{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"7ab171106351","filters":{"venue":"Life Medicine"}},"results":[{"id":"W4386274160","doi":"10.1093/lifemedi/lnad033","title":"A framework of biomarkers for vascular aging: a consensus statement by the Aging Biomarker Consortium","year":2023,"lang":"en","type":"article","venue":"Life Medicine","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"National Key Research and Development Program of China","keywords":"Biomarker; Statement (logic); Medicine; Political science; Biology","authors":[{"name":"Le Zhang","is_ca":false},{"name":"Jun Guo","is_ca":false},{"name":"Yuehong Liu","is_ca":false},{"name":"Shimin Sun","is_ca":false},{"name":"Baohua Liu","is_ca":false},{"name":"Qi Yang","is_ca":false},{"name":"Jun Tao","is_ca":false},{"name":"Xiao‐Li Tian","is_ca":true},{"name":"Jun Pu","is_ca":false},{"name":"Huashan Hong","is_ca":false},{"name":"Miao Wang","is_ca":false},{"name":"Hou‐Zao Chen","is_ca":false},{"name":"Jie Ren","is_ca":false},{"name":"Xiaoming Wang","is_ca":false},{"name":"Zhen Liang","is_ca":false},{"name":"Yuan Wang","is_ca":false},{"name":"Kai Huang","is_ca":false},{"name":"Weiqi Zhang","is_ca":false},{"name":"Jing Qu","is_ca":false},{"name":"Zhenyu Ju","is_ca":false},{"name":"Guang‐Hui Liu","is_ca":false},{"name":"Gang Pei","is_ca":false},{"name":"Jian Li","is_ca":false},{"name":"Cuntai Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04306001673726592,"gpt":0.3569901474430585,"spread":0.3139301307057926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002264266,0.0001852971,0.0005541987,0.0002024103,0.0001246535,0.000006288763,0.00009606285,0.00008680065,0.0001136658],"category_scores_gemma":[0.002402245,0.0001215578,0.0003872856,0.0006796924,0.0003007808,0.00001747925,0.00004522868,0.0001355992,0.00001585408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004933411,"about_ca_system_score_gemma":0.0002145974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002048271,"about_ca_topic_score_gemma":0.000003183324,"domain_scores_codex":[0.9977636,0.0001581873,0.0006819684,0.000323068,0.000644178,0.000428984],"domain_scores_gemma":[0.9979166,0.0006738412,0.0001968598,0.0005908827,0.0002065255,0.000415297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002487151,0.0003625785,0.02260164,0.006769507,0.007393566,0.0001286084,0.002388299,0.00002954907,0.01417809,0.0009513239,0.8869897,0.05571999],"study_design_scores_gemma":[0.03831434,0.0008999861,0.1636375,0.005728873,0.007539081,0.0001265133,0.01121947,0.008024083,0.002300688,0.004127007,0.7572747,0.0008077821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8007556,0.04062421,0.0348424,0.1155498,0.001641279,0.005117726,0.00017429,0.0003943911,0.0009002819],"genre_scores_gemma":[0.9928449,0.00086874,0.0008004111,0.004082634,0.0003958437,0.0002607477,0.0003591602,0.00004688861,0.0003406173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1920893,"threshold_uncertainty_score":0.4956983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283704486","doi":"10.1093/lifemedi/lnac013","title":"Single-cell immune atlas for human aging and frailty","year":2022,"lang":"en","type":"article","venue":"Life Medicine","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences North","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Aging; National Institutes of Health; Milstein Medical Asian American Partnership Foundation","keywords":"Atlas (anatomy); Immune system; Gerontology; Biology; Medicine; Immunology; Anatomy","authors":[{"name":"Sean X. Leng","is_ca":false},{"name":"Graham