.9980364,0.0006060465,0.0006062353,0.000464238,0.0001623128,0.0001247817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001214011,0.0001442943,0.9398373,0.0002419779,0.0001493554,0.00003006417,0.05732993,0.00001484525,0.00001616598,0.00001437856,0.00003150528,0.002068724],"study_design_scores_gemma":[0.002548885,0.0005709229,0.9442697,0.001288428,0.00007796631,0.0005541579,0.05009972,0.000005323463,0.00006655446,0.0004347651,0.00002238535,0.00006120739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606592,0.01883444,0.00001297035,0.01981173,0.00005338878,0.000566268,0.00003264506,0.000004549214,0.00002477654],"genre_scores_gemma":[0.9975032,0.001876521,0.0002298982,0.0003222345,0.00001301727,0.000006014313,0.000004584576,0.00000985689,0.00003463395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2655753,"threshold_uncertainty_score":0.4812182,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001424082,0.0001503554,0.0005559498,0.0001238802,0.0001958142,0.00002219521,0.000614439,0.0001614034,0.00008736084],"category_scores_gemma":[0.001392304,0.0001059433,0.00003489436,0.00005521049,0.0005922897,0.0003745432,0.0002752424,0.0003557494,0.000001273991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005034858,"about_ca_system_score_gemma":0.0003376217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003304215,"about_ca_topic_score_gemma":0.003146704,"domain_scores_codex":[0.9983528,0.0001304898,0.0006563085,0.0002138409,0.00040973,0.0002368224],"domain_scores_gemma":[0.9977103,0.0001727082,0.0007088732,0.001094819,0.0002207759,0.00009252618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001968746,0.0002775441,0.9076878,0.0006592313,0.0004665373,0.0000950804,0.007757504,0.00005782383,0.008476064,0.00009034847,0.001084341,0.07137892],"study_design_scores_gemma":[0.002836875,0.0001991295,0.9520999,0.0009575414,0.00008644204,0.000196078,0.00115716,0.0001938479,0.03947481,0.0003474625,0.00232721,0.0001235174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845157,0.001472316,0.0004490399,0.01264869,0.0001459033,0.0002599002,0.00001625651,0.00001044091,0.0004817844],"genre_scores_gemma":[0.9970707,0.0001698764,0.002457057,0.0001092804,0.00005469068,0.000008191261,0.00001358823,0.00001305207,0.0001036217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0712554,"threshold_uncertainty_score":0.4320244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118762638","doi":"10.1093/gerona/63.10.1076","title":"Functional Impact of 10 Days of Bed Rest in Healthy Older Adults","year":2008,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":557,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Institute on Aging; Deutsches Krebsforschungszentrum; National Center for Research Resources; University of Arkansas for Medical Sciences; University of Texas Medical Branch; University of Arkansas","keywords":"Rest (music); Bed rest; Medicine; Gerontology; Physical medicine and rehabilitation; Internal medicine","authors":[{"name":"Patrick Kortebein","is_ca":false},{"name":"T. Brock Symons","is_ca":false},{"name":"Arny A. Ferrando","is_ca":false},{"name":"Douglas Paddon‐Jones","is_ca":true},{"name":"Ola Rønsen","is_ca":false},{"name":"Elizabeth Protas","is_ca":false},{"name":"Scott A. Conger","is_ca":false},{"name":"Juan Lombeida","is_ca":false},{"name":"Robert R. Wolfe","is_ca":false},{"name":"W. J. Evans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05215636776214506,"gpt":0.3473210000837376,"spread":0.2951646323215926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006130926,0.0001479147,0.0008341392,0.0002208788,0.00004640408,7.326894e-7,0.0001445002,0.0001957629,0.001106273],"category_scores_gemma":[0.0004172498,0.00008880704,0.0001909947,0.0002086538,0.0006932857,0.00007712228,0.00004167049,0.0002938272,0.000005601053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006703939,"about_ca_system_score_gemma":0.0003207237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008315094,"about_ca_topic_score_gemma":0.0006842072,"domain_scores_codex":[0.9983808,0.0002918699,0.0006992118,0.0001433528,0.0001950701,0.0002896718],"domain_scores_gemma":[0.9982615,0.0003780492,0.0006233813,0.0003542689,0.0002947791,0.00008801411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08791953,0.001206405,0.779948,0.0003480797,0.0008333772,0.0001415711,0.005605713,0.00007167173,0.1036002,0.0002574576,0.01882266,0.001245365],"study_design_scores_gemma":[0.003617691,0.005524524,0.9806709,0.0002015103,0.0000420057,0.002203856,0.0004236337,0.00001323669,0.007076216,0.00006933796,0.00009303526,0.00006402604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896604,0.003800133,0.00001614999,0.005554156,0.0001416048,0.0002991633,0.00001252794,0.000008000176,0.0005078162],"genre_scores_gemma":[0.9982839,0.001026317,0.0002360762,0.0001486059,0.00008088331,0.000007197411,0.000006516651,0.00001239567,0.0001980762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2007229,"threshold_uncertainty_score":0.9998069,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00176621,0.0002986196,0.001227467,0.0002710258,0.0001078709,0.00003817744,0.001077763,0.0003247128,0.0006969835],"category_scores_gemma":[0.0006888999,0.000196309,0.00008559856,0.0003721462,0.001003366,0.0006758204,0.0004382817,0.001823858,0.00003111557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007985366,"about_ca_system_score_gemma":0.000284793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00507181,"about_ca_topic_score_gemma":0.05877543,"domain_scores_codex":[0.9964916,0.0005166127,0.001452818,0.0004641054,0.0004341773,0.0006406918],"domain_scores_gemma":[0.9967831,0.0006415513,0.0006187867,0.001550338,0.0002176993,0.0001884647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007157415,0.0004022141,0.9829639,0.00006123939,0.0001855558,0.00009204914,0.001877652,0.00005418524,0.0002122366,0.00003201788,0.009475533,0.003927652],"study_design_scores_gemma":[0.004108858,0.0005037651,0.9848017,0.0006456551,0.00007239515,0.0004548352,0.0045286,0.0009739128,0.00005072264,0.0004187856,0.003241631,0.0001991946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655765,0.001816181,0.0006597136,0.02964534,0.0001933257,0.0007074502,0.0000195177,0.00003227189,0.001349664],"genre_scores_gemma":[0.9958498,0.0004599594,0.001772141,0.001121798,0.0001632424,0.00002874633,0.00002132638,0.00003439838,0.000548541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05370362,"threshold_uncertainty_score":0.9583995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115349822","doi":"10.1093/gerona/63.8.879","title":"ELISA and Multiplex Technologies for Cytokine Measurement in Inflammation and Aging Research","year":2008,"lang":"en","type":"review","venue":"The Journals of Gerontology Series A","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":514,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Aging","keywords":"Multiplex; Gold standard (test); Mediator; Cytokine; Inflammation; Immunology; Medicine; Measure (data warehouse); Computational biology; Computer science; Bioinformatics; Risk analysis (engineering); Data science; Biology; Data mining; Internal medicine","authors":[{"name":"S. X. Leng","is_ca":false},{"name":"Janet E. McElhaney","is_ca":true},{"name":"Jeremy Walston","is_ca":false},{"name":"Dawen Xie","is_ca":false},{"name":"Neal S. Fedarko","is_ca":false},{"name":"George A. Kuchel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2266375936790437,"gpt":0.4235641220481162,"spread":0.1969265283690725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00177636,0.0002478211,0.001418845,0.0005818912,0.0001921707,0.00001961657,0.00017158,0.000269888,0.000006518374],"category_scores_gemma":[0.002111942,0.0001532023,0.0001297335,0.0002253038,0.0006941386,0.0001608491,0.0001083438,0.0003476937,5.979144e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000846638,"about_ca_system_score_gemma":0.0005187452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005944112,"about_ca_topic_score_gemma":0.0003392393,"domain_scores_codex":[0.9979247,0.0002766813,0.0008689769,0.0002293481,0.0003817903,0.0003184504],"domain_scores_gemma":[0.9981947,0.0003553678,0.0005006304,0.0003222093,0.0005647669,0.00006235964],"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":[0.0001606833,0.00003819407,0.0002519106,0.006993742,0.000204643,0.000009903059,0.0004186601,5.048718e-7,0.00009151398,0.0004043251,0.0003941632,0.9910318],"study_design_scores_gemma":[0.0008768493,0.0001669087,0.001823198,0.01015804,0.0005191779,0.001223994,0.001174437,0.000006021145,0.00009784811,0.0008094132,0.9829886,0.0001555028],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003628917,0.9927228,0.00003020753,0.001705164,0.00007040182,0.001651026,0.00001534492,0.00003126972,0.0001448788],"genre_scores_gemma":[0.00103189,0.9977307,0.0006187381,0.00001150521,0.0001807682,0.0002631025,0.00001181787,0.00002366417,0.0001278035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9908763,"threshold_uncertainty_score":0.624741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135940547","doi":"10.1093/gerona/59.9.m940","title":"Environmental Influences on Cognitive and Brain Plasticity During Aging","year":2004,"lang":"en","type":"review","venue":"The Journals of Gerontology Series A","topic":"Physical Activity and Health","field":"Medicine","cited_by":499,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"National Institute on Aging; University of Illinois at Urbana-Champaign","keywords":"Extant taxon; Cognition; Psychology; Cognitive skill; Cognitive reserve; Life span; Developmental psychology; Cognitive psychology; Gerontology; Neuroscience; Cognitive impairment; Medicine; Biology","authors":[{"name":"Arthur F. Kramer","is_ca":false},{"name":"Louis Bherer","is_ca":true},{"name":"Stanley J. Colcombe","is_ca":false},{"name":"Wei Dong","is_ca":false},{"name":"William T. Greenough","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08982871597915934,"gpt":0.3880697900593547,"spread":0.2982410740801953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002002626,0.0002372012,0.001529998,0.00008130951,0.0002035029,0.000009523323,0.00009527394,0.0001631369,0.0000570608],"category_scores_gemma":[0.0001630181,0.0001405503,0.0001701166,0.00005168333,0.0005948934,0.0001104825,0.00007202408,0.0008038842,0.000008904101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002219,"about_ca_system_score_gemma":0.0001535699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003773447,"about_ca_topic_score_gemma":0.00002620623,"domain_scores_codex":[0.9987543,0.000209787,0.0004107327,0.0001889297,0.000178536,0.0002576779],"domain_scores_gemma":[0.9984636,0.0008041441,0.0005033956,0.0001031213,0.00001203829,0.0001137348],"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":[0.002087803,0.001577319,0.0005451156,0.06756274,0.002586744,0.000378916,0.004096244,0.000003721744,0.0004817481,0.0009778028,0.0000495839,0.9196523],"study_design_scores_gemma":[0.01151814,0.01946235,0.1421476,0.625116,0.01526785,0.0355432,0.006277223,0.000004386794,0.00188548,0.008777768,0.131275,0.002725019],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1520022,0.8463759,0.00000404638,0.001056424,0.00003993745,0.0003305505,0.00004051192,0.000009084588,0.0001413369],"genre_scores_gemma":[0.0818885,0.9177154,0.00001381526,0.0001549008,0.0001394472,0.00001048938,0.000002953433,0.00001454199,0.00005998853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9169272,"threshold_uncertainty_score":0.5731473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3106296722","doi":"10.1093/gerona/glaa286","title":"GrimAge Outperforms Other Epigenetic Clocks in the Prediction of Age-Related Clinical Phenotypes and All-Cause Mortality","year":2020,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":481,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Medical Research Council; National Institute on Aging; National Institutes of Health; Atlantic Philanthropies","keywords":"Polypharmacy; Epigenetics; Grip strength; Ageing; DNA methylation; Preferred walking speed; Gerontology; Medicine; Demography; Biology; Internal medicine; Physical medicine and rehabilitation; Physiology; Genetics","authors":[{"name":"Cathal McCrory","is_ca":false},{"name":"Giovanni Fiorito","is_ca":false},{"name":"Belinda Hernández","is_ca":false},{"name":"Silvia Polidoro","is_ca":false},{"name":"Aisling O’Halloran","is_ca":false},{"name":"Ann Hever","is_ca":false},{"name":"Clíona Ní Cheallaigh","is_ca":false},{"name":"Ake