{"meta":{"query_hash":"a1ac8da785eb","filters":{"venue":"Journal of Population Ageing"},"cohort_total":33,"direct_labels_cover":0,"predictions_cover":33,"exported":33,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a1ac8da785eb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Population+Ageing"},"results":[{"id":"W1918641688","doi":"10.1007/s12062-015-9123-1","title":"Inherent Tensions Between Population Aging and Health Care Systems: What Might the Canadian Health Care System Look Like in Twenty Years?","year":2015,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Global Health Care Issues","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Simon Fraser University","funders":"","keywords":"Life expectancy; Population ageing; Health care; Gerontology; Context (archaeology); Health policy; Population; Cohort; Medicine; Psychology; Environmental health; Economic growth; Economics; Geography","score_opus":0.10265563952305254,"score_gpt":0.431983194051383,"score_spread":0.3293275545283305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1918641688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9382983,0.04378655,0.000046223962,0.011248556,0.00452532,0.0019151816,0.000041873835,0.0000544485,0.00008353894],"genre_scores_gemma":[0.99713,0.00015831226,0.00025357908,0.0013442463,0.0008762878,0.000012368925,0.00016589885,0.00003647611,0.00002288263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944605,0.0019035633,0.0019032509,0.00025019064,0.0007511867,0.0007312612],"domain_scores_gemma":[0.9961091,0.00015716175,0.0017689193,0.00029227763,0.00069235195,0.0009801855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031258469,0.00021122626,0.0007042888,0.0005775997,0.0011783399,0.00013099582,0.00018667783,0.00021380559,0.0000033442564],"category_scores_gemma":[0.00014099522,0.00016768153,0.00006950395,0.00041131905,0.000019887846,0.0006397651,0.000074159965,0.0009814969,0.000015530544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016556636,0.0000067529527,0.91865546,0.0014312409,0.000019773823,0.00006120843,0.06663571,0.0011967839,1.4896905e-7,0.00040127544,0.0052623325,0.0063127573],"study_design_scores_gemma":[0.00069815305,0.00010205776,0.79770094,0.006444491,0.000018751593,0.000022476519,0.18781132,0.0001680938,4.2967578e-8,0.000016877291,0.0068986933,0.00011811912],"about_ca_topic_score_codex":0.62161124,"about_ca_topic_score_gemma":0.73365706,"teacher_disagreement_score":0.12117561,"about_ca_system_score_codex":0.011016941,"about_ca_system_score_gemma":0.0019552968,"threshold_uncertainty_score":0.9927796},"labels":[],"label_agreement":null},{"id":"W1964114937","doi":"10.1007/s12062-010-9032-2","title":"Canada’s Live-In Caregiver Program: Is it an Answer to the Growing Demand for Elderly Care?","year":2010,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Ottawa; Health Canada","funders":"","keywords":"Immigration; Work (physics); Care work; Nursing; Medicine; Gerontology; Business; Economic growth; Political science; Economics","score_opus":0.018495231409709725,"score_gpt":0.3305932215684352,"score_spread":0.31209799015872547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964114937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98409116,0.000023727142,0.0004582,0.01426641,0.00064694614,0.0002787439,0.0000044695958,0.0000057639904,0.0002245666],"genre_scores_gemma":[0.99632674,0.000004273534,0.0016155499,0.0013412461,0.00043088783,0.000004249702,0.000004068238,0.0000062160007,0.00026677785],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991196,0.000076219585,0.0002559332,0.00007745511,0.00031712154,0.00015368008],"domain_scores_gemma":[0.9993256,0.000049824834,0.00016597926,0.00007320515,0.00027495963,0.000110471636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006062689,0.000055899618,0.000094870935,0.000068836576,0.00032898717,0.00011767094,0.00016027555,0.00005327737,0.000058726833],"category_scores_gemma":[0.00019850256,0.00004280849,0.000046907633,0.00014776296,0.00001340893,0.0004804987,0.0000062975173,0.00016559797,5.615373e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072745,0.00008501081,0.08582709,0.000038126596,0.00003916443,0.000054054402,0.679771,0.008174594,0.000605478,0.014146607,0.017856015,0.1933301],"study_design_scores_gemma":[0.00047256873,0.0001445564,0.14207521,0.00006205855,0.00003194755,0.0000042171996,0.10058033,0.0042672856,0.000018438252,0.00023847201,0.75191295,0.00019196162],"about_ca_topic_score_codex":0.40230265,"about_ca_topic_score_gemma":0.99493337,"teacher_disagreement_score":0.73405695,"about_ca_system_score_codex":0.00014066983,"about_ca_system_score_gemma":0.00037255813,"threshold_uncertainty_score":0.6016775},"labels":[],"label_agreement":null},{"id":"W1964807883","doi":"10.1007/s12062-010-9020-6","title":"Later-Life Migrations in Canada in 2001: A Multilevel Approach","year":2009,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Census; Metropolitan area; Geography; Population; Subdivision; Demography; Demographic analysis; Internal migration; American Community Survey; Sample (material); Demographic economics; Sociology; Economics; Archaeology","score_opus":0.029665775537521005,"score_gpt":0.2924463092690038,"score_spread":0.2627805337314828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964807883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99623436,0.00018448677,0.000660382,0.0019756414,0.00014497744,0.0000868991,8.612194e-7,0.000004690409,0.0007076797],"genre_scores_gemma":[0.9979764,0.00006513305,0.0013226818,0.0002661947,0.00020130684,9.76947e-7,0.0000024552794,0.000002905179,0.00016194889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883735,0.00013195317,0.00045935265,0.00007255214,0.00031979958,0.00017898198],"domain_scores_gemma":[0.9994961,0.000049124537,0.00026042789,0.00004281702,0.00007545866,0.00007607744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006121573,0.000062146675,0.00016123356,0.00019335539,0.0001641007,0.000033921202,0.00008623919,0.00003298475,0.00002074377],"category_scores_gemma":[0.00037375875,0.00005813825,0.00003397299,0.00027427732,0.000010350672,0.00031434518,0.000004388792,0.00014271087,4.5181474e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014430109,0.00010118721,0.81844896,0.0000074257196,0.000011343842,0.00006330671,0.15188996,0.016120454,0.00003263059,0.0010872667,0.00719698,0.0050260676],"study_design_scores_gemma":[0.0002677814,0.000007504613,0.99296016,0.000032826905,0.0000042760007,0.0000011781647,0.0016865958,0.0030948624,0.0000012858399,0.0007209911,0.0011577259,0.0000647885],"about_ca_topic_score_codex":0.94423187,"about_ca_topic_score_gemma":0.9953949,"teacher_disagreement_score":0.17451124,"about_ca_system_score_codex":0.00045412724,"about_ca_system_score_gemma":0.00046033878,"threshold_uncertainty_score":0.2370809},"labels":[],"label_agreement":null},{"id":"W1965082073","doi":"10.1007/s12062-014-9111-x","title":"Health and Work at Older Ages: Using Mortality to Assess the Capacity to Work Across Countries","year":2015,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute on Aging","keywords":"Demography; Work (physics); Mortality rate; Gerontology; Medicine; Demographic economics; Sociology; Economics","score_opus":0.5065709692932532,"score_gpt":0.5163891920500203,"score_spread":0.009818222756767137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965082073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99051917,0.00011188384,0.00081155717,0.007596589,0.00061168516,0.00026126494,0.0000016720962,0.000010011731,0.00007615557],"genre_scores_gemma":[0.9978468,0.0000129402815,0.0007013402,0.0009984244,0.0003677,0.0000016119111,6.9497906e-7,0.0000061674777,0.000064345695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804753,0.00039286833,0.00043827464,0.000120028664,0.00072722195,0.0002740915],"domain_scores_gemma":[0.99883795,0.00009042423,0.00033806902,0.00012259642,0.00019232533,0.00041866003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043307296,0.00008257209,0.00020217893,0.000033915636,0.00084680197,0.00025008275,0.00013743152,0.000041782154,0.000012999055],"category_scores_gemma":[0.0006799172,0.000060556056,0.00005027592,0.00032640024,0.00008794792,0.0002793145,0.00006678647,0.00010913968,0.0000030308233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026529287,0.000016768792,0.92793673,0.0000113661345,0.000011582205,0.000001898017,0.06893659,0.0013765978,0.0000031561,0.00016945663,0.0008381287,0.00067120435],"study_design_scores_gemma":[0.00013652339,0.000034890083,0.9856232,0.00015878935,0.000010671247,0.0000013726665,0.009440162,0.000009037801,0.000003443953,0.00049147656,0.0040094135,0.000081056045],"about_ca_topic_score_codex":0.0057873535,"about_ca_topic_score_gemma":0.006984909,"teacher_disagreement_score":0.05949642,"about_ca_system_score_codex":0.0008771123,"about_ca_system_score_gemma":0.000084513864,"threshold_uncertainty_score":0.8748786},"labels":[],"label_agreement":null},{"id":"W2037351910","doi":"10.1007/s12062-009-9012-6","title":"Introducing the Journal of Population Ageing","year":2008,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Population ageing; Population; Maturity (psychological); Dominance (genetics); Geography; Ageing; Demography; Political science; Sociology; Medicine","score_opus":0.024853593007037825,"score_gpt":0.30298544720118464,"score_spread":0.2781318541941468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037351910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915264,0.0004096563,0.0040095854,0.0011461033,0.001801906,0.00014989646,5.393887e-7,0.000015305437,0.00094057573],"genre_scores_gemma":[0.9951895,0.00043604098,0.0019660247,0.00014100551,0.0021483486,4.3768472e-7,0.0000019968018,0.00001550952,0.000101142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99641067,0.0007115915,0.0012060682,0.00010326446,0.0012971908,0.00027120818],"domain_scores_gemma":[0.9967925,0.00017370995,0.0022300892,0.00017734755,0.0005253434,0.00010101237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052642087,0.000126964,0.00031144192,0.0004679904,0.0010668912,0.00010237676,0.00039180115,0.00007789469,0.00006168841],"category_scores_gemma":[0.0009740539,0.00009659334,0.00026607295,0.00063332735,0.00010354723,0.0010799234,0.000037511898,0.0004354737,0.0000031131497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076347234,0.00008857605,0.9144303,0.000030059131,0.00014831894,0.00030001378,0.02135315,0.03585149,0.00030683255,0.0030960063,0.0017507656,0.022568142],"study_design_scores_gemma":[0.00035833867,0.000053698735,0.9906262,0.00011755925,0.00009351055,0.00008034361,0.002580128,0.000371219,0.000013732655,0.0019556072,0.0036339224,0.00011571129],"about_ca_topic_score_codex":0.0029292526,"about_ca_topic_score_gemma":0.0010768072,"teacher_disagreement_score":0.076195925,"about_ca_system_score_codex":0.0002443122,"about_ca_system_score_gemma":0.000059747672,"threshold_uncertainty_score":0.8205772},"labels":[],"label_agreement":null},{"id":"W2043478993","doi":"10.1007/s12062-014-9094-7","title":"A Longitudinal Study of Well-Being of Older Europeans: Does Retirement Matter?","year":2014,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"National Institute on Aging","keywords":"Psychology; Well-being; Demographic economics; Gerontology; Subjective well-being; Demography; Sociology; Economics; Social psychology; Medicine; Happiness","score_opus":0.10972162174657894,"score_gpt":0.3999792102066622,"score_spread":0.29025758846008326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043478993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930776,0.000013863152,0.00050716073,0.00030960352,0.00041089693,0.00021333036,2.02881e-7,0.0000063255693,0.0054610143],"genre_scores_gemma":[0.9993384,0.000012458146,0.00023949372,0.00002868994,0.00023835605,0.00000101589,5.819028e-7,0.0000091871625,0.00013184329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975076,0.0005187227,0.00089350785,0.00012208306,0.0008008927,0.0001572041],"domain_scores_gemma":[0.99853975,0.000079799465,0.000935999,0.00015065273,0.00022085752,0.00007294372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022915776,0.00008845324,0.00027385334,0.00012571264,0.00016709224,0.000037382764,0.00019686174,0.00002949807,0.00030033052],"category_scores_gemma":[0.000214386,0.00006639553,0.00011053779,0.00016351405,0.00006258416,0.00024205535,0.0000391488,0.00009604346,0.000004280713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023000339,0.00033583597,0.9780604,0.00005868913,0.000036060657,0.0000035201713,0.018947396,0.00025238347,0.0002135892,0.00068261364,0.00007721535,0.0013092414],"study_design_scores_gemma":[0.0005117107,0.00023377681,0.9891765,0.00020079709,0.000064386986,5.2264795e-7,0.0082158195,0.00004281598,0.000084623665,0.0011614371,0.00023265465,0.00007493816],"about_ca_topic_score_codex":0.0019418257,"about_ca_topic_score_gemma":0.00097188406,"teacher_disagreement_score":0.011116063,"about_ca_system_score_codex":0.00010172038,"about_ca_system_score_gemma":0.000016640683,"threshold_uncertainty_score":0.32884085},"labels":[],"label_agreement":null},{"id":"W2051537126","doi":"10.1007/s12062-012-9073-9","title":"Migrant Live-in Caregivers Providing Care to Canadian Older Adults: An Exploratory Study of Workers’ Life and Job Satisfaction","year":2012,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Job satisfaction; Nursing; Empowerment; Psychology; Residence; Medicine; Gerontology; Social psychology; Political science; Sociology","score_opus":0.04489030164772487,"score_gpt":0.3598509158557123,"score_spread":0.3149606142079875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051537126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99795264,0.00051096705,0.000011532145,0.00036341563,0.0005444161,0.0005738836,0.0000025253853,0.0000076182628,0.000032987526],"genre_scores_gemma":[0.9995054,0.00001238844,0.00009771312,0.000097909215,0.00024723256,0.000012293697,0.0000022066802,0.000013695626,0.000011134243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985476,0.000327021,0.00055531494,0.000093489274,0.0002171587,0.00025942345],"domain_scores_gemma":[0.9989299,0.000064444015,0.00037473664,0.00008017438,0.00023956702,0.0003111687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004995322,0.00009811683,0.00024281188,0.00041721095,0.00036185313,0.0000074077193,0.00004620708,0.000064229804,0.000022809161],"category_scores_gemma":[0.00017442388,0.00008688992,0.000027843984,0.00016354077,0.000006732288,0.0005687119,0.000025552532,0.00024814164,0.000001753949],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004153037,0.000012251242,0.6719728,0.00005669102,0.00001508388,0.0000055079904,0.32546794,0.000047126498,0.000009632854,0.0000036794893,0.00012585986,0.00224185],"study_design_scores_gemma":[0.0005891903,0.00010226566,0.6034532,0.0004395692,0.000017818053,3.830629e-7,0.39527833,0.0000039802835,4.4760577e-7,0.0000019648842,0.000061870174,0.00005093756],"about_ca_topic_score_codex":0.21881908,"about_ca_topic_score_gemma":0.7748015,"teacher_disagreement_score":0.5559824,"about_ca_system_score_codex":0.0004084603,"about_ca_system_score_gemma":0.00010019247,"threshold_uncertainty_score":0.78638285},"labels":[],"label_agreement":null},{"id":"W2095590136","doi":"10.1007/s12062-012-9067-7","title":"Morbidity and Outpatient Care for the Elderly in Kerala, South India: Evidence from a National Population based Survey","year":2012,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"World Bank Group","keywords":"Context (archaeology); Medicine; Population; Health care; Epidemiological transition; Population ageing; Private sector; Public health; Gerontology; Elderly care; Public sector; Demographic transition; Environmental health; Socioeconomics; Economic growth; Geography; Nursing; Political science; Sociology","score_opus":0.11205811016935649,"score_gpt":0.3097912283241839,"score_spread":0.1977331181548274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095590136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992418,0.0027256205,0.0036098661,0.00019594867,0.0007055183,0.00023632041,0.00009393087,0.0000029669432,0.000011807385],"genre_scores_gemma":[0.9989438,0.000023469494,0.0005743039,0.000060425693,0.0003256755,0.0000066053226,0.00004938729,0.000009076269,0.0000072347425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988055,0.000066119865,0.0007860122,0.00009921258,0.00009769881,0.00014543759],"domain_scores_gemma":[0.998687,0.00019651765,0.00085455657,0.000072721574,0.00012549652,0.000063681226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021770087,0.00007527681,0.00023253259,0.00019321108,0.00012102488,0.000046491496,0.00006677456,0.00008782259,0.000011241729],"category_scores_gemma":[0.0008675442,0.000055063483,0.00006629464,0.00012354698,0.000006171345,0.0004891373,0.000010607885,0.00015256769,0.0000020235948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019552816,0.0000113137785,0.9945054,0.00003181869,0.0000083000405,3.341174e-7,0.0016444196,0.0010614637,0.0000011928666,0.00026260855,0.000008061755,0.0024454992],"study_design_scores_gemma":[0.00034071287,0.00005611661,0.99535805,0.00011183041,0.0000022364036,0.0000010070938,0.00023032434,0.0030223352,0.0000012220886,0.0006946535,0.00011160065,0.000069900896],"about_ca_topic_score_codex":0.024047313,"about_ca_topic_score_gemma":0.0020900455,"teacher_disagreement_score":0.021957269,"about_ca_system_score_codex":0.00028280017,"about_ca_system_score_gemma":0.000025674857,"threshold_uncertainty_score":0.9824516},"labels":[],"label_agreement":null},{"id":"W2122353806","doi":"10.1007/s12062-011-9035-7","title":"Association of Birth Weight with Health and Long-Term Survival up to Middle and Old Ages in China","year":2010,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Birth, Development, and Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"National Institute on Aging","keywords":"Demography; Medicine; Birth weight; Confounding; Logistic regression; Odds ratio; Multivariate analysis; Low birth weight; Odds; Gerontology; Pregnancy; Internal medicine","score_opus":0.021583225549474557,"score_gpt":0.301640873314423,"score_spread":0.28005764776494846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122353806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965844,0.00014923916,0.000110847766,0.0027249074,0.00023783135,0.00014099736,0.0000011378844,0.000004590385,0.000046057256],"genre_scores_gemma":[0.99670076,0.0012575433,0.001536851,0.0002702902,0.00013395849,5.060615e-7,0.0000054106745,0.000009257283,0.00008541625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901634,0.00004840003,0.00044495467,0.00008508096,0.00026935712,0.00013585726],"domain_scores_gemma":[0.99907917,0.000032492066,0.0005589354,0.00005355126,0.00008338923,0.00019246462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085607066,0.00007166285,0.00030048357,0.00025479886,0.00005306752,0.000014613684,0.000023125258,0.00005761336,0.000011871524],"category_scores_gemma":[0.00010509433,0.000054892957,0.000017560225,0.00014339098,0.000008739089,0.00012762767,0.000010387018,0.00027858195,2.5668083e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012329486,0.000028090437,0.9915854,0.00020863353,0.0000202975,0.000015694235,0.0029897653,0.000002116365,0.000442177,0.00051204197,0.000023403409,0.00404912],"study_design_scores_gemma":[0.001431835,0.00029323815,0.99730444,0.00044784462,0.000012376994,0.00004924244,0.000113795926,0.000025289868,0.000040418156,0.00020071214,0.000030305564,0.000050486084],"about_ca_topic_score_codex":0.0002876963,"about_ca_topic_score_gemma":0.0032721362,"teacher_disagreement_score":0.0057190894,"about_ca_system_score_codex":0.00009690411,"about_ca_system_score_gemma":0.00009932957,"threshold_uncertainty_score":0.22384697},"labels":[],"label_agreement":null},{"id":"W2125393124","doi":"10.1007/s12062-010-9029-x","title":"Ageing and Care Giving in the United States: Policy Contexts and the Immigrant Workforce","year":2010,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Nuffield Foundation; German Marshall Fund of the United States; John D. and Catherine T. MacArthur Foundation","keywords":"Immigration; Workforce; Health care; Metropolitan area; Business; Population ageing; Quarter (Canadian coin); Immigration policy; Population; Economic growth; Demographic economics; Labour economics; Medicine; Political science; Economics; Environmental health; Geography","score_opus":0.012740869109987157,"score_gpt":0.31027832566487334,"score_spread":0.29753745655488617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125393124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935753,0.00021887496,0.00012108377,0.0056381845,0.00010229385,0.00010894833,8.310659e-7,0.0000050567105,0.00022947392],"genre_scores_gemma":[0.9986637,0.00037255487,0.00009604697,0.00059026614,0.00020257011,8.147997e-7,0.000003096324,0.0000041106505,0.00006682443],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990092,0.00032111767,0.00026830184,0.00005230361,0.00023421594,0.00011484403],"domain_scores_gemma":[0.99921924,0.00031816956,0.0002549498,0.000057923,0.00010551122,0.000044179036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015636093,0.000055677956,0.000103714774,0.00016326603,0.00042737732,0.00025671095,0.00011033464,0.000045789915,0.000007418055],"category_scores_gemma":[0.00072296435,0.000031839543,0.00003066692,0.00036997788,0.000118656935,0.00025877144,0.000012879058,0.00030988167,1.6127481e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051859723,0.000011698992,0.051345438,0.000017100987,0.000011776956,0.000037160964,0.7969922,0.0020452356,0.00019901486,0.112077504,0.000032892032,0.037178136],"study_design_scores_gemma":[0.001897448,0.000029770312,0.58220106,0.00019920828,0.00003137276,0.000031134925,0.3668859,0.016644493,0.0000023904386,0.006848278,0.025060747,0.00016816972],"about_ca_topic_score_codex":0.013663599,"about_ca_topic_score_gemma":0.08884349,"teacher_disagreement_score":0.53085566,"about_ca_system_score_codex":0.000031857733,"about_ca_system_score_gemma":0.000033497403,"threshold_uncertainty_score":0.9929045},"labels":[],"label_agreement":null},{"id":"W2581869785","doi":"10.1007/s12062-017-9173-7","title":"Awaiting Long-Term Care Services in a Rapidly Changing Environment: Voices from Older Chinese Adults","year":2017,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Government of Jiangxi Province; Concordia University; Centre de Recherche et d’Expertise en Gérontologie Sociale","keywords":"China; Software deployment; Population ageing; Aging in place; Perception; Gerontology; Long-term care; Economic growth; Psychology; Older people; Population; Business; Political science; Medicine; Nursing; Economics; Environmental health","score_opus":0.006954319484337719,"score_gpt":0.28022888206305024,"score_spread":0.2732745625787125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581869785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977223,0.00049428124,0.0003014824,0.00023764152,0.0006206988,0.000078465986,0.00000436145,0.0000065454965,0.0005341723],"genre_scores_gemma":[0.9982783,0.00010106322,0.00032729324,0.000063597814,0.0011407011,0.0000015426926,0.00002443887,0.0000109235025,0.000052095806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880105,0.00008853979,0.00037411266,0.00012684072,0.00041302887,0.0001964023],"domain_scores_gemma":[0.9989128,0.000048734877,0.00077351916,0.00011919952,0.00008387481,0.000061873274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004579761,0.000097279924,0.00016555979,0.0001833934,0.0009055848,0.0003404571,0.00030461216,0.000070033486,0.000063566666],"category_scores_gemma":[0.0000864178,0.000090369074,0.00009791515,0.000057575693,0.000024640742,0.0009360986,0.000062070765,0.00014963117,0.0000028893062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012140614,0.000012413131,0.947668,0.00002756095,0.000013749975,0.00006144877,0.04066554,0.0013320849,0.00024451694,0.00022698058,7.218187e-7,0.009734806],"study_design_scores_gemma":[0.00037877882,0.000009498382,0.9853606,0.00068789005,0.000010619433,0.0000011883681,0.009544291,0.0036769172,0.0000062002878,0.00019209021,0.000031091033,0.000100825295],"about_ca_topic_score_codex":0.0045926794,"about_ca_topic_score_gemma":0.020467492,"teacher_disagreement_score":0.037692573,"about_ca_system_score_codex":0.00018300138,"about_ca_system_score_gemma":0.000022327045,"threshold_uncertainty_score":0.9974064},"labels":[],"label_agreement":null},{"id":"W2769235037","doi":"10.1007/s12062-017-9211-5","title":"A Century of Demographic Ageing in Arctic Canada (1950–2050)","year":2017,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Arctic; Ageing; Geography; Population ageing; Longevity; Demography; Population; Demographic change; Ethnic group; The arctic; Gerontology; Political science; Sociology; Medicine; Oceanography; Geology","score_opus":0.02603003779425531,"score_gpt":0.3199231524718342,"score_spread":0.2938931146775789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769235037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98902595,0.0003027559,0.000033831522,0.006019765,0.00055463286,0.00006214039,8.9626275e-7,0.0000030882352,0.003996924],"genre_scores_gemma":[0.9989621,0.00026083598,0.00032856714,0.00007952395,0.00027301855,3.7688247e-7,3.4321394e-7,0.0000050626845,0.00009017996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988022,0.000112696776,0.0004313552,0.00006452898,0.0003984018,0.00019084802],"domain_scores_gemma":[0.9987128,0.000089191475,0.0009198316,0.00010677975,0.00009366098,0.00007774658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007193684,0.00006348933,0.00021214508,0.00015468601,0.0006780887,0.00004006725,0.0002219599,0.000042718406,0.000017482593],"category_scores_gemma":[0.0011880527,0.000054989698,0.0000766198,0.000121403704,0.00010404318,0.00030477028,0.00003573295,0.00016922034,2.6170738e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001250012,0.000016913918,0.981985,0.000029022658,0.00003176986,0.0001514421,0.006580297,0.00011541323,0.000025152936,0.003114479,0.00025959552,0.007678426],"study_design_scores_gemma":[0.00021152165,0.0000109249495,0.98968154,0.00021926324,0.000016896678,0.0000032372986,0.0026954734,0.000025628182,0.0000017527108,0.0019084979,0.005165332,0.000059927865],"about_ca_topic_score_codex":0.86227846,"about_ca_topic_score_gemma":0.92517763,"teacher_disagreement_score":0.062899195,"about_ca_system_score_codex":0.00019309594,"about_ca_system_score_gemma":0.00016896514,"threshold_uncertainty_score":0.5215379},"labels":[],"label_agreement":null},{"id":"W2791029689","doi":"10.1007/s12062-018-9219-5","title":"Dynamics of Retirement Income Inequality in Canada, 1991-2011","year":2018,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Microdata (statistics); Economic inequality; Inequality; Economics; Demographic economics; Poverty; Income distribution; Income inequality metrics; Pension; Social inequality; Census; Labour economics; Economic