Pawelec","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03192155163105016,"gpt":0.2619010041612978,"spread":0.2299794525302477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002032364,0.0001199356,0.0001712538,0.00003575539,0.0002741277,0.000007279713,0.0001307825,0.00004637935,0.000074626],"category_scores_gemma":[0.00005617723,0.000110729,0.0000482078,0.00005279644,0.00009360414,0.000001500633,0.00008521948,0.000103285,5.597505e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001058975,"about_ca_system_score_gemma":0.00002181573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008027266,"about_ca_topic_score_gemma":0.0000142955,"domain_scores_codex":[0.9992028,0.00003407535,0.0002022335,0.0002570529,0.000115808,0.0001880554],"domain_scores_gemma":[0.9996032,0.00002072018,0.00006183209,0.0001931791,0.00003214245,0.00008898159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005983566,0.00007495711,0.001747733,0.00004026382,0.00002090016,0.000001803038,0.0001990573,0.00001297107,0.9941291,0.00008511246,0.002582746,0.001045564],"study_design_scores_gemma":[0.006134633,0.003674506,0.001604531,0.00003334869,0.00008440562,0.00002512481,0.0009506767,0.0002014872,0.3694813,0.0004015444,0.6169778,0.0004306865],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905223,0.003882552,0.002045745,0.00132176,0.0003763312,0.0002132272,0.00001850477,0.00001767209,0.001601898],"genre_scores_gemma":[0.9954771,0.0000445943,0.0002245446,0.001238313,0.0005877913,0.00003600664,0.0002657702,0.00002593855,0.002099916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6246477,"threshold_uncertainty_score":0.4515398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405264758","doi":"10.1093/lifemedi/lnae043","title":"DDO1002, an NRF2–KEAP1 inhibitor, improves hematopoietic stem cell aging and stress response","year":2024,"lang":"en","type":"article","venue":"Life Medicine","topic":"Genomics, phytochemicals, and oxidative stress","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"National Key Research and Development Program of China; Natural Science Foundation of Zhejiang Province; Hangzhou Normal University; National Natural Science Foundation of China","keywords":"Haematopoiesis; Stem cell; KEAP1; Fight-or-flight response; Cell biology; Biology; Genetics; Gene","authors":[{"name":"Yuwen Li","is_ca":false},{"name":"A H Wu","is_ca":false},{"name":"Xinrong Jin","is_ca":false},{"name":"Chenyan Zhao","is_ca":false},{"name":"Xiao Yi","is_ca":false},{"name":"Hui Nie","is_ca":false},{"name":"Mingwei Wang","is_ca":false},{"name":"Shouchun Yin","is_ca":false},{"name":"Hongna Zuo","is_ca":false},{"name":"Zhenyu Ju","is_ca":true},{"name":"Zhenyu Jiang","is_ca":false},{"name":"Hu Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009988876877998272,"gpt":0.2566323008977516,"spread":0.2466434240197534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003616684,0.0002418293,0.0002560516,0.00007844314,0.00007244689,0.00004346659,0.0001749831,0.0001413033,0.00002237579],"category_scores_gemma":[0.00008431061,0.0001992158,0.00004855885,0.00009089542,0.0002519253,0.000009135272,0.0001390127,0.0001718741,0.000008871406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001431011,"about_ca_system_score_gemma":0.00008364746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001702092,"about_ca_topic_score_gemma":0.000007203024,"domain_scores_codex":[0.998558,0.0001161615,0.0002946217,0.0005750493,0.0001623585,0.0002938301],"domain_scores_gemma":[0.9991267,0.00006842231,0.00005935131,0.0003964601,0.0000622482,0.0002867891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001946497,0.00003909921,0.0006282695,0.0002730619,0.00003562096,0.00002037288,0.001035891,0.000002206103,0.9924788,0.00003883071,0.003406822,0.001846363],"study_design_scores_gemma":[0.0008847765,0.0007625577,0.001270505,0.0002859206,0.0000623299,0.00001977302,0.002549786,0.0001313883,0.9741456,0.0001940783,0.01936111,0.0003321576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793677,0.01761202,0.0003594443,0.001517958,0.0004516475,0.0001835357,0.00004666923,0.0000438499,0.0004171913],"genre_scores_gemma":[0.9958002,0.0004635992,0.0001307304,0.0007338961,0.001294396,0.00001820789,0.0001053811,0.00004320571,0.001410377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01833319,"threshold_uncertainty_score":0.8123785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}