T. Lu","is_ca":false},{"name":"Steve Horvath","is_ca":false},{"name":"Paolo Vineis","is_ca":false},{"name":"Rose Anne Kenny","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1293307983943399,"gpt":0.3688620366556644,"spread":0.2395312382613245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006858,0.0001066857,0.0002446099,0.00001845287,0.00004646211,0.000009484853,0.0002140685,0.0001776892,0.00002346503],"category_scores_gemma":[0.0002133138,0.00006271002,0.00007964493,0.00006351947,0.0004065205,0.000007556663,0.00006718442,0.0001934727,6.184094e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002760835,"about_ca_system_score_gemma":0.00002945769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005364626,"about_ca_topic_score_gemma":0.0002763952,"domain_scores_codex":[0.9985725,0.0003778275,0.000625731,0.0001639233,0.0001182664,0.0001417927],"domain_scores_gemma":[0.9992626,0.00005975512,0.0003174472,0.0002535564,0.00006213616,0.00004453122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007387312,0.0002245042,0.5237432,0.00007333353,0.001261672,0.0000104432,0.004387068,0.0004583785,0.4617795,0.000386942,0.0003225494,0.00661374],"study_design_scores_gemma":[0.00116009,0.001936943,0.9252613,0.00002602316,0.0003573812,0.00002400822,0.00120314,0.0002187951,0.06344672,0.002628712,0.003586319,0.0001505325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906291,0.006370103,0.0002941895,0.00203626,0.0000855761,0.000176056,0.00001798101,0.000002912807,0.0003878299],"genre_scores_gemma":[0.9936899,0.005709472,0.0001641741,0.0002836309,0.0001030048,0.000004528159,0.000009734285,0.000009617406,0.00002591918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4015182,"threshold_uncertainty_score":0.2557241,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005172438,0.0001702473,0.0005947285,0.000128928,0.00008394119,0.00001580529,0.0001847064,0.0001696433,0.000288986],"category_scores_gemma":[0.0002212858,0.0001181508,0.00006961585,0.0001545744,0.0002460909,0.0002073786,0.00004547794,0.0004768338,0.000005452305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004333338,"about_ca_system_score_gemma":0.00007255204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002318262,"about_ca_topic_score_gemma":0.001767192,"domain_scores_codex":[0.9986577,0.0001292643,0.0004614705,0.0001767644,0.0002300158,0.000344792],"domain_scores_gemma":[0.9990912,0.0001330445,0.000215922,0.0003349753,0.0001117253,0.0001131361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002806098,0.0005307366,0.9490058,0.0001246049,0.0001615643,0.0002563667,0.006190305,0.00001573524,0.02061267,0.0006106844,0.004620348,0.01506503],"study_design_scores_gemma":[0.002201364,0.0006743202,0.9882719,0.0001657115,0.00006441562,0.001935813,0.001110452,0.00007537162,0.001455342,0.003574813,0.0003640031,0.0001065286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583365,0.002562508,0.0002228851,0.0368723,0.000109379,0.0002764992,0.000003299456,0.00001784632,0.001598742],"genre_scores_gemma":[0.9967771,0.0007012559,0.0007314665,0.0008125895,0.00009526688,0.000004262136,0.000001449992,0.00001005314,0.0008665254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03926601,"threshold_uncertainty_score":0.4818049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139100680","doi":"10.1093/gerona/56.10.m638","title":"The Hierarchy of Functional Loss Associated With Cognitive Decline in Older Persons","year":2001,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":355,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Gerontology; Activities of daily living; Cohort; Cognitive decline; Cognition; Cohort study; Independence (probability theory); Psychology; Prospective cohort study; Medicine; Demography; Dementia; Psychiatry; Disease; Surgery","authors":[{"name":"V. Njegovan","is_ca":true},{"name":"Malcolm Man‐Son‐Hing","is_ca":false},{"name":"S. L. Mitchell","is_ca":false},{"name":"Frank Molnar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04360898333573782,"gpt":0.3424670069298041,"spread":0.2988580235940663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181402,0.0001053333,0.0003093241,0.00009924851,0.0001633343,0.00001034007,0.0001202143,0.00006310751,0.0006051181],"category_scores_gemma":[0.0005224662,0.00005198788,0.00007883268,0.0002748322,0.0009422218,0.00009606574,0.00005661236,0.000348594,0.000002812871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003411286,"about_ca_system_score_gemma":0.0001826625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006462963,"about_ca_topic_score_gemma":0.001648101,"domain_scores_codex":[0.9985127,0.0002969362,0.0003369654,0.000107523,0.0004243497,0.0003214947],"domain_scores_gemma":[0.9983012,0.0007519096,0.0002347913,0.0001197574,0.0005303004,0.00006203579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008112317,0.0005132792,0.9844392,0.00001483629,0.0006526468,0.0001340055,0.001030487,0.000002804467,0.0009025615,0.0001596163,0.0004017715,0.003636487],"study_design_scores_gemma":[0.003414926,0.001346485,0.9871616,0.0002398519,0.000138107,0.0006223732,0.005355182,0.00001769536,0.0008137753,0.0004608112,0.0003763939,0.00005284979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977241,0.001372564,0.0002076736,0.01783375,0.00004006482,0.0003137676,0.000009865285,0.000005844481,0.002975499],"genre_scores_gemma":[0.9957343,0.0008754779,0.00001656483,0.000344512,0.00004043962,0.00002220334,0.000007638347,0.000009275061,0.002949556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01849336,"threshold_uncertainty_score":0.6625618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167969280","doi":"10.1093/gerona/56.7.m438","title":"Trunk Sway Measures of Postural Stability During Clinical Balance Tests: Effects of Age","year":2001,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":324,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Novartis Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Tinetti test; Trunk; Proprioception; Posturography; Physical medicine and rehabilitation; Balance (ability); Dynamic balance; Force platform; Gait; Psychology; Physical therapy; Medicine","authors":[{"name":"J.P.S. Gill","is_ca":false},{"name":"J.H.J. Allum","is_ca":false},{"name":"Mark G. Carpenter","is_ca":true},{"name":"Marta Held‐Ziółkowska","is_ca":false},{"name":"Allan L. Adkin","is_ca":true},{"name":"F. Honegger","is_ca":false},{"name":"Katarzyna Pierchała","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1158622181476201,"gpt":0.4282528878846797,"spread":0.3123906697370596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002704691,0.0001548908,0.0008853202,0.00005208582,0.0002559123,0.00000236835,0.0003768128,0.0002683453,0.00005586852],"category_scores_gemma":[0.00137268,0.0001020215,0.0002210935,0.0001376253,0.0005952906,0.0001834013,0.0001107798,0.0006986146,0.000004578939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004067798,"about_ca_system_score_gemma":0.0001167588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002490257,"about_ca_topic_score_gemma":0.001490897,"domain_scores_codex":[0.995515,0.002143957,0.001503465,0.0001773239,0.0002545764,0.0004056545],"domain_scores_gemma":[0.9961693,0.001491543,0.001426473,0.0004939613,0.0003351844,0.00008355707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001856282,0.0004895731,0.790781,0.0008342863,0.0001891309,0.00001505045,0.002490574,3.900361e-7,0.2017643,0.0002714138,0.0002846017,0.001023407],"study_design_scores_gemma":[0.001588354,0.0004336385,0.9931107,0.0005257965,0.00007562564,0.00003359093,0.001361361,0.000003147937,0.0006661228,0.001916088,0.0002040474,0.00008151157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992239,0.004141711,0.00003345801,0.001293285,0.0007470886,0.0004998991,0.00001141628,0.00002129973,0.001012839],"genre_scores_gemma":[0.995709,0.003500995,0.0002238704,0.0001019628,0.0001856439,0.00001659197,0.00000212474,0.00001261809,0.0002471961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2023297,"threshold_uncertainty_score":0.4160318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043688728","doi":"10.1093/gerona/55.5.m270","title":"Age-Related Differences in Laterally Directed Compensatory Stepping Behavior","year":2000,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":311,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"Medical Research Council","keywords":"Stepping stone; Biology; Neuroscience; Psychology; Economics","authors":[{"name":"Brian E. Maki","is_ca":true},{"name":"M. A. Edmondstone","is_ca":true},{"name":"William E. McIlroy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06495986881845253,"gpt":0.3696453628989887,"spread":0.3046854940805362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008672944,0.0001528984,0.0005289001,0.00009057377,0.000394583,0.000008074941,0.0003096103,0.0002610953,0.001191101],"category_scores_gemma":[0.00003684999,0.0001046833,0.00008169244,0.0001552178,0.0002673377,0.0002033684,0.00004661658,0.0007917155,0.0000620401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000051099,"about_ca_system_score_gemma":0.00007754529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005116398,"about_ca_topic_score_gemma":0.003528789,"domain_scores_codex":[0.9969811,0.001361137,0.00090383,0.0001576794,0.0001525731,0.0004437101],"domain_scores_gemma":[0.9989376,0.0002431238,0.0004258941,0.0002510944,0.00007965441,0.00006263474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001275301,0.001004123,0.9019439,0.0002024952,0.0002938785,0.0001765187,0.03204067,0.000003562921,0.03710096,0.001294278,0.00206935,0.02259496],"study_design_scores_gemma":[0.001000164,0.0001024742,0.9949782,0.0003484759,0.00004412994,0.00003285451,0.001413265,0.0000235483,0.000005397441,0.00129353,0.0006519891,0.0001059814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990364,0.001554543,0.000002131493,0.001422935,0.0004210453,0.0004340747,0.000008171104,0.00006661594,0.00572649],"genre_scores_gemma":[0.9924184,0.001414807,0.0001140167,0.0002371024,0.00006090967,0.00005149683,0.000006780377,0.00001398018,0.005682479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09303429,"threshold_uncertainty_score":0.9997219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146689258","doi":"10.1093/gerona/63.12.1399","title":"Life Course Social and Health Conditions Linked to Frailty in Latin American Older Men and Women","year":2008,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":300,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Life course approach; Gerontology; Socioeconomic status; Demography; Odds; Affect (linguistics); Medicine; Odds ratio; Marital status; Social class; Logistic regression; Psychology; Environmental health; Population; Sociology","authors":[{"name":"Beatriz Alvarado","is_ca":true},{"name":"Marı́a Victoria Zunzunegui","is_ca":false},{"name":"François Béland","is_ca":false},{"name":"Jean-Marie Bamvita","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09525616051662615,"gpt":0.3887281555320234,"spread":0.2934719950153973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004334185,0.0001273123,0.000615461,0.00009577404,0.0002264878,0.000007352137,0.00008250096,0.00006503271,0.0001275702],"category_scores_gemma":[0.0002203825,0.0000957867,0.00002787917,0.0001582605,0.0008689056,0.00008883592,0.00005721704,0.0002972783,0.000002491867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006438403,"about_ca_system_score_gemma":0.0002832451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000821779,"about_ca_topic_score_gemma":0.001376183,"domain_scores_codex":[0.9987822,0.0001514291,0.0004126095,0.0001481031,0.0001560646,0.0003496051],"domain_scores_gemma":[0.9990683,0.0001174687,0.0002538609,0.0001535728,0.00008510427,0.0003217549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001567979,0.0005524441,0.5760177,0.0001792908,0.0006257977,0.0001330239,0.2935354,0.00001364697,0.002098248,0.0004479029,0.1105609,0.01426767],"study_design_scores_gemma":[0.001489003,0.0008327576,0.9803642,0.00006436865,0.00002331717,0.0004512133,0.0155336,0.00001060532,0.00001744842,0.0002121209,0.0009213481,0.00008001264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8210268,0.0008728403,0.00001447275,0.1774009,0.0000314279,0.000295026,0.00001926446,0.00001388875,0.0003253524],"genre_scores_gemma":[0.9918592,0.0009777651,0.000477097,0.005941192,0.0001017691,0.00002762061,0.000003187831,0.00001358586,0.0005985806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4043465,"threshold_uncertainty_score":0.3906068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112573938","doi":"10.1093/gerona/glt089","title":"Aging, the