{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"9e794c9b2d5b","filters":{"venue":"Ageing & Longevity"}},"results":[{"id":"W4406811101","doi":"10.47855/jal9020-2025-1-1","title":"Dark microglia: a therapeutic target to prevent synaptic loss and neurodegeneration?","year":2025,"lang":"en","type":"article","venue":"Ageing & Longevity","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Microglia; Neurodegeneration; Neuroscience; Medicine; Biology; Inflammation; Immunology; Disease; Pathology","authors":[{"name":"Marie‐Ève Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01799318910857414,"gpt":0.2696851754980982,"spread":0.2516919863895241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529202,0.0002254831,0.0002091129,0.0001794636,0.0004167023,0.0002171105,0.0002470128,0.00006008388,0.00004501179],"category_scores_gemma":[0.0004112165,0.0002228893,0.00005926446,0.0004570547,0.00006317464,0.0002177743,0.0001648087,0.0002033272,0.00008545291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003210445,"about_ca_system_score_gemma":0.0000579862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006314164,"about_ca_topic_score_gemma":0.00002171804,"domain_scores_codex":[0.9980298,0.0003763939,0.0003242262,0.000726155,0.0002419271,0.0003014627],"domain_scores_gemma":[0.9990963,0.0002012922,0.00008182175,0.0004425221,0.00004542181,0.0001326136],"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":[0.00002070153,0.00008251949,0.000153375,0.00002827454,0.000006309391,0.0000870704,0.0001180919,0.0003897195,0.9813285,0.0144149,0.0004440346,0.002926535],"study_design_scores_gemma":[0.0002570499,0.00008580712,0.002587596,0.0000244991,0.00002342173,0.00003120691,0.000005951289,0.002484192,0.9866959,0.002721627,0.004867349,0.0002154245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778979,0.00009508353,0.01490307,0.004808303,0.0006756269,0.0006673665,0.00001083777,0.000216593,0.0007252367],"genre_scores_gemma":[0.9857522,0.00005069097,0.0006507037,0.01164634,0.00005882636,0.00005770752,0.000002520821,0.00002320582,0.001757858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01425237,"threshold_uncertainty_score":0.9089162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399362702","doi":"10.47855/jal9020-2024-5-11","title":"The influence of the polyvalent nanodisperse iron oxide and quercetin composition on the women's psycho-emotional state and cognitive function under war stress","year":2024,"lang":"en","type":"article","venue":"Ageing & Longevity","topic":"Biochemical effects in animals","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cognition; Stress (linguistics); Psychology; Composition (language); Clinical psychology; Psychiatry; Philosophy; Linguistics","authors":[{"name":"Valeri Shatilo","is_ca":false},{"name":"Світлана Наскалова","is_ca":false},{"name":"Іванна Антонюк-Щеглова","is_ca":false},{"name":"Olena Bondarenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008360922866658604,"gpt":0.2562995288398091,"spread":0.2479386059731505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004750488,0.0001231281,0.0001193138,0.0000219279,0.0002012881,0.00003549406,0.00006093481,0.00005571625,0.00001684984],"category_scores_gemma":[0.0001594036,0.00006013204,0.00004243469,0.0001129744,0.0004859384,0.00005266909,0.00006842817,0.0003213536,0.000007433918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006289356,"about_ca_system_score_gemma":0.00002424242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004780819,"about_ca_topic_score_gemma":0.00001129661,"domain_scores_codex":[0.9989944,0.0001892657,0.0001534284,0.0002312308,0.0002694274,0.0001622789],"domain_scores_gemma":[0.9988031,0.0008565151,0.00006172466,0.0001720201,0.00005198765,0.00005469918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002309295,0.0003715668,0.01119154,0.001240181,0.0004400952,0.00004012127,0.004165249,0.0001764473,0.942486,0.004540458,0.0005053942,0.03253368],"study_design_scores_gemma":[0.0004496434,0.0002961329,0.9747998,0.001824095,0.0001462673,0.00002040062,0.0007375833,0.0003882566,0.02019991,0.0009580515,0.00008088758,0.00009903326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953335,0.0008783839,0.00005615348,0.003005608,0.00009362096,0.0004159794,0.00002845638,0.00002273943,0.0001655867],"genre_scores_gemma":[0.9986845,0.0002102859,0.000009023232,0.0009137391,0.0000393413,0.0000216458,0.000003818307,0.00001160072,0.0001060266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9636082,"threshold_uncertainty_score":0.2452114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407996639","doi":"10.47855/jal9020-2025-2-2","title":"Fermented