{"meta":{"query_hash":"33c06f2a4f99","filters":{"venue":"Journal of Geriatric Medicine and Gerontology"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/33c06f2a4f99","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Geriatric+Medicine+and+Gerontology"},"results":[{"id":"W2761398520","doi":"10.23937/2469-5858/1510032","title":"Toward Developing a Novel Neurocognitive Frailty Index in the Elderly","year":2017,"lang":"en","type":"article","venue":"Journal of Geriatric Medicine and Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Moncton","funders":"","keywords":"Vulnerability (computing); Gerontology; Institutionalisation; Neurocognitive; Quality of life (healthcare); Intervention (counseling); Index (typography); Frailty Index; Developing country; Psychology; Medicine; Cognition; Economic growth; Nursing; Psychiatry; Computer science; Computer security","score_opus":0.13334409137946676,"score_gpt":0.36954677448063805,"score_spread":0.2362026831011713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761398520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86878145,0.00803427,0.10278041,0.003501237,0.00080463657,0.001844623,0.0029246039,0.0005840821,0.010744692],"genre_scores_gemma":[0.8203226,0.0028167178,0.16943555,0.00092313695,0.00040195606,0.0016433711,0.0023642234,0.000050686198,0.002041903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917233,0.0003329005,0.00012799511,0.00013721555,0.00018341308,0.000046051442],"domain_scores_gemma":[0.9975313,0.0008377195,0.00039970613,0.00010022168,0.0009738046,0.00015728487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004204515,0.0011100845,0.0010620812,0.0016841888,0.00035367656,0.0022453547,0.0008508113,0.0008187992,0.0010882568],"category_scores_gemma":[0.009232145,0.00026869515,0.0008086058,0.0009753737,0.00023447046,0.0014413169,0.0008182661,0.0013276485,0.0006010159],"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":[0.0015081587,0.0016126708,0.65550524,0.00063748227,0.0010448438,0.00020503387,0.0005068828,0.004485496,0.010809865,0.002256189,0.0062745837,0.3151535],"study_design_scores_gemma":[0.0005790747,0.006465061,0.7964603,0.0011038962,0.0021319247,0.001426701,0.0018903465,0.13945739,0.01218756,0.013810163,0.024171751,0.00031577004],"about_ca_topic_score_codex":0.0028394961,"about_ca_topic_score_gemma":0.0059750513,"teacher_disagreement_score":0.004204515,"about_ca_system_score_codex":0.0006545706,"about_ca_system_score_gemma":0.0010617145,"threshold_uncertainty_score":0.02223587},"labels":[],"label_agreement":null},{"id":"W3022580342","doi":"10.23937/2469-5858/1510087","title":"The Predictive Status of the Neurocognitive Frailty Index in a Canadian Sample of Elderly with Hypertension","year":2020,"lang":"en","type":"article","venue":"Journal of Geriatric Medicine and Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Université de Moncton","funders":"","keywords":"Neurocognitive; Frailty Index; Medicine; Gerontology; Cognition; Cognitive decline; Cognitive impairment; Index (typography); Psychiatry; Internal medicine; Dementia; Disease","score_opus":0.039641329054767985,"score_gpt":0.2782330130206825,"score_spread":0.23859168396591451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022580342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99477404,0.0007365112,0.00007154218,0.00035007676,0.000022767459,0.000036311518,0.001810655,0.00000552252,0.0021924851],"genre_scores_gemma":[0.9984169,0.00037922975,0.00008665712,0.00009167616,0.000012173846,0.000009009329,0.0007471124,0.0000017454425,0.00025553667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995185,0.000031202075,0.00003077851,0.00006447457,0.0002200905,0.00013503018],"domain_scores_gemma":[0.9988586,0.0000797974,0.00020187636,0.00004595657,0.0005019757,0.0003118759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008160041,0.00032767083,0.00034901744,0.0012376562,0.0018851757,0.00090605067,0.0009368798,0.0004123378,0.0012636803],"category_scores_gemma":[0.0036851119,0.00018354169,0.0004671697,0.0021953178,0.00048460645,0.0003133872,0.00064875156,0.0007535657,0.00014821744],"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":[0.00006066866,0.000021187432,0.99702114,0.000012159042,0.000037128193,0.000051846157,0.00023520428,0.00004188723,0.000080246464,0.000050547478,0.0005450929,0.0018429188],"study_design_scores_gemma":[0.0000027324834,0.000009336199,0.9992453,0.000010542004,0.0000130087765,0.000042246145,0.00026240924,0.00014268603,0.000014112964,0.0000152323155,0.00023825305,0.000004128517],"about_ca_topic_score_codex":0.9636607,"about_ca_topic_score_gemma":0.9651643,"teacher_disagreement_score":0.036339283,"about_ca_system_score_codex":0.005716457,"about_ca_system_score_gemma":0.007958564,"threshold_uncertainty_score":0.07310653},"labels":[],"label_agreement":null},{"id":"W3155068803","doi":"10.23937/2469-5858/1510108","title":"Left