Central Nervous System, and Mobility","year":2013,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":294,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Sunnybrook Health Science Centre","funders":"National Institute on Aging; University of Pittsburgh","keywords":"Terminology; Psychological intervention; Intervention (counseling); Gerontology; Medicine; Disease; Discipline; Life course approach; Psychology; Developmental psychology; Political science; Psychiatry","authors":[{"name":"Andrea Rosso","is_ca":false},{"name":"Stephanie A. Studenski","is_ca":false},{"name":"Wen Chen","is_ca":false},{"name":"Howard Aizenstein","is_ca":false},{"name":"Neil B. Alexander","is_ca":false},{"name":"David A. Bennett","is_ca":false},{"name":"Sandra E. Black","is_ca":true},{"name":"Richard Camicioli","is_ca":true},{"name":"Michelle C. Carlson","is_ca":false},{"name":"Luigi Ferrucci","is_ca":false},{"name":"Jack M. Guralnik","is_ca":false},{"name":"Jeffrey M. Hausdorff","is_ca":false},{"name":"Jeffrey Kaye","is_ca":false},{"name":"Lenore J. Launer","is_ca":false},{"name":"Lewis A. Lipsitz","is_ca":false},{"name":"Joe Verghese","is_ca":false},{"name":"Caterina Rosano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06294180527636699,"gpt":0.3850355388771492,"spread":0.3220937336007822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00111255,0.0001454745,0.0003978575,0.0000269118,0.001359308,0.00001499689,0.0003461385,0.0001041793,0.0002697542],"category_scores_gemma":[0.0003000392,0.0000676496,0.00005927033,0.000067849,0.0006517833,0.0001875427,0.000269045,0.0005633286,0.00003639459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006133891,"about_ca_system_score_gemma":0.00006721252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279319,"about_ca_topic_score_gemma":0.004906157,"domain_scores_codex":[0.9974437,0.001107274,0.0005837154,0.0001434823,0.0001553898,0.0005663863],"domain_scores_gemma":[0.997879,0.0008945961,0.0004622305,0.0004492402,0.0002399005,0.00007498437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005323471,0.00006152978,0.9160545,0.0007032327,0.0003779421,0.000004802522,0.04487415,0.0000109431,0.0006503336,0.003415557,0.03094446,0.00284932],"study_design_scores_gemma":[0.0002458607,0.00007099397,0.9611539,0.000218336,0.00005220349,0.00007854033,0.03441797,0.00003118832,0.00002641888,0.001163374,0.00247121,0.00007002519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494439,0.003914227,0.00004219861,0.04328613,0.0006929287,0.0007399438,0.000005380296,0.00004972583,0.001825549],"genre_scores_gemma":[0.9972582,0.0005190442,0.00007023962,0.000547714,0.0002161162,0.00009410757,2.48207e-7,0.00001232323,0.001282006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04781428,"threshold_uncertainty_score":0.9999408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160150599","doi":"10.1093/gerona/glu155","title":"The Motor Signature of Mild Cognitive Impairment: Results From the Gait and Brain Study","year":2014,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":281,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research","keywords":"Gait; Physical medicine and rehabilitation; Cognition; Neurocognitive; Psychology; STRIDE; Cognitive decline; Medicine; Neuroscience; Internal medicine; Dementia; Disease","authors":[{"name":"Manuel Montero‐Odasso","is_ca":true},{"name":"Afua Oteng-Amoako","is_ca":true},{"name":"Mark Speechley","is_ca":true},{"name":"Karen Gopaul","is_ca":true},{"name":"Olivier Beauchet","is_ca":false},{"name":"Cédric Annweiler","is_ca":false},{"name":"Susan Hunter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04113242787288272,"gpt":0.3696918771893651,"spread":0.3285594493164824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003939743,0.000144264,0.0003772786,0.00002327656,0.001103526,0.00001100994,0.0003850523,0.0001743638,0.00002327885],"category_scores_gemma":[0.0009903454,0.00006408097,0.00007951632,0.0000785984,0.0004586403,0.0001053502,0.0001588607,0.0007583684,0.000005486213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001545249,"about_ca_system_score_gemma":0.00006319573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006247488,"about_ca_topic_score_gemma":0.004279568,"domain_scores_codex":[0.9954717,0.00311089,0.0007454838,0.0001655889,0.0001896142,0.000316715],"domain_scores_gemma":[0.992229,0.006112679,0.0009901064,0.0003811608,0.000235366,0.00005171062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.05599834,0.003682166,0.2386642,0.0003502275,0.004800243,0.00001388331,0.4481397,0.000003180663,0.03448187,0.006705901,0.1760275,0.03113281],"study_design_scores_gemma":[0.003181755,0.0008968994,0.9293017,0.0002762716,0.0001275521,0.000005424508,0.05791903,0.00002224183,0.00001716852,0.005731841,0.002447146,0.00007291161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702096,0.003951181,0.00003227833,0.02321696,0.000386454,0.001055659,0.0001589718,0.00001269856,0.0009761773],"genre_scores_gemma":[0.9964473,0.00101064,0.00003198759,0.0009895351,0.0002687835,0.00004052387,0.000007018968,0.00001188816,0.001192339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6906376,"threshold_uncertainty_score":0.8487544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120007830","doi":"10.1093/gerona/glr235","title":"Pilot Study of Resveratrol in Older Adults With Impaired Glucose Tolerance","year":2012,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Sirtuins and Resveratrol in Medicine","field":"Medicine","cited_by":279,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"National Institute on Minority Health and Health Disparities; National Center for Research Resources; National Institutes of Health; American Diabetes Association","keywords":"Reactive hyperemia; Internal medicine; Impaired glucose tolerance; Resveratrol; Endocrinology; Insulin; Diabetes mellitus; Carbohydrate metabolism; Medicine; Meal; Area under the curve; Type 2 diabetes; Glucose homeostasis; Chemistry; Insulin resistance; Pharmacology; Blood flow","authors":[{"name":"Jill P. Crandall","is_ca":true},{"name":"V Oram","is_ca":false},{"name":"Georgeta G. Trandafirescu","is_ca":false},{"name":"Migdalia Reid","is_ca":false},{"name":"Preeti Kishore","is_ca":true},{"name":"Meredith Hawkins","is_ca":true},{"name":"Hillel W. Cohen","is_ca":false},{"name":"Nir Barzilai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03703071452301582,"gpt":0.3110453304048413,"spread":0.2740146158818255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008992639,0.000180556,0.0007782038,0.0001391269,0.00006545224,0.00000358319,0.0001779991,0.0000523303,0.0001780539],"category_scores_gemma":[0.0001105627,0.00009225421,0.0000495137,0.0002307071,0.0002938845,0.0001675275,0.00003890483,0.0003952701,0.000001504631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003022361,"about_ca_system_score_gemma":0.00006984981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005579101,"about_ca_topic_score_gemma":0.001437399,"domain_scores_codex":[0.9982259,0.000233709,0.0006470893,0.0001390086,0.0003625493,0.0003916998],"domain_scores_gemma":[0.9987102,0.0001364936,0.0003807349,0.0004487816,0.0001964483,0.0001273329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04505559,0.007389846,0.8926915,0.0002277803,0.0005644821,0.00014338,0.03285211,0.00007518131,0.01728999,0.00005851705,0.001118641,0.002532969],"study_design_scores_gemma":[0.01243615,0.01918794,0.9422406,0.0007046274,0.0002169514,0.0009768194,0.02150141,0.0000259871,0.002515667,0.00001220536,0.00007512224,0.0001065184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833722,0.01327057,0.0000147982,0.002027432,0.0002346474,0.000751105,0.000001877505,0.00001128497,0.000316127],"genre_scores_gemma":[0.9985652,0.0005464334,0.0001913331,0.0002455726,0.0002460593,0.00002585935,9.680347e-7,0.00001880301,0.0001597602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04954908,"threshold_uncertainty_score":0.3762017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095605763","doi":"10.1093/gerona/59.5.m503","title":"Physiological and Functional Responses to Low-Moderate Versus High-Intensity Progressive Resistance Training in Frail Elders","year":2004,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":276,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Physical therapy; Stair climbing; Strength training; Medicine; Placebo; Resistance training; Intensity (physics); Leg press; Functional training; Randomized controlled trial; Physical medicine and rehabilitation; Psychology; Internal medicine","authors":[{"name":"Olivier Seynnes","is_ca":false},{"name":"M. A. Fiatarone Singh","is_ca":false},{"name":"Olivier Hüe","is_ca":true},{"name":"Pierre Pras","is_ca":false},{"name":"P Legros","is_ca":false},{"name":"Pierre Louis Bernard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1164473394081456,"gpt":0.3894517962655556,"spread":0.27300445685741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000906252,0.0001391141,0.0004302681,0.0000746233,0.0005064246,0.000007700572,0.0001260604,0.0001925966,0.00003861498],"category_scores_gemma":[0.0004861433,0.00009561028,0.00005051083,0.0001201652,0.0003210914,0.0001684428,0.00008209795,0.0005893904,0.000009348978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008714163,"about_ca_system_score_gemma":0.000226036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008106951,"about_ca_topic_score_gemma":0.002998079,"domain_scores_codex":[0.9981377,0.0006160541,0.0004750525,0.000214886,0.0001493458,0.0004069427],"domain_scores_gemma":[0.9988401,0.0003766235,0.0003319733,0.0001761162,0.0001884424,0.00008677356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4959902,0.001859034,0.03382445,0.0009935145,0.001283335,0.0006610042,0.1480058,0.000578368,0.2201977,0.06706853,0.02192749,0.007610605],"study_design_scores_gemma":[0.002986396,0.0004258949,0.9641261,0.0004844547,0.00002255006,0.00002283563,0.0120786,0.000003497631,0.00005539713,0.01941786,0.0002521788,0.0001242236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830243,0.001030891,0.0001847371,0.01442128,0.0006515339,0.0003576497,0.00001185226,0.00002404848,0.0002936862],"genre_scores_gemma":[0.9973367,0.0003019281,0.000802392,0.0008325214,0.0001748622,0.00005534117,0.000003504927,0.00000907223,0.0004836505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9303017,"threshold_uncertainty_score":0.3898874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149915437","doi":"10.1093/gerona/60.8.1046","title":"Frailty Index as a Measure of Biological Age in a Chinese Population","year":2005,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":275,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Demography; Gerontology; Life expectancy; Population; Index (typography); Medicine; Frailty Index; Cohort; Socioeconomic status; Regression analysis; Proportional hazards model; Statistics; Mathematics; Internal medicine","authors":[{"name":"William B. Goggins","is_ca":false},{"name":"Jean Woo","is_ca":false},{"name":"A. Sham","is_ca":false},{"name":"Suzanne C. Ho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0767840755649126,"gpt":0.3638235869779121,"spread":0.2870395114129995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006315137,0.0001431589,0.0006013085,0.0001312924,0.00003658299,0.000004302665,0.0001881094,0.000212928,0.0003350156],"category_scores_gemma":[0.001032579,0.00008144101,0.0001118258,0.0002040896,0.0002722332,0.000143467,0.00005146616,0.0003667451,0.00000651241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005162213,"about_ca_system_score_gemma":0.0000489771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005634642,"about_ca_topic_score_gemma":0.005699245,"domain_scores_codex":[0.998578,0.0002008262,0.000621994,0.0001314876,0.0002423284,0.0002253403],"domain_scores_gemma":[0.9990268,0.0001382365,0.0003370246,0.0003034972,0.0001303716,0.00006410915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00250264,0.0003145756,0.9610178,0.00004988114,0.0001385998,0.00006548192,0.003216126,0.0001235689,0.01646935,0.0002969455,0.0003377025,0.01546727],"study_design_scores_gemma":[0.001501046,0.0005638057,0.9928527,0.0001614573,0.00002774907,0.0008747806,0.0003784876,0.00004345951,0.0007038795,0.002391291,0.0004272356,0.00007405295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814027,0.002109862,0.00004334634,0.01460797,0.00007474212,0.0002505686,0.00000377785,0.00001584253,0.001491208],"genre_scores_gemma":[0.9983223,0.0002544787,0.0006256714,0.0003598014,0.0001217138,0.000007215689,0.000005055914,0.000009695992,0.0002940385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0318349,"threshold_uncertainty_score":0.3668185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147758671","doi":"10.1093/gerona/60.2.148","title":"Differences