{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"7e15ea22680d","filters":{"venue":"Успехи геронтологии"}},"results":[{"id":"W4408592040","doi":"10.34922/ae.2024.37.6.007","title":"КЛИНИЧЕСКИЕ ДЕТЕРМИНАНТЫ ДЛЯ ТАРГЕТНОГО ВОЗДЕЙСТВИЯ НЕЙРОКОГНИТИВНОЙ РЕАБИЛИТАЦИИ У ПАЦИЕНТОВ ПОЖИЛОГО И СТАРЧЕСКОГО ВОЗРАСТА С МЯГКИМ КОГНИТИВНЫМ СНИЖЕНИЕМ","year":2025,"lang":"ru","type":"article","venue":"Успехи геронтологии","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","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":"Computer science","authors":[{"name":"М.В. Курмышев","is_ca":false},{"name":"O M Ivko","is_ca":false},{"name":"А.С. Пономарев","is_ca":false},{"name":"А.А. Гаврилова","is_ca":false},{"name":"Э.В. Фесенко","is_ca":false},{"name":"К. И. Прощаев","is_ca":false},{"name":"М.С. Литвинов","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02410797652996655,"gpt":0.2918116059979013,"spread":0.2677036294679348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002694034,0.0007866499,0.0005404722,0.002668294,0.0037749,0.01111844,0.00134375,0.002242873,0.04532218],"category_scores_gemma":[0.007963019,0.000892761,0.0008303496,0.00233692,0.005581859,0.006189108,0.003496913,0.003072849,0.01424691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004051674,"about_ca_system_score_gemma":0.007114342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008040133,"about_ca_topic_score_gemma":0.00818124,"domain_scores_codex":[0.9954091,0.001196852,0.0002384146,0.000810809,0.001840621,0.0005042906],"domain_scores_gemma":[0.9963798,0.0009590989,0.0003327616,0.0006568784,0.001294883,0.0003765404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009622066,0.00005663225,0.001896223,0.0003007425,0.0000311297,0.0004812704,0.004055875,0.0010061,0.003070156,0.8902133,0.01467047,0.08412187],"study_design_scores_gemma":[0.0000335337,0.00006039597,0.002775808,0.0003539758,0.00004760613,0.000778559,0.004660687,0.001262489,0.003524364,0.256239,0.7301756,0.00008800392],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03653118,0.01057936,0.07837621,0.01238246,0.00183215,0.0003094125,0.00104257,0.0005111134,0.8584355],"genre_scores_gemma":[0.6511093,0.01481735,0.08832228,0.002413388,0.000991755,0.000877735,0.001322312,0.0008254803,0.2393204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04532218,"threshold_uncertainty_score":0.1516178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384498738","doi":"10.34922/ae.2023.36.2.016","title":"ANALYSIS OF HEARING AIDS APPLICATION IN ELDERLY PATIENTS","year":2023,"lang":"ru","type":"article","venue":"Успехи геронтологии","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","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":"Audiology; Medicine; Hearing aid; Audiometry; Pure tone audiometry; Hearing loss; Rehabilitation; Cognition; Dichotic listening; Physical therapy","authors":[{"name":"M. Yu. Boboshko","is_ca":false},{"name":"Е С Гарбарук","is_ca":false},{"name":"Л.Е. Голованова","is_ca":false},{"name":"N V Maltseva","is_ca":false},{"name":"I. P. Berdnikova","is_ca":false},{"name":"Oleg A. Markelov","is_ca":false},{"name":"И.И. Шпаковская","is_ca":false},{"name":"Sergei Romanov","is_ca":false},{"name":"Dmitrii Kaplun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02868518950776662,"gpt":0.3041443921343854,"spread":0.2754592026266188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066127,0.0001949062,0.0004453744,0.002203206,0.0002910904,0.0007892505,0.0002124455,0.0003432157,0.002071024],"category_scores_gemma":[0.003512119,0.0001085591,0.0008457687,0.001804716,0.0002169404,0.0004516099,0.0005149215,0.0004020715,0.000561728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004256916,"about_ca_system_score_gemma":0.0006289078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002297142,"about_ca_topic_score_gemma":0.001952374,"domain_scores_codex":[0.9991297,0.0001523618,0.0002104224,0.0001029846,0.0002915161,0.0001129644],"domain_scores_gemma":[0.9979357,0.0006732102,0.0006372097,0.00007532661,0.000487128,0.0001915313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006104591,0.00004893962,0.9732603,0.0001527731,0.0001166479,0.0007469709,0.0005785073,0.000116754,0.0007558597,0.00007707407,0.0002425356,0.02329333],"study_design_scores_gemma":[0.000009668101,0.0003335918,0.9948709,0.00004518572,0.0001471493,0.001472124,0.001222791,0.0001692903,0.0003683296,0.0000755229,0.001272381,0.0000130413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928533,0.002330245,0.0004004901,0.00007321797,0.00001727108,0.00004781248,0.001169281,0.00001064465,0.003097605],"genre_scores_gemma":[0.9977974,0.0007955069,0.0002145192,0.00003005511,0.00001884794,0.0000315984,0.0004295399,0.000003451096,0.0006791902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002297142,"threshold_uncertainty_score":0.006928265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116071667","doi":"10.34922/ae.2025.38.4.009","title":"ВЗАИМОСВЯЗЬ ДЕПРЕССИВНОГО СИНДРОМА И ФУНКЦИОНАЛЬНЫХ НАРУШЕНИЙ У ПОЖИЛЫХ ЖИТЕЛЕЙ ЕВРОПЕЙСКОГО СЕВЕРА РОССИИ","year":2025,"lang":"ru","type":"article","venue":"Успехи геронтологии","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","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":"Depression (economics); Beck Depression Inventory; Quality of life (healthcare); Disease","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02759603471133352,"gpt":0.3806221626874525,"spread":0.3530261279761189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008389552,0.000630244,0.0006541459,0.003289744,0.003130465,0.005274885,0.001547094,0.001188136,0.03946867],"category_scores_gemma":[0.02860736,0.000636183,0.0008039036,0.003924711,0.002613477,0.004325181,0.002818867,0.0018164,0.008238989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004212919,"about_ca_system_score_gemma":0.01103985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01723256,"about_ca_topic_score_gemma":0.02816818,"domain_scores_codex":[0.989449,0.003779803,0.0008280631,0.001596139,0.003472554,0.0008744743],"domain_scores_gemma":[0.9819459,0.007853173,0.002313154,0.002009555,0.004588507,0.001289691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009236672,0.0002980111,0.1315045,0.003857771,0.0002717148,0.0007472061,0.04690187,0.00121732,0.003591285,0.2564116,0.09927938,0.4549957],"study_design_scores_gemma":[0.0001669611,0.0002823939,0.1664513,0.002808114,0.0003404732,0.0009087186,0.04122554,0.002092872,0.005019026,0.1290493,0.651452,0.000203435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2806217,0.01804561,0.08455412,0.02559054,0.002182398,0.001701983,0.01612214,0.0007689868,0.5704125],"genre_scores_gemma":[0.8681116,0.007415246,0.04804617,0.001979856,0.0004458154,0.003146872,0.004692082,0.0003398707,0.06582244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03946867,"threshold_uncertainty_score":0.1320359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197169130","doi":"10.34922/ae.2020.33.3.014","title":"VERTEBRAL PAIN SYNDROME AND QUALITY OF LIFE IN SENIOR WOMEN WITH VERTEBRAL FRACTURES DEPENDING ON THEIR QUANTITY AND LOCALIZATION","year":2020,"lang":"ru","type":"article","venue":"Успехи геронтологии","topic":"Spine and Intervertebral Disc Pathology","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; Quality of life (healthcare); Lumbar; Lumbar spine; Postmenopausal women; Physical therapy; Surgery; Internal medicine","authors":[{"name":"Т В Орлик","is_ca":false},{"name":"Е. С. Рыбина","is_ca":false},{"name":"В В Поворознюк","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03624558017626268,"gpt":0.2923632138583982,"spread":0.2561176336821355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002178066,0.0001374595,0.0002949681,0.0006641795,0.0003680968,0.0005032339,0.0001628667,0.0003172483,0.003155363],"category_scores_gemma":[0.001745676,0.0001692896,0.0004636181,0.0007195416,0.0002155006,0.0002688314,0.0004105778,0.0003607011,0.0002582424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118132,"about_ca_system_score_gemma":0.0002292233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006131269,"about_ca_topic_score_gemma":0.0100866,"domain_scores_codex":[0.9997976,0.00003523601,0.00002207835,0.00002695914,0.00005734656,0.0000607944],"domain_scores_gemma":[0.9995016,0.00008605794,0.0001781274,0.00001538943,0.00006685257,0.0001520206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008240282,0.00002901361,0.9977774,0.00001263822,0.0000295031,0.0001175755,0.0002425976,0.0000124158,0.0001090202,0.00002217891,0.00005531467,0.001509922],"study_design_scores_gemma":[0.000003121021,0.00006346354,0.99902,0.000007791954,0.00001555889,0.0001719874,0.0005691999,0.00003471842,0.00001033537,0.00002679832,0.00007504538,0.00000207407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983721,0.0003858902,0.00002372832,0.00007125903,0.000008430172,0.000005019207,0.0001460517,8.346771e-7,0.0009866526],"genre_scores_gemma":[0.9995061,0.0001216231,0.00001887378,0.0000161947,0.00000496676,0.000003532917,0.00009948386,3.51733e-7,0.0002289149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006131269,"threshold_uncertainty_score":0.01219118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386836717","doi":"10.34922/ae.2023.36.3.010","title":"SPECIALTY OF COGNITIVE IMPAIRMENTS IN GERIATRIC PATIENTS IN UROLOGICAL PRACTICE","year":2023,"lang":"ru","type":"article","venue":"Успехи геронтологии","topic":"Health, psychology, and well-being","field":"Health Professions","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":"Sedation; Anxiety; Medicine; Cognition; Geriatric Depression Scale; Depression (economics); Montreal Cognitive Assessment; Propofol; Prospective cohort study; Psychology; Psychiatry; Anesthesia; Internal medicine; Depressive symptoms; Cognitive impairment","authors":[{"name":"М.