growth; Population; Sociology; Demography; Finance","score_opus":0.13882930864636164,"score_gpt":0.40353372107543034,"score_spread":0.2647044124290687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791029689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99647397,0.000017947461,0.00009875484,0.0012911538,0.00052563794,0.00009758856,0.0000025178347,0.0000029050852,0.0014894989],"genre_scores_gemma":[0.9994469,0.000014699872,0.0002382512,0.000051144132,0.00019903,5.768028e-7,0.0000036960275,0.000004199464,0.000041490268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980609,0.0002605121,0.0007587664,0.00007911618,0.00067398243,0.00016675658],"domain_scores_gemma":[0.9989701,0.000054575958,0.0005919622,0.00010523248,0.00019438405,0.000083759434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019149379,0.00006128228,0.00019339233,0.00009017676,0.00011515245,0.000015453697,0.00015698519,0.00003662842,0.000202948],"category_scores_gemma":[0.0003129575,0.00005678296,0.00005154809,0.000166675,0.00007271322,0.00018691985,0.000025985784,0.000098763674,0.0000012721089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018704153,0.000035329558,0.9921435,0.000021766475,0.000007723846,0.0000042989045,0.0024381704,0.00009001141,0.000028981007,0.0026945246,0.000063803716,0.0024531973],"study_design_scores_gemma":[0.00020538889,0.000053979085,0.9919845,0.00008385161,0.000008563856,2.95138e-7,0.0028483486,0.00046270905,0.00002135684,0.004050659,0.00021736122,0.00006299804],"about_ca_topic_score_codex":0.95298946,"about_ca_topic_score_gemma":0.9929527,"teacher_disagreement_score":0.03996328,"about_ca_system_score_codex":0.0021055222,"about_ca_system_score_gemma":0.00030454164,"threshold_uncertainty_score":0.55058676},"labels":[],"label_agreement":null},{"id":"W2902683684","doi":"10.1007/s12062-018-9235-5","title":"Social Enterprise for Elderly Housing: Policy for Accountability and Public-Private Responsible Financing","year":2018,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Hong Kong Polytechnic University; Chartered Institute of Management Accountants","keywords":"Accountability; Corporate governance; Business; Dignity; Population; Finance; Public economics; Public relations; Economics; Sociology; Political science","score_opus":0.05725163838770563,"score_gpt":0.3077507764820124,"score_spread":0.25049913809430674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902683684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94581515,0.0001728688,0.051432315,0.0015484701,0.00041299197,0.00020951837,0.00003108106,0.000014206437,0.00036342785],"genre_scores_gemma":[0.9872838,0.00002859155,0.010708043,0.00029159748,0.0015464772,0.000005898971,0.0000053947633,0.000026746651,0.0001034366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859864,0.000019034822,0.0008445949,0.00020080984,0.00004903821,0.00028787376],"domain_scores_gemma":[0.9984928,0.00009199332,0.0010654904,0.000115902316,0.00016903125,0.0000648177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011529773,0.000119284865,0.00038568123,0.00044282488,0.00042519314,0.0001787996,0.00012382535,0.00010877845,0.000011655987],"category_scores_gemma":[0.00032497928,0.00013308132,0.0001668089,0.00021369604,0.000053060336,0.00068986084,0.000030316049,0.00010214296,0.0000022739334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015742561,0.00032999332,0.2758799,0.00040905105,0.0001875737,0.000010168134,0.014053812,0.00010538141,0.001874083,0.58656,0.0040548835,0.1149609],"study_design_scores_gemma":[0.004742836,0.00095352996,0.4029542,0.00015210605,0.000039498114,0.00003407257,0.00026798833,0.006024252,0.00042810178,0.15093349,0.43281826,0.00065167685],"about_ca_topic_score_codex":0.00027089773,"about_ca_topic_score_gemma":0.00016403718,"teacher_disagreement_score":0.4356265,"about_ca_system_score_codex":0.00019198876,"about_ca_system_score_gemma":0.000060770544,"threshold_uncertainty_score":0.5426899},"labels":[],"label_agreement":null},{"id":"W3174817091","doi":"10.1007/s12062-021-09332-8","title":"Changes in family structures and roles, and its impact on older people in displacement in Abuja, Nigeria","year":2021,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Displacement (psychology); Older people; Limiting; Qualitative research; Government (linguistics); Psychology; Social psychology; Gerontology; Sociology; Medicine; Engineering","score_opus":0.012395253911830032,"score_gpt":0.32514246085920967,"score_spread":0.3127472069473796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174817091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99843323,0.00035917826,0.000013057334,0.0009604158,0.00007678307,0.000063562286,0.0000014276415,0.0000017142488,0.00009061547],"genre_scores_gemma":[0.9993219,0.0003864361,0.00006288153,0.00012038352,0.00005012423,6.114896e-7,0.0000033635868,0.0000032577782,0.00005103623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992413,0.00018148802,0.0002176391,0.00007228763,0.00018431983,0.00010295645],"domain_scores_gemma":[0.99971694,0.000047249196,0.00012855484,0.000025964517,0.000033688983,0.00004761362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005255342,0.000054230335,0.00013171611,0.00019129399,0.000051952247,0.00006272473,0.000028576378,0.000047777925,0.000040904735],"category_scores_gemma":[0.00014790967,0.000046327288,0.0000145874465,0.0001976725,0.0000063217108,0.00016218444,0.000009783024,0.00013728064,1.2148726e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036192097,0.000045365585,0.9442841,0.000012635846,0.0000044488966,0.000055431687,0.04335046,0.0042910357,0.0010083189,0.0030591576,0.00002512149,0.0038277414],"study_design_scores_gemma":[0.0004101764,0.000026547963,0.9891102,0.00009202729,0.000001717798,0.0000020224725,0.0073041865,0.0024623787,0.000009766642,0.000458468,0.00007368149,0.000048853537],"about_ca_topic_score_codex":0.0010325889,"about_ca_topic_score_gemma":0.38536116,"teacher_disagreement_score":0.38432857,"about_ca_system_score_codex":0.00012964026,"about_ca_system_score_gemma":0.00003874638,"threshold_uncertainty_score":0.6258544},"labels":[],"label_agreement":null},{"id":"W3193403629","doi":"10.1007/s12062-021-09345-3","title":"How do Older Adults Spend Their Time? Gender Gaps and Educational Gradients in Time Use in East Asian and Western Countries","year":2021,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council; European Commission","keywords":"East Asia; China; Educational attainment; Geography; Respondent; Work (physics); Demography; Demographic economics; Socioeconomics; Economic growth; Political science; Sociology; Economics","score_opus":0.03073726683346592,"score_gpt":0.28839567204883915,"score_spread":0.2576584052153732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193403629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99504995,0.0012671578,0.0000039506076,0.0032377813,0.00013774457,0.00007816345,0.0000031640354,0.000004076958,0.00021801531],"genre_scores_gemma":[0.99858636,0.00035832747,0.0002131506,0.000051002597,0.00021562712,9.314992e-7,0.00000636068,0.000008100346,0.0005601465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989274,0.00019221021,0.0002569608,0.00013769089,0.00032217914,0.00016355625],"domain_scores_gemma":[0.9994266,0.000103191545,0.00022231256,0.00005754347,0.000108238295,0.00008208578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005140648,0.00008533545,0.00017682498,0.00016674858,0.000099802826,0.00032913775,0.00007348657,0.00007012497,0.00007534088],"category_scores_gemma":[0.00022296482,0.00008049536,0.000025134119,0.00016933582,0.000055190987,0.0009069497,0.000028565864,0.00015417022,0.0000027224044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001571284,0.000042569776,0.975777,0.000014688076,0.000007818372,0.000029761653,0.022910161,0.00000918368,0.00002410711,0.000118095726,0.00005760961,0.0009933506],"study_design_scores_gemma":[0.0005034409,0.000007736041,0.98996115,0.00040049735,0.0000049551572,0.000024210183,0.0076498054,0.000022235135,0.0000020893826,0.00096934725,0.00037243858,0.00008210977],"about_ca_topic_score_codex":0.00012262494,"about_ca_topic_score_gemma":0.0041618575,"teacher_disagreement_score":0.015260356,"about_ca_system_score_codex":0.0001256909,"about_ca_system_score_gemma":0.00007042701,"threshold_uncertainty_score":0.32825056},"labels":[],"label_agreement":null},{"id":"W4221050753","doi":"10.1007/s12062-022-09363-9","title":"Ageing and Health in Africa: Assessing how low- and Middle-class Older Adults with Chronic Illnesses Navigate the Problem of Counterfeit Drugs in Nigeria","year":2022,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Counterfeit; Gerontology; Ageing; Middle class; Psychology; Class (philosophy); Medicine; Environmental health; Geography; Political science; Computer