in Size, Strength, and Power of Upper and Lower Body Muscle Groups in Young and Older Men","year":2005,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":275,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Ankle; Torque; Muscle power; Elbow; Medicine; Elbow flexion; Muscle strength; Physical medicine and rehabilitation; Muscle group; Anatomy; Physical therapy; Physics","authors":[{"name":"Darren G. Candow","is_ca":true},{"name":"P D. Chilibeck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02143201412887158,"gpt":0.2857054115946271,"spread":0.2642733974657555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005266155,0.0001106218,0.0004062511,0.0001096412,0.00003147283,0.000009037089,0.0000639486,0.0000896419,0.0001183255],"category_scores_gemma":[0.00007282796,0.00007474511,0.00002140039,0.00006323321,0.0003465217,0.000176689,0.00006699377,0.0001966987,1.147538e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001811484,"about_ca_system_score_gemma":0.0000167973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001077804,"about_ca_topic_score_gemma":0.0006723311,"domain_scores_codex":[0.9990843,0.0001168579,0.0003758873,0.0001238244,0.0001432642,0.000155868],"domain_scores_gemma":[0.9994879,0.0001212437,0.0001513414,0.0001336691,0.00005898425,0.00004687863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007014613,0.0002980901,0.9016308,0.00007015439,0.00007657935,0.00001340015,0.005438569,1.432806e-7,0.0885647,0.0003985628,0.0003033468,0.002504192],"study_design_scores_gemma":[0.001139177,0.0004368997,0.9914975,0.0002514489,0.00003391641,0.0002103383,0.001474538,0.0000159146,0.004290658,0.0005450259,0.00003751934,0.00006701885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887204,0.00375188,0.00001099868,0.006167189,0.000024964,0.0002025006,0.000002248009,0.000009506469,0.001110318],"genre_scores_gemma":[0.9972535,0.001748009,0.0007977411,0.0001028777,0.00002582629,0.000005952448,2.958089e-7,0.000007035479,0.00005879282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08986674,"threshold_uncertainty_score":0.3048017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141573521","doi":"10.1093/gerona/57.9.m569","title":"Predictors of Functional Decline in Hospitalized Elderly Patients: A Systematic Review","year":2002,"lang":"en","type":"review","venue":"The Journals of Gerontology Series A","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":272,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; St Mary's Hospital Centre; McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Delirium; Medicine; Gerontology; Residence; Cognitive decline; Activities of daily living; Cognition; Dementia; Demography; Physical therapy; Intensive care medicine; Internal medicine; Psychiatry","authors":[{"name":"Jane McCusker","is_ca":true},{"name":"Ritsuko Kakuma","is_ca":true},{"name":"Michał Abrahamowicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05739831441703667,"gpt":0.3381168703105841,"spread":0.2807185558935474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009924705,0.0004686581,0.006164991,0.0004042556,0.00004197357,0.000005291447,0.0003455332,0.0003351278,0.0005568964],"category_scores_gemma":[0.01414803,0.0002703284,0.001051155,0.0004711596,0.0004711349,0.0001009421,0.0001006548,0.0007120538,0.00001580764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293081,"about_ca_system_score_gemma":0.0002479928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002143257,"about_ca_topic_score_gemma":0.00004517922,"domain_scores_codex":[0.9950125,0.00101593,0.002848897,0.0002510696,0.0005482497,0.0003234091],"domain_scores_gemma":[0.9900929,0.0006773779,0.002877115,0.0005658063,0.005703586,0.00008324076],"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":[0.0001745317,0.0003099746,0.0003552589,0.9802721,0.002255303,0.00003186586,0.0001763867,1.035106e-7,2.719162e-7,0.0000387754,0.007155767,0.009229703],"study_design_scores_gemma":[0.001259822,0.001572896,0.0005136441,0.9487225,0.01231638,0.0007220429,0.0004514588,4.412842e-7,5.326148e-7,0.00004267001,0.03415476,0.0002428602],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001942081,0.9939756,0.00001468838,0.001199251,0.0003887983,0.003603599,0.00007413133,0.00001178232,0.0005379202],"genre_scores_gemma":[0.00009962451,0.9971962,0.00002488384,0.001946828,0.00005136343,0.0001943551,0.00009467675,0.00004941457,0.0003426475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03154956,"threshold_uncertainty_score":0.9999749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168090573","doi":"10.1093/gerona/58.1.b11","title":"Creatine Supplementation Enhances Isometric Strength and Body Composition Improvements Following Strength Exercise Training in Older Adults","year":2003,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":270,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University; Hamilton Health Sciences","keywords":"Isometric exercise; Leg press; Creatine Monohydrate; Creatine; Placebo; Medicine; Physical therapy; Resistance training; Strength training; One-repetition maximum; Physical strength; Bench press; Lean body mass; Internal medicine; Sarcopenia; Body weight","authors":[{"name":"Andrea Brose","is_ca":true},{"name":"Gianni Parise","is_ca":false},{"name":"Mark A. Tarnopolsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0141389393461704,"gpt":0.2850055153602471,"spread":0.2708665760140767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004233538,0.0001291387,0.0002440228,0.0001213211,0.0001011982,0.0000180204,0.00008992745,0.00008272118,0.00004898384],"category_scores_gemma":[0.00006046604,0.0001016429,0.00005832257,0.0001378313,0.00006251247,0.00002891496,0.00002531488,0.00008489481,2.145211e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007538663,"about_ca_system_score_gemma":0.00002615307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004778051,"about_ca_topic_score_gemma":0.000181295,"domain_scores_codex":[0.9989693,0.0001607443,0.0003647456,0.0001793865,0.0001159201,0.0002098954],"domain_scores_gemma":[0.999536,0.00002608238,0.000218551,0.0001309599,0.00004777511,0.00004068225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009964824,0.000384536,0.01259614,0.0001029351,0.0001488303,0.000005744285,0.003194712,0.000007851598,0.9278469,0.0002350898,0.0001884811,0.05429227],"study_design_scores_gemma":[0.005996236,0.0008700139,0.07852689,0.0003030222,0.0001205339,0.00004806548,0.01153204,0.00003049574,0.9013178,0.0004386769,0.0005457711,0.000270404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991696,0.007372668,0.0002082578,0.0001599055,0.000138964,0.000245545,0.0000175278,0.00000332806,0.0001578328],"genre_scores_gemma":[0.9943402,0.004458325,0.0009736313,0.00003618826,0.00004900886,0.00002729471,0.00006777795,0.000009244772,0.00003836718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06593075,"threshold_uncertainty_score":0.4144878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171751842","doi":"10.1093/gerona/61.4.367","title":"A System of Integrated Care for Older Persons With Disabilities in Canada: Results From a Randomized Controlled Trial","year":2006,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":268,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Institutionalisation; Medicine; Health care; Caregiver burden; Randomized controlled trial; Emergency department; Public health; Acute care; Nursing; Gerontology; Dementia; Psychiatry","authors":[{"name":"François Béland","is_ca":false},{"name":"Howard Bergman","is_ca":false},{"name":"Paule Lebel","is_ca":false},{"name":"A. Mark Clarfield","is_ca":false},{"name":"Pierre Tousignant","is_ca":false},{"name":"André‐Pierre Contandriopoulos","is_ca":false},{"name":"Luc Dallaire","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0323432178550477,"gpt":0.3313584299251159,"spread":0.2990152120700682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001474991,0.0001759704,0.002419703,0.00008863473,0.0002306038,0.000004481901,0.0001848913,0.000140846,0.00005141782],"category_scores_gemma":[0.001017001,0.00008876441,0.0002281174,0.0001217956,0.0002756338,0.00005666672,0.0000182049,0.0002870818,2.108783e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00054958,"about_ca_system_score_gemma":0.002847105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9379153,"about_ca_topic_score_gemma":0.9793317,"domain_scores_codex":[0.9959508,0.001699834,0.001633211,0.0001584558,0.0002055331,0.0003521358],"domain_scores_gemma":[0.9908174,0.007171168,0.001252299,0.0002641838,0.0004563901,0.00003859225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9681372,0.00003284602,0.00106756,0.0001537315,0.0002230775,0.000002357751,0.02751166,0.00003121113,0.00002327917,0.0002698539,0.002486008,0.00006120418],"study_design_scores_gemma":[0.6010411,0.0001969798,0.00121932,0.0004733414,0.000277128,0.00000387999,0.3964363,0.00002680343,0.00002731495,0.0001116388,0.0001190908,0.00006711797],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985465,0.004073022,0.00008221871,0.002999115,0.0008939704,0.004934875,0.0005467837,0.00001337377,0.000991627],"genre_scores_gemma":[0.9984136,0.00003422429,0.000195056,0.00001981538,0.000179159,0.0005690494,0.00003971067,0.0000142246,0.0005351559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689246,"threshold_uncertainty_score":0.5050641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059453201","doi":"10.1093/gerona/59.6.m627","title":"The Estimation of Relative Fitness and Frailty in Community-Dwelling Older Adults Using Self-Report Data","year":2004,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":267,"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; Estimation; Psychology; Medicine; Engineering","authors":[{"name":"Arnold B. Mitnitski","is_ca":true},{"name":"Xiaowei Song","is_ca":false},{"name":"Kenneth Rockwood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09288935290282714,"gpt":0.3741067206113631,"spread":0.281217367708536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001927872,0.0001338142,0.0004174298,0.00007171238,0.000302191,0.00001291648,0.0003709215,0.0001180516,0.00001022543],"category_scores_gemma":[0.001061037,0.00008129609,0.00003505686,0.0001549955,0.0005747059,0.0004536747,0.0002229426,0.0006709659,4.817309e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005598615,"about_ca_system_score_gemma":0.0001521568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958946,"about_ca_topic_score_gemma":0.003436949,"domain_scores_codex":[0.9983804,0.0003454534,0.0007161453,0.0001294004,0.0002213453,0.000207242],"domain_scores_gemma":[0.9974992,0.0006815164,0.0006449638,0.0009125936,0.0002149078,0.00004686395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01405055,0.00431591,0.3177369,0.004260045,0.005505434,0.001352152,0.4945717,0.05113916,0.009746377,0.00713722,0.0008648543,0.08931968],"study_design_scores_gemma":[0.01560362,0.001779476,0.8200326,0.01073035,0.00133366,0.0268072,0.05536446,0.03380477,0.01003042,0.02334937,0.0005267122,0.0006373714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98812,0.003136491,0.001918166,0.00616855,0.0001088671,0.0003517389,0.000009813573,0.00001369247,0.0001726601],"genre_scores_gemma":[0.9915614,0.0006518743,0.007619811,0.00005886522,0.00002768543,0.000003122953,0.00001399868,0.00001337702,0.00004984774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5022957,"threshold_uncertainty_score":0.3315158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889484102","doi":"10.1093/gerona/gly197","title":"Validation of a Claims-Based Frailty Index Against Physical Performance and Adverse Health Outcomes in the Health and Retirement Study","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":266,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Dalhousie Medical Research Foundation; Atlantic Philanthropies; National Institute on Aging; Hartford Foundation for Public Giving; Canadian Institutes of Health Research; American Federation for Aging Research; John A. Hartford Foundation","keywords":"Medicine; Grip strength; Activities of daily living; Cohort study; Gerontology; Institutionalisation; Cohort; Odds; Preferred