{"meta":{"query_hash":"c0f6059c5e0c","filters":{"venue":"Gerontology & Geriatrics Studies"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/c0f6059c5e0c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Gerontology+%26+Geriatrics+Studies"},"results":[{"id":"W2803517255","doi":"10.31031/ggs.2017.01.000504","title":"Enhancing Older Adults’ Social Connectedness through Digital Games","year":2017,"lang":"en","type":"article","venue":"Gerontology & Geriatrics Studies","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Social connectedness; Gerontology; Geriatrics; Psychology; Medical education; Sociology; Library science; Medicine; Social psychology; Computer science; Psychiatry","score_opus":0.051602151889348406,"score_gpt":0.358521577064917,"score_spread":0.3069194251755686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803517255","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":[0.9743594,0.000951227,0.0011513425,0.0018735657,0.0002512787,0.00037774385,0.00022517236,0.00022526193,0.020585082],"genre_scores_gemma":[0.9818772,0.0016031332,0.006415536,0.0007432949,0.000105049694,0.0005058354,0.00023720117,0.00002488139,0.008487954],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996649,0.00011076027,0.00002274263,0.000037852562,0.00006365561,0.000100108235],"domain_scores_gemma":[0.9990381,0.0003346334,0.000069026144,0.000030035317,0.000062917796,0.00046528102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008094932,0.0006204518,0.0004260852,0.00088549854,0.000712113,0.0016508711,0.0004390713,0.0005922791,0.007867567],"category_scores_gemma":[0.0039403467,0.00014284288,0.0007186873,0.00024829755,0.00025436512,0.00080402003,0.001723627,0.0006470069,0.0010915322],"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":[0.0025263447,0.042789828,0.07619561,0.0022306156,0.00071230595,0.00047818743,0.010929178,0.0010168216,0.00998074,0.002433178,0.03317033,0.8175369],"study_design_scores_gemma":[0.003424681,0.029968929,0.7903352,0.0019732108,0.002146071,0.0007614976,0.018536031,0.009034694,0.0050850213,0.015488581,0.12297713,0.00026902097],"about_ca_topic_score_codex":0.0016699098,"about_ca_topic_score_gemma":0.005061403,"teacher_disagreement_score":0.007867567,"about_ca_system_score_codex":0.0002961993,"about_ca_system_score_gemma":0.00045819214,"threshold_uncertainty_score":0.026319683},"labels":[],"label_agreement":null},{"id":"W4404829505","doi":"10.31031/ggs.2024.09.000702","title":"Suggestion for Implementing M-Skin Healthcare for the Elderly Population in Bangladesh","year":2024,"lang":"en","type":"article","venue":"Gerontology & Geriatrics Studies","topic":"Intergenerational Family Dynamics and Caregiving","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":"SKiN Health","funders":"","keywords":"Health care; Medicine; Business; Nursing; Economic growth; Economics","score_opus":0.06577457947987617,"score_gpt":0.3960329475246228,"score_spread":0.3302583680447466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404829505","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031573914,0.003120369,0.0027711375,0.91805345,0.0073544006,0.0018132828,0.00044339255,0.00030311002,0.034566905],"genre_scores_gemma":[0.3505453,0.011359505,0.06464879,0.43125674,0.0047080857,0.005388938,0.0009971609,0.00012879354,0.1309667],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997795,0.0010968727,0.00020375251,0.00014388168,0.00023979538,0.0005207152],"domain_scores_gemma":[0.99212426,0.00092536694,0.0003729113,0.00018216326,0.0018039049,0.004591505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034856396,0.00035700944,0.0002579695,0.0007303474,0.0020562273,0.0023540938,0.0021082398,0.0062032146,0.033207547],"category_scores_gemma":[0.010301613,0.0002199861,0.00074908906,0.00054218626,0.0008130005,0.002149704,0.0034137163,0.0033957697,0.0037607981],"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":[0.00029908755,0.0013977604,0.030551752,0.0030055726,0.00006738634,0.008285556,0.007481519,0.00070832076,0.005333745,0.013912316,0.7362352,0.19272172],"study_design_scores_gemma":[0.00045003917,0.0010813895,0.07124326,0.0047805146,0.00018807528,0.0029153181,0.057401914,0.00089089276,0.0024718812,0.012214349,0.846138,0.00022449273],"about_ca_topic_score_codex":0.012409114,"about_ca_topic_score_gemma":0.019495435,"teacher_disagreement_score":0.033207547,"about_ca_system_score_codex":0.0019584685,"about_ca_system_score_gemma":0.027227279,"threshold_uncertainty_score":0.1110903},"labels":[],"label_agreement":null}]}