{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":764,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":764,"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"},"query_hash":"d0708c7ab208","filters":{"venue":"BMC Geriatrics"}},"results":[{"id":"W2105092978","doi":"10.1186/1471-2318-8-24","title":"A standard procedure for creating a frailty index","year":2008,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3568,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"National Institute on Aging; Dalhousie University; Dalhousie Medical Research Foundation; Patrick and Catherine Weldon Donaghue Medical Research Foundation; Canadian Institutes of Health Research; American Federation for Aging Research; Robert Wood Johnson Foundation","keywords":"Medicine; Cohort; Confidence interval; Cohort study; Gerontology; Index (typography); Frailty Index; Standard error; Demography; Statistics; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04686351625089819,"gpt":0.3026332573346992,"spread":0.255769741083801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000171456,0.0001790831,0.0003370084,0.0001233169,0.0001866133,0.00001721941,0.0001018496,0.0001663761,0.00007863649],"category_scores_gemma":[0.001896502,0.0001618624,0.0001456447,0.0003779081,0.00005203081,0.00007759764,0.00004014017,0.0001738653,0.00002473672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001262221,"about_ca_system_score_gemma":0.0006847161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002603068,"about_ca_topic_score_gemma":0.00003730707,"domain_scores_codex":[0.9986012,0.00001602678,0.0003164934,0.0003220939,0.0003849811,0.0003591816],"domain_scores_gemma":[0.9988874,0.0002032347,0.000118209,0.0003207156,0.0002976646,0.0001728049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002857951,0.0004349756,0.844509,0.002666893,0.0001321388,0.0001261137,0.004764691,0.000160633,0.001418393,0.0004822914,0.1356385,0.006808402],"study_design_scores_gemma":[0.03710989,0.004136221,0.6423803,0.0006120509,0.0006594033,0.002498364,0.001552705,0.01197116,0.007074023,0.001841505,0.2883992,0.001765223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334103,0.0006253181,0.05685248,0.0006853971,0.0003829285,0.002050842,0.000111583,0.0003448882,0.005536211],"genre_scores_gemma":[0.9279484,0.00005610239,0.06420432,0.0003767231,0.0009072552,0.0001635372,0.00005108436,0.00006278839,0.00622986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2021287,"threshold_uncertainty_score":0.6600557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2518223513","doi":"10.1186/s12877-016-0332-0","title":"A critical review of the long-term disability outcomes following hip fracture","year":2016,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":942,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Hip fracture; Rehabilitation; Term (time); Physical medicine and rehabilitation; Physical therapy; Osteoporosis; Fracture (geology); Gerontology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.05948446667335783,"gpt":0.3957824500047111,"spread":0.3362979833313532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008074794,0.0005600309,0.003379542,0.00006480012,0.00008460751,0.00002015372,0.0005117794,0.0005950146,0.0005498877],"category_scores_gemma":[0.008313732,0.0002419981,0.003509985,0.0004528859,0.0001976451,0.00006312702,0.0001910961,0.0006976963,0.00007480899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803379,"about_ca_system_score_gemma":0.0006758368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005202775,"about_ca_topic_score_gemma":0.00000279236,"domain_scores_codex":[0.9966826,0.0004412358,0.001243745,0.0005198915,0.0007111087,0.0004013472],"domain_scores_gemma":[0.9954118,0.002115981,0.0004898818,0.001644065,0.0001327502,0.0002055919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007099379,0.0002204279,0.05291886,0.5858868,0.0002257319,0.00002410893,0.00002032905,5.445867e-9,1.036743e-7,0.00005974937,0.002379267,0.3582575],"study_design_scores_gemma":[0.0003036412,0.00003584222,0.02718847,0.1745559,0.006284455,0.00004232693,0.000001778787,3.057719e-8,6.751191e-7,0.00005762606,0.7911958,0.0003335157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003266981,0.995377,0.0002434684,0.0008169605,0.001229223,0.001810787,0.00007785631,0.00004571291,0.0003663217],"genre_scores_gemma":[0.0003557992,0.9973041,0.0002257278,0.00101581,0.0005537354,0.00007862489,0.00004296548,0.00007119491,0.000352025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7888165,"threshold_uncertainty_score":0.9952915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092057453","doi":"10.1186/s12877-020-01801-7","title":"A scoping review of the Clinical Frailty Scale","year":2020,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":845,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Dalhousie University; Canadian Geriatrics Society","keywords":"Medicine; CINAHL; MEDLINE; PsycINFO; Comorbidity; Cochrane Library; Scopus; Meta-analysis; Gerontology; Psychiatry; Internal medicine; Psychological intervention","retraction":null,"screen_n_in":null,"score":{"opus":0.192795926460132,"gpt":0.452253432333487,"spread":0.259457505873355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001052857,0.0004410766,0.004327307,0.00007692278,0.00004738834,0.00001302296,0.0006584055,0.0005009403,0.0002176362],"category_scores_gemma":[0.006186844,0.000269518,0.002391581,0.001332086,0.0001431035,0.00003066033,0.0004506588,0.001022212,0.000246194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009913534,"about_ca_system_score_gemma":0.003747948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006126581,"about_ca_topic_score_gemma":0.00001070292,"domain_scores_codex":[0.9953385,0.0006190067,0.002477594,0.000596146,0.0006739627,0.0002948196],"domain_scores_gemma":[0.99571,0.0009825907,0.00141346,0.001452532,0.0002004764,0.0002409232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000305919,0.00004300689,0.00006922595,0.5840143,0.00004502815,0.000007605011,0.000005811459,1.07942e-8,1.387656e-8,0.000003239868,0.01041932,0.4053894],"study_design_scores_gemma":[0.0002110267,0.00004901647,0.00001974811,0.4684697,0.002090313,0.00007861208,0.000001048845,7.221235e-7,2.219719e-7,0.000002559143,0.5289485,0.0001284625],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.044687e-7,0.991819,0.00009887266,0.0004182489,0.001332159,0.004970189,0.00006506845,0.00006152195,0.001234286],"genre_scores_gemma":[1.311553e-7,0.9935303,0.003581304,0.0008444851,0.001253374,0.0001056297,0.00005596557,0.00008431602,0.0005444645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5185292,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1502716447","doi":"10.1186/1471-2318-2-1","title":"Frailty, fitness and late-life mortality in relation to chronological and biological age","year":2002,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":722,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of British Columbia; Polytechnique Montréal","funders":"Medical Research Council Canada; Health Canada; Medical Research Council; Pfizer Canada; University of Ottawa; Pfizer","keywords":"Frailty Index; Medicine; Gerontology; Demography; Index (typography); Cohort; Senescence; Proportional hazards model; Linear regression; National Death Index; Internal medicine; Confidence interval; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.1139798554853705,"gpt":0.3115056411772857,"spread":0.1975257856919153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002243278,0.0001393956,0.0002917461,0.0001118661,0.00003975924,0.00002305178,0.00005569869,0.0002610746,0.000189375],"category_scores_gemma":[0.001131218,0.0001116252,0.00002821543,0.0003130241,0.00008775744,0.00005757455,0.0001092007,0.0002071568,0.00004254164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004923495,"about_ca_system_score_gemma":0.00001644139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007643268,"about_ca_topic_score_gemma":0.00009315855,"domain_scores_codex":[0.9989036,0.00006898634,0.0002865971,0.000358543,0.0001488031,0.0002334165],"domain_scores_gemma":[0.9993429,0.0001579824,0.00004744305,0.0002066636,0.00002785692,0.000217124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006279664,0.000118958,0.9953093,0.00006540628,0.000007902908,0.00007499634,0.0003365228,0.00003363903,0.0006240504,0.0001640124,0.0005108729,0.002691565],"study_design_scores_gemma":[0.001341487,0.0002967492,0.9954718,0.00002014187,0.00001961335,0.00001860511,0.00003599779,0.001314755,0.00001810004,0.0002720219,0.001055164,0.000135615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967186,0.0006861694,0.0003495076,0.0008691001,0.0001033171,0.0004224646,0.000007886131,0.00006984261,0.0007731175],"genre_scores_gemma":[0.9960746,0.0002902537,0.002828023,0.0003766514,0.0001190335,0.00001861766,0.00001622903,0.000009431963,0.0002671842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00255595,"threshold_uncertainty_score":0.4551945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1704947773","doi":"10.1186/s12877-015-0103-3","title":"Relationship between the Montreal Cognitive Assessment and Mini-mental State Examination for assessment of mild cognitive impairment in older adults","year":2015,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":611,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institute of Biomedical Imaging and Bioengineering; National Institute on Aging; National Institutes of Health; Northern California Institute for Research and Education; University of California, San Diego; BioClinica; U.S. Department of Defense; Alzheimer's Disease Neuroimaging Initiative; Biogen; Canadian Institutes of Health Research; National Center for Advancing Translational Sciences; University of Southern California; Eli Lilly and Company; Foundation for the National Institutes of Health","keywords":"Montreal Cognitive Assessment; Medicine; Cognitive impairment; Cognition; Rehabilitation; Mini–Mental State Examination; Gerontology; Cognitive Assessment System; Mental state; Physical medicine and rehabilitation; Physical therapy; Clinical psychology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.06640029849049808,"gpt":0.3862499623808818,"spread":0.3198496638903837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002072636,0.0002065969,0.0003423837,0.0003049895,0.0001014768,0.00004122024,0.00007375163,0.00008678012,0.00001678167],"category_scores_gemma":[0.000381725,0.0001601602,0.00008715633,0.0004102748,0.0001264307,0.0001561158,0.0001024549,0.0002312979,0.00000237877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002695688,"about_ca_system_score_gemma":0.0005891533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453611,"about_ca_topic_score_gemma":0.0001115539,"domain_scores_codex":[0.9976152,0.0003663159,0.0005375707,0.0003789689,0.0007376113,0.0003643549],"domain_scores_gemma":[0.9969789,0.001781678,0.0002442265,0.0001267373,0.0006670913,0.0002013898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006031364,0.0006947237,0.98831,0.0002401851,0.00006368467,0.000005012466,0.001967603,0.000001020986,0.000005149805,0.00003131812,0.0001508993,0.007927242],"study_design_scores_gemma":[0.01742665,0.001896917,0.9690602,0.0002576434,0.0003072071,0.000004851144,0.009432892,0.001086125,0.00015418,0.0002111671,0.000007798868,0.0001544062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872429,0.0001697171,0.006366002,0.000214247,0.00008392781,0.004604109,0.0002986427,0.00001740702,0.001002991],"genre_scores_gemma":[0.9969493,0.00003924604,0.001459773,0.0000498353,0.00009172359,0.00056549,0.000570469,0.00002423129,0.0002499654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01924986,"threshold_uncertainty_score":0.6531143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891167182","doi":"10.1186/s12877-018-0897-x","title":"Interventions to address social connectedness and loneliness for older adults: a scoping review","year":2018,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":360,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Loneliness; Social connectedness; Medicine; Psychological intervention; Gerontology; Rehabilitation; Social support; Nursing; Physical therapy; Psychiatry; Psychotherapist; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.1758366210474302,"gpt":0.4880233609851142,"spread":0.312186739937684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001800603,0.0003128769,0.001706552,0.0001653166,0.0009419499,0.0001704706,0.0004208978,0.0003792246,0.000164076],"category_scores_gemma":[0.003078517,0.0002829555,0.0007203216,0.0007695439,0.0001095466,0.0001081017,0.0001620668,0.0001542481,0.00003625375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163993,"about_ca_system_score_gemma":0.001602925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005045459,"about_ca_topic_score_gemma":0.004828004,"domain_scores_codex":[0.996964,0.000482378,0.001106676,0.0005184252,0.0002881432,0.0006404057],"domain_scores_gemma":[0.997509,0.0009943871,0.0005431024,0.0002150141,0.0004399337,0.0002985774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004441214,0.00002625219,0.000007159096,0.806629,0.00001071072,4.895437e-7,0.0007286524,5.771353e-9,5.105893e-11,0.001183666,0.01504105,0.1763685],"study_design_scores_gemma":[0.0002028558,0.00001319949,0.00001709209,0.4251586,0.00041219,8.848849e-7,0.0003259508,1.448735e-7,2.202243e-9,0.00001557367,0.5735891,0.000264405],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000433277,0.9883328,0.001262995,0.0005581636,0.001851945,0.007489618,0.0002882001,0.0000745217,0.0001374142],"genre_scores_gemma":[7.337279e-7,0.9936341,0.0007990626,0.0008305964,0.002626291,0.001523675,0.00009949912,0.00004749201,0.0004385229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.558548,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969907558","doi":"10.1186/s12877-019-1244-6","title":"The