walking speed; Physical therapy; Logistic regression; Internal medicine","authors":[{"name":"Dae Hyun Kim","is_ca":false},{"name":"Robert J. Glynn","is_ca":false},{"name":"Jerry Avorn","is_ca":false},{"name":"Lewis A. Lipsitz","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true},{"name":"Ajinkya Pawar","is_ca":false},{"name":"Sebastian Schneeweiß","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08036633755996994,"gpt":0.3890962983862943,"spread":0.3087299608263244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001350135,0.0001263001,0.0005542426,0.00008282808,0.0001475137,0.000005743455,0.0001271872,0.00003900396,0.00001154979],"category_scores_gemma":[0.0001244357,0.00006882969,0.00003495794,0.0001172659,0.0005245882,0.000110108,0.0000430974,0.0002484466,4.79193e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005178833,"about_ca_system_score_gemma":0.0002012682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000281209,"about_ca_topic_score_gemma":0.001026817,"domain_scores_codex":[0.9984285,0.0004325871,0.0005101727,0.0001385023,0.0002669506,0.0002232904],"domain_scores_gemma":[0.9988553,0.0001679506,0.0004684708,0.000315831,0.0001143489,0.00007811882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001409822,0.0007170917,0.936644,0.0002366941,0.0001003335,0.000002718104,0.04723425,0.00001212503,0.0001476274,0.00002807828,0.0003567585,0.01311052],"study_design_scores_gemma":[0.002792407,0.008405055,0.9723226,0.0002301595,0.00002691843,0.00003806652,0.01532985,0.0003568619,0.0002280893,0.00007496301,0.0001372206,0.00005774145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613848,0.0003887365,0.00002014537,0.03732767,0.00005371994,0.0007437462,0.000004704643,0.000006466961,0.00007004829],"genre_scores_gemma":[0.997591,0.0003150343,0.0001241091,0.001867255,0.00004700399,0.00001276735,0.000001909914,0.000007479414,0.00003339279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03620629,"threshold_uncertainty_score":0.2806793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098880243","doi":"10.1093/gerona/56.11.m693","title":"Factors Associated With Long-term Institutionalization of Older People With Dementia: Data From the Canadian Study of Health and Aging","year":2001,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke","funders":"","keywords":"Dementia; Institutionalisation; Caregiver burden; Spouse; Psychological intervention; Gerontology; Hazard ratio; Depression (economics); Mood; Medicine; Long-term care; Activities of daily living; Psychiatry; Psychology; Disease; Confidence interval","authors":[{"name":"Réjean Hébert","is_ca":true},{"name":"Marie‐France Dubois","is_ca":false},{"name":"Christina Wolfson","is_ca":false},{"name":"Larry W. Chambers","is_ca":false},{"name":"Carole Cohen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1338739214257984,"gpt":0.3759565957740995,"spread":0.2420826743483011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006892337,0.00008663262,0.0003158996,0.00007037445,0.0002427507,0.00001235883,0.0001815798,0.00002832999,0.0001501194],"category_scores_gemma":[0.00009439171,0.00004128073,0.0000127908,0.0001803223,0.0002764575,0.0001577282,0.00006201103,0.0001269762,8.51219e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003822217,"about_ca_system_score_gemma":0.0005158976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08028046,"about_ca_topic_score_gemma":0.8649884,"domain_scores_codex":[0.9987997,0.0002668328,0.0002908457,0.0001165396,0.000337674,0.0001884285],"domain_scores_gemma":[0.9989105,0.0001204383,0.0003560022,0.0002567793,0.0002719958,0.00008426273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002324731,0.0002351906,0.9933622,0.00001866381,0.001088254,0.00000657187,0.004537467,0.000003342656,0.00002348826,0.0000150167,0.00005397664,0.000423391],"study_design_scores_gemma":[0.001568979,0.001395242,0.9880655,0.0002390568,0.0003029449,0.00002815527,0.008282689,0.000009066093,0.00004509938,0.00001371311,0.00001345661,0.00003605738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935851,0.002276999,0.0002683223,0.003249267,0.00001698769,0.000476859,0.00003544836,0.000002956902,0.00008806342],"genre_scores_gemma":[0.9993656,0.0003525915,0.00001025068,0.0001154241,0.00001054131,0.000003933272,0.0001052516,0.000005980471,0.00003039695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.784708,"threshold_uncertainty_score":0.925844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099578939","doi":"10.1093/gerona/56.1.m5","title":"Diabetes in Elderly Adults","year":2001,"lang":"en","type":"review","venue":"The Journals of Gerontology Series A","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":259,"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":"University of British Columbia; Canadian Diabetes Association","keywords":"Diabetes mellitus; Medicine; Glycemic; Risk factor; Population; Elderly people; Intensive care medicine; Gerontology; Internal medicine; Endocrinology; Environmental health","authors":[{"name":"Graydon S. Meneilly","is_ca":true},{"name":"Daniel Tessier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06654145894151722,"gpt":0.3513281156321682,"spread":0.284786656690651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000475841,0.000354432,0.002441328,0.000298344,0.00004536704,0.00001411544,0.0003026612,0.0002491993,0.0003673259],"category_scores_gemma":[0.00007898027,0.0001969326,0.0004621463,0.0003009262,0.0001917971,0.00009749262,0.00009559154,0.000419047,0.00003696395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009030897,"about_ca_system_score_gemma":0.000100334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003836994,"about_ca_topic_score_gemma":0.0003078208,"domain_scores_codex":[0.9980577,0.0002052119,0.0008706392,0.0002228642,0.0001934642,0.0004500728],"domain_scores_gemma":[0.9985422,0.0001854763,0.0006286215,0.0005053437,0.00006048399,0.00007788539],"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":[0.00007401667,0.0001731653,0.000760019,0.00578837,0.0009007223,0.00009707495,0.0001040538,1.261223e-7,2.550411e-7,0.0001067235,0.001727637,0.9902678],"study_design_scores_gemma":[0.0008030468,0.001026819,0.0005088346,0.01936035,0.002187134,0.000145388,0.0001556904,6.757936e-7,0.000001883476,0.0001811695,0.975468,0.0001610104],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002768105,0.9901569,6.499313e-7,0.001118862,0.0002146567,0.0009012219,0.000006752821,0.00001995825,0.004812852],"genre_scores_gemma":[0.0001601547,0.9961568,0.00009751636,0.00009657456,0.0001321815,0.00009702578,0.0000221693,0.0000347235,0.003202903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901068,"threshold_uncertainty_score":0.8030678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002616643","doi":"10.1093/gerona/glp179","title":"The Effect of Aging on Human Skeletal Muscle Mitochondrial and Intramyocellular Lipid Ultrastructure","year":2009,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":259,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Mitochondrion; Endocrinology; Internal medicine; Ultrastructure; Citrate synthase; Skeletal muscle; Cytochrome c oxidase; Biology; Lipid metabolism; Lipid droplet; Ageing; Anatomy; Biochemistry; Enzyme; Medicine","authors":[{"name":"Justin D. Crane","is_ca":true},{"name":"M. C. Devries","is_ca":true},{"name":"Adeel Safdar","is_ca":false},{"name":"Mazen J. Hamadeh","is_ca":true},{"name":"Mark A. Tarnopolsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01741641975914875,"gpt":0.3102244582848029,"spread":0.2928080385256541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004261214,0.0001524834,0.0004959343,0.00004734196,0.0002360212,0.00001059649,0.000157298,0.0001054374,0.00004958935],"category_scores_gemma":[0.0001619314,0.00007390638,0.0001084114,0.0000624682,0.000415331,0.00006428624,0.00001941421,0.0003633576,0.000001000839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008046952,"about_ca_system_score_gemma":0.00001843559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001859229,"about_ca_topic_score_gemma":0.00002014362,"domain_scores_codex":[0.9989015,0.0002150651,0.0003446257,0.0001176817,0.0001829107,0.0002381728],"domain_scores_gemma":[0.9990816,0.0002272951,0.0002689006,0.0002942018,0.000055365,0.00007261183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001173252,0.00004785824,0.00145345,0.00006102946,0.0003215607,0.00003757103,0.002157912,0.000006455782,0.8631971,0.002636772,0.001060316,0.1278467],"study_design_scores_gemma":[0.005682972,0.01290553,0.4628259,0.0004036029,0.001201854,0.002165209,0.0009600246,0.000007020109,0.4827141,0.003143282,0.02770813,0.0002824611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844831,0.009079363,0.00001555595,0.005384996,0.0003101273,0.0002487665,0.00000210798,0.00001072861,0.0004653092],"genre_scores_gemma":[0.9980547,0.0007239574,0.0001002309,0.0001572005,0.0006427366,0.000001920871,0.000001439149,0.000009846935,0.000307959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4613724,"threshold_uncertainty_score":0.3013815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138722179","doi":"10.1093/gerona/glq151","title":"Benefits of Cognitive Dual-Task Training on Balance Performance in Healthy Older Adults","year":2010,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":216,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal; McMaster University; Concordia University","funders":"Canadian Institutes of Health Research","keywords":"Posturography; Task (project management); Cognitive training; Balance (ability); Cognition; Psychology; Physical medicine and rehabilitation; Balance training; Effects of sleep deprivation on cognitive performance; Elementary cognitive task; Dual (grammatical number); Executive functions; Medicine; Neuroscience","authors":[{"name":"Karen Li","is_ca":true},{"name":"Eugenie Roudaia","is_ca":true},{"name":"Maxime Lussier","is_ca":true},{"name":"Louis Bherer","is_ca":true},{"name":"A. Leroux","is_ca":true},{"name":"Patricia McKinley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05154242748133533,"gpt":0.3690930984892405,"spread":0.3175506710079052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001512231,0.0001540551,0.0005285955,0.0001145559,0.0003062355,0.000002470039,0.0002059845,0.0003462847,0.00009179053],"category_scores_gemma":[0.0002948158,0.0001109754,0.00006774118,0.0001549727,0.0002447849,0.0002099225,0.00005078845,0.001588378,0.00001738427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002239484,"about_ca_system_score_gemma":0.0001693908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001145746,"about_ca_topic_score_gemma":0.003247276,"domain_scores_codex":[0.9978437,0.0004599113,0.0008492213,0.0001814692,0.0001731248,0.0004925095],"domain_scores_gemma":[0.997831,0.0007015914,0.0009100629,0.000243381,0.0002397711,0.0000742292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02644897,0.002397779,0.6163524,0.00194712,0.0003255504,0.00001227814,0.2225504,0.00002507629,0.01394599,0.01011779,0.001813018,0.1040636],"study_design_scores_gemma":[0.002497517,0.0006142881,0.9839134,0.002078595,0.00001757012,0.00003188268,0.01028487,0.00004325202,0.00004577438,0.0002106128,0.0001652532,0.00009693921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913971,0.0008995411,0.000009440536,0.003403168,0.0008057195,0.0005045441,0.00003748616,0.00001548436,0.002927481],"genre_scores_gemma":[0.9966667,0.002003807,0.0001229482,0.0007564868,0.0001940007,0.000051281,0.000007314579,0.00001578961,0.0001816195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.367561,"threshold_uncertainty_score":0.6900799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965743301","doi":"10.1093/gerona/glu041","title":"Advances in Geroscience: Impact on Healthspan and Chronic Disease","year":2014,"lang":"en","type":"review","venue":"The Journals of Gerontology Series A","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":212,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"","keywords":"Population ageing; Summit; Disease; Gerontology; Population; Public health; Medicine; Witness; Demographic change; Chronic disease; Population health; Health care; Environmental health; Economic growth; Geography; Political science; Family medicine; Pathology","authors":[{"name":"James B. Burch","is_ca":false},{"name":"Alison D. Augustine","is_ca":false},{"name":"Lex Frieden","is_ca":false},{"name":"T. Kevin Howcroft","is_ca":false},{"name":"R Johnson","is_ca":false},{"name":"Partap