В. Кочеткова","is_ca":false},{"name":"М.Ю. Солуянов","is_ca":false},{"name":"Д. В. Хабаров","is_ca":false},{"name":"А.Ю. Демура","is_ca":false},{"name":"И.П. Сюткина","is_ca":false},{"name":"А.А. Смагин","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04881848838908669,"gpt":0.4492323216231578,"spread":0.4004138332340711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005656176,0.0001896358,0.0003311593,0.001416527,0.00127029,0.0009515093,0.000349018,0.0004952196,0.005609446],"category_scores_gemma":[0.004243458,0.000125595,0.0003609176,0.001247915,0.0005917983,0.0007339165,0.001146237,0.0007524557,0.0005313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397714,"about_ca_system_score_gemma":0.003628182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009487335,"about_ca_topic_score_gemma":0.01390653,"domain_scores_codex":[0.9992595,0.0001770333,0.00009008514,0.0000725444,0.0002229391,0.0001778175],"domain_scores_gemma":[0.9980739,0.0003475788,0.0005682481,0.00004348202,0.0003472548,0.0006193789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002102068,0.0002527842,0.8160501,0.0008206874,0.0001134317,0.004781206,0.008486977,0.0002943513,0.0007362205,0.002972629,0.01299604,0.1522854],"study_design_scores_gemma":[0.00003034176,0.0002147831,0.946224,0.0008425301,0.00009604063,0.01034322,0.01470086,0.0003953518,0.0003463689,0.004374277,0.0223808,0.00005138675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208985,0.01907724,0.0008148851,0.01252314,0.0005356112,0.00008106433,0.000558482,0.00003855473,0.0454726],"genre_scores_gemma":[0.9914538,0.00557777,0.0004809877,0.0005307959,0.0001883847,0.00002382027,0.0001491548,0.000005276521,0.001590074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009487335,"threshold_uncertainty_score":0.01886421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408647748","doi":"10.34922/ae.2024.37.6.014","title":"ПОДХОДЫ К ОРГАНИЗАЦИИ ГРУППОВЫХ ФИЗИЧЕСКИХ ЗАНЯТИЙ ДЛЯ ПОЖИЛЫХ ЛЮДЕЙ В ЦЕНТРАХ СОЦИАЛЬНОГО ОБСЛУЖИВАНИЯ","year":2025,"lang":"ru","type":"article","venue":"Успехи геронтологии","topic":"Musculoskeletal pain and rehabilitation","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":"Computer science","authors":[{"name":"O M Ivko","is_ca":false},{"name":"И.С. Носкова","is_ca":false},{"name":"А. Н. Ильницкий","is_ca":false},{"name":"А.С. Пономарев","is_ca":false},{"name":"А.У. Гехаев","is_ca":false},{"name":"Е.Э. Вейс","is_ca":false},{"name":"В.В. Степченкова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006772000249760541,"gpt":0.300225641378622,"spread":0.2934536411288615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002669608,0.0007298152,0.0006039934,0.002261586,0.003653748,0.01125048,0.001206369,0.002244827,0.03319265],"category_scores_gemma":[0.007214893,0.0008890599,0.0008629354,0.002445996,0.005744203,0.005275435,0.003592822,0.003074044,0.01145685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004041834,"about_ca_system_score_gemma":0.008246929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007373961,"about_ca_topic_score_gemma":0.007187858,"domain_scores_codex":[0.9948694,0.001084983,0.0002708547,0.0008332472,0.002486362,0.0004551692],"domain_scores_gemma":[0.9958977,0.001153146,0.0004608063,0.0006396752,0.001426492,0.0004222982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001612065,0.0001241814,0.005329651,0.0006151506,0.00006979047,0.0007639751,0.00710404,0.001973024,0.01001277,0.7908011,0.02015541,0.1628897],"study_design_scores_gemma":[0.00004368384,0.0001208362,0.008307639,0.0004965746,0.00008914342,0.0009265539,0.006718412,0.001636236,0.009618565,0.2042909,0.7676031,0.0001483575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05840721,0.01242273,0.09420682,0.01477244,0.001405051,0.000307354,0.001021369,0.0006017551,0.8168552],"genre_scores_gemma":[0.677916,0.0141759,0.08818591,0.002266139,0.0007592887,0.0007808894,0.001116959,0.0007053665,0.2140934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03319265,"threshold_uncertainty_score":0.1110405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}