benefits of and barriers to using a social robot PARO in care settings: a scoping review","year":2019,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":356,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Coastal Health; Simon Fraser University; University of British Columbia","funders":"Simon Fraser University; Mr. and Mrs. P.A. Woodward's Foundation","keywords":"Medicine; Dementia; Usability; Workload; Mood; Psychological intervention; Nursing; Population; Stigma (botany); Psychology; Psychiatry; Computer science; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.1532341850822753,"gpt":0.4587228707751095,"spread":0.3054886856928343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005460476,0.0002801842,0.001464021,0.0001805931,0.0001863636,0.0000478637,0.0002591837,0.0003194067,0.000125431],"category_scores_gemma":[0.0007372422,0.0002262038,0.0003535898,0.0007172598,0.00003297727,0.00003424337,0.0001252399,0.0003374694,0.00004418406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600643,"about_ca_system_score_gemma":0.0006619281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008677683,"about_ca_topic_score_gemma":0.0001762902,"domain_scores_codex":[0.9977725,0.0004618389,0.0008692405,0.0003873172,0.0001858582,0.0003232836],"domain_scores_gemma":[0.9981631,0.0006188807,0.0007094493,0.0002879505,0.0001153325,0.0001052544],"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":[0.00001628682,0.00001162769,0.00008989837,0.1404516,0.00007013424,0.000001749772,0.004293736,0.0000103782,7.238333e-8,0.000434077,0.001800711,0.8528197],"study_design_scores_gemma":[0.000370137,0.00005283309,0.00006291283,0.2771087,0.00112864,0.00002299618,0.003650958,0.000001832407,8.095976e-8,0.000006409047,0.7170226,0.0005719384],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003445766,0.9957275,0.00002130637,0.00005120831,0.001309033,0.002126131,0.00003467047,0.00001538667,0.0006802984],"genre_scores_gemma":[0.000009780279,0.9988769,0.0002094397,0.0002642563,0.0003583202,0.000126614,0.00001319802,0.00004755002,0.0000939528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8522478,"threshold_uncertainty_score":0.9224322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982824750","doi":"10.1186/1471-2318-8-28","title":"The COACH prompting system to assist older adults with dementia through handwashing: An efficacy study","year":2008,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":343,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Alzheimer's Association","keywords":"Dementia; Medicine; Activities of daily living; Intervention (counseling); Flexibility (engineering); Personalization; Gerontology; Physical therapy; Physical medicine and rehabilitation; Nursing; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.03206177568922829,"gpt":0.3096829356924464,"spread":0.2776211600032181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008113219,0.0002298099,0.0002959475,0.00009599967,0.0008727671,0.0001524265,0.000247816,0.00005250517,0.00002456569],"category_scores_gemma":[0.0001683122,0.0001396376,0.00007058069,0.0006661898,0.0000637999,0.0002030897,0.000133245,0.0002213634,0.00006805761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009495821,"about_ca_system_score_gemma":0.0002673472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001211642,"about_ca_topic_score_gemma":0.00008921721,"domain_scores_codex":[0.997245,0.0002417021,0.0003798031,0.000509783,0.001043043,0.0005806361],"domain_scores_gemma":[0.9985173,0.0001723961,0.0001204111,0.0005133267,0.0004161886,0.0002604057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001587541,0.002169129,0.9875863,0.0002696594,0.0002335606,0.000212377,0.004663803,0.00001316719,0.00006763308,0.00006017942,0.0006007634,0.002535846],"study_design_scores_gemma":[0.007554175,0.003107606,0.9697779,0.0001801249,0.000355805,0.00013694,0.01715108,0.0002627627,0.0002178517,7.512816e-7,0.001031572,0.000223457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989951,0.0002393657,0.004252593,0.0001246026,0.0001377696,0.003650104,0.000003908685,0.0001426074,0.001498006],"genre_scores_gemma":[0.9963556,0.00001387489,0.002353333,0.00008091626,0.0002897548,0.0002747907,0.00002308057,0.00004359812,0.0005650647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01780847,"threshold_uncertainty_score":0.6712707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808312496","doi":"10.1186/s12877-018-0823-2","title":"What do we know about frailty in the acute care setting? A scoping review","year":2018,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":336,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Lakehead University; Nova Scotia Health Authority; Dalhousie University","funders":"Government of Canada; Canadian Frailty Network; Dalhousie University; QEII Foundation; Health Sciences Centre Foundation","keywords":"Medicine; Rehabilitation; Acute care; Gerontology; Nursing; Intensive care medicine; Physical therapy; Health care","retraction":null,"screen_n_in":null,"score":{"opus":0.05934517595035212,"gpt":0.3890337146258099,"spread":0.3296885386754578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001398787,0.000898294,0.003276151,0.0003862715,0.0001381753,0.0002856821,0.001060749,0.0007228905,0.000215258],"category_scores_gemma":[0.001370497,0.0005813105,0.001112564,0.001861196,0.0001171509,0.0002500828,0.0003221854,0.001240604,0.0007352294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004174182,"about_ca_system_score_gemma":0.002270403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001547478,"about_ca_topic_score_gemma":0.0001216777,"domain_scores_codex":[0.9947574,0.0007565034,0.001743455,0.001028216,0.0009368231,0.0007775732],"domain_scores_gemma":[0.9953595,0.0009260101,0.0009770285,0.002182164,0.0003603654,0.0001949272],"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":[0.000003709578,0.00002755611,0.0000105858,0.3923953,0.00005661278,0.0000706885,0.000548383,3.109518e-8,9.758437e-9,0.00000477121,0.01732361,0.5895587],"study_design_scores_gemma":[0.0002814492,0.00006588789,0.000004770175,0.4793158,0.002123134,0.0002417762,0.0001413358,4.225778e-7,7.245456e-8,0.000005020269,0.5175273,0.000293017],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001236514,0.9884196,0.00002832737,0.0007881651,0.002076356,0.008045947,0.0000839424,0.0001064694,0.0004499429],"genre_scores_gemma":[1.202031e-7,0.9928172,0.002082501,0.001126995,0.002035446,0.0007205272,0.000405496,0.0001547888,0.0006569467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5892657,"threshold_uncertainty_score":0.9996638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286218443","doi":"10.1186/s12877-022-03279-x","title":"Prevalence and factors associated with polypharmacy: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":329,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; Health Sciences Centre; Queen's University","funders":"National Institute on Drug Abuse","keywords":"Polypharmacy; Medicine; Meta-analysis; Observational study; Systematic review; Demography; Environmental health; MEDLINE; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.4307523524898118,"gpt":0.4521508820247587,"spread":0.02139852953494686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001234541,0.000561774,0.008076392,0.0003293353,0.0001232632,0.00005806367,0.0001686361,0.0001217852,0.001334824],"category_scores_gemma":[0.001427873,0.0003053026,0.001484788,0.001669316,0.00004636165,0.0001125946,0.0001700932,0.0005929964,0.00000431437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048266,"about_ca_system_score_gemma":0.0002053313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001124437,"about_ca_topic_score_gemma":0.000003031991,"domain_scores_codex":[0.9963213,0.001171235,0.00102114,0.0005726861,0.000631907,0.0002816845],"domain_scores_gemma":[0.9946503,0.003070637,0.001431937,0.0004860298,0.00006265703,0.0002984453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000475816,0.00006054685,0.0004762608,0.8945244,0.104776,0.00001228123,0.00002225068,1.223492e-7,2.301107e-9,0.000005847705,0.00002935672,0.00008816639],"study_design_scores_gemma":[0.0002075735,0.00008185593,0.00003422965,0.008136345,0.9494247,0.00003614531,0.000008726536,0.000009978537,1.096385e-8,0.000001140681,0.04175391,0.0003054079],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000164242,0.9948679,0.00001608993,0.00004746352,0.00003644059,0.004605696,0.0002844441,0.00004774265,0.0000778333],"genre_scores_gemma":[0.000037656,0.9976335,0.00006440158,0.0004568138,0.00001255735,0.0003966715,0.0001712263,0.00004824956,0.001178923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8863881,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1481804282","doi":"10.1186/1471-2318-3-4","title":"Validity of a novel computerized cognitive battery for mild cognitive impairment","year":2003,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":320,"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":"Dementia; Neuropsychology; Cognition; Medicine; Verbal fluency test; Cognitive test; Neuropsychological test; Audiology; Discriminant function analysis; Neuropsychological assessment; Receiver operating characteristic; Physical medicine and rehabilitation; Disease; Psychiatry; Machine learning; Pathology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.07712995347223975,"gpt":0.3469109509610513,"spread":0.2697809974888116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009488207,0.0002602608,0.0005431424,0.0002720473,0.0001068699,0.00003125852,0.00008780834,0.00011956,0.0002670462],"category_scores_gemma":[0.0008775161,0.0002385667,0.0003374819,0.0004562187,0.0001297765,0.00008779039,0.00006943764,0.0001606248,0.00002418882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006738295,"about_ca_system_score_gemma":0.0004794654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009602055,"about_ca_topic_score_gemma":0.000002677232,"domain_scores_codex":[0.9977878,0.0001678641,0.00050148,0.00045075,0.0005535667,0.0005384863],"domain_scores_gemma":[0.9972079,0.001139461,0.0002123217,0.0001723064,0.001028243,0.0002397493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0128111,0.01620953,0.9393743,0.00437676,0.001147474,0.00006518506,0.001259587,0.000005368998,0.01506918,0.0009563289,0.004634927,0.004090321],"study_design_scores_gemma":[0.08556528,0.008853439,0.7930608,0.0008455826,0.002223552,0.0001440929,0.002715404,0.001589514,0.1018259,0.0003991426,0.001843221,0.0009340485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7368786,0.00008185982,0.2586265,0.00005066843,0.00022828,0.002461921,0.000276012,0.00003802313,0.0013581],"genre_scores_gemma":[0.9841308,0.00004734893,0.01421622,0.0003636281,0.0001597224,0.0003063718,0.0001939332,0.0000393138,0.0005426378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2472522,"threshold_uncertainty_score":0.9728467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893865483","doi":"10.1186/s12877-018-0925-x","title":"Identifying and understanding the health and social care needs of older adults with multiple chronic conditions and their caregivers: a scoping review","year":2018,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":279,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"NOSM University; Université de Montréal; Trillium Health Centre; Laurentian University; University of Saskatchewan; Health Sciences North; University of Toronto; Dalhousie University; University Health Network; McMaster University; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute","keywords":"Medicine; Multiple Chronic Conditions; Gerontology; Rehabilitation; Social needs; Social care; Social support; Health care; Chronic disease; Nursing; Family medicine; Physical therapy; Psychotherapist","retraction":null,"screen_n_in":null,"score":{"opus":0.1082008425456924,"gpt":0.3729329687419724,"spread":0.2647321261962801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002398164,0.0003453755,0.001307242,0.0002247158,0.0003639805,0.00008092053,0.00009395721,0.00009937905,0.00001681563],"category_scores_gemma":[0.00004544581,0.0002176196,0.0001441574,0.0004411786,0.0003538176,0.00009601924,0.0001740082,0.0001835946,6.444645e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004479015,"about_ca_system_score_gemma":0.00170402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004953004,"about_ca_topic_score_gemma":0.0002257952,"domain_scores_codex":[0.9985882,0.0001418741,0.0004655353,0.0003312784,0.0001983319,0.0002747956],"domain_scores_gemma":[0.9987296,0.0002081243,0.0005903165,0.0002751648,0.0000838734,0.0001128681],"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":[0.00001706995,0.00001412433,0.00005000782,0.968126,0.0001955081,0.000002811644,0.008261428,4.515357e-8,1.55097e-8,0.0003052557,0.0005835923,0.02244414],"study_design_scores_gemma":[0.002882926,0.0003855729,0.00007330107,0.8713832,0.003598607,0.00007998287,0.1080978,0.000009852245,6.212702e-8,0.00002793597,0.01304303,0.0004176992],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001335615,0.9949943,0.0005639506,0.0000800162,0.00007923401,0.003887863,0.0001157332,0.00003268039,0.000112693],"genre_scores_gemma":[0.003498464,0.9957436,0.00005804469,0.00005596225,0.0002185857,0.0000947759,0.0002733652,0.00004247497,0.00001476991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09983634,"threshold_uncertainty_score":0.8874269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147814031","doi":"10.1186/1471-2318-9-41","title":"Dual-tasking and gait in people with Mild Cognitive Impairment. The effect of working memory","year":2009,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":238,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; McGill University; Western University; Concordia University; Parkwood Institute","funders":"Fogarty International Center; McGill University","keywords":"Medicine; Physical medicine and