S. Khalsa","is_ca":false},{"name":"Ronald A. Kohanski","is_ca":true},{"name":"Xiaoli Li","is_ca":false},{"name":"Francesca Macchiarini","is_ca":false},{"name":"George Niederehe","is_ca":false},{"name":"Young S. Oh","is_ca":false},{"name":"Aaron C. Pawlyk","is_ca":false},{"name":"Hector P. Rodríguez","is_ca":false},{"name":"Julia H. Rowland","is_ca":false},{"name":"Grace L Shen","is_ca":false},{"name":"Felipe Sierra","is_ca":false},{"name":"Bradley C. Wise","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03722449448417371,"gpt":0.4029623550622428,"spread":0.3657378605780691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004631725,0.0003110515,0.0009013769,0.0001073642,0.0001172292,0.0000221331,0.000368263,0.0001974298,0.00003213463],"category_scores_gemma":[0.0001388084,0.000190833,0.0002771613,0.00008955967,0.0005352671,0.00001005231,0.00009368635,0.000208577,0.000002125022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004695963,"about_ca_system_score_gemma":0.0005554751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001053478,"about_ca_topic_score_gemma":0.0001735377,"domain_scores_codex":[0.9982056,0.0004065501,0.000539356,0.000345301,0.0001397764,0.0003634047],"domain_scores_gemma":[0.9986752,0.00005965883,0.0004920315,0.0004837923,0.00005412401,0.000235254],"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":[0.001396843,0.0003171818,0.0008940939,0.01260209,0.0001444025,0.00002080888,0.00007581552,0.00008328421,0.0001979111,0.0002769174,0.001453226,0.9825374],"study_design_scores_gemma":[0.0005798409,0.001840008,0.001650099,0.003277852,0.0002235511,0.000140529,0.00003875464,0.000003513906,0.00003313797,0.0008486141,0.9910105,0.000353637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004942514,0.9940434,0.00002374373,0.0002636174,0.000177393,0.0003466591,0.00008069505,0.000003500259,0.0001185381],"genre_scores_gemma":[0.008883099,0.9904357,0.00002252389,0.0001127239,0.0003689895,0.0000364351,0.00003506729,0.00002277111,0.0000826695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9895572,"threshold_uncertainty_score":0.7781945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127864943","doi":"10.1093/gerona/glr007","title":"Gait Variability Is Associated With Frailty in Community-dwelling Older Adults","year":2011,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Gait; STRIDE; Physical medicine and rehabilitation; Preferred walking speed; Poison control; Medicine","authors":[{"name":"Manuel Montero‐Odasso","is_ca":true},{"name":"Susan W. Muir","is_ca":true},{"name":"Michelle Hall","is_ca":true},{"name":"Timothy J. Doherty","is_ca":true},{"name":"Marita Kloseck","is_ca":true},{"name":"Olivier Beauchet","is_ca":false},{"name":"Mark Speechley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0776604643929587,"gpt":0.3097728851945138,"spread":0.2321124208015551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002281119,0.0002274295,0.000735758,0.0001082203,0.0001865213,0.00000907984,0.0004059074,0.0002432784,0.001166592],"category_scores_gemma":[0.001024675,0.0001453821,0.00009915313,0.0002623858,0.0006298539,0.0002262432,0.00009542665,0.001311452,0.000008495102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009937496,"about_ca_system_score_gemma":0.0001187971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792975,"about_ca_topic_score_gemma":0.006645592,"domain_scores_codex":[0.9974393,0.0009858013,0.0006777685,0.0001807215,0.0002852754,0.0004311735],"domain_scores_gemma":[0.9975622,0.0006505891,0.000468951,0.0008023203,0.0004021088,0.0001138691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008660777,0.002957277,0.7914958,0.0003708345,0.001194241,0.0002032622,0.1871011,0.00001546655,0.0008730589,0.000319168,0.002124622,0.00468442],"study_design_scores_gemma":[0.003842907,0.001372551,0.97821,0.001579634,0.0001926479,0.0006171062,0.008059888,0.00006378556,0.003789664,0.0019452,0.0001246758,0.0002019315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887249,0.000471687,0.0001520332,0.004612516,0.0001042491,0.0004307636,0.00001477973,0.00003919711,0.005449905],"genre_scores_gemma":[0.9975203,0.0001371572,0.0009665379,0.0008240734,0.00003104498,0.00001534634,0.000006092985,0.00002588718,0.0004735948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1867142,"threshold_uncertainty_score":0.9997465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2783205838","doi":"10.1093/gerona/gly005","title":"Population Specific Biomarkers of Human Aging: A Big Data Study Using South Korean, Canadian, and Eastern European Patient Populations","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Dietary Effects on Health","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Lethbridge; Queen's University","funders":"Gachon University","keywords":"National Health and Nutrition Examination Survey; Confounding; Population ageing; Healthy aging; Population; Demography; Gerontology; Ethnic group; Medicine; Environmental health; Pathology","authors":[{"name":"Polina Mamoshina","is_ca":false},{"name":"Kirill Kochetov","is_ca":false},{"name":"Franco Cortese","is_ca":true},{"name":"Alexander Aliper","is_ca":false},{"name":"Won‐Suk Lee","is_ca":false},{"name":"Sung‐Min Ahn","is_ca":false},{"name":"Uhn Lee","is_ca":false},{"name":"Neil M. Skjodt","is_ca":true},{"name":"Olga Kovalchuk","is_ca":true},{"name":"Morten Scheibye‐Knudsen","is_ca":false},{"name":"Alex Zhavoronkov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3048410254493862,"gpt":0.3929939038107539,"spread":0.0881528783613677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064654,0.0001348253,0.0003969166,0.00025952,0.0002795892,0.00001505712,0.0002097626,0.00003826419,0.00003873244],"category_scores_gemma":[0.00009058601,0.00009886457,0.00003150017,0.0001636456,0.0003025959,0.0001511534,0.0001262786,0.000134387,0.000001981965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005596548,"about_ca_system_score_gemma":0.00008302175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06395484,"about_ca_topic_score_gemma":0.1717638,"domain_scores_codex":[0.998219,0.0005197211,0.0005962513,0.0002123497,0.0001979385,0.000254794],"domain_scores_gemma":[0.9983857,0.00003492942,0.0004871608,0.0007447141,0.0001683969,0.0001791079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003205848,0.0001381104,0.9771379,0.00005793473,0.0002461564,0.0000361262,0.008532873,0.000003960189,0.001459424,0.00003300271,0.0003486899,0.01168524],"study_design_scores_gemma":[0.0006909854,0.001831939,0.9902209,0.0001744563,0.0002158007,0.0002178867,0.006043462,0.0001758689,0.0000403067,0.00006730145,0.0002341864,0.0000868795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966489,0.0006758574,0.00002962521,0.001334785,0.0002955836,0.0005391471,0.00004074363,0.00001054144,0.0004248326],"genre_scores_gemma":[0.9990785,0.00002153616,0.0005003786,0.0001167931,0.0001998049,8.185472e-7,0.00003213136,0.00002220439,0.00002780919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107809,"threshold_uncertainty_score":0.9422784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031205482","doi":"10.1093/gerona/61.1.53","title":"Do Geriatric Interventions Reduce Emergency Department Visits? A Systematic Review","year":2006,"lang":"en","type":"review","venue":"The Journals of Gerontology Series A","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Réseau québécois de recherche sur le vieillissement","keywords":"Psychological intervention; Medicine; Emergency department; Geriatrics; Gerontology; Randomized controlled trial; MEDLINE; Population ageing; Family medicine; Population; Protocol (science); Alternative medicine; Nursing; Psychiatry; Environmental health","authors":[{"name":"Jane McCusker","is_ca":false},{"name":"Josée Verdon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1213873210421867,"gpt":0.4408109710416227,"spread":0.319423649999436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001510044,0.0005749068,0.00597285,0.0002268678,0.0002390874,0.0000103151,0.0005276463,0.0002423555,0.0008742638],"category_scores_gemma":[0.0007357005,0.0003097557,0.002972927,0.0005728821,0.0001384346,0.0001024215,0.0001925032,0.0005834525,0.0000485442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123864,"about_ca_system_score_gemma":0.0001749834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001967216,"about_ca_topic_score_gemma":0.00005501244,"domain_scores_codex":[0.9943585,0.0009218208,0.003568119,0.0003419407,0.0003843638,0.0004251993],"domain_scores_gemma":[0.9952412,0.0001449825,0.003091052,0.0009737401,0.000449611,0.00009947088],"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":[0.00001476084,0.0001247649,0.00000238903,0.9212255,0.002377663,0.00004125659,0.00005367072,4.503315e-8,4.613608e-7,0.0001535233,0.06488979,0.01111611],"study_design_scores_gemma":[0.0001333321,0.0003331343,0.00001142997,0.6847981,0.03693352,0.002573866,0.000127267,3.883515e-8,7.449518e-7,0.00009698595,0.2747414,0.0002501321],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005713675,0.9927754,0.00002593195,0.001310503,0.00101111,0.003241093,0.00008505995,0.0000331235,0.001512092],"genre_scores_gemma":[0.000009179935,0.9954756,0.000104405,0.00006481689,0.000315586,0.0005438241,0.00005300485,0.00004833885,0.003385205],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2364274,"threshold_uncertainty_score":0.9999354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135321297","doi":"10.1093/gerona/63.7.724","title":"Does a Geriatric Oncology Consultation Modify the Cancer Treatment Plan for Elderly Patients?","year":2008,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Université de Montréal","keywords":"Medicine; Geriatric oncology; Cancer; Internal medicine; Comorbidity; Geriatrics; Depression (economics); Mood; Breast cancer; Polypharmacy; Oncology; Physical therapy; Psychiatry","authors":[{"name":"V. Girre","is_ca":false},{"name":"Marie-Christine Falcou","is_ca":false},{"name":"Mathilde Gisselbrecht","is_ca":false},{"name":"G. Gridel","is_ca":false},{"name":"V. Mosseri","is_ca":false},{"name":"Carole Bouleuc","is_ca":false},{"name":"Rollon Poinsot","is_ca":false},{"name":"Lionel Védrine","is_ca":false},{"name":"Luc Ollivier","is_ca":false},{"name":"Valérie Garabige","is_ca":false},{"name":"J. Y. Pierga","is_ca":false},{"name":"V. Diéras","is_ca":false},{"name":"L. Mignot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07495420115788916,"gpt":0.3519408590491419,"spread":0.2769866578912527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002260259,0.0001685923,0.0004930465,0.00006550918,0.000316484,0.000007355387,0.0001856559,0.0001405887,0.000166653],"category_scores_gemma":[0.000336526,0.00006548691,0.0001341109,0.0001001004,0.0004707923,0.0001021595,0.00002284808,0.0001610707,0.000004510151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939257,"about_ca_system_score_gemma":0.0003046737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006657847,"about_ca_topic_score_gemma":0.002407881,"domain_scores_codex":[0.9987276,0.0001631176,0.0004787796,0.0001653935,0.0001674493,0.000297728],"domain_scores_gemma":[0.9980369,0.0007321312,0.0004421121,0.0003069627,0.0004116462,0.00007021572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03814432,0.003762912,0.2404179,0.0004427927,0.005639875,0.0001715851,0.1430343,0.00050933,0.009067177,0.001111903,0.09151644,0.4661815],"study_design_scores_gemma":[0.03393888,0.03088939,0.657742,0.0002444712,0.00224829,0.002755605,0.0110183,0.0002789017,0.012847,0.002978245,0.2444884,0.0005705717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447128,0.002142857,0.0001316499,0.05065244,0.0006351384,0.001201345,0.0000860564,0.00002185309,0.0004159227],"genre_scores_gemma":[0.9897335,0.005374317,0.0007764723,0.0006684423,0.0003083537,0.0003198836,0.00001777829,0.00002026079,0.002780976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4656109,"threshold_uncertainty_score":0.2670479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106108116","doi":"10.1093/gerona/glr193","title":"A Procedure for Creating a Frailty Index Based on Deficit Accumulation in Aging Mice","year":2011,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":191,"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":"Frailty Index; Muscle hypertrophy; Internal medicine; Myocyte; Calcium; Endocrinology; Medicine; Gerontology; Senescence; Cardiology","authors":[{"name":"Randi J. Parks","is_ca":true},{"name":"Elias Fares","is_ca":false},{"name":"Jennifer MacDonald","is_ca":false},{"name":"Matthew