science","score_opus":0.024335235105359714,"score_gpt":0.24772189922604068,"score_spread":0.22338666412068098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221050753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99265426,0.0047190124,0.00007921239,0.0022328217,0.00007709663,0.00017012215,0.000007680368,0.0000030818371,0.000056683777],"genre_scores_gemma":[0.99939513,0.00023291468,0.00021019645,0.0000446824,0.000037435402,0.0000042814327,0.0000025751829,0.000014321809,0.000058478643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988408,0.000099394754,0.00065168727,0.00013249136,0.00007963197,0.00019596981],"domain_scores_gemma":[0.9986547,0.0000958093,0.0011036623,0.00007630721,0.000023948194,0.000045536795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016948595,0.00009963998,0.00036719177,0.00039475682,0.00017346023,0.0001105689,0.00008741565,0.000029088718,0.000016235808],"category_scores_gemma":[0.000039942483,0.00007914233,0.00003306546,0.0003691641,0.000035212997,0.0004643949,0.000046399517,0.00029329045,1.576457e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043759157,0.00024891624,0.8924057,0.0011307555,0.000082247774,0.00013940175,0.070747085,0.010691155,0.00023342973,0.00082227495,0.00009737248,0.022964079],"study_design_scores_gemma":[0.0018560208,0.00028345225,0.98239994,0.0017885482,0.000004674252,0.000068773326,0.008300224,0.0041786516,0.00001605682,0.00064905745,0.00029769907,0.00015691423],"about_ca_topic_score_codex":0.00034616873,"about_ca_topic_score_gemma":0.00045390654,"teacher_disagreement_score":0.08999424,"about_ca_system_score_codex":0.00026185217,"about_ca_system_score_gemma":0.000061798506,"threshold_uncertainty_score":0.32273304},"labels":[],"label_agreement":null},{"id":"W4293217582","doi":"10.1007/s12062-022-09388-0","title":"Experiences of Abuse and Neglect of Older Adults in Internally Displaced Persons (IDP) Camp, Lugbe, Abuja, Nigeria","year":2022,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Internally displaced person; Nigerians; Neglect; Vulnerability (computing); Elder abuse; Displaced person; Psychology; Population; Qualitative research; Medicine; Environmental health; Suicide prevention; Poison control; Psychiatry; Sociology; Political science; Computer security","score_opus":0.011765750976465372,"score_gpt":0.3070923720820707,"score_spread":0.2953266211056053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293217582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99840385,0.0004721114,0.00021701632,0.00007752148,0.000546437,0.00013093876,0.0000035810494,0.0000034192205,0.00014512097],"genre_scores_gemma":[0.99940825,0.000005460232,0.00027656858,0.000057137644,0.00005863181,0.000010058288,0.000004677347,0.000008298212,0.00017089763],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985098,0.00024598878,0.000753247,0.000109589506,0.00024749248,0.00013384946],"domain_scores_gemma":[0.99889183,0.00008844303,0.0008006837,0.000090945534,0.00006123965,0.000066852204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004457388,0.00007757,0.00024109507,0.00031228672,0.00008031187,0.000008777946,0.000107497566,0.000037982594,0.000709276],"category_scores_gemma":[0.00006465348,0.00007231336,0.00006439103,0.00017219059,0.000022426513,0.00014973378,0.000014766013,0.0002343531,4.667981e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007671065,0.00022668196,0.30263582,0.00006671945,0.00003062383,0.000049093767,0.69209105,0.00020472627,0.00041457196,0.000104992534,0.0006618756,0.0027467741],"study_design_scores_gemma":[0.0016420208,0.0003771298,0.8924787,0.00016543767,0.000010595529,0.00008138471,0.104600646,0.00037460317,0.000042950407,0.00003744809,0.000116585914,0.00007250332],"about_ca_topic_score_codex":0.0008093892,"about_ca_topic_score_gemma":0.00082662783,"teacher_disagreement_score":0.5898429,"about_ca_system_score_codex":0.00004709544,"about_ca_system_score_gemma":0.00002687255,"threshold_uncertainty_score":0.77660745},"labels":[],"label_agreement":null},{"id":"W4293277595","doi":"10.1007/s12062-022-09389-z","title":"Ageing and Mental Health in Canada: Perspectives from Law, Policy, and Longitudinal Research","year":2022,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Michael Smith Health Research BC","keywords":"Mental health; Middle Eastern Mental Health Issues & Syndromes; Context (archaeology); Diversity (politics); Life course approach; Mental illness; Mental health law; Gerontology; Paternalism; Psychology; Sociology; Political science; Medicine; Geography; Psychiatry; Law; Social psychology","score_opus":0.07189355714859685,"score_gpt":0.41866952582119765,"score_spread":0.3467759686726008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293277595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9518773,0.0018763713,0.0000015941106,0.045669787,0.00015720759,0.00008089563,0.000009662499,0.0000020562145,0.00032515268],"genre_scores_gemma":[0.998471,0.00040291963,0.00010144814,0.00072579697,0.00025225806,9.243901e-7,0.0000019861407,0.0000040589275,0.000039591727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827516,0.00056458643,0.00028401878,0.0000888742,0.00052352337,0.0002638607],"domain_scores_gemma":[0.9993891,0.00021974568,0.00015710531,0.000031682615,0.000042000316,0.00016035831],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020299698,0.00004064788,0.00015188867,0.00016516834,0.0013282431,0.000059393693,0.00006802814,0.000013476196,0.000058939524],"category_scores_gemma":[0.00023934462,0.00004186411,0.000015633097,0.000216759,0.000049016337,0.00020626186,0.000064888765,0.0003150073,5.2653277e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031987944,0.000019060213,0.90566754,0.000020473783,0.000009894809,0.00009836441,0.04900222,0.00013042077,0.000006288605,0.038078632,0.0007073151,0.006227811],"study_design_scores_gemma":[0.00020974441,0.000022800441,0.9002394,0.000038089027,8.0925525e-7,0.0000055052565,0.092225894,0.000056951714,1.7653153e-7,0.0018595558,0.0053053163,0.00003577168],"about_ca_topic_score_codex":0.9964845,"about_ca_topic_score_gemma":0.9917978,"teacher_disagreement_score":0.046593744,"about_ca_system_score_codex":0.002870114,"about_ca_system_score_gemma":0.0013140255,"threshold_uncertainty_score":0.99997187},"labels":[],"label_agreement":null},{"id":"W4306919509","doi":"10.1007/s12062-022-09380-8","title":"Physical Activity Among Older Women Living in Rural Areas in Canada: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Journal of Population Ageing","topic":"Physical Activity and Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recreation; General partnership; Context (archaeology); Physical activity; Rural area; Grey literature; Psychology; Public relations; Gerontology; Economic growth; Political science; Geography; Medicine; MEDLINE","score_opus":0.07119092157717163,"score_gpt":0.38745681591600556,"score_spread":0.3162658943388339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306919509","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31154585,0.68735373,0.0000041733174,0.000088784574,0.00014553028,0.00080490235,0.0000020405416,0.000005046434,0.000049935217],"genre_scores_gemma":[0.17638183,0.8231536,0.000008739048,0.00009097792,0.00028432542,0.000035441593,0.00000728701,0.00002617738,0.000011590047],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9973075,0.0005454324,0.0009774604,0.00017950444,0.0006315156,0.00035862773],"domain_scores_gemma":[0.99755245,0.00058805844,0.0014698831,0.00015828777,0.000030473764,0.00020082186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009386411,0.0002479652,0.00305217,0.00033237739,0.00006256039,0.000013878438,0.000120834404,0.00006737836,0.0001362894],"category_scores_gemma":[0.0006582301,0.00020926344,0.000317543,0.0006643367,0.000010905574,0.00034386397,0.0000732006,0.0017367047,8.0826055e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012009334,0.0003992914,0.006573165,0.11791552,0.000042565334,0.0005064748,0.00025377513,0.00002230521,3.8140843e-7,0.0000041301705,0.000021959298,0.87424845],"study_design_scores_gemma":[0.00030686613,0.00008775903,0.15227501,0.8439979,0.00020413734,0.00011167579,0.00008189681,0.000157077,6.7861784e-8,0.000013990172,0.002546499,0.0002171327],"about_ca_topic_score_codex":0.20502624,"about_ca_topic_score_gemma":0.27325428,"teacher_disagreement_score":0.8740313,"about_ca_system_score_codex":0.0066013895,"about_ca_system_score_gemma":0.002980293,"threshold_uncertainty_score":0.9972121},"labels":[],"label_agreement":null},{"id":"W4307820415","doi":"10.1007/s12062-022-09395-1","title":"Can Sex Differences in Old Age Disabilities be Attributed to Socioeconomic Conditions? Evidence from a Mapping Review of the Literature","year":2022,"lang":"en","type":"review","venue":"Journal of Population Ageing","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Vetenskapsrådet; Karolinska Institutet; Canadian Institutes of Health Research; Austrian Science Fund","keywords":"Socioeconomic status; Demography; Gerontology; Medicine; Psychology; Population; Sociology","score_opus":0.16835628612107514,"score_gpt":0.4171553651766972,"score_spread":0.24879907905562207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307820415","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016471062,0.9743664,0.000002051328,0.007504316,0.00072679267,0.00067673717,0.00021187897,0.000006446552,0.00003429172],"genre_scores_gemma":[0.010269904,0.9874365,0.000055070606,0.0016235032,0.00026918802,0.000028745464,0.000053548272,0.000011894334,0.0002516618],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99571294,0.0017428541,0.0016168923,0.00017489406,0.0004996021,0.00025280393],"domain_scores_gemma":[0.9957689,0.0022542176,0.0015872434,0.00019938422,0.00007102512,0.00011921279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002346969,0.00018462144,0.0014824896,0.00019849672,0.00039781147,0.00010542142,0.00055203005,0.00013497188,0.0007561591],"category_scores_gemma":[0.003628947,0.000130949,0.0005479728,0.0005322985,0.00007158754,0.00021562057,0.00010104758,0.0006488582,9.736531e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000138456335,0.00015026392,0.22278632,0.26001585,0.00042818993,0.00013021148,0.1477806,0.00006967733,4.6275096e-7,0.005058574,0.008205953,0.35536006],"study_design_scores_gemma":[0.0000817829,0.000016407377,0.07838411,0.3559732,0.00017834583,0.000004410457,0.00649987,0.0000018666143,2.3645791e-8,0.00086385594,0.5577724,0.00022371011],"about_ca_topic_score_codex":0.010166568,"about_ca_topic_score_gemma":0.0057070153,"teacher_disagreement_score":0.54956645,"about_ca_system_score_codex":0.0010755189,"about_ca_system_score_gemma":0.00048599797,"threshold_uncertainty_score":0.9964248},"labels":[],"label_agreement":null},{"id":"W4308112471","doi":"10.1007/s12062-022-09393-3","title":"Correction