rehabilitation; Working memory; Cognitive impairment; Rehabilitation; Gait; Cognition; Human multitasking; Dual (grammatical number); Physical therapy; Cognitive psychology; Psychiatry; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.01989108334917774,"gpt":0.3118087219499401,"spread":0.2919176386007624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001200666,0.0001358645,0.0002751413,0.0001035941,0.0002646504,0.000009074896,0.0000703773,0.0001207241,0.000007276646],"category_scores_gemma":[0.0001005544,0.00008771259,0.00004315549,0.0004508436,0.00003037795,0.00006743624,0.00004563263,0.0003428408,0.000007814084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004542334,"about_ca_system_score_gemma":0.00008374484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001038028,"about_ca_topic_score_gemma":0.0006077814,"domain_scores_codex":[0.9983781,0.0005994064,0.0003232463,0.0002001276,0.0001770179,0.0003220876],"domain_scores_gemma":[0.9984668,0.001030107,0.0002648729,0.0001483917,0.0000430028,0.00004683957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006312427,0.000116205,0.9906021,0.0003887395,0.00001619018,0.000004183105,0.004345212,0.000003459408,0.0002767804,0.00007575716,0.0003660504,0.003174085],"study_design_scores_gemma":[0.003238525,0.0004015679,0.9937084,0.0004955901,0.00006754124,0.000002898786,0.001658765,0.0001365612,0.00001846706,0.0001269187,0.00003673555,0.0001079698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954916,0.0007673198,0.0002418003,0.00009167883,0.000180946,0.001147391,0.00000578421,0.00002983455,0.002043629],"genre_scores_gemma":[0.9990681,0.0001322398,0.0002334381,0.0001276678,0.0001835482,0.0000586531,0.00001266482,0.00001276346,0.0001708704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003576538,"threshold_uncertainty_score":0.3576815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145748998","doi":"10.1186/1471-2318-14-22","title":"Chronic disease and falls in community-dwelling Canadians over 65 years old: a population-based study exploring associations with number and pattern of chronic conditions","year":2014,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":238,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Michael's Hospital; University of Windsor; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Toronto Rehabilitation Institute","keywords":"Medicine; COPD; Diabetes mellitus; Odds ratio; Logistic regression; Cluster (spacecraft); Cross-sectional study; Comorbidity; Population; Chronic disease; Demography; Physical therapy; Gerontology; Internal medicine; Environmental health; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.03562984846048101,"gpt":0.3300079335888059,"spread":0.2943780851283249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006103478,0.0001212505,0.0002373523,0.0001519682,0.0004504534,0.0000159038,0.00007902234,0.00007888972,0.00002069883],"category_scores_gemma":[0.00009287846,0.0001275062,0.00002763268,0.0002709533,0.00002403909,0.0001457397,0.0000395448,0.0003869889,0.000005852066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003914221,"about_ca_system_score_gemma":0.0003857126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0437278,"about_ca_topic_score_gemma":0.285896,"domain_scores_codex":[0.9982345,0.0007674228,0.0003778503,0.00017339,0.0001638819,0.0002829466],"domain_scores_gemma":[0.998673,0.0006103179,0.000252779,0.0002631962,0.00005917371,0.0001414868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007540274,0.0002191943,0.9969895,0.0002789571,0.00001524404,9.451151e-7,0.001908457,0.0001892567,0.00001620655,0.0001289719,0.00002084901,0.0002248391],"study_design_scores_gemma":[0.00226833,0.00009030782,0.9935111,0.0001864131,0.00007930635,1.103863e-7,0.001239427,0.002304636,8.08784e-8,0.0001387292,0.00004783491,0.0001337206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979913,0.00008810995,0.000737415,0.00003369852,0.0001397892,0.0007738203,0.000161053,0.00002861106,0.00004620272],"genre_scores_gemma":[0.999172,0.00003636772,0.00008551068,0.00006223837,0.0001561628,0.0001816713,0.0002127886,0.00002443269,0.00006885181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421682,"threshold_uncertainty_score":0.9626401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4287307658","doi":"10.1186/s12877-022-03271-5","title":"Predicting falls in older adults: an umbrella review of instruments assessing gait, balance, and functional mobility","year":2022,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":226,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Gait; Balance (ability); Physical medicine and rehabilitation; Falls in older adults; Rehabilitation; Gerontology; Poison control; Injury prevention; Physical therapy; Medical emergency","retraction":null,"screen_n_in":null,"score":{"opus":0.0765112761577407,"gpt":0.3974969658601852,"spread":0.3209856897024445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003920629,0.0004630369,0.002023098,0.0003141253,0.0003882191,0.00001943183,0.0002988905,0.0005444905,0.0002816968],"category_scores_gemma":[0.0007060166,0.0004299523,0.0003233043,0.001065913,0.00005331613,0.0003254803,0.0004017944,0.00151588,0.00001387459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004460427,"about_ca_system_score_gemma":0.001470588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001559847,"about_ca_topic_score_gemma":0.00007088356,"domain_scores_codex":[0.9927549,0.002773562,0.002451274,0.0008663029,0.0005882389,0.0005657102],"domain_scores_gemma":[0.9959818,0.0008862717,0.002158871,0.0006662409,0.0001434507,0.0001633317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001889838,0.0006228159,0.03401376,0.5475485,0.00003309417,0.000001893021,0.0001483078,1.102284e-7,3.385101e-7,0.00004441139,0.0004801158,0.4170878],"study_design_scores_gemma":[0.001782136,0.0000799336,0.08653958,0.2309537,0.0005834379,0.0000132721,0.0005537685,0.0001228907,5.281292e-9,0.00006181579,0.6787555,0.0005539188],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004944103,0.9886612,0.00007357607,0.000004539065,0.001567949,0.003363643,0.0002685091,0.00006655192,0.001049907],"genre_scores_gemma":[0.0001413013,0.9960423,0.0008473695,0.0001210733,0.0004226849,0.0007652617,0.001423837,0.00006776032,0.0001684336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6782754,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116349749","doi":"10.1186/1471-2318-7-17","title":"The history of falls and the association of the timed up and go test to falls and near-falls in older adults with hip osteoarthritis","year":2007,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":224,"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":"Canadian Institutes of Health Research; Physiotherapy Foundation of Canada","keywords":"Medicine; Timed Up and Go test; Poison control; Injury prevention; Physical therapy; Osteoarthritis; Observational study; Fall prevention; Gait; Falls in older adults; Falling (accident); Population; Rehabilitation; Geriatrics; Fear of falling; Occupational safety and health; Physical medicine and rehabilitation; Balance (ability); Internal medicine; Emergency medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.008519679479933442,"gpt":0.2592829418359119,"spread":0.2507632623559785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002611431,0.0001259463,0.0002665801,0.00005235234,0.0002582293,0.00001308577,0.000134937,0.0001854918,0.000002869317],"category_scores_gemma":[0.0007836791,0.00006992366,0.00003680797,0.0002584851,0.0001691889,0.00007210956,0.0001155098,0.0003013329,0.000003324167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785742,"about_ca_system_score_gemma":0.0002175255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003839048,"about_ca_topic_score_gemma":0.006827585,"domain_scores_codex":[0.9982537,0.000442788,0.0005192803,0.0002003343,0.0002802283,0.0003036449],"domain_scores_gemma":[0.9965468,0.002406569,0.0005486516,0.0002567382,0.0001757402,0.00006551645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008243399,0.0001436054,0.953252,0.0004174926,0.0000201426,7.387059e-7,0.02837873,6.619416e-7,0.0007753125,0.000549564,0.004022737,0.01161474],"study_design_scores_gemma":[0.005728068,0.0001020687,0.9865909,0.0002438368,0.00003911403,0.000001364994,0.002549653,0.0000472403,0.000005468838,0.0001124284,0.004486503,0.0000933489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932656,0.003148666,0.0000599405,0.0003740752,0.0005441362,0.001587846,0.00002404001,0.00001190668,0.0009838352],"genre_scores_gemma":[0.994161,0.0007978812,0.0003179743,0.0002499883,0.00009011909,0.00005206598,0.000004202754,0.0000169417,0.004309795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03333897,"threshold_uncertainty_score":0.3809953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135751959","doi":"10.1186/s12877-021-02109-w","title":"Behavioural and psychological symptoms of dementia in patients with Alzheimer’s disease and family caregiver burden: a path analysis","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":216,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Apathy; Activities of daily living; Caregiver burden; Psychiatry; Irritability; Montreal Cognitive Assessment; Clinical Dementia Rating; Outpatient clinic; Depression (economics); Anxiety; Disease; Clinical psychology; Cognition","retraction":null,"screen_n_in":null,"score":{"opus":0.02961653554990812,"gpt":0.2979793121960881,"spread":0.26836277664618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001111118,0.0001174322,0.0002723552,0.0002137714,0.00003034111,0.00002379013,0.00003811635,0.00004610328,0.00007255923],"category_scores_gemma":[0.00004107819,0.00009031651,0.00006500303,0.0006951366,0.00008130385,0.00005419826,0.00008296143,0.00009047281,9.673355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001263046,"about_ca_system_score_gemma":0.00007001834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004538772,"about_ca_topic_score_gemma":0.00002079484,"domain_scores_codex":[0.9987922,0.00008034572,0.0002011345,0.0003297901,0.0003879751,0.0002085467],"domain_scores_gemma":[0.9993036,0.00003777289,0.00006011659,0.0001734613,0.0002241853,0.0002008721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004551181,0.0005211151,0.9964001,0.00003998552,0.0003854135,0.0000850598,0.000109988,0.000001367323,0.00002578058,0.00001049689,0.00002109,0.001944494],"study_design_scores_gemma":[0.003948396,0.0006367487,0.990625,0.00002160017,0.004315922,0.00000168378,0.0002445283,0.00007200267,0.00001423335,0.000009187354,0.00001079199,0.00009996464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969123,0.002430655,0.0001367707,0.00003957526,0.0000185388,0.0003084415,0.00003514518,0.000007938454,0.000110659],"genre_scores_gemma":[0.9991577,0.0001231492,0.0004797107,0.00004220943,0.00001492287,0.00001786853,0.0001173272,0.000008126261,0.00003896066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00577515,"threshold_uncertainty_score":0.3683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788411744","doi":"10.1186/s12877-017-0701-3","title":"Standard set of health outcome measures for older persons","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":211,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Health care; Delphi method; Loneliness; Autonomy; Mood; Gerontology; Nursing; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.09313355594926694,"gpt":0.3698791083069767,"spread":0.2767455523577098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007813598,0.0001396509,0.0004692416,0.0001361476,0.00009128756,0.00001062735,0.0001080093,0.00009304059,0.00009895218],"category_scores_gemma":[0.0008869633,0.0001204193,0.000156487,0.0002535866,0.00008976665,0.00003976341,0.00003103826,0.00008804505,0.00002026086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271836,"about_ca_system_score_gemma":0.0004920494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008044684,"about_ca_topic_score_gemma":0.0001156522,"domain_scores_codex":[0.9984925,0.00005072145,0.0004825676,0.0002384495,0.0004043889,0.0003313984],"domain_scores_gemma":[0.9987035,0.0001497832,0.000210521,0.0003916213,0.0004012063,0.0001433923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001403689,0.0002899913,0.4910343,0.004363264,0.0001971186,0.000004600808,0.01061622,0.000009202789,0.0006716991,0.000876697,0.4382955,0.05223763],"study_design_scores_gemma":[0.02288569,0.007489367,0.4050026,0.0004216802,0.0005930083,0.0001052613,0.003912895,0.0006045639,0.005700334,0.0006989835,0.5516811,0.0009045041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6394288,0.003722271,0.3243849,0.01706149,0.004084855,0.005704886,0.001942298,0.0004457029,0.003224797],"genre_scores_gemma":[0.9467021,0.00003056552,0.04932233,0.0006488591,0.0009109084,0.00003366659,0.00005101387,0.00004891328,0.002251678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3072732,"threshold_uncertainty_score":0.4910555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2584896592","doi":"10.1186/s12877-017-0431-6","title":"Managing multiple chronic conditions in the community: a Canadian qualitative study of the experiences of older adults, family caregivers and healthcare providers","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":207,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Bridgepoint Active Healthcare; St. Joseph’s Healthcare Hamilton; University of Alberta; Mohawk College; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Multiple Chronic Conditions; Qualitative research; Rehabilitation; Health care; Family caregivers; Gerontology; Nursing; Family medicine; Chronic disease; Physical