C. Ernst","is_ca":false},{"name":"Christopher J. Sinal","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true},{"name":"Susan E. Howlett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1495571073137535,"gpt":0.372272303613642,"spread":0.2227151962998885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006011109,0.0001501157,0.0003879489,0.0001692735,0.00009924849,0.000008880554,0.0001587418,0.0001408457,0.0001287203],"category_scores_gemma":[0.001064854,0.0001055899,0.00009013182,0.0001495522,0.0001133058,0.000158882,0.0000226095,0.0003030496,0.000002198654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006222205,"about_ca_system_score_gemma":0.0001239054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002645648,"about_ca_topic_score_gemma":0.001284617,"domain_scores_codex":[0.9988072,0.00009185771,0.0004693614,0.0001678441,0.0001736772,0.000290071],"domain_scores_gemma":[0.9987819,0.000368234,0.0003469269,0.0002556909,0.0001923792,0.00005486737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0132844,0.0007842064,0.9262556,0.0008925954,0.0002555526,0.0000583937,0.03032507,0.001690735,0.01283852,0.00072931,0.0008743109,0.01201127],"study_design_scores_gemma":[0.00459852,0.001568726,0.9656867,0.001417671,0.0001417549,0.0003530225,0.003821902,0.01175993,0.008357516,0.001854679,0.0002390611,0.0002004943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884223,0.0004123118,0.002298574,0.005491158,0.00008591738,0.0006905554,0.000006106562,0.0000285634,0.002564466],"genre_scores_gemma":[0.9943804,0.00001979131,0.004486037,0.0007487843,0.0000722793,0.00004886023,0.000003883399,0.00002162721,0.0002183206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03943108,"threshold_uncertainty_score":0.4305831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118960401","doi":"10.1093/gerona/glt011","title":"Impaired Aerobic Capacity and Physical Functional Performance in Older Heart Failure Patients With Preserved Ejection Fraction: Role of Lean Body Mass","year":2013,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Institute on Aging; National Institutes of Health; Wake Forest University","keywords":"Heart failure; Exercise intolerance; Deconditioning; Ejection fraction; Cardiology; Medicine; Heart failure with preserved ejection fraction; Internal medicine; Aerobic capacity; Skeletal muscle; Aerobic exercise; Lean body mass; Physical therapy; Body weight","authors":[{"name":"Mark J. Haykowsky","is_ca":true},{"name":"Peter H. Brubaker","is_ca":false},{"name":"Timothy M. Morgan","is_ca":false},{"name":"Stephen B. Kritchevsky","is_ca":false},{"name":"Joel Eggebeen","is_ca":false},{"name":"Dalane W. Kitzman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01462786942281224,"gpt":0.2262718773062871,"spread":0.2116440078834749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001842515,0.000115193,0.000397311,0.00008529011,0.00008375445,0.000007433205,0.00003856158,0.00008436226,0.0002409141],"category_scores_gemma":[0.0000289981,0.00006822434,0.0001090309,0.0001176412,0.0002146407,0.0003412339,0.00001719069,0.0002875949,0.000002717132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003793573,"about_ca_system_score_gemma":0.00003302133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002852437,"about_ca_topic_score_gemma":0.000155209,"domain_scores_codex":[0.9991437,0.00009241064,0.0002420521,0.0001232151,0.0002465878,0.0001520177],"domain_scores_gemma":[0.9992932,0.00004094511,0.0001676516,0.000190079,0.0002478233,0.000060292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008091225,0.000163618,0.9895714,0.00004193869,0.0002037177,2.701487e-7,0.0002529034,0.00007546996,0.008295482,0.000008282055,0.0003507144,0.0002270606],"study_design_scores_gemma":[0.001656082,0.0006834561,0.991797,0.00006613341,0.00009018955,0.00008772864,0.001286481,0.000148369,0.00360531,0.000054906,0.0004599369,0.00006435514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984088,0.0001626189,0.00005406842,0.000877911,0.00008736955,0.0003285728,0.00000177867,0.00001155079,0.00006730681],"genre_scores_gemma":[0.9995916,0.00005875406,0.0001248887,0.0000385238,0.00007887524,0.00001559311,0.00000496636,0.000009421429,0.00007740316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004690173,"threshold_uncertainty_score":0.2782108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2398808193","doi":"10.1093/gerona/glw089","title":"Heterogeneity of Human Aging and Its Assessment","year":2016,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Biomarker; Receiver operating characteristic; Healthy aging; Predictive power; Gerontology; Medicine; Discriminative model; Proportional hazards model; Demography; Statistics; Internal medicine; Biology; Computer science; Mathematics; Artificial intelligence; Genetics","authors":[{"name":"Arnold Mitnitski","is_ca":false},{"name":"Susan E. Howlett","is_ca":true},{"name":"Kenneth Rockwood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07944281671878828,"gpt":0.3898600066164384,"spread":0.3104171898976502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004649408,0.00009599603,0.0003820559,0.00005364584,0.00007074056,0.000003709237,0.000119868,0.0000606546,0.0001736933],"category_scores_gemma":[0.0001109446,0.00004873714,0.00006068497,0.00003809099,0.0002847578,0.0001258002,0.00007616697,0.0001119517,0.000001406726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002528682,"about_ca_system_score_gemma":0.00003879134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002674794,"about_ca_topic_score_gemma":0.0001880858,"domain_scores_codex":[0.9990771,0.0001119896,0.0003680683,0.0001029111,0.0001637267,0.0001761675],"domain_scores_gemma":[0.999102,0.0001279159,0.0002913702,0.0002455286,0.000167069,0.00006609633],"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":[0.0002044113,0.0001055258,0.1273206,0.0001637071,0.0003758312,0.00002365276,0.0008958514,6.318604e-7,0.8599436,0.001575878,0.0006275869,0.008762652],"study_design_scores_gemma":[0.002091015,0.001271597,0.7435643,0.0006277407,0.0001762498,0.001422137,0.0004591091,0.000005812828,0.2483408,0.001311171,0.0006250998,0.0001050042],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759955,0.002549028,0.00009215029,0.0203658,0.00007832745,0.0001337396,0.000006514394,0.00001011279,0.0007688036],"genre_scores_gemma":[0.9981343,0.0007195417,0.0003382436,0.0001298163,0.00005490329,0.000003458542,3.730569e-7,0.000008976337,0.0006104127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6162437,"threshold_uncertainty_score":0.1987443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109037502","doi":"10.1093/gerona/glp159","title":"Dynapenic-Obesity and Physical Function in Older Adults","year":2009,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Obesity; Medicine; Muscle strength; Sarcopenia; Physical activity; Gerontology; Physical fitness; Physical medicine and rehabilitation; Physical therapy; Internal medicine","authors":[{"name":"Danielle R. B̀ouchard","is_ca":true},{"name":"Ian Janssen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03303945769450353,"gpt":0.3455305123814267,"spread":0.3124910546869232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000266594,0.00006453333,0.0002710246,0.00005966703,0.00006588273,0.00000396073,0.00003880495,0.00005517042,0.00007625145],"category_scores_gemma":[0.00003544628,0.00004307888,0.00003363914,0.00006928285,0.0000927466,0.00008713249,0.00001072788,0.0002457723,0.000002624992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001983364,"about_ca_system_score_gemma":0.00002294192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002673039,"about_ca_topic_score_gemma":0.0001141038,"domain_scores_codex":[0.9993898,0.00007054217,0.0002140485,0.00008461977,0.00008675109,0.0001542824],"domain_scores_gemma":[0.9996302,0.0000464702,0.0001014183,0.0001079371,0.0000537731,0.00006026595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03947916,0.005290994,0.5645756,0.001380915,0.0002638368,0.0002719414,0.03713013,0.000009887672,0.0277217,0.01853684,0.009692339,0.2956467],"study_design_scores_gemma":[0.00183495,0.0007347261,0.9906319,0.0002431914,0.00003030797,0.000429701,0.001083151,0.00006781106,0.0003331718,0.004232037,0.0003376812,0.00004135304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634006,0.001913431,0.00004014121,0.0337394,0.00006737505,0.0001571575,5.851621e-7,0.00001114215,0.0006701614],"genre_scores_gemma":[0.9971792,0.0006594833,0.0001638112,0.001784343,0.0001047564,0.000002273898,8.466702e-7,0.000003096835,0.0001022134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4260564,"threshold_uncertainty_score":0.1756706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110985165","doi":"10.1093/gerona/57.4.b158","title":"Hormonal Responses to Endurance and Resistance Exercise in Females Aged 19-69 Years","year":2002,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Sports Performance and Training","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Anabolism; Internal medicine; Testosterone (patch); Endocrinology; Hormone; Medicine; Heart rate; Endurance training; Resistance training; Dehydroepiandrosterone; Dehydroepiandrosterone sulfate; Insulin resistance; Blood pressure; Insulin; Androgen","authors":[{"name":"Jennifer L. Copeland","is_ca":true},{"name":"Leslie A. Consitt","is_ca":true},{"name":"Mark S. Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09524740088476885,"gpt":0.3288080236897037,"spread":0.2335606228049349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004775094,0.00009759734,0.000340407,0.0001305923,0.00007633516,0.000008830011,0.00009849061,0.00006232026,0.0001884169],"category_scores_gemma":[0.00009493998,0.00007113774,0.00003796291,0.000138825,0.0002287854,0.0001347337,0.0000267134,0.0002125981,0.000006139794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001784497,"about_ca_system_score_gemma":0.00002547248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002675672,"about_ca_topic_score_gemma":0.0004036889,"domain_scores_codex":[0.9991487,0.00003022877,0.0003168943,0.0001241131,0.0001485034,0.0002315905],"domain_scores_gemma":[0.9994882,0.0000689146,0.0001207425,0.0001990727,0.00003503187,0.000088069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01055036,0.0001285347,0.935526,0.0001496955,0.00009216517,0.0008248346,0.02503749,0.000007748283,0.007063592,0.0002711621,0.004592992,0.01575546],"study_design_scores_gemma":[0.0007037438,0.0001425456,0.9942338,0.0003869666,0.00002938738,0.0004037667,0.001658305,0.000004255607,0.0002869814,0.0001522356,0.00192741,0.00007061548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739914,0.01729341,0.000002146246,0.007679508,0.00005062699,0.0001533528,0.00000245244,0.0000113254,0.0008158003],"genre_scores_gemma":[0.9898359,0.006053315,0.0009646791,0.0003878495,0.0000431475,0.00001159317,4.358818e-7,0.000009381614,0.002693735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05870781,"threshold_uncertainty_score":0.2900913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141695757","doi":"10.1093/gerona/59.1.m68","title":"Nutritional Risk Predicts Quality of Life in Elderly Community-Living Canadians","year":2004,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Gerontology; Environmental health; Quality of life (healthcare); Quality (philosophy); Psychology; Risk analysis (engineering); Medicine; Nursing","authors":[{"name":"Heather Keller","is_ca":true},{"name":"Truls Østbye","is_ca":false},{"name":"R. Goy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1211207040786926,"gpt":0.3862412976094924,"spread":0.2651205935307998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002297111,0.00009120614,0.0005264869,0.0001603922,0.0002204531,0.000004408733,0.0001644986,0.0001068882,0.0001873061],"category_scores_gemma":[0.0009741471,0.00007264142,0.0000799383,0.0001508835,0.0003566806,0.00009745465,0.00002930394,0.0008225241,0.000001421023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096814,"about_ca_system_score_gemma":0.0004610752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04869812,"about_ca_topic_score_gemma":0.1256945,"domain_scores_codex":[0.9979237,0.0007370252,0.000811199,0.00006964139,0.0002061049,0.0002523145],"domain_scores_gemma":[0.9983591,0.0005470759,0.0004714776,0.0002686559,0.000186508,0.0001671395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001950933,0.001324826,0.9636489,0.001465631,0.0002439387,0.00002562566,0.01807462,0.00016827,0.002974262,0.007611424,0.001297072,0.001214518],"study_design_scores_gemma":[0.00268704,0.0006205736,0.9754755,0.001086183,0.0000363595,0.0002183408,0.008827576,0.000003951733,0.0002039782,0.01042167,0.0003499677,0.00006886954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702727,0.003099661,0.0001128782,0.02508258,0.00009560758,0.0001956074,0.00004881503,0.00001122334,0.001080998],"genre_scores_gemma":[0.9959995,0.001542831,0.001124846,0.001195,0.00007613571,0.00000795304,0.000004016302,0.000008133575,0.00004163578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07699634,"threshold_uncertainty_score":0.9576367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170660730","doi":"10.1093/gerona/glu004","title":"Downregulation