to: Experiences of Abuse and Neglect of Older Adults in Internally Displaced Persons (IDP) Camp, Lugbe, Abuja, Nigeria","year":2022,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Neglect; Internally displaced person; Psychology; Gerontology; Medicine; Psychiatry; Environmental health; Population","score_opus":0.009112221074685742,"score_gpt":0.28726205409016453,"score_spread":0.2781498330154788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308112471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980041,0.00021324436,0.0001945731,0.000110249595,0.0010994622,0.00013241508,8.478031e-7,0.0000052741,0.00023987656],"genre_scores_gemma":[0.9993874,0.000027489226,0.00018446847,0.000042105756,0.00008604155,0.0000061726387,9.536128e-7,0.0000063456064,0.00025902875],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985333,0.00030454245,0.00048463073,0.00010342634,0.00043993283,0.00013416316],"domain_scores_gemma":[0.9991264,0.00015560687,0.0005084286,0.000057084042,0.000083544655,0.00006895874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000594545,0.000068820555,0.00021362286,0.0003183761,0.00021303952,0.000023625478,0.00014173701,0.000029346846,0.00016239616],"category_scores_gemma":[0.00029902856,0.00006731348,0.00007327127,0.00037322126,0.000035983558,0.00029240668,0.000027158394,0.00020469967,2.21897e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030337652,0.00011991432,0.12135125,0.00001664129,0.000018265056,0.000022064956,0.86774755,0.00068404974,0.0029998617,0.000015397962,0.0010953881,0.005626267],"study_design_scores_gemma":[0.0015938216,0.00091858214,0.50029814,0.0017375207,0.000032892927,0.00003930156,0.49185613,0.0012542355,0.00126984,0.00008062901,0.00066475733,0.00025415604],"about_ca_topic_score_codex":0.003054183,"about_ca_topic_score_gemma":0.0062215063,"teacher_disagreement_score":0.3789469,"about_ca_system_score_codex":0.00011729499,"about_ca_system_score_gemma":0.0000551381,"threshold_uncertainty_score":0.46170315},"labels":[],"label_agreement":null},{"id":"W4308260305","doi":"10.1007/s12062-022-09397-z","title":"A Tale of Two Countries: Changes to Canadian and U.S. Senior Population Projections due to the Pandemic—Implications for Health Care Planning in Canada and Other Western Countries","year":2022,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Global Health Care Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Ministry of Health and Long Term Care","funders":"","keywords":"Pandemic; Demography; Population; Census; Demographics; Health care; Geography; Mortality rate; Population health; Demographic economics; Gerontology; Medicine; Coronavirus disease 2019 (COVID-19); Economic growth; Economics; Sociology","score_opus":0.051924787874455015,"score_gpt":0.43055747172817443,"score_spread":0.3786326838537194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308260305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95729685,0.0006699315,0.00015519638,0.039424974,0.00040961776,0.0014554061,0.000569151,0.000007260816,0.000011619472],"genre_scores_gemma":[0.988696,0.00001320987,0.00040054254,0.010535703,0.00015221299,0.00012782657,0.000028284789,0.000016471966,0.00002977511],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841106,0.00026001356,0.00065755576,0.00013210248,0.00022401186,0.00031526608],"domain_scores_gemma":[0.9985872,0.00027654355,0.00054619036,0.00011020007,0.0002534723,0.00022640037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086582475,0.000092879636,0.00028024224,0.0003321066,0.0011413035,0.000014237898,0.000089427886,0.00003267169,0.000010934871],"category_scores_gemma":[0.00017377612,0.00008198996,0.000015533456,0.00028938748,0.000008383449,0.00008283518,0.00004423507,0.00024518688,2.7231735e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044926917,0.0000025350018,0.96805215,0.00016665546,0.0000066326197,0.0000021113965,0.02512622,0.0032636584,0.0000026445366,0.00017103268,0.002568719,0.00059272966],"study_design_scores_gemma":[0.00036245247,0.000107343774,0.8908889,0.000283905,0.000010745288,0.000026265194,0.019293588,0.000078302604,2.7054986e-7,0.000059038855,0.08881849,0.0000706723],"about_ca_topic_score_codex":0.9893259,"about_ca_topic_score_gemma":0.99969184,"teacher_disagreement_score":0.08624977,"about_ca_system_score_codex":0.0030663826,"about_ca_system_score_gemma":0.0018607228,"threshold_uncertainty_score":0.8778099},"labels":[],"label_agreement":null},{"id":"W4311701728","doi":"10.1007/s12062-022-09405-2","title":"Correction: A Tale of Two Countries: Changes to Canadian and U.S. Senior Population Projections due to the Pandemic—Implications for Health Care Planning in Canada and Other Western Countries","year":2022,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Ministry of Health and Long Term Care","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Political science; Health care; Population; Economic growth; Gerontology; Medicine; Demography; Sociology; Economics","score_opus":0.04957044056997418,"score_gpt":0.321060180537229,"score_spread":0.27148973996725484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311701728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9221086,0.000806485,0.0020787965,0.0728792,0.0006870441,0.00082188955,0.0005697798,0.000004785056,0.000043419957],"genre_scores_gemma":[0.99368656,0.000019984383,0.00016766076,0.005912593,0.000090126836,0.000054762182,0.00001231641,0.000008598622,0.000047371857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992295,0.000029766898,0.00044581172,0.000104924104,0.00004355496,0.00014645794],"domain_scores_gemma":[0.9993513,0.00005779859,0.00037614594,0.000071083516,0.000046241945,0.00009739425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005275632,0.000056907193,0.00019245714,0.0003770902,0.00035165958,0.000029312983,0.000054031607,0.000013484767,0.00000640933],"category_scores_gemma":[0.00007044475,0.000059453043,0.0000141290575,0.00020613227,0.000004681913,0.00007135236,0.00002127877,0.00008519779,1.4542495e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016003383,0.0000031972422,0.9722354,0.000054750693,0.000010870208,9.490555e-7,0.008532536,0.012743543,2.6466594e-7,0.0028389958,0.0014146843,0.0021488084],"study_design_scores_gemma":[0.00019419829,0.000077204175,0.79862225,0.000042465632,0.0000035567994,0.000023349752,0.0024283198,0.00047183892,2.6742964e-7,0.00022467731,0.19784945,0.00006240379],"about_ca_topic_score_codex":0.9892849,"about_ca_topic_score_gemma":0.99893713,"teacher_disagreement_score":0.19643477,"about_ca_system_score_codex":0.0013092259,"about_ca_system_score_gemma":0.00026020594,"threshold_uncertainty_score":0.34235802},"labels":[],"label_agreement":null},{"id":"W4318457293","doi":"10.1007/s12062-023-09411-y","title":"Longevity Science and Women’s Health and Wellbeing","year":2023,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Global Health Care Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Longevity; Gerontology; Vulnerability (computing); Healthy ageing; Health care; Public health; Ageing; Medicine; Psychology; Environmental health; Economic growth; Nursing; Economics","score_opus":0.05878018763180907,"score_gpt":0.46165614392861426,"score_spread":0.40287595629680517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318457293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99394774,0.000535133,0.000032863336,0.0043460373,0.00076632027,0.000180184,0.0000013494749,0.000038853846,0.00015152783],"genre_scores_gemma":[0.99741596,0.00032289582,0.0005678885,0.0013479436,0.00023115691,0.000002610557,0.000001105184,0.000008848197,0.00010161962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979904,0.0002445934,0.0006513525,0.00013346194,0.00051887135,0.00046132016],"domain_scores_gemma":[0.9982479,0.00023112,0.0006402166,0.00008951388,0.00033356846,0.00045767793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005706374,0.000073444324,0.00024228347,0.00038770435,0.0011175262,0.000025444255,0.00008367499,0.000051277933,0.000015850015],"category_scores_gemma":[0.0016818637,0.000063670224,0.000014119211,0.00062093354,0.00006386333,0.00043661371,0.000106354455,0.0003664403,0.000018594412],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007076122,0.00001553409,0.9197543,0.00097016065,0.000010108353,0.00007492229,0.036663745,0.00006822032,0.00040047528,0.0020565307,0.0065756044,0.03333962],"study_design_scores_gemma":[0.00033527435,0.00010063088,0.98342717,0.0004868941,0.0000023791663,0.000015603653,0.0077055143,0.0006176481,0.0000013443865,0.00097057293,0.0062805056,0.000056437893],"about_ca_topic_score_codex":0.00034824442,"about_ca_topic_score_gemma":0.00010946121,"teacher_disagreement_score":0.06367288,"about_ca_system_score_codex":0.00076708227,"about_ca_system_score_gemma":0.00040961354,"threshold_uncertainty_score":0.8595221},"labels":[],"label_agreement":null},{"id":"W4319019072","doi":"10.1007/s12062-023-09410-z","title":"Why