therapy","retraction":null,"screen_n_in":null,"score":{"opus":0.06049578813942252,"gpt":0.3605297863529114,"spread":0.3000339982134889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003964794,0.0001001685,0.0001949706,0.0001267253,0.00051738,0.00004094218,0.000381946,0.0000287816,0.000005466356],"category_scores_gemma":[0.0001993936,0.00006752819,0.00004232827,0.0002101001,0.0003390866,0.0001128304,0.000108013,0.0001708708,2.404455e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154915,"about_ca_system_score_gemma":0.0006547283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5577542,"about_ca_topic_score_gemma":0.7346072,"domain_scores_codex":[0.9988274,0.0003958494,0.0002230784,0.0001332031,0.0002413281,0.0001791273],"domain_scores_gemma":[0.9986993,0.0002219454,0.0002300718,0.0007114141,0.00007670319,0.00006057251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003856869,0.000167086,0.03582244,0.0008243109,0.00003399877,0.000006433358,0.9622006,0.00002166884,0.00000216875,0.0003205203,0.0002882044,0.0002739751],"study_design_scores_gemma":[0.001617978,0.0001474917,0.3161676,0.0001281329,0.00005125775,5.767033e-7,0.6816489,0.0001037836,0.000001707524,0.00007002379,0.00001925752,0.00004323023],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957725,0.0004933724,0.000003729479,0.001189606,0.00009879067,0.001668022,0.00002820534,0.000006201831,0.0007396121],"genre_scores_gemma":[0.9996955,0.00004781079,0.00001481799,0.00006179809,0.00001670949,0.0001266904,0.00001066445,0.000007066667,0.000018893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2805517,"threshold_uncertainty_score":0.4451908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086710477","doi":"10.1186/1471-2318-10-16","title":"The independent contribution of executive functions to health related quality of life in older women","year":2010,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","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":"St. Paul's Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; British Columbia Medical Services Foundation; Michael Smith Health Research BC; Vancouver Foundation","keywords":"Working memory; Stroop effect; Cognition; Executive functions; Medicine; Quality of life (healthcare); Memory span; Gerontology; Trail Making Test; EQ-5D; Quality-adjusted life year; Test (biology); Health related quality of life; Psychiatry; Cost effectiveness; Cognitive impairment","retraction":null,"screen_n_in":null,"score":{"opus":0.02530036991134487,"gpt":0.3382116540382943,"spread":0.3129112841269494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002898538,0.00007297681,0.0002867481,0.0001705673,0.00006962344,0.000008145645,0.00007659231,0.00007552885,0.0001232856],"category_scores_gemma":[0.002016827,0.00005331557,0.00005918407,0.0006511989,0.00005973326,0.0000336054,0.00006139804,0.0002753432,0.00001679275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142497,"about_ca_system_score_gemma":0.0006725126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004512849,"about_ca_topic_score_gemma":0.0005644067,"domain_scores_codex":[0.9982882,0.0002228527,0.0006258779,0.0001349003,0.0004273745,0.0003007933],"domain_scores_gemma":[0.998619,0.0002987084,0.000227193,0.0002185809,0.0004397666,0.0001967413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001043386,0.0005790022,0.9882056,0.0001059995,0.0000457001,8.478901e-7,0.001324206,0.000003131421,0.005173669,0.001156106,0.0007912946,0.001571019],"study_design_scores_gemma":[0.002650442,0.0004212563,0.9931711,0.00001551132,0.000009902436,0.000001471988,0.002466979,0.00001478297,0.0005033193,0.0001721998,0.0005260652,0.00004696213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996085,0.0001211989,0.001150722,0.0008654785,0.0002047447,0.0009537414,0.00002780343,0.00001080852,0.0005804875],"genre_scores_gemma":[0.9989323,0.0000401519,0.00007182204,0.00008335341,0.00003102083,0.00007175447,0.00002389088,0.000006273695,0.000739444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00496547,"threshold_uncertainty_score":0.2414476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2566890136","doi":"10.1186/s12877-016-0382-3","title":"Performance of Edmonton Frail Scale on frailty assessment: its association with multi-dimensional geriatric conditions assessed with specific screening tools","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Università degli Studi di Pavia","keywords":"Medicine; Sarcopenia; Activities of daily living; Geriatric Depression Scale; Functional Independence Measure; Mood; Barthel index; Osteoporosis; Physical therapy; Gerontology; Mini–Mental State Examination; Internal medicine; Depression (economics); Frailty Index; National Health and Nutrition Examination Survey; Cognition; Cognitive impairment; Population; Psychiatry; Depressive symptoms; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.05863261503171659,"gpt":0.3136088892405224,"spread":0.2549762742088058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005748442,0.0003880187,0.0006626861,0.0003006001,0.0006545536,0.0001865926,0.000332922,0.0002820404,0.0002103872],"category_scores_gemma":[0.0004010912,0.0003150906,0.0001323813,0.0004199368,0.0001092643,0.0007336458,0.00009076035,0.0005368186,0.00005358808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003946098,"about_ca_system_score_gemma":0.0005603504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004687957,"about_ca_topic_score_gemma":0.0001154048,"domain_scores_codex":[0.9968358,0.00008949962,0.0005634032,0.0005962239,0.00138723,0.0005278685],"domain_scores_gemma":[0.9961622,0.0004615661,0.001220453,0.001029499,0.0008970987,0.0002291376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001207276,0.0009454328,0.9829533,0.000350784,0.0001904228,0.00003176242,0.0001132845,0.002335492,0.007721456,0.00008266797,0.002541788,0.001526322],"study_design_scores_gemma":[0.00808453,0.001505905,0.9767864,0.0003873908,0.0002662312,0.00003206956,0.00005988564,0.006954401,0.004651904,0.000003013555,0.0008794103,0.0003888956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991393,0.00007627666,0.00268604,0.0004288211,0.0003196349,0.001054704,0.0002049357,0.0001117499,0.00372483],"genre_scores_gemma":[0.9360582,0.00007366126,0.06048683,0.00007760248,0.0003873273,0.00007163162,0.0002636162,0.00007061157,0.002510566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05780079,"threshold_uncertainty_score":0.9999301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122419424","doi":"10.1186/1471-2318-14-90","title":"Social vulnerability from a social ecology perspective: a cohort study of older adults from the National Population Health Survey of Canada","year":2014,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":189,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Mount Saint Vincent University; Dalhousie University","funders":"Canadian Institutes of Health Research; Mount Saint Vincent University","keywords":"Social vulnerability; Social ecology; Population; Vulnerability (computing); Population health; Social determinants of health; Demography; Gerontology; Medicine; Public health; Environmental health; Psychology; Social psychology; Sociology; Psychological resilience","retraction":null,"screen_n_in":null,"score":{"opus":0.04038979949296796,"gpt":0.365446969583868,"spread":0.3250571700909001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003602898,0.00008884101,0.0003788854,0.00002576599,0.000914308,0.0000159645,0.0002139147,0.0001036897,0.00009709138],"category_scores_gemma":[0.002822988,0.00007722943,0.00005156262,0.0003168723,0.00008500333,0.00004910418,0.00003837923,0.0001270753,3.987622e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008610511,"about_ca_system_score_gemma":0.003176323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979402,"about_ca_topic_score_gemma":0.9990291,"domain_scores_codex":[0.9954511,0.002712915,0.0004958449,0.0002438583,0.0008157949,0.0002805124],"domain_scores_gemma":[0.9964526,0.002322436,0.0004472248,0.00008859549,0.0006177145,0.00007142475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005140468,0.0001611175,0.9693117,0.00001312627,0.00001835933,2.736376e-8,0.02348992,0.000009023235,2.623328e-8,0.002479261,0.004351817,0.0001142322],"study_design_scores_gemma":[0.0005906745,0.00002711021,0.9832624,0.000002353996,0.00001126251,7.821239e-9,0.01476246,0.00004924384,8.099657e-8,0.001140564,0.00008678023,0.00006704797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953169,0.000036173,0.0000322428,0.002901054,0.0004216228,0.0006864282,0.000422796,0.00001020549,0.0001725406],"genre_scores_gemma":[0.9985962,0.000004732115,0.00004515067,0.0005914795,0.0006398248,0.000018423,0.00008207016,0.000006453236,0.00001569812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01395072,"threshold_uncertainty_score":0.7032211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111288252","doi":"10.1186/s12877-021-02055-7","title":"Associations between post-stroke motor and cognitive function: a cross-sectional study","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"St. Olavs Hospital Universitetssykehuset i Trondheim; Haukeland Universitetssjukehus","keywords":"Medicine; Montreal Cognitive Assessment; Stroke (engine); Cognition; Physical therapy; Physical medicine and rehabilitation; Modified Rankin Scale; Trail Making Test; Cross-sectional study; Norwegian; Grip strength; Neuropsychology; Cognitive impairment; Psychiatry; Ischemic stroke","retraction":null,"screen_n_in":null,"score":{"opus":0.03138135505672458,"gpt":0.3142662413633223,"spread":0.2828848863065977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002795916,0.0001083915,0.0002431731,0.0001459205,0.0001815097,0.00007960943,0.00002239633,0.0001228172,0.0002272063],"category_scores_gemma":[0.001794442,0.0001041196,0.0001506008,0.0002821497,0.00003986681,0.00009081928,0.00004031909,0.0001731166,0.00005195816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000704421,"about_ca_system_score_gemma":0.0003439549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002566416,"about_ca_topic_score_gemma":0.00002561156,"domain_scores_codex":[0.9987966,0.00009841006,0.0003220282,0.0002950543,0.0003375594,0.0001503214],"domain_scores_gemma":[0.9979473,0.0009219003,0.0001004629,0.0001160984,0.0007896851,0.0001245999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085077,0.0002664092,0.998394,0.00002520886,0.000180068,0.000006294591,0.0001541333,7.146185e-7,0.0003476228,0.00002004233,0.00005835392,0.000438705],"study_design_scores_gemma":[0.002493981,0.0006323479,0.9950183,0.000005740753,0.0003678359,0.00001615063,0.0009295524,0.000007178587,0.00004340484,0.00003081796,0.0003564506,0.00009821968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958857,0.000460024,0.0008093929,0.00008636804,0.0006932851,0.000475876,0.0007039778,0.00005824013,0.0008271436],"genre_scores_gemma":[0.9914163,0.00001330092,0.000718613,0.000141459,0.0008711966,0.00002757056,0.0002435282,0.0000148452,0.006553221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005726078,"threshold_uncertainty_score":0.4245873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066400148","doi":"10.1186/s12877-015-0007-2","title":"A meta-analysis of prospective studies on the role of physical activity and the prevention of Alzheimer’s disease in older adults","year":2015,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Ontario Brain Institute","keywords":"Medicine; Disease; Gerontology; Alzheimer's disease; Dementia; Population; Longitudinal study; Incidence (geometry); Physical therapy; Internal medicine; Pathology; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.1528546052570649,"gpt":0.4255284675049817,"spread":0.2726738622479169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597591,0.0002169531,0.002976484,0.0003528966,0.00002164187,0.000005387176,0.0001124367,0.00005301646,0.00001730719],"category_scores_gemma":[0.0006115722,0.0000922294,0.00172549,0.001252053,0.0002547812,0.00003134589,0.0001406398,0.000200818,8.719338e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003499996,"about_ca_system_score_gemma":0.0003330042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004524767,"about_ca_topic_score_gemma":0.00001834162,"domain_scores_codex":[0.9975209,0.0009138066,0.0004590193,0.0002818911,0.0006961237,0.000128308],"domain_scores_gemma":[0.9974453,0.0009271664,0.0007296635,0.0003755219,0.0004679876,0.00005428735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0054025,0.009453384,0.008790265,0.03169968,0.6132184,0.000008185189,0.005482537,0.00001323607,0.000003866173,0.002826599,0.0000506896,0.3230507],"study_design_scores_gemma":[0.001866325,0.0004571684,0.02469375,0.0009289405,0.9698606,4.119373e-7,0.0007868567,0.0002494245,0.00007148491,0.0005943135,0.0003602305,0.0001305484],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04580111,0.9505132,0.000005498671,0.00002540434,0.00001101665,0.003423739,0.0000912783,0.000002781327,0.0001259215],"genre_scores_gemma":[0.4364922,0.5628021,0.0000120889,0.000002207155,0.00002870582,0.0005616483,0.00001719219,0.00001231722,0.00007149602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3906911,"threshold_uncertainty_score":0.3761006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064595257","doi":"10.1186/1471-2318-13-70","title":"Effectiveness of early discharge planning in acutely ill or injured hospitalized older adults: a systematic review and meta-analysis","year":2013,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto; York University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; CINAHL; MEDLINE; Cochrane Library; Meta-analysis; Discharge planning; Confidence interval; Hospital discharge; Relative risk; Randomized controlled trial; Rehabilitation; Emergency medicine; Physical therapy; Psychological intervention; Intensive care medicine; Internal