Out in the Cold: Dementia Care Partners during COVID-19","year":2021,"lang":"en","type":"article","venue":"Journal of Geriatric Medicine and Gerontology","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NOSM University","funders":"","keywords":"Visitor pattern; Coronavirus disease 2019 (COVID-19); Dementia; Medicine; Palliative care; 2019-20 coronavirus outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Globe; Medical emergency; Coronavirus; Pneumonia; Disease; Nursing; Emergency medicine; Infectious disease (medical specialty); Virology","score_opus":0.09901849003174762,"score_gpt":0.45883079750864586,"score_spread":0.35981230747689824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155068803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9032989,0.007593152,0.0005069558,0.053236417,0.0015990004,0.00010705375,0.00049276435,0.00009059922,0.033075165],"genre_scores_gemma":[0.9803287,0.0027019805,0.00033196612,0.011815697,0.00030772787,0.00004177293,0.00018808553,0.000033134886,0.0042509255],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99622536,0.0014270927,0.000147771,0.00015568097,0.00045323055,0.0015909199],"domain_scores_gemma":[0.9949189,0.0004979451,0.0008577312,0.00008789904,0.0004997675,0.0031377692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026605104,0.0002617682,0.00058543193,0.00059691333,0.012569108,0.005316306,0.0010089653,0.0019823075,0.010622301],"category_scores_gemma":[0.007899007,0.0006536324,0.00047318335,0.0007780441,0.002041796,0.0044478644,0.007479338,0.005719306,0.0011725192],"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":[0.0003870745,0.0005374174,0.46098688,0.000387697,0.00009764844,0.01970595,0.33399567,0.00008804873,0.00060593925,0.0036493498,0.112710126,0.06684814],"study_design_scores_gemma":[0.00002831366,0.00030203382,0.09161137,0.00097614795,0.000043494692,0.009551537,0.8409151,0.00017725104,0.0001312677,0.0014494394,0.054723985,0.00009000843],"about_ca_topic_score_codex":0.06053407,"about_ca_topic_score_gemma":0.13796115,"teacher_disagreement_score":0.06053407,"about_ca_system_score_codex":0.0038625945,"about_ca_system_score_gemma":0.0058415527,"threshold_uncertainty_score":0.120363414},"labels":[],"label_agreement":null},{"id":"W4316669519","doi":"10.23937/2469-5858/1510140","title":"Policy Issues Affecting the Health of Older Individuals in the United States","year":2022,"lang":"en","type":"article","venue":"Journal of Geriatric Medicine and Gerontology","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"South Health Campus; Alberta Health Services","funders":"","keywords":"Environmental health; Political science; Psychology; Gerontology; Medicine","score_opus":0.1835382704346586,"score_gpt":0.47888791016156135,"score_spread":0.29534963972690276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316669519","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038487125,0.03263376,0.00049840607,0.85124815,0.0050852983,0.00011797372,0.000565445,0.000055216027,0.07130863],"genre_scores_gemma":[0.46759534,0.05852198,0.0034234282,0.43603665,0.0062750406,0.00043636427,0.0005703113,0.000029865763,0.027110975],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99301755,0.003698189,0.00059112755,0.00021850226,0.0011711484,0.001303476],"domain_scores_gemma":[0.9828183,0.009677961,0.0016518886,0.00034219617,0.0025468732,0.0029628694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01198746,0.0003426967,0.0004315042,0.001134356,0.004251703,0.0070090704,0.0012592132,0.011420886,0.004679188],"category_scores_gemma":[0.019679487,0.00030292198,0.0005981489,0.0012256404,0.0018901475,0.0029163875,0.002903409,0.005261526,0.0006446569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003275804,0.00089808885,0.0448242,0.0016417602,0.00018630017,0.0024671431,0.01275448,0.0033458069,0.002170261,0.2455549,0.504573,0.18125646],"study_design_scores_gemma":[0.0001462874,0.00045605956,0.06983355,0.0063976874,0.00023363512,0.000581819,0.029488655,0.0021918225,0.001491027,0.063756965,0.8251922,0.00023028137],"about_ca_topic_score_codex":0.04299753,"about_ca_topic_score_gemma":0.058272123,"teacher_disagreement_score":0.04299753,"about_ca_system_score_codex":0.0053104344,"about_ca_system_score_gemma":0.022334851,"threshold_uncertainty_score":0.08549452},"labels":[],"label_agreement":null}]}