I Have Not Taken the COVID-19 Vaccine” a Descriptive Qualitative Study of Older Adults’ Perceived Views of COVID-19 Vaccine Uptake in Nigeria","year":2023,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; Impact","funders":"","keywords":"Vaccination; Coronavirus disease 2019 (COVID-19); Government (linguistics); Medicine; Descriptive statistics; Health care; Qualitative research; Descriptive research; Perception; Environmental health; Gerontology; Psychology; Disease; Virology; Economic growth; Infectious disease (medical specialty); Economics","score_opus":0.11000707228010574,"score_gpt":0.40565488811235956,"score_spread":0.2956478158322538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319019072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98974824,0.00017065076,0.0006526747,0.0082251895,0.00025656028,0.00083126145,0.000009430336,0.000022786095,0.000083230894],"genre_scores_gemma":[0.9978909,0.000116005256,0.00011880703,0.001458468,0.00020913723,0.000013155619,0.000007691435,0.0000190511,0.0001668096],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99502844,0.001992222,0.001610733,0.00023904363,0.00082607404,0.0003034961],"domain_scores_gemma":[0.9962966,0.0010326417,0.001742065,0.00022399792,0.00045514884,0.00024959072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050626607,0.0001924564,0.0006798536,0.00058368576,0.0004162362,0.00005535812,0.0004203317,0.000107038424,0.00035854435],"category_scores_gemma":[0.0057845977,0.00014567864,0.00021817925,0.001115377,0.000015919895,0.00055818714,0.00006419392,0.00032769388,0.000004038403],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005017316,0.00028028662,0.1379827,0.00007911424,0.00007860864,0.00009939496,0.8533846,0.0018153801,0.00028123206,0.00014711563,0.0049342737,0.0004155437],"study_design_scores_gemma":[0.0026022042,0.0002652405,0.49886355,0.000110707115,0.000046324672,0.0000033609033,0.4961076,0.00013096438,0.000005647862,0.00060137594,0.00115259,0.00011044026],"about_ca_topic_score_codex":0.015135849,"about_ca_topic_score_gemma":0.105918296,"teacher_disagreement_score":0.36088085,"about_ca_system_score_codex":0.0005117783,"about_ca_system_score_gemma":0.00037137343,"threshold_uncertainty_score":0.9914225},"labels":[],"label_agreement":null},{"id":"W4387772877","doi":"10.1007/s12062-023-09430-9","title":"Barriers in Health and Social Care Access and Systems Navigation among Older Adults without Advocates: A Scoping Literature Review and Framework Synthesis","year":2023,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Toronto Rehabilitation Institute; University of Alberta; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; PsycINFO; Psychological intervention; Service delivery framework; Nursing; Population; Psychology; Medicine; MEDLINE; Public relations; Service (business); Political science; Business; Environmental health","score_opus":0.03923514058955164,"score_gpt":0.40802148376561637,"score_spread":0.36878634317606473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387772877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453747,0.040311847,0.00003299014,0.013691615,0.00016628785,0.0003818584,0.00000230981,0.000022284046,0.00001606331],"genre_scores_gemma":[0.971057,0.028282575,0.00006567108,0.0003924178,0.00017562172,0.0000083677305,0.0000057197735,0.0000079808215,0.0000046684277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848723,0.00043223257,0.00053043047,0.00012632378,0.00026418752,0.00015958954],"domain_scores_gemma":[0.99895746,0.00014178574,0.0005198699,0.000035889294,0.00020723617,0.00013777752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015557241,0.000077699166,0.0002825601,0.00021404012,0.00043139356,0.0002205961,0.000057206893,0.00012292186,0.000002726767],"category_scores_gemma":[0.00081334676,0.00007224421,0.000019086207,0.000564144,0.000043852244,0.00060629507,0.000019861485,0.00026307997,1.2160775e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000163913,0.0000047298,0.7334156,0.021839239,0.0000152023695,0.000029696768,0.19380753,0.000012274777,8.574768e-7,0.0027212382,0.00006374741,0.04807352],"study_design_scores_gemma":[0.0003570203,0.000035939633,0.67455846,0.2085109,0.000021089127,0.000012743492,0.1153687,0.00025087575,5.694186e-7,0.0003702674,0.00031919946,0.00019420157],"about_ca_topic_score_codex":0.00039268006,"about_ca_topic_score_gemma":0.0006889701,"teacher_disagreement_score":0.18667167,"about_ca_system_score_codex":0.000108917484,"about_ca_system_score_gemma":0.00012087995,"threshold_uncertainty_score":0.33179742},"labels":[],"label_agreement":null},{"id":"W4391187845","doi":"10.1007/s12062-024-09443-y","title":"An Exploration of the Impact of Academic Strike Actions on Older Adult Lecturers in Nigeria","year":2024,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Sociology; Gerontology; Socioeconomics; Demographic economics; Medical education; Economics; Medicine","score_opus":0.10705434115188937,"score_gpt":0.48153871214956145,"score_spread":0.37448437099767207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391187845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969762,0.000097840646,0.0003491547,0.0015500284,0.00066521286,0.00018634365,0.000004097627,0.000009314738,0.0001618307],"genre_scores_gemma":[0.99956924,0.000059989332,0.000026312342,0.000044575318,0.00022590929,0.0000033836232,0.0000040653413,0.0000102029135,0.000056345838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864525,0.0002657476,0.0006914091,0.00006550032,0.00021947926,0.00011263263],"domain_scores_gemma":[0.9990731,0.0001434579,0.0005179397,0.00008741029,0.00014885246,0.000029236095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045906488,0.00007408893,0.00017939221,0.00026133738,0.00014913634,0.0000048661404,0.00007947006,0.000097405675,0.00005896549],"category_scores_gemma":[0.00022831526,0.000044197637,0.00012052527,0.00032885064,0.0000143791385,0.00059388444,0.000013863742,0.0006108174,0.0000013581681],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014830906,0.00009013453,0.92813176,0.0001626184,0.00010459898,0.000005349189,0.030335132,0.021293813,0.011313788,0.0017165064,0.001846472,0.0048515457],"study_design_scores_gemma":[0.00032122087,0.00016252088,0.9919811,0.0013104569,0.00002095862,9.115635e-7,0.0029229023,0.00060584384,0.00017105453,0.0024116645,0.000044523775,0.00004687834],"about_ca_topic_score_codex":0.00034293244,"about_ca_topic_score_gemma":0.00030845415,"teacher_disagreement_score":0.06384933,"about_ca_system_score_codex":0.00019802568,"about_ca_system_score_gemma":0.00008529996,"threshold_uncertainty_score":0.26537317},"labels":[],"label_agreement":null},{"id":"W4395077222","doi":"10.1007/s12062-024-09448-7","title":"Contextual Action Theory in Nursing Home Settings: A Conceptual Framework for Considering the Active Role of Residents","year":2024,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of British Columbia; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Personhood; Conceptual framework; Perspective (graphical); Rationality; Action (physics); Citizenship; Nursing homes; Psychology; Action research; Cognition; Nursing; Sociology; Gerontology; Social psychology; Medicine; Epistemology; Political science; Social science; Pedagogy","score_opus":0.04695081235077321,"score_gpt":0.43061662689322355,"score_spread":0.38366581454245036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395077222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845314,0.0017418555,0.009781856,0.0010908074,0.0022850113,0.00036615177,0.0000076935885,0.00002129333,0.00017394222],"genre_scores_gemma":[0.99788916,0.000024638748,0.0012890557,0.000070771166,0.00064925617,0.0000075164985,0.000004567016,0.000019136825,0.000045912537],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99827486,0.0004319514,0.00074901467,0.00010574838,0.00023330972,0.00020511508],"domain_scores_gemma":[0.9963374,0.0027488926,0.0006150243,0.00008611007,0.00017393118,0.00003861936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001351762,0.000091382506,0.00026649027,0.00026348754,0.00024490603,0.000022853439,0.00008367094,0.00014860743,0.000046616144],"category_scores_gemma":[0.0010945129,0.00006796637,0.00012535953,0.00023739439,0.000055431152,0.00029498484,0.000014730904,0.00068340806,0.0000019978993],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028970984,0.00013031057,0.022342114,0.00070434227,0.00027904063,0.00005701202,0.43299317,0.001223881,0.010659674,0.17088786,0.0035967587,0.35422876],"study_design_scores_gemma":[0.0010246781,0.00017606399,0.3272957,0.009919749,0.00015102462,0.000027372786,0.3521377,0.00081303396,0.00048710097,0.3073028,0.00051228225,0.00015249617],"about_ca_topic_score_codex":0.000126529,"about_ca_topic_score_gemma":0.00004666004,"teacher_disagreement_score":0.35407627,"about_ca_system_score_codex":0.00034546535,"about_ca_system_score_gemma":0.00013657511,"threshold_uncertainty_score":0.29691058},"labels":[],"label_agreement":null},{"id":"W4407110735","doi":"10.1007/s12062-025-09478-9","title":"Barrier