of E3 Ubiquitin Ligases and Mitophagy-Related Genes in Skeletal Muscle of Physically Inactive, Frail Older Women: A Cross-Sectional Comparison","year":2014,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Recyc PHP (Canada)","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; U.S. Public Health Service","keywords":"Mitophagy; Autophagy; Parkin; Ubiquitin; Downregulation and upregulation; Ubiquitin ligase; Endocrinology; Protein degradation; Muscle atrophy; Biology; Skeletal muscle; Internal medicine; Sarcopenia; Cell biology; Gene; Medicine; Biochemistry; Parkinson's disease; Disease; Apoptosis","authors":[{"name":"Micah J. Drummond","is_ca":true},{"name":"Owen Addison","is_ca":false},{"name":"Lucille Brunker","is_ca":false},{"name":"Paul N. Hopkins","is_ca":false},{"name":"Donald A. McClain","is_ca":false},{"name":"Paul C. LaStayo","is_ca":false},{"name":"Robin L. Marcus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01492967660089503,"gpt":0.2981547059295191,"spread":0.283225029328624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003302385,0.0001137238,0.0003352373,0.00005199241,0.00005923042,0.000004445045,0.0001371511,0.0001753093,0.00004362982],"category_scores_gemma":[0.0001023652,0.00009007021,0.0000738378,0.00006782207,0.000695764,0.00001730284,0.00007037432,0.0001117273,3.1741e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007131061,"about_ca_system_score_gemma":0.00003589995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004657625,"about_ca_topic_score_gemma":0.0001184582,"domain_scores_codex":[0.9989104,0.0002088813,0.0004624503,0.0001616924,0.00008613292,0.0001704072],"domain_scores_gemma":[0.9991599,0.00007743394,0.0004344396,0.0001711174,0.0001276513,0.00002950898],"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":[0.0005577371,0.0002005574,0.09275571,0.0000482034,0.0001061788,2.008487e-7,0.0005557684,0.000506093,0.9011842,0.0003142508,0.00002971024,0.003741357],"study_design_scores_gemma":[0.0007755178,0.0006576205,0.8581498,0.00001514155,0.000007842827,0.00001062974,0.0004207452,0.00007592563,0.1380861,0.001604787,0.0001218644,0.00007403103],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975063,0.001937109,0.0001045959,0.000129156,0.00004786042,0.00009313261,0.000008369974,0.000002648103,0.0001707937],"genre_scores_gemma":[0.9995649,0.0001823816,0.000109991,0.00004243383,0.00004287703,0.000009771453,0.00001006258,0.000007222382,0.0000303307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.765394,"threshold_uncertainty_score":0.3672957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2310717274","doi":"10.1093/gerona/glw044","title":"Disentangling Cognitive-Frailty: Results From the Gait and Brain Study","year":2016,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Parkwood Institute; Western University","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Cognition; Hazard ratio; Cognitive decline; Gait; Medicine; Physical medicine and rehabilitation; Proportional hazards model; Confidence interval; Gerontology; Psychology; Physical therapy; Psychiatry; Internal medicine; Disease","authors":[{"name":"Manuel Montero‐Odasso","is_ca":true},{"name":"Brittany Barnes","is_ca":true},{"name":"Mark Speechley","is_ca":true},{"name":"Susan Hunter","is_ca":true},{"name":"Timothy J. Doherty","is_ca":true},{"name":"Gustavo Duque","is_ca":false},{"name":"Karen Gopaul","is_ca":true},{"name":"Luciano A. Sposato","is_ca":true},{"name":"Álvaro Casas‐Herrero","is_ca":false},{"name":"Michael Borrie","is_ca":true},{"name":"Richard Camicioli","is_ca":true},{"name":"Jennie Wells","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07568630182936738,"gpt":0.3470820604680258,"spread":0.2713957586386584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009446805,0.0001769118,0.0004428618,0.00003805935,0.0002028187,0.00002245951,0.0002380961,0.00008070355,0.0001685156],"category_scores_gemma":[0.003291837,0.00007294414,0.00007391319,0.0000837824,0.0006930251,0.0001693501,0.0001480268,0.0002541175,0.00001298415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002450082,"about_ca_system_score_gemma":0.0000539519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002763122,"about_ca_topic_score_gemma":0.002119513,"domain_scores_codex":[0.9982901,0.000399873,0.0005423272,0.0002393962,0.0002464694,0.0002818072],"domain_scores_gemma":[0.995461,0.003435127,0.0003445529,0.0004655242,0.0001940654,0.00009976458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02258734,0.0009789546,0.6782275,0.00003988914,0.00305341,0.000390883,0.06227243,0.000001167999,0.021339,0.0002163129,0.03548437,0.1754088],"study_design_scores_gemma":[0.01237207,0.001938493,0.9412054,0.000937905,0.0005882317,0.0008238586,0.03338901,0.000008810249,0.002289701,0.002052335,0.004195114,0.0001990557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8400501,0.002316565,0.00005732632,0.1562025,0.0001656932,0.0004702604,0.0001174426,0.00002253352,0.0005975525],"genre_scores_gemma":[0.9957991,0.0005254087,0.00008468464,0.0012958,0.0002814314,0.00001186979,0.000003677743,0.00001921288,0.001978781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2629779,"threshold_uncertainty_score":0.3940874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131045843","doi":"10.1093/gerona/60.6.744","title":"Do Depressive Symptoms Predict Alzheimer's Disease and Dementia?","year":2005,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dementia; Depressive symptoms; Disease; Alzheimer's disease; Medicine; Psychology; Psychiatry; Clinical psychology; Cognition; Internal medicine","authors":[{"name":"Jennifer Gatz","is_ca":false},{"name":"Suzanne L. Tyas","is_ca":false},{"name":"Philip St. John","is_ca":false},{"name":"Patrick R. Montgomery","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03501828770307842,"gpt":0.3425757448405367,"spread":0.3075574571374583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004205859,0.0001337247,0.0002834651,0.00008332918,0.000166124,0.00002887469,0.0001440882,0.00005234054,0.001020104],"category_scores_gemma":[0.00009977315,0.00008356525,0.00008601938,0.00006818935,0.0004782222,0.0002233459,0.0001236511,0.0002103095,0.00001059262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001233563,"about_ca_system_score_gemma":0.00009106217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001498396,"about_ca_topic_score_gemma":0.00002694021,"domain_scores_codex":[0.9987096,0.0001506971,0.0003108374,0.000169072,0.0003304138,0.0003293537],"domain_scores_gemma":[0.9990665,0.00008910153,0.0001583037,0.0002462173,0.0001859424,0.0002538906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00278617,0.0003600487,0.8824294,0.00005779817,0.003344732,0.0001241625,0.000643194,0.000006620989,0.002701002,0.0005811456,0.003478988,0.1034867],"study_design_scores_gemma":[0.002031719,0.0008299331,0.9825855,0.0001424895,0.002022964,0.0005571092,0.0004239389,0.00006725681,0.003855581,0.0006770199,0.006696487,0.0001100362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313828,0.0517382,0.0001135215,0.01334732,0.00005488079,0.0003984818,0.00001135694,0.00001858647,0.002934908],"genre_scores_gemma":[0.9957701,0.00285248,0.0001536818,0.0005087491,0.0001841153,0.00003041789,0.000003532182,0.00001235161,0.0004845613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1033767,"threshold_uncertainty_score":0.9998931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889017266","doi":"10.1093/gerona/gly205","title":"Multimorbidity Patterns, Frailty, and Survival in Community-Dwelling Older Adults","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal","funders":"National Institute on Aging","keywords":"Gerontology; Environmental health; Psychology; Medicine","authors":[{"name":"Quôc Dinh Nguyên","is_ca":true},{"name":"Chenkai Wu","is_ca":false},{"name":"Michelle C. Odden","is_ca":false},{"name":"Dae Hyun Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1041803550134862,"gpt":0.3773627830516265,"spread":0.2731824280381403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008643024,0.0001362159,0.0003776979,0.00008827609,0.0001703697,0.00001915766,0.0002028388,0.00007435388,0.0005573527],"category_scores_gemma":[0.0001117601,0.00009662595,0.00004935781,0.00008068491,0.0005810505,0.0001564757,0.0001737874,0.0004247594,0.000005638718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003159743,"about_ca_system_score_gemma":0.00004565839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723108,"about_ca_topic_score_gemma":0.006815027,"domain_scores_codex":[0.9987581,0.0003477036,0.0003563044,0.0001159719,0.0001660005,0.0002559011],"domain_scores_gemma":[0.9990713,0.0001820153,0.0001808051,0.0003953282,0.0001013276,0.0000692227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005595006,0.001309641,0.9305202,0.001844974,0.0007908721,0.0002047413,0.02978985,0.00002343933,0.001263723,0.00160835,0.002735687,0.02431356],"study_design_scores_gemma":[0.002534169,0.0004921492,0.9779187,0.0006864922,0.00009716766,0.0001132174,0.01618548,0.0001544395,0.0004547986,0.0006381305,0.0006161162,0.0001091723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908997,0.001700802,0.00009590627,0.003538438,0.0002069413,0.0002458717,0.000007454665,0.00002019545,0.003284739],"genre_scores_gemma":[0.9983357,0.0009888358,0.0001296193,0.0002091692,0.0001471792,0.000005492178,0.000004395561,0.00001234384,0.0001672701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0473985,"threshold_uncertainty_score":0.6102621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112429003","doi":"10.1093/gerona/glu315","title":"Impact of Longevity Interventions on a Validated Mouse Clinical Frailty Index","year":2015,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health","keywords":"Frailty Index; Calorie restriction; Medicine; Resveratrol; Internal medicine; C57BL/6; Calorie; Gerontology; Endocrinology; Pharmacology","authors":[{"name":"Alice E. Kane","is_ca":false},{"name":"Sarah N. Hilmer","is_ca":false},{"name":"Dawn Boyer","is_ca":false},{"name":"Kristan Gavin","is_ca":false},{"name":"Dawn Nines","is_ca":false},{"name":"Susan E. Howlett","is_ca":true},{"name":"Rafael de Cabo","is_ca":false},{"name":"Sarah J. Mitchell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3504899615027583,"gpt":0.5018019274786373,"spread":0.151311965975879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00169174,0.0001725673,0.0008368251,0.0001249638,0.00004441696,0.00000898525,0.0003059985,0.0002129033,0.0004390318],"category_scores_gemma":[0.002478905,0.0001025993,0.0006481698,0.0001608313,0.0006591674,0.0001565806,0.0001025855,0.0006070127,0.00002188264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008437363,"about_ca_system_score_gemma":0.0002545098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004518337,"about_ca_topic_score_gemma":0.0005355175,"domain_scores_codex":[0.997645,0.0005284956,0.001081647,0.0001621471,0.0003194491,0.0002633129],"domain_scores_gemma":[0.9974417,0.0003080106,0.0007482076,0.0006745764,0.0005832828,0.0002441934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01405128,0.003495034,0.9020134,0.000209902,0.003331304,0.00009341641,0.002993663,0.0002652044,0.003350933,0.0001733215,0.05830009,0.01172247],"study_design_scores_gemma":[0.004677773,0.009967073,0.9783108,0.0005891291,0.0003613002,0.0008546792,0.0007546286,0.00007326428,0.002890462,0.0008905473,0.00048673,0.0001436648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919039,0.0007479434,0.0003357349,0.005455785,0.0002512573,0.0002908088,0.00004127757,0.00002748387,0.0009458283],"genre_scores_gemma":[0.9978088,0.0002075978,0.0003303082,0.0001398142,0.0001117399,0.000005201696,0.000007412365,0.00001800643,0.001371145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07629737,"threshold_uncertainty_score":0.4807091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}