medicine; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.06190489198479999,"gpt":0.3562502854388525,"spread":0.2943453934540525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001490816,0.0006872446,0.0135345,0.0009005763,0.00002853845,0.00003868918,0.0001789394,0.00026658,0.0001810132],"category_scores_gemma":[0.0005424251,0.0003589046,0.002289339,0.002129395,0.00002774715,0.0001095994,0.0001292426,0.0002142797,0.00003593769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136417,"about_ca_system_score_gemma":0.0001534249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001212841,"about_ca_topic_score_gemma":0.000006664937,"domain_scores_codex":[0.9957871,0.001129628,0.00168651,0.0006448052,0.0004214959,0.0003304793],"domain_scores_gemma":[0.997147,0.0006979913,0.000998263,0.0008143318,0.0001873895,0.0001549881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000390314,0.0001445551,0.0001261921,0.9281127,0.07094724,0.0000319693,0.00007996415,5.93933e-8,1.529172e-8,0.00001404984,0.0001285362,0.0003756311],"study_design_scores_gemma":[0.00092833,0.0002030865,0.0003605899,0.1390198,0.855688,0.00001099655,0.00001615803,0.000001633135,1.160954e-7,0.000001248454,0.003456771,0.0003132448],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001322992,0.9823601,0.0001494845,0.00002979641,0.00003691076,0.01714948,0.00007760259,0.00003664837,0.00002763102],"genre_scores_gemma":[0.00009855082,0.9926326,0.001829241,0.00003620262,0.00001626545,0.004277199,0.0002200459,0.00006201384,0.0008278575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.789093,"threshold_uncertainty_score":0.9998863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040555351","doi":"10.1186/1471-2318-12-58","title":"A pilot randomized controlled trial to improve geriatric frailty","year":2012,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Health Research Institutes","keywords":"Medicine; Randomized controlled trial; Geriatric rehabilitation; Rehabilitation; Physical therapy; Gerontology; Geriatrics; Physical medicine and rehabilitation; Internal medicine; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.03074738832634726,"gpt":0.2957278023729568,"spread":0.2649804140466095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003083307,0.0004797779,0.002722354,0.0005169967,0.0001129745,0.0000684297,0.000250681,0.0001965556,0.000602759],"category_scores_gemma":[0.01244839,0.0003572861,0.0009845782,0.0008811384,0.00007261966,0.0001661004,0.0001474698,0.0003659969,0.0009702831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061416,"about_ca_system_score_gemma":0.0004259335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101463,"about_ca_topic_score_gemma":0.00001106417,"domain_scores_codex":[0.9958165,0.000497893,0.001360054,0.0005018786,0.0008200704,0.001003628],"domain_scores_gemma":[0.9952353,0.002306103,0.0004405992,0.00086272,0.0002623312,0.000892997],"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":[0.9860832,0.0008939377,0.0004862713,0.0001067129,0.0002082194,0.000005402432,0.0002526793,0.000004590373,0.001429904,0.0003777108,0.009265491,0.0008858687],"study_design_scores_gemma":[0.9891548,0.001322794,0.0006668292,0.00002148734,0.001199787,0.00002728078,0.00003664272,0.0001755233,0.0002989153,0.00008880973,0.006605591,0.0004015591],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9125851,0.00248976,0.015354,0.001450506,0.01616647,0.03339904,0.00003893783,0.0005957568,0.01792041],"genre_scores_gemma":[0.9547549,0.00008788499,0.02039973,0.0008389544,0.007938161,0.002696133,0.00003034475,0.0001083869,0.01314543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04216986,"threshold_uncertainty_score":0.9998879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896385384","doi":"10.1186/s12877-018-0934-9","title":"Challenges of conducting research in long-term care facilities: a systematic review","year":2018,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":163,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; PsycINFO; Medicine; MEDLINE; Long-term care; Systematic review; Inclusion (mineral); Nursing; Nursing research; Flexibility (engineering); Health services research; Medical education; Psychological intervention; Psychology; Public health","retraction":null,"screen_n_in":null,"score":{"opus":0.5247103257121938,"gpt":0.549477143477559,"spread":0.02476681776536527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007658976,0.0005882992,0.005860638,0.001280307,0.0003553828,0.00001746855,0.0009274757,0.001048936,0.0001701686],"category_scores_gemma":[0.00328947,0.0004585123,0.0007538534,0.002044768,0.0001480837,0.00009212834,0.0004320145,0.001761295,0.0004922249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003115,"about_ca_system_score_gemma":0.003032156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003138231,"about_ca_topic_score_gemma":0.0008707584,"domain_scores_codex":[0.9859884,0.007543396,0.003530523,0.0008623127,0.0009634951,0.001111807],"domain_scores_gemma":[0.9899256,0.005038473,0.001861392,0.001695797,0.001308757,0.0001700414],"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":[0.000004474043,0.00003025387,0.00001787529,0.976286,0.0000449641,0.00001322638,0.006206044,8.727036e-9,9.121084e-9,0.00008942532,0.001258658,0.01604904],"study_design_scores_gemma":[0.0002301716,0.0001044547,0.000007775641,0.9054457,0.0009784692,0.0000169351,0.01859734,5.647245e-8,3.989931e-8,0.00002504116,0.07422791,0.0003661071],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001924984,0.984935,0.000004930676,0.00002698124,0.001922476,0.009711757,0.0001602663,0.00006761808,0.003151711],"genre_scores_gemma":[0.00002302941,0.9958757,0.0001096121,0.000006331031,0.0008067151,0.001596287,0.0001429793,0.0001021079,0.001337236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07296926,"threshold_uncertainty_score":0.9997867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768989679","doi":"10.1186/s12877-017-0623-0","title":"Measuring frailty in clinical practice: a comparison of physical frailty assessment methods in a geriatric out-patient clinic","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Joseph’s Healthcare Hamilton; Population Health Research Institute; McMaster University; St. Peter's Hospital","funders":"Hamilton Health Sciences","keywords":"Medicine; Gerontology; Geriatric rehabilitation; Physical therapy; Rehabilitation; Geriatrics; Clinical Practice; Physical medicine and rehabilitation; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.2723987415795721,"gpt":0.5365996255831202,"spread":0.2642008840035481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004947269,0.0004173128,0.001873201,0.0004831184,0.0001318311,0.00008695415,0.0006240591,0.0004620771,0.00006175237],"category_scores_gemma":[0.02288883,0.0003972397,0.0005130398,0.0005254524,0.0002135395,0.0004052337,0.0005399827,0.001624712,0.00006276446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000409157,"about_ca_system_score_gemma":0.00104978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004029571,"about_ca_topic_score_gemma":0.0004635079,"domain_scores_codex":[0.9932374,0.001331187,0.002772495,0.0009028034,0.00109133,0.0006647952],"domain_scores_gemma":[0.991289,0.003895368,0.002148316,0.00194108,0.0004122029,0.0003140403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009501385,0.006493156,0.8805553,0.0005018151,0.0001018497,0.00008855134,0.0027422,0.0001398886,0.0007833241,0.0000980907,0.0009236569,0.106622],"study_design_scores_gemma":[0.007860467,0.001557492,0.9708183,0.0002687068,0.0003280754,0.00001478181,0.0009539612,0.0108896,0.0007355493,0.0002801922,0.005850025,0.0004428814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771776,0.0005442572,0.008735182,0.0008051941,0.001892383,0.001707803,0.00001972523,0.00006913916,0.009048685],"genre_scores_gemma":[0.7549732,0.00008911687,0.2440891,0.00008892152,0.0004859702,0.00007100111,0.00001255005,0.00005109021,0.0001390314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2353539,"threshold_uncertainty_score":0.9998479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102789142","doi":"10.1186/s12877-015-0134-9","title":"Smoking as a predictor of frailty: a systematic review","year":2015,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University College London","keywords":"Medicine; Systematic review; Gerontology; Rehabilitation; MEDLINE; Physical therapy","retraction":null,"screen_n_in":null,"score":{"opus":0.1028940506896871,"gpt":0.3724206608303377,"spread":0.2695266101406506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001725401,0.0007151103,0.008297573,0.0004306904,0.00002945385,0.00002391924,0.0005716894,0.0006307544,0.0001607996],"category_scores_gemma":[0.00825376,0.0005173067,0.001333492,0.001384442,0.00006174985,0.0000656792,0.0002185122,0.0006182099,0.0003966378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004598412,"about_ca_system_score_gemma":0.002898842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002460302,"about_ca_topic_score_gemma":0.00000275153,"domain_scores_codex":[0.9944392,0.0004929502,0.002683225,0.0005967598,0.001354742,0.0004330667],"domain_scores_gemma":[0.9943555,0.0006115958,0.002176181,0.001854637,0.0006144472,0.0003876227],"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":[0.000004819803,0.00007529777,0.000006055035,0.9751854,0.0003401644,0.00004096261,0.0000462493,4.223532e-8,2.51772e-8,0.00003553817,0.01169629,0.01256916],"study_design_scores_gemma":[0.0003717187,0.000130653,5.683626e-7,0.5704758,0.01858274,0.000505887,0.000008260544,0.000001883547,8.568284e-8,0.0000166307,0.4096674,0.0002383365],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001231157,0.9887017,0.00007825205,0.00002780239,0.0006861326,0.008398985,0.0001436433,0.0001428714,0.001819369],"genre_scores_gemma":[9.52099e-7,0.9939126,0.001139702,0.0001436649,0.0004841771,0.0006271293,0.0002720391,0.0001584524,0.003261227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4047096,"threshold_uncertainty_score":0.9997278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2573577449","doi":"10.1186/s12877-017-0423-6","title":"Prevalence of frailty in Canadians 18–79 years old in the Canadian Health Measures Survey","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Boniface Hospital; Seven Oaks General Hospital; University of Manitoba; Research Manitoba","funders":"","keywords":"Medicine; Gerontology; Rehabilitation; Physical therapy","retraction":null,"screen_n_in":null,"score":{"opus":0.1093318492277453,"gpt":0.3372261082078113,"spread":0.2278942589800661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002347281,0.0001288298,0.0003017733,0.0003087537,0.0001286157,0.00004591579,0.000583167,0.0001299659,0.00005319277],"category_scores_gemma":[0.002910626,0.0001139682,0.00004775849,0.0003126331,0.0001065922,0.00007277197,0.0000310349,0.0003241136,0.00001370331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005422473,"about_ca_system_score_gemma":0.003943541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867724,"about_ca_topic_score_gemma":0.9992037,"domain_scores_codex":[0.9981617,0.0002837861,0.0003865789,0.0002535205,0.0004196475,0.0004948149],"domain_scores_gemma":[0.9981772,0.000204873,0.0001998763,0.001019742,0.0001022521,0.0002960554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002118508,0.00003709401,0.9864658,0.0002050932,0.000004389799,0.00004092274,0.001711555,0.00003081835,0.000003150873,0.0000418526,0.009752576,0.001685552],"study_design_scores_gemma":[0.0008517083,0.00007675977,0.9970095,0.0001075674,0.000009435091,0.00001092068,0.0001023954,0.000045222,0.000005981517,0.00003623402,0.001644764,0.00009952178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992159,0.0008604857,0.0000114956,0.003373488,0.0003593572,0.0008586324,0.0003826832,0.000009878421,0.001984947],"genre_scores_gemma":[0.9977911,0.0002086701,0.0003202317,0.0007287283,0.00007867983,0.00001451521,0.0000218323,0.00001821227,0.0008180353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0124314,"threshold_uncertainty_score":0.6995672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134251016","doi":"10.1186/s12877-021-02069-1","title":"Social factors influencing utilization of home care in community-dwelling older adults: a scoping review","year":2021,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":153,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Saint Vincent University; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Killam Trusts; Dalhousie University; Research Nova Scotia; Consortium canadien en neurodégénérescence associée au vieillissement; London School of Economics and Political Science; London School of Hygiene and Tropical Medicine","keywords":"Medicine; Gerontology; Autonomy; Independent living; Social support; Psychology; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.1695883819585023,"gpt":0.4716178398716967,"spread":0.3020294579131945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001396021,0.0005829989,0.003839388,0.0006823951,0.0007840559,0.00002105618,0.0005035381,0.001018194,0.0001396348],"category_scores_gemma":[0.0009508302,0.0005463329,0.0007779953,0.002797418,0.00004323103,0.0001250451,0.0003304201,0.002107011,0.00001757112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008083098,"about_ca_system_score_gemma":0.003957543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009916744,"about_ca_topic_score_gemma":0.001295063,"domain_scores_codex":[0.991294,0.004397227,0.002709348,0.0004662335,0.0004722804,0.0006608605],"domain_scores_gemma":[0.9944933,0.001960815,0.00206568,0.0006966454,0.0006796166,0.0001039432],"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":[0.000006228248,0.00005153306,0.0008907623,0.8419297,0.00002351947,0.000002683627,0.02241068,9.441011e-7,1.929517e-8,0.00001892761,0.0004021794,0.1342628],"study_design_scores_gemma":[0.0005500735,0.00003714977,0.0003200352,0.9291801,0.0009744986,0.000001703431,0.0263245,6.836101e-7,1.995554e-7,0.000005898013,0.04204415,0.0005609769],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001436257,0.9930399,0.00008176159,0.000006138703,0.001277602,0.003802627,0.00009254421,0.00007918264,0.0001839751],"genre_scores_gemma":[0.0002622384,0.9972966,0.0001909021,0.00003540987,0.0004094765,0.0002211979,0.001441739,0.0001127892,0.00002961167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1337018,"threshold_uncertainty_score":0.9996988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899466965","doi":"10.1186/s12877-018-0951-8","title":"Montreal