Normalization Among Older Adults’ Perceptions of Senior Centre Accessibility","year":2025,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Social Sciences and Humanities Research Council","keywords":"Psychology; Gerontology; Normalization (sociology); Perception; Medicine; Sociology; Social science","score_opus":0.007186522754851305,"score_gpt":0.30062308019033585,"score_spread":0.2934365574354845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407110735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928336,0.000040247454,0.0048293015,0.0008294202,0.0004065339,0.00016976529,0.0000025771342,0.00004091998,0.0008475933],"genre_scores_gemma":[0.9984923,0.000022969421,0.0009711709,0.000042015352,0.000089298475,9.2458004e-7,0.0000043382893,0.0000054364077,0.0003715403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857235,0.00020545495,0.00062154105,0.00011635827,0.00032990685,0.00015440834],"domain_scores_gemma":[0.99866796,0.00006925697,0.0005940085,0.00013671326,0.0004705066,0.000061538456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068352564,0.00007579651,0.00018862044,0.00033745085,0.00028562342,0.00003718535,0.00021484756,0.00015927677,0.00025197625],"category_scores_gemma":[0.00091996195,0.00007228099,0.000114760536,0.0005633117,0.000120958575,0.0007230707,0.000034835517,0.00018887973,0.000001600146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013117072,0.000045941088,0.9810084,0.000029781673,0.000017001505,0.0000036088074,0.009022975,0.00014522072,0.00016359212,0.0010637796,0.00020691346,0.008279684],"study_design_scores_gemma":[0.0004080014,0.0000075432317,0.986567,0.00033948247,0.00003678781,7.6124707e-7,0.011218332,0.00034882085,0.00012486945,0.0007268952,0.00016202059,0.000059478705],"about_ca_topic_score_codex":0.001029975,"about_ca_topic_score_gemma":0.00455587,"teacher_disagreement_score":0.008220205,"about_ca_system_score_codex":0.00016196398,"about_ca_system_score_gemma":0.00009268499,"threshold_uncertainty_score":0.29475334},"labels":[],"label_agreement":null},{"id":"W4410412989","doi":"10.1007/s12062-025-09483-y","title":"Facilitators and Barriers for the Social Participation of Baby Boomers in Quebec, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Ministère de l’Emploi et de la Solidarité Sociale (Québec); Recyc PHP (Canada); Université du Québec à Trois-Rivières; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Ministerio de Universidades; Fonds de Recherche du Québec - Santé; Fonds de Recherche du Québec-Société et Culture; Mitacs; Réseau québécois de recherche sur le vieillissement","keywords":"Baby boomers; Gerontology; Psychology; Demographic economics; Sociology; Political science; Medicine; Economics","score_opus":0.05647485428666712,"score_gpt":0.4278615272283007,"score_spread":0.3713866729416336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410412989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97671497,0.0005279187,0.00035919537,0.02165256,0.00039271146,0.00012954406,0.0000018973973,0.000002178737,0.00021902978],"genre_scores_gemma":[0.99936974,0.00009683949,0.00013621434,0.00013236757,0.00006137186,0.0000075244793,9.529681e-7,0.0000016750874,0.00019331099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990863,0.00029912635,0.0003510328,0.000040935873,0.00013688266,0.000085731685],"domain_scores_gemma":[0.9984345,0.0010002397,0.00030801934,0.00004703432,0.00018596214,0.00002424562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014069832,0.00003604843,0.00011930978,0.00007617765,0.00051403523,0.00001469086,0.000098796794,0.00003480439,0.0000078091125],"category_scores_gemma":[0.0024493206,0.000030365245,0.000032561977,0.0001878787,0.00015264438,0.00013136698,0.000013200612,0.0000789674,2.1772392e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020912954,0.000010705804,0.85877234,0.000025602041,0.00007713194,1.9467231e-7,0.10172332,0.0004810422,0.000039386894,0.024574583,0.004136173,0.010138615],"study_design_scores_gemma":[0.00017151744,0.0000039326833,0.8601441,0.00001971335,0.000022962377,2.7084582e-8,0.1270644,0.00006158244,0.000004690328,0.0011655312,0.011312616,0.000028955772],"about_ca_topic_score_codex":0.59892917,"about_ca_topic_score_gemma":0.9520632,"teacher_disagreement_score":0.35313404,"about_ca_system_score_codex":0.00026995747,"about_ca_system_score_gemma":0.00042922946,"threshold_uncertainty_score":0.4037416},"labels":[],"label_agreement":null},{"id":"W4415568769","doi":"10.1007/s12062-025-09502-y","title":"Financial Abuse Vulnerability and Physical Performance/Mobility Limitation in Older People: Findings from the International Mobility in Aging Study-IMIAS","year":2025,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Vulnerability (computing); Socioeconomic status; Mediation; Depressive symptoms; Longitudinal study; Poison control; Physical activity; Injury prevention; Occupational safety and health","score_opus":0.01884338410889708,"score_gpt":0.327128851795238,"score_spread":0.3082854676863409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415568769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980984,0.000054590397,0.00006800651,0.0011412104,0.00028795376,0.0002808609,9.67413e-7,0.000007416776,0.000060613835],"genre_scores_gemma":[0.99956375,0.00007154184,0.000053904692,0.000111681155,0.00017478873,0.0000068120303,0.0000027098479,0.0000029721136,0.000011856115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845123,0.0003906948,0.00048268843,0.00017078947,0.00036551547,0.00013907714],"domain_scores_gemma":[0.9988998,0.0006927513,0.00017183562,0.00009827553,0.0001116605,0.0000256696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022876116,0.00008153697,0.00019799739,0.00015037447,0.00024695825,0.00009318308,0.0001885579,0.000055635897,0.000015058234],"category_scores_gemma":[0.0012065716,0.00006616936,0.000054346827,0.0004738402,0.000047721576,0.0006300948,0.000036167417,0.00039612944,5.1472796e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040662642,0.0002959384,0.91425675,0.0000062644767,0.0000066913785,0.000003109565,0.07956431,0.00052633445,0.00007160436,0.000064137115,0.000018130406,0.005146093],"study_design_scores_gemma":[0.0006987603,0.000026464326,0.9888628,0.00018495918,0.000013370914,2.6197492e-7,0.0060241357,0.0018965864,0.000024382885,0.0021816627,0.000029237255,0.00005735299],"about_ca_topic_score_codex":0.0045855315,"about_ca_topic_score_gemma":0.049772657,"teacher_disagreement_score":0.0746061,"about_ca_system_score_codex":0.0003238677,"about_ca_system_score_gemma":0.00010140178,"threshold_uncertainty_score":0.9675665},"labels":[],"label_agreement":null},{"id":"W7117356851","doi":"10.1007/s12062-025-09518-4","title":"Impact of Social Networks and Support on the Wellbeing of Adults and Older Adults in Refugee Situations: A Scoping Review","year":2025,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of New Brunswick","funders":"","keywords":"Refugee; Social support; Mental health; Harm; Ethnic group; Elder abuse; Psychological resilience; Social network (sociolinguistics)","score_opus":0.018179716293044622,"score_gpt":0.381678468293997,"score_spread":0.3634987520009524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117356851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933008,0.0050583337,0.00035423,0.00064843794,0.00010767689,0.00036414404,0.0000013368523,0.0000023040714,0.00016273679],"genre_scores_gemma":[0.9985243,0.0010771222,0.000069464484,0.00024203048,0.00005950042,0.0000037352759,0.0000051264774,0.000004674834,0.000014036171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866813,0.00019329188,0.0008234902,0.00008769394,0.00011954498,0.000107837215],"domain_scores_gemma":[0.998843,0.00021163607,0.00072638335,0.000075680524,0.000112233465,0.00003104672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008870079,0.00007286332,0.00027404042,0.00018587353,0.00007470223,0.000008308993,0.000046569075,0.00006230938,0.00007758924],"category_scores_gemma":[0.00020612073,0.00005246721,0.00006788126,0.00024153428,0.000018939832,0.00009713539,0.000009596384,0.00017976685,2.3594356e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015189617,0.00038338453,0.7673217,0.0072693992,0.0002261585,0.000030129107,0.02998387,0.00095054007,0.00004015765,0.009064929,0.002104128,0.18110663],"study_design_scores_gemma":[0.00090348854,0.000110454566,0.97679996,0.021209525,0.000029044091,0.000007855571,0.00031204705,0.00041894746,0.0000013375915,0.00016574844,0.000004078747,0.000037499376],"about_ca_topic_score_codex":0.00020223674,"about_ca_topic_score_gemma":0.00036621193,"teacher_disagreement_score":0.20947826,"about_ca_system_score_codex":0.00003341491,"about_ca_system_score_gemma":0.000048915506,"threshold_uncertainty_score":0.21395507},"labels":[],"label_agreement":null}]}