dairy products for healthy ageing","year":2025,"lang":"en","type":"article","venue":"Ageing & Longevity","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Ageing; Food science; Fermentation; Healthy ageing; Business; Medicine; Chemistry; Internal medicine","authors":[{"name":"Andrii Divnych","is_ca":false},{"name":"Tetiana R. Dmytriv","is_ca":false},{"name":"Kenneth B. Storey","is_ca":true},{"name":"Volodymyr I. Lushchak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.013904760954771,"gpt":0.2882663693100894,"spread":0.2743616083553184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002232965,0.0001548044,0.0001514673,0.00005293662,0.0002219287,0.00003588059,0.0001616924,0.0001091526,0.000004808387],"category_scores_gemma":[0.0003401132,0.0001683714,0.00009982401,0.0001244738,0.00006313953,0.000004571704,0.00009599328,0.00006701935,0.000004141225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002618097,"about_ca_system_score_gemma":0.0001637807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002994894,"about_ca_topic_score_gemma":0.00006080332,"domain_scores_codex":[0.9988429,0.00006283251,0.0002089091,0.0004885449,0.00008656576,0.0003102554],"domain_scores_gemma":[0.9992186,0.00001780457,0.00006267795,0.0004559747,0.0001540221,0.00009092455],"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":[0.002420942,0.001190625,0.0227226,0.002213747,0.000314336,0.00007052325,0.0001904725,0.0000750709,0.8488864,0.0007667802,0.08347915,0.03766931],"study_design_scores_gemma":[0.006039747,0.001213077,0.2102008,0.0002817832,0.0002650098,0.000008698246,0.0002080801,0.0002047348,0.3869757,0.003323141,0.3902856,0.0009935584],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884325,0.003740696,0.004409955,0.001332671,0.0005106294,0.0006316256,0.00004181492,0.00004084417,0.0008592912],"genre_scores_gemma":[0.9948151,0.0003038087,0.001194691,0.001634597,0.0004323031,0.0000921289,0.0002992013,0.00001915506,0.001209017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4619107,"threshold_uncertainty_score":0.6865987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405681469","doi":"10.47855/jal9020-2024-4-5","title":"Determination of the frequency and influence of senile asthenia syndrome on older patients' treatment results in urgent abdominal surgery","year":2024,"lang":"en","type":"article","venue":"Ageing & Longevity","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Abdominal surgery; Surgery","authors":[{"name":"M. B. Danyliuk","is_ca":false},{"name":"Shvets Vn","is_ca":false},{"name":"М. А. Кубрак","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02153147536574147,"gpt":0.2956541598775017,"spread":0.2741226845117602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360917,0.00008530883,0.0002320627,0.0001438118,0.00003285622,0.00000630822,0.0000278013,0.00004486783,0.00001078016],"category_scores_gemma":[0.0002436053,0.00005858286,0.00005988307,0.0001930558,0.00005626055,0.00006251322,0.00001539805,0.0001045751,0.000002052314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341911,"about_ca_system_score_gemma":0.00008948871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003353734,"about_ca_topic_score_gemma":0.00006477524,"domain_scores_codex":[0.9990618,0.00007922365,0.0003796596,0.0001743386,0.0001860677,0.000118944],"domain_scores_gemma":[0.9993175,0.0002958464,0.0001014831,0.0001742724,0.00005295861,0.00005797657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003824984,0.0009695484,0.8202456,0.002749026,0.00003129145,0.0005605762,0.003578349,0.00001514064,0.002669071,0.0001460569,0.00009642849,0.1685565],"study_design_scores_gemma":[0.0007007131,0.0002075506,0.9944738,0.002488004,0.00002832298,0.0000258984,0.00001974604,0.0001656216,0.001606103,0.0001269881,0.0001094154,0.00004786102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984773,0.0002499534,0.000005851683,0.0006728824,0.0001159202,0.0003416714,0.00002137193,0.00001334698,0.0001016807],"genre_scores_gemma":[0.9995391,0.0001039443,0.000174796,0.0001017791,0.00001383194,0.00001468837,0.000007429724,0.000007326319,0.00003709529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1742282,"threshold_uncertainty_score":0.238894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}