cognitive assessment reflects cognitive reserve","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Cognition; Cognitive impairment; Internal medicine; Gerontology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.04450412795951553,"gpt":0.3904502938056304,"spread":0.3459461658461149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006612845,0.0002556545,0.0003539697,0.0003134223,0.0002564732,0.00008247529,0.0001226941,0.0001375634,0.001461445],"category_scores_gemma":[0.0009836982,0.0002243115,0.00016448,0.0007802991,0.0002660175,0.0001540331,0.0001857044,0.0003345301,0.0007122901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696121,"about_ca_system_score_gemma":0.0011745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009923922,"about_ca_topic_score_gemma":0.001517736,"domain_scores_codex":[0.9973121,0.0002245178,0.0003478838,0.0005621608,0.0008783118,0.0006750653],"domain_scores_gemma":[0.9971737,0.000489932,0.0001266011,0.0002322768,0.001607855,0.0003696924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003578288,0.001504225,0.9510282,0.0002473204,0.0004137231,0.0003460226,0.0006741374,8.581285e-8,0.001686975,0.000188082,0.008416191,0.03191675],"study_design_scores_gemma":[0.007137643,0.003776274,0.9778914,0.0001887116,0.0005382933,0.00006120389,0.001534935,0.0002655707,0.006444034,0.0003116511,0.001544346,0.0003059055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8198562,0.0002338041,0.005641862,0.0002831383,0.0002197103,0.001178828,0.00005085471,0.0001175275,0.1724181],"genre_scores_gemma":[0.9894774,0.00009881842,0.001424587,0.0005531634,0.0009690727,0.0001416688,0.0001472425,0.00004447214,0.007143596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1696212,"threshold_uncertainty_score":0.9994513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134165649","doi":"10.1186/s12877-015-0142-9","title":"Reablement in community-dwelling older adults: a randomised controlled trial","year":2015,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Quality of life (healthcare); Rehabilitation; Randomized controlled trial; Activities of daily living; Gerontology; Physical medicine and rehabilitation; Nursing; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.1581330939347875,"gpt":0.4622762670650992,"spread":0.3041431731303117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01165452,0.0001464568,0.0004930523,0.0002728507,0.0005313452,0.00002286023,0.0002652958,0.0002183665,0.0004396643],"category_scores_gemma":[0.004732215,0.0001115147,0.0001112607,0.0004728545,0.00002018525,0.0001733809,0.0001077189,0.001300163,0.0003294067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002541638,"about_ca_system_score_gemma":0.001343309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031532,"about_ca_topic_score_gemma":0.0004235327,"domain_scores_codex":[0.9915064,0.006325739,0.0009376666,0.0001737429,0.0005670792,0.0004893922],"domain_scores_gemma":[0.9912167,0.007391849,0.0003664202,0.0003889691,0.000442301,0.000193785],"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":[0.9782495,0.0007841043,0.005993331,0.0001598193,0.00003485065,0.000004368645,0.007973377,0.0001450973,0.000009889935,0.0002561425,0.006004339,0.0003851329],"study_design_scores_gemma":[0.9772862,0.0002943981,0.0006687295,0.0001037639,0.00002715028,2.858833e-7,0.01247856,0.001159393,0.000003252682,0.0005593316,0.007278524,0.0001404245],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721485,0.0006799105,0.001416689,0.0006286626,0.001578681,0.01093285,0.000007639715,0.00006489857,0.01254211],"genre_scores_gemma":[0.9802384,0.0007383243,0.004419401,0.001074605,0.002185836,0.004142126,0.0001134363,0.00006903074,0.007018816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008089869,"threshold_uncertainty_score":0.5665245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007719264","doi":"10.1186/s12877-020-1431-5","title":"Modifiable factors related to life-space mobility in community-dwelling older adults: results from the Canadian Longitudinal Study on Aging","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":144,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Impact; Health Sciences North; McMaster University","funders":"Canadian Institutes of Health Research; Government of Canada; McMaster University","keywords":"Psychosocial; Medicine; Gerontology; Logistic regression; Longitudinal study; Preferred walking speed; Balance (ability); Ordinary least squares; Demography; Physical medicine and rehabilitation; Statistics; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.1518735363795424,"gpt":0.384880289628325,"spread":0.2330067532487826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002406567,0.0003766924,0.0005501375,0.0001964063,0.002929673,0.00006134415,0.0007600582,0.0002390738,0.0000492507],"category_scores_gemma":[0.008833801,0.0002937494,0.00008281864,0.00148868,0.00004890619,0.000121647,0.0004655178,0.002732806,0.0002360264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007507693,"about_ca_system_score_gemma":0.0007856881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7615339,"about_ca_topic_score_gemma":0.9018773,"domain_scores_codex":[0.9938791,0.00296446,0.001060538,0.0006796393,0.0004795877,0.0009367076],"domain_scores_gemma":[0.9916657,0.006114447,0.000291749,0.00108302,0.0002440843,0.0006010233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027369,0.0001944382,0.7946426,0.00006347267,0.00003286697,0.000005620728,0.1982291,0.004006472,9.632541e-7,0.00001499047,0.002691713,0.00001501496],"study_design_scores_gemma":[0.00224756,0.0001513286,0.8708137,0.0003121904,0.00003729119,4.585268e-8,0.1247658,0.0009737476,0.000002333276,0.00004369112,0.000386197,0.0002661294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879245,0.0001030721,0.0000935674,0.006927622,0.0007379378,0.003086585,0.0003041902,0.0001803162,0.0006421932],"genre_scores_gemma":[0.9980626,0.00001352752,0.0002544356,0.001105438,0.0002071164,0.0001196149,0.00005913577,0.00005655196,0.0001216118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403435,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130687741","doi":"10.1186/1471-2318-5-1","title":"Measuring depression in nursing home residents with the MDS and GDS: an observational psychometric study","year":2005,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":140,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University; University of Waterloo","funders":"National Institute on Aging; National Institutes of Health","keywords":"Medicine; Observational study; Depression (economics); Nursing homes; Rehabilitation; Psychometrics; Psychiatry; Gerontology; Geriatric Depression Scale; Nursing; Family medicine; Physical therapy; Clinical psychology; Depressive symptoms; Cognition; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1801122162844402,"gpt":0.4206902071431274,"spread":0.2405779908586872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390692,0.0002056511,0.0002856169,0.000578991,0.0007726491,0.00005501042,0.0002566766,0.0001499658,0.00004021862],"category_scores_gemma":[0.000170033,0.0001402139,0.00003236901,0.001894952,0.00004201245,0.0003632362,0.00006300757,0.000489933,0.00001976754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002607284,"about_ca_system_score_gemma":0.0002308036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005387685,"about_ca_topic_score_gemma":0.002090113,"domain_scores_codex":[0.9973398,0.0006316965,0.0004875188,0.0004431751,0.0006083642,0.0004893903],"domain_scores_gemma":[0.9984545,0.0005547262,0.0002376673,0.0004450366,0.0001731431,0.0001349282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002727895,0.0003401636,0.9791557,0.0000426288,0.000006825738,0.000001849918,0.009056189,0.0001398584,0.00002592279,0.00003745784,0.001607254,0.009313352],"study_design_scores_gemma":[0.002255943,0.0001635105,0.9859996,0.000130702,0.00005102508,0.000004050018,0.010576,0.0001509753,0.000003533237,0.000163334,0.000308092,0.0001932826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950618,0.001649393,0.0004543855,0.0005930842,0.0005437905,0.00103846,0.000004616173,0.00007661339,0.0005778628],"genre_scores_gemma":[0.9964685,0.00007813506,0.002191906,0.00009404695,0.0007499479,0.00009025666,0.00001160677,0.00003696417,0.0002786647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00912007,"threshold_uncertainty_score":0.594267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953854953","doi":"10.1186/s12877-019-1197-9","title":"Factors associated with frequent use of emergency-department services in a geriatric population: a systematic review","year":2019,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":140,"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 Chicoutimi; Université de Sherbrooke","funders":"","keywords":"Medicine; CINAHL; Checklist; Emergency department; Observational study; MEDLINE; Psychological intervention; Overcrowding; Population; Gerontology; Critical appraisal; Family medicine; Geriatrics; Health care; Systematic review; Public health; Alternative medicine; Environmental health; Nursing; Psychiatry; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.1401135991859258,"gpt":0.3527588059872163,"spread":0.2126452068012905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005263785,0.0007635939,0.006364608,0.0004910816,0.0000483264,0.000012374,0.0002399426,0.0003391108,0.00009863918],"category_scores_gemma":[0.0007194754,0.000466859,0.001028962,0.002360517,0.00001329007,0.0001253871,0.0001090846,0.0003072646,0.00001564712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972099,"about_ca_system_score_gemma":0.0003221807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100309,"about_ca_topic_score_gemma":0.0003015438,"domain_scores_codex":[0.9952054,0.0004625556,0.002622466,0.0005759916,0.000734256,0.0003993369],"domain_scores_gemma":[0.9958907,0.0003494519,0.002455412,0.0008272889,0.0003687352,0.0001084365],"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":[0.000005637956,0.0001557217,0.01022466,0.9880395,0.0007642651,0.00000933932,0.00006703558,0.000001895708,2.150899e-8,0.00001565111,0.0004917682,0.0002245041],"study_design_scores_gemma":[0.0004787377,0.0002676285,0.003560717,0.9345188,0.03362647,0.000007749111,0.00007462675,0.00000502468,8.983397e-8,0.000004234371,0.02672702,0.0007289638],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001014873,0.9905139,0.000004970683,0.00000726124,0.0007378007,0.007321252,0.0002985609,0.00005333176,0.00004809122],"genre_scores_gemma":[0.00009309239,0.9972621,0.0000757884,0.00002713703,0.00008265775,0.0004201341,0.00163801,0.00008635096,0.0003147797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05352076,"threshold_uncertainty_score":0.9997783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604434900","doi":"10.1186/s12877-017-0469-5","title":"Neighborhood walkability, physical activity, and walking for transportation: A cross-sectional study of older adults living on low income","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":139,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; Simon Fraser University; British Columbia Centre of Excellence for Women's Health","funders":"Institute of Aging; Canadian Institutes of Health Research","keywords":"Walkability; Cross-sectional study; Medicine; Physical activity; Gerontology; Rehabilitation; Low income; Environmental health; Level design; Physical therapy; Socioeconomics","retraction":null,"screen_n_in":null,"score":{"opus":0.02930028860696636,"gpt":0.3451429677375425,"spread":0.3158426791305761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007366812,0.0001337959,0.0002484103,0.00005259162,0.001087559,0.000228494,0.0003211483,0.0001034054,0.00002278519],"category_scores_gemma":[0.0003449231,0.0001278953,0.0001239624,0.0001174166,0.0002056729,0.0005236712,0.00002393617,0.0001200621,7.284923e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004576449,"about_ca_system_score_gemma":0.0001171451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001912217,"about_ca_topic_score_gemma":0.008215388,"domain_scores_codex":[0.9985766,0.00007141166,0.0002507209,0.0004245397,0.0004461424,0.0002306247],"domain_scores_gemma":[0.99853,0.0005606186,0.0003061143,0.0003295721,0.0001854436,0.00008820549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001663966,0.001366797,0.9839758,0.0001643045,0.00001136213,5.673333e-7,0.01254518,0.000007859593,0.00001305174,0.0002600355,0.000001429498,0.00148725],"study_design_scores_gemma":[0.001030492,0.000176109,0.9970257,0.00002657928,0.00002916893,4.022722e-8,0.0006672675,0.0001231851,0.00003205376,0.0007457978,0.000003763623,0.0001398712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980741,0.00001019325,0.0003665375,0.00002377173,0.0003506303,0.0008871115,0.00005391737,0.00003533646,0.0001984385],"genre_scores_gemma":[0.9993212,0.000002456381,0.00009137127,0.000003666072,0.0004706103,0.00004974466,0.000003624012,0.00001162016,0.00004566994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0130499,"threshold_uncertainty_score":0.8364737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3087532900","doi":"10.1186/s12877-020-01764-9","title":"Are we ready for artificial intelligence health monitoring in elder care?","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Health care; Life expectancy; Workforce; Medicine; Population; Quality of life (healthcare); Sustainability; Nursing; Public relations; Gerontology; Environmental health; Economic growth; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.5033322668824617,"gpt":0.4825443383296081,"spread":0.02078792855285355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002542431,0.0001383601,0.0003028711,0.0001308809,0.000103575,0.00002270018,0.00009906879,0.0001255876,0.00002663185],"category_scores_gemma":[0.0006820629,0.0001418279,0.00007469824,0.0005634516,0.00002307893,0.00006998924,0.00002251143,0.0002178929,0.0000573187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136634,"about_ca_system_score_gemma":0.0005565669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004776232,"about_ca_topic_score_gemma":0.0002661922,"domain_scores_codex":[0.9983875,0.00004749516,0.0006642201,0.0003442515,0.0001747834,0.0003818233],"domain_scores_gemma":[0.9988866,0.000173121,0.000239931,0.0001940882,0.000230383,0.0002758139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001230102,0.0003930624,0.3906659,0.004296769,0.00001774848,0.00001849949,0.06128328,0.0006225376,0.0002465263,0.002635039,0.002661883,0.5359287],"study_design_scores_gemma":[0.0006168884,0.006831285,0.09733701,0.002158778,0.0003247077,0.00004905277,0.6341605,0.01717825,0.1411162,0.03078449,0.06677868,0.002664226],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.774421,0.0121281,0.1606323,0.04236197,0.005307358,0.004411556,0.00005196693,0.0003288465,0.0003568549],"genre_scores_gemma":[0.9855206,0.0007248431,0.01057099,0.0007830662,0.002225769,0.00009882423,0.00002280661,0.00002970571,0.00002339432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5728772,"threshold_uncertainty_score":0.5783573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1762214373","doi":"10.1186/1471-2318-4-9","title":"Potentially inappropriate prescriptions for older patients in long-term care","year":2004,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec; Hôpital du Saint-Sacrement; Merck Canada Inc. (Canada)","funders":"Université Laval","keywords":"Medicine; Medical prescription; Term (time); Rehabilitation; Long-term care; Intensive care medicine; Gerontology; Physical therapy; Psychiatry; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.05974745091626758,"gpt":0.35543180766168,"spread":0.2956843567454124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009930431,0.0001366591,0.0002085543,0.0001366195,0.00006598348,0.0000297932,0.00008702734,0.0001045536,0.00003987171],"category_scores_gemma":[0.0002374949,0.0001195665,0.0001264128,0.0002338485,0.00001910132,0.0001688721,0.00004813324,0.0001665415,0.00002890674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470593,"about_ca_system_score_gemma":0.0001568244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004751901,"about_ca_topic_score_gemma":0.00008022438,"domain_scores_codex":[0.9988952,0.00002755855,0.0003102706,0.0002465859,0.0002338334,0.0002865026],"domain_scores_gemma":[0.9993238,0.00006292126,0.0001038658,0.0001995576,0.0001717444,0.0001380461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004427046,0.0006700995,0.9926894,0.0008234522,0.0000210336,0.000009425068,0.0006091637,0.0001393669,0.00006998632,0.0001877429,0.0000748212,0.004262785],"study_design_scores_gemma":[0.009871577,0.0002611376,0.9875839,0.00006181431,0.000193205,0.000003023849,0.00007478435,0.00005358067,0.0001730314,0.0001261917,0.001438692,0.0001590086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869561,0.0004476711,0.009255551,0.0002029536,0.0007789142,0.001801949,0.00003621169,0.00004493666,0.0004757018],"genre_scores_gemma":[0.9920849,0.0001105147,0.006810334,0.0003196419,0.0001685317,0.00007497245,0.0002295913,0.00002646379,0.0001750843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009428873,"threshold_uncertainty_score":0.487578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137149211","doi":"10.1186/s12877-021-02138-5","title":"Frailty as a predictor of mortality among patients with COVID-19: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Peking Union Medical College","keywords":"Medicine; Meta-analysis; Subgroup analysis; Odds ratio; Cochrane Library; Internal medicine; Hazard ratio; Publication bias; Coronavirus disease 2019 (COVID-19); Population; Confidence interval; MEDLINE; Pooled analysis; Environmental health; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.1237206953098907,"gpt":0.3770901548892437,"spread":0.253369459579353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00123083,0.0008202693,0.01758995,0.000505508,0.00005813266,0.00004322101,0.0003363687,0.0004174646,0.0007464946],"category_scores_gemma":[0.007945354,0.0004933649,0.003601719,0.003143909,0.0001515059,0.00008689277,0.0002019555,0.0004212682,0.00001284174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002372253,"about_ca_system_score_gemma":0.001734792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002292541,"about_ca_topic_score_gemma":0.0001241502,"domain_scores_codex":[0.9937137,0.001070678,0.002552411,0.0009739115,0.001347548,0.0003417962],"domain_scores_gemma":[0.9927378,0.0009661609,0.002743612,0.002185393,0.0006774654,0.0006895755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000003362045,0.0001566046,0.002007813,0.8586547,0.1385828,0.00002866027,0.00003879545,7.716415e-7,6.213566e-10,0.00001169049,0.0004673106,0.00004746078],"study_design_scores_gemma":[0.0005080219,0.0001298626,0.0003997272,0.04455728,0.9427157,0.0000326072,0.00001107783,0.000002293781,1.872318e-8,0.000003809371,0.01126101,0.0003785972],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003400414,0.9893061,0.0004412397,0.0000321613,0.00004215967,0.008854032,0.001142308,0.00005828683,0.00008969507],"genre_scores_gemma":[0.00002959065,0.9950396,0.001027098,0.0003854488,0.00003442234,0.001047493,0.001328737,0.00008104686,0.00102651],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8140975,"threshold_uncertainty_score":0.9997518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073161845","doi":"10.1186/s12877-015-0042-z","title":"Ageism, negative attitudes, and competing co-morbidities – why older adults may not seek care for restricting back pain: a qualitative study","year":2015,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute on Aging; Yale University; Agency for Healthcare Research and Quality; National Institutes of Health; University of Texas Southwestern Medical Center; Rheumatology Research Foundation","keywords":"Medicine; Back pain; Thematic analysis; Focus group; Qualitative research; Low back pain; Pain catastrophizing; Rehabilitation; Perception; Young adult; Gerontology; Physical therapy; Chronic pain; Alternative medicine; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.05194101423147036,"gpt":0.3638412508525365,"spread":0.3119002366210662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002464661,0.0002568107,0.0004812097,0.0001821653,0.000195233,0.00005840616,0.00007766956,0.0001200566,0.00001383199],"category_scores_gemma":[0.004797296,0.0002184326,0.0001222986,0.0003238619,0.000111428,0.0001312469,0.00005323021,0.0001954894,0.00001112309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579972,"about_ca_system_score_gemma":0.0002012571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005212378,"about_ca_topic_score_gemma":0.0001967214,"domain_scores_codex":[0.9972874,0.0009897024,0.0004996907,0.0004716815,0.0004363187,0.000315222],"domain_scores_gemma":[0.9949911,0.00356809,0.0002517868,0.000247035,0.0007144947,0.0002275464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001492894,0.0006769832,0.09839831,0.01159477,0.0001496123,0.00001082179,0.8782843,0.00004644856,0.00009417078,0.0002274244,0.006231294,0.002792948],"study_design_scores_gemma":[0.008157487,0.002475798,0.09993064,0.0004398088,0.00009724811,0.000002716987,0.8869039,0.0006092902,0.00004318844,0.0000577228,0.0009460051,0.0003362009],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919928,0.0006331856,0.002474543,0.0004796685,0.000261399,0.003418235,0.00005100012,0.00008595549,0.0006032333],"genre_scores_gemma":[0.9812402,0.00001492892,0.01744844,0.0003217518,0.0003882873,0.0001652093,0.0001208368,0.00004370531,0.0002567117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0149739,"threshold_uncertainty_score":0.8907422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094679427","doi":"10.1186/1471-2318-11-83","title":"Exposure to general anesthesia and risk of Alzheimer's disease: a systematic review and meta-analysis","year":2011,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Sunnybrook Health Science Centre; Queen's University; McMaster University; University of Toronto; Mount Sinai Hospital; Health Sciences Centre","funders":"Alzheimer Society","keywords":"Medicine; Meta-analysis; Odds ratio; Observational study; Subgroup analysis; Cohort study; Relative risk; Confidence interval; Randomized controlled trial; MEDLINE; Case-control study; Internal medicine; Publication bias; Prospective cohort study","retraction":null,"screen_n_in":null,"score":{"opus":0.08257249005246452,"gpt":0.329122137134583,"spread":0.2465496470821185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008344245,0.0006602485,0.01068755,0.0008134138,0.00004764999,0.00002072202,0.0001580146,0.0002099211,0.0001328396],"category_scores_gemma":[0.005143004,0.0004309702,0.003063456,0.001447251,0.00008346457,0.0000362592,0.00009528387,0.0002495986,0.00002023473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002585097,"about_ca_system_score_gemma":0.0002623895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003863474,"about_ca_topic_score_gemma":0.000008503306,"domain_scores_codex":[0.9964281,0.0009469649,0.001368168,0.0006539954,0.0003372044,0.0002655383],"domain_scores_gemma":[0.9939632,0.0003304318,0.001224376,0.0009213191,0.003139452,0.0004212528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000108461,0.00003492593,0.00007659354,0.8478469,0.1505857,0.00004077593,0.00003914445,1.069345e-7,9.527318e-9,0.00004584512,0.0006025523,0.0007166169],"study_design_scores_gemma":[0.0001199878,0.000118234,0.000130806,0.01839651,0.9681823,0.0001038525,0.00003845466,9.100168e-7,6.728229e-8,0.000004926792,0.01254103,0.0003629712],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001206657,0.993681,0.0001520622,0.00005842986,0.00001886178,0.005711656,0.000302831,0.0000232965,0.00003976609],"genre_scores_gemma":[0.000007675162,0.9960612,0.001172663,0.001595569,0.00003178323,0.0006022706,0.0001907935,0.00007607056,0.0002619707],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8294504,"threshold_uncertainty_score":0.9998142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083776038","doi":"10.1186/s12877-020-01723-4","title":"A call to action for delirium research: Meta-analysis and regression of delirium associated mortality","year":2020,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of New South Wales; Analytical Center for the Government of the Russian Federation; Neuroscience Research Australia","keywords":"Delirium; Medicine; Call to action; Rehabilitation; Action (physics); Meta-analysis; Meta-regression; Psychiatry; Regression analysis; Intensive care medicine; Gerontology; Emergency medicine; Physical therapy; Internal medicine; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.5239262174275209,"gpt":0.5096192508221317,"spread":0.01430696660538922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001954337,0.0004999159,0.005161183,0.001542591,0.0001064877,0.00003345934,0.0001920354,0.0006056728,0.00005414417],"category_scores_gemma":[0.08424122,0.0003578788,0.003542678,0.004035545,0.00009361804,0.00004555422,0.0002039781,0.0006758202,0.00001286037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002835157,"about_ca_system_score_gemma":0.0008444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002409638,"about_ca_topic_score_gemma":0.0003754002,"domain_scores_codex":[0.9957997,0.000923801,0.001084858,0.0008396646,0.0008975613,0.0004544075],"domain_scores_gemma":[0.9609896,0.001865066,0.0007300047,0.0005643229,0.03550633,0.0003446963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001116044,0.0007745914,0.0005154124,0.101698,0.4954607,0.0001301703,0.0007622191,0.000007534099,0.00007810785,0.0001294042,0.1975314,0.2017963],"study_design_scores_gemma":[0.0004706453,0.0004218029,0.0001777827,0.0005404014,0.5999063,0.000006400346,0.0004977939,0.00006154101,0.00002035342,0.00002640528,0.397516,0.0003545165],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009823446,0.9880483,0.005813993,0.0008070547,0.0001755172,0.003814613,0.001045556,0.00004598129,0.0001507304],"genre_scores_gemma":[0.0001502314,0.9924428,0.002461923,0.001971117,0.0001866553,0.0005215285,0.001605565,0.0001051409,0.0005549754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2014418,"threshold_uncertainty_score":0.9998873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2397363751","doi":"10.1186/s12877-016-0282-6","title":"A knowledge synthesis of culturally- and spiritually-sensitive end-of-life care: findings from a scoping review","year":2016,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Virtual University; University of Calgary; Simon Fraser University","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Thematic analysis; Psychological intervention; Medicine; Ethnic group; Cultural diversity; End-of-life care; Nursing; Diversity (politics); Health care; Grey literature; Palliative care; Qualitative research; MEDLINE","retraction":null,"screen_n_in":null,"score":{"opus":0.1494224966213339,"gpt":0.4320984157296631,"spread":0.2826759191083291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004321395,0.0005907931,0.005376124,0.0003177297,0.00003741047,0.000009015848,0.0002321162,0.0004349191,0.00008824067],"category_scores_gemma":[0.006011791,0.0003977737,0.0009268517,0.0006192978,0.0002303277,0.00007281578,0.0002061714,0.000236465,0.00003006029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400768,"about_ca_system_score_gemma":0.001901407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001153971,"about_ca_topic_score_gemma":0.00005162197,"domain_scores_codex":[0.9966437,0.0003309959,0.001714028,0.0005924514,0.0004082965,0.0003105612],"domain_scores_gemma":[0.9937014,0.003411388,0.001350342,0.0005578576,0.000756852,0.0002221889],"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":[0.00004025666,0.00006102203,0.0003912596,0.6254793,0.0004461413,0.00001213189,0.0009853825,9.002995e-9,0.00001518793,0.00004166508,0.0008315063,0.3716961],"study_design_scores_gemma":[0.0004424368,0.00008838045,0.00004167728,0.7321196,0.003904243,0.000008806145,0.0001788448,1.634932e-7,0.0001964391,0.000003482863,0.2626887,0.0003272275],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003030772,0.9959614,0.00008539928,0.0000291291,0.0002333453,0.001780998,0.0006564202,0.00002778255,0.0009224607],"genre_scores_gemma":[0.00006386594,0.9947261,0.004467383,0.00003432863,0.0003423277,0.00008209107,0.0001312795,0.00006463758,0.00008794937],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3713689,"threshold_uncertainty_score":0.9998474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2776878127","doi":"10.1186/s12877-017-0695-x","title":"Preoperative medication use and postoperative delirium: a systematic review","year":2017,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Delirium; Prospective cohort study; Cohort study; MEDLINE; Randomized controlled trial; Retrospective cohort study; Cohort; Internal medicine; Emergency medicine; Intensive care medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1135206868052412,"gpt":0.3822024300587515,"spread":0.2686817432535102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007189949,0.0006827086,0.004527973,0.000349848,0.0002172252,0.0001592874,0.0002557866,0.0004234987,0.00004527074],"category_scores_gemma":[0.09284449,0.0004745344,0.000585597,0.0002891235,0.000195362,0.0002410182,0.000155419,0.0006001529,0.0001712431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237013,"about_ca_system_score_gemma":0.001341974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002248276,"about_ca_topic_score_gemma":0.00001501865,"domain_scores_codex":[0.9965504,0.0007745337,0.001201455,0.0006854565,0.0004740008,0.0003141155],"domain_scores_gemma":[0.982954,0.0009988121,0.001289668,0.001101679,0.01340954,0.0002463027],"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":[0.000009056655,0.00003258219,0.000008096173,0.9833279,0.0003547597,0.00004141124,0.0001242137,5.178777e-9,8.662813e-8,0.00008251135,0.008216438,0.007802999],"study_design_scores_gemma":[0.0004108128,0.0001680749,0.00001635302,0.7757243,0.02050473,0.0005781603,0.000226597,0.000005059538,2.571847e-7,0.000003647621,0.2018855,0.0004765427],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001877433,0.9878471,0.0003272745,0.0003395178,0.0002825323,0.01049534,0.0001355548,0.00005445479,0.0005163283],"genre_scores_gemma":[0.000002147518,0.9884638,0.0005764532,0.007506225,0.0001199596,0.0009602484,0.0007741605,0.00009803894,0.001498943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2076035,"threshold_uncertainty_score":0.9997706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060613987","doi":"10.1186/1471-2318-12-56","title":"Comparing frailty measures in their ability to predict adverse outcome among older residents of assisted living","year":2012,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Waterloo; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale","keywords":"Medicine; Frailty Index; Gerontology; Activities of daily living; Risk assessment; Scale (ratio); Rehabilitation; Epidemiology; Demography; Physical therapy; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.08397150098213228,"gpt":0.3140758590482572,"spread":0.2301043580661249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00156419,0.0002593417,0.0006715017,0.0003481477,0.00004847844,0.00001352689,0.000248015,0.000194474,0.00008493719],"category_scores_gemma":[0.004117778,0.0002306566,0.0001744214,0.0007262272,0.0000724343,0.0002577248,0.0002378159,0.0003287734,0.00003062506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046111,"about_ca_system_score_gemma":0.00010903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170985,"about_ca_topic_score_gemma":0.001358182,"domain_scores_codex":[0.9973009,0.0002104624,0.0009247508,0.000351822,0.0006389333,0.000573095],"domain_scores_gemma":[0.9978873,0.0005482316,0.0002400991,0.0007615144,0.0001921288,0.0003707368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008215282,0.0004470899,0.9948308,0.000472055,0.00002318193,0.000002918247,0.002251827,0.0001478,0.0008062839,0.000005351375,0.0004356586,0.0004949006],"study_design_scores_gemma":[0.001290372,0.00006111637,0.996682,0.0003592939,0.00007824878,0.000007828208,0.00051443,0.0002688007,0.0004734903,0.000006132858,0.00006041349,0.0001978419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960052,0.0002107752,0.0010585,0.00006108994,0.0005942441,0.000911658,0.00001520171,0.0001009708,0.001042323],"genre_scores_gemma":[0.9960997,0.000006893448,0.003263634,0.00006431074,0.0002363648,0.0000363946,0.000009170886,0.00003907962,0.0002444568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002553588,"threshold_uncertainty_score":0.9405905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074371634","doi":"10.1186/1471-2318-13-128","title":"Scaling functional status within the interRAI suite of assessment instruments","year":2013,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Activities of daily living; Gerontology; Hierarchy; Scale (ratio); Medicine; Psychology; Physical therapy; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.06119756056279762,"gpt":0.3736359500228306,"spread":0.3124383894600329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007162399,0.0001582822,0.0002545587,0.0002296029,0.0004698638,0.00002740296,0.0001773338,0.000150763,0.001187052],"category_scores_gemma":[0.0002541676,0.0001077171,0.0001105925,0.000675477,0.0000626722,0.0001525442,0.0001634734,0.0004520259,0.0002101275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629578,"about_ca_system_score_gemma":0.0006033003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971286,"about_ca_topic_score_gemma":0.0001570051,"domain_scores_codex":[0.9978012,0.0003555814,0.000719586,0.0002284092,0.0004355916,0.0004596757],"domain_scores_gemma":[0.9981993,0.0004846041,0.0004905069,0.0003735294,0.0003291193,0.0001228761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001287542,0.0002091146,0.8583049,0.0004636448,0.00009331795,3.707935e-7,0.007775857,0.0001919735,0.001113642,0.004104942,0.1182281,0.009385386],"study_design_scores_gemma":[0.001369218,0.0001066891,0.9702772,0.00007556484,0.00008098755,0.000001975415,0.01744686,0.000877617,0.00007034818,0.002558879,0.006918008,0.0002166212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842063,0.0001478261,0.003119347,0.0004461739,0.005539652,0.0008970937,0.00002401434,0.00006690188,0.005552704],"genre_scores_gemma":[0.9939343,0.00006035326,0.003892355,0.0001802527,0.0004938288,0.0001281471,0.00004556717,0.00002497737,0.001240211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1119724,"threshold_uncertainty_score":0.999726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113362975","doi":"10.1186/s12877-015-0026-z","title":"Derivation of a frailty index from the interRAI acute care instrument","year":2015,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":115,"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; National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Interquartile range; Minimum Data Set; Rehabilitation; Logistic regression; Mood; Activities of daily living; Frailty Index; Gerontology; Physical therapy; Psychiatry; Internal medicine; Nursing homes","retraction":null,"screen_n_in":null,"score":{"opus":0.05795667280943308,"gpt":0.2970679633567966,"spread":0.2391112905473635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001221839,0.0001310373,0.0002247506,0.00006182961,0.00002994188,0.0000171951,0.0001894746,0.0001153299,0.00005202831],"category_scores_gemma":[0.0004486885,0.00009255354,0.00008164631,0.0002961431,0.00005340351,0.00007409538,0.0001265014,0.000165267,0.00003297904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568716,"about_ca_system_score_gemma":0.0003199423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006809652,"about_ca_topic_score_gemma":0.0002854593,"domain_scores_codex":[0.9988545,0.00004872509,0.0003168465,0.0001930588,0.0004284852,0.0001583431],"domain_scores_gemma":[0.9988542,0.00008110372,0.0001591434,0.0004993501,0.0002918593,0.0001143899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007133058,0.0001865685,0.8982281,0.0001620329,0.0002409068,0.00000892857,0.02776119,0.00008512344,0.001512664,0.000156627,0.03638161,0.03456292],"study_design_scores_gemma":[0.0104202,0.0008924547,0.9163418,0.0002415213,0.0006679449,0.00004283973,0.0132782,0.001576554,0.008531701,0.001156345,0.04642523,0.0004252509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907718,0.0005079274,0.005187538,0.001157332,0.0006793184,0.000457482,0.00007238223,0.0000525469,0.001113703],"genre_scores_gemma":[0.9934636,0.00002580954,0.005452438,0.0003473233,0.0003331849,0.00001902991,0.0001555416,0.0000200191,0.0001830382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03413767,"threshold_uncertainty_score":0.3774224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1494369282","doi":"10.1186/1471-2318-5-5","title":"Incomplete functional recovery after delirium in elderly people: a prospective cohort study","year":2005,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":113,"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","keywords":"Delirium; Medicine; Prospective cohort study; Rehabilitation; Geriatrics; Cohort; Intensive care medicine; Cohort study; Adverse effect; Emergency medicine; Physical therapy; Internal medicine; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.01278908460743268,"gpt":0.2503466398643135,"spread":0.2375575552568809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003417971,0.0002493426,0.0004220209,0.0004722057,0.00005540975,0.00002899742,0.00007068549,0.0001173013,0.000547885],"category_scores_gemma":[0.003491081,0.0002456776,0.0001453423,0.0008122031,0.00004117168,0.000152743,0.0000722451,0.0003660931,0.0002650513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280371,"about_ca_system_score_gemma":0.0003319043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001564113,"about_ca_topic_score_gemma":0.00378871,"domain_scores_codex":[0.9981234,0.0001057376,0.0004193404,0.0005105344,0.0004750751,0.0003658974],"domain_scores_gemma":[0.9940885,0.0001869156,0.00009593546,0.0002895253,0.005233939,0.0001051754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001923226,0.0006177855,0.9916359,0.00003109488,0.00007721215,0.00004886654,0.0005827869,0.00004182688,0.00006016255,0.00001420901,0.003906309,0.001060598],"study_design_scores_gemma":[0.003585156,0.00104607,0.9894308,0.00002462341,0.0001799346,0.00004387914,0.00425832,0.0001186866,0.00002305641,0.00007374013,0.0009582431,0.0002574241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913771,0.0002510416,0.001589982,0.0006026526,0.0004488479,0.002359721,0.00002345417,0.00007096281,0.003276257],"genre_scores_gemma":[0.992312,0.00002327976,0.0009897767,0.004908611,0.0004774829,0.0004696861,0.00006155707,0.00004547194,0.0007120927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004758864,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152113564","doi":"10.1186/1471-2318-14-12","title":"Psychometric properties of the Late-Life Function and Disability Instrument: a systematic review","year":2014,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Public Health Service; Faculty of Health and Medical Sciences, University of Western Australia; National Institute on Disability and Rehabilitation Research; National Institutes of Health","keywords":"Construct validity; Medicine; Reliability (semiconductor); Rehabilitation; Construct (python library); Convergent validity; Gerontology; Clinical psychology; Criterion validity; Quality of life (healthcare); Psychometrics; Systematic review; MEDLINE; Physical therapy","retraction":null,"screen_n_in":null,"score":{"opus":0.07557352616265339,"gpt":0.3013543341771621,"spread":0.2257808080145087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001209248,0.000427054,0.003733669,0.0001781598,0.00006043009,0.00002470925,0.0002846356,0.0002778055,0.00002239315],"category_scores_gemma":[0.006617612,0.0002121997,0.0006786906,0.001852547,0.0001603579,0.00005021841,0.0001529166,0.0003575264,0.00003540993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614634,"about_ca_system_score_gemma":0.0003164785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001716728,"about_ca_topic_score_gemma":0.000004946352,"domain_scores_codex":[0.9965543,0.0005650566,0.001686671,0.000379254,0.0005938162,0.0002209063],"domain_scores_gemma":[0.9968008,0.0002550958,0.001255432,0.001395836,0.0001515099,0.0001413259],"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":[0.000007668162,0.00008133082,0.0003744827,0.975788,0.0001239564,5.24813e-8,0.00001232698,4.962754e-8,1.270659e-7,0.00001539815,0.0002813493,0.02331524],"study_design_scores_gemma":[0.0004992083,0.0001450523,0.000427284,0.9097169,0.01512704,0.00005823585,0.00001123687,0.00000633328,2.546413e-7,0.00001401544,0.07371997,0.0002744548],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002426519,0.9916295,0.00003657347,0.0001005695,0.0006421866,0.007204669,0.00001740728,0.00004206145,0.00008435162],"genre_scores_gemma":[0.0008869373,0.9978505,0.00005831939,0.0001343317,0.0001457337,0.0003949816,0.00001734357,0.00005029107,0.0004615543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07343861,"threshold_uncertainty_score":0.8653252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}