{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"5f1bf432c8b8","filters":{"venue":"Vestnik"}},"results":[{"id":"W2588753820","doi":"","title":"Сравнительный анализ казахстанских протоколов диагностики и лечения в акушерстве и гинекологии с протоколами (руководствами) других стран","year":2014,"lang":"ru","type":"article","venue":"Vestnik","topic":"European and International Law Studies","field":"Social Sciences","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":"Pregnancy; Normative; Medicine; Psychological intervention; Family medicine; Obstetrics; Political science; Nursing; Law","authors":[{"name":"А Д Кызаева","is_ca":false},{"name":"AigulB Kudamanova","is_ca":false},{"name":"Г. Абенова","is_ca":false},{"name":"Г. Ерджанова","is_ca":false},{"name":"В. В. Лян","is_ca":false},{"name":"А О Мысаев","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02486240101969858,"gpt":0.2895990431222706,"spread":0.2647366421025721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002841195,0.001124274,0.001267181,0.0004073959,0.002351222,0.0008332513,0.002301331,0.0005493466,0.003745811],"category_scores_gemma":[0.002417516,0.001101329,0.0007466663,0.00121903,0.00192092,0.001020158,0.0008021202,0.001123608,0.01446114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006928044,"about_ca_system_score_gemma":0.0005967311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002710524,"about_ca_topic_score_gemma":0.002152448,"domain_scores_codex":[0.9907736,0.001456789,0.001606541,0.001730756,0.002365271,0.002067096],"domain_scores_gemma":[0.995155,0.001214731,0.0008884126,0.00104638,0.0007735856,0.0009218967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001687079,0.0007768461,0.005925251,0.000240666,0.0006579718,0.0001006642,0.01065906,0.0001244465,0.0008340159,0.7084582,0.2459733,0.02608088],"study_design_scores_gemma":[0.001289616,0.0006544283,0.01764477,0.0003823229,0.0002191896,0.00001495694,0.002139495,0.000846501,0.0002924565,0.005726669,0.9693879,0.001401676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06063493,0.003491252,0.0005216065,0.009351137,0.006429826,0.0008630956,0.0001774982,0.0006168323,0.9179138],"genre_scores_gemma":[0.8552396,0.004215768,0.0008146277,0.004644766,0.006569689,0.00005399169,0.00006524771,0.0002063727,0.1281899],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7946047,"threshold_uncertainty_score":0.9991437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2563277061","doi":"","title":"Анализ систем мониторинга побочных реакций в разных странах мира","year":2015,"lang":"ru","type":"article","venue":"Vestnik","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","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":"Pharmacovigilance; Drug reaction; Medicine; Adverse effect; Drug; Business; Environmental health; Intensive care medicine; Political science; Pharmacology","authors":[{"name":"О.Э. Олейник","is_ca":false},{"name":"А.Р. Шопабаева","is_ca":false},{"name":"Евгений Николаевич Евтушенко","is_ca":false},{"name":"И.В. Софронова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2929562731033103,"gpt":0.4883659053768046,"spread":0.1954096322734943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001696807,0.001096886,0.00108507,0.0004721622,0.0008591914,0.00017442,0.001209561,0.001251283,0.005613253],"category_scores_gemma":[0.0003849718,0.001168471,0.000529783,0.001097643,0.0008699227,0.000980165,0.0004522907,0.003425455,0.02154245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006173601,"about_ca_system_score_gemma":0.001437389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001763446,"about_ca_topic_score_gemma":0.00004398773,"domain_scores_codex":[0.9936299,0.001049944,0.00117567,0.001301016,0.0007525527,0.002090913],"domain_scores_gemma":[0.9949377,0.0006682959,0.0005978479,0.0009977028,0.0003894719,0.002408974],"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":[0.001766972,0.003893448,0.01807085,0.0003462979,0.001940257,0.001680685,0.004865305,0.004644383,0.04086516,0.005996665,0.8842255,0.03170448],"study_design_scores_gemma":[0.006869106,0.0004262828,0.001162104,0.00009541045,0.001178667,0.0002648922,0.001464137,0.004435875,0.02631966,0.00174374,0.9547083,0.001331848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5386481,0.01426464,0.0002404905,0.01938994,0.04094139,0.002441537,0.001564165,0.00130719,0.3812025],"genre_scores_gemma":[0.9389344,0.003782813,0.0002076456,0.01261452,0.004656634,0.0001568099,0.0002508049,0.000184472,0.03921187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4002863,"threshold_uncertainty_score":0.9990765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2564895133","doi":"","title":"Инновационные подходы к ведению больных ишемическим инсультом в раннем восстановительном периоде","year":2014,"lang":"ru","type":"article","venue":"Vestnik","topic":"Neurological Disorders 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":"Cognition; Montreal Cognitive Assessment; Ischemic stroke; Cognitive impairment; Medicine; Stroke (engine); Physical medicine and rehabilitation; Psychology; Internal medicine; Ischemia; Psychiatry","authors":[{"name":"С Т Туруспекова","is_ca":false},{"name":"Amina Seidanova","is_ca":false},{"name":"Э Н Молдакулова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0282322940031453,"gpt":0.2572770997874964,"spread":0.2290448057843511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004644218,0.001121988,0.001059201,0.0003025519,0.0008774316,0.0004731725,0.001442989,0.0005781501,0.001668273],"category_scores_gemma":[0.001421574,0.0009649124,0.0005331812,0.001063591,0.0008334037,0.0005124761,0.0006060142,0.001015758,0.01052237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001449,"about_ca_system_score_gemma":0.0001293608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000180669,"about_ca_topic_score_gemma":0.00004739698,"domain_scores_codex":[0.9925744,0.0009225209,0.001001692,0.00238288,0.001147047,0.001971464],"domain_scores_gemma":[0.9957609,0.0009724455,0.0004877873,0.001783099,0.0001041539,0.0008915838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00235624,0.02028563,0.1308299,0.001279418,0.0006476218,0.004556423,0.002288839,0.0009383081,0.2084237,0.2009215,0.1841644,0.243308],"study_design_scores_gemma":[0.01183388,0.009292347,0.1242808,0.0003420132,0.0007958777,0.0002491245,0.000165534,0.005534267,0.04266111,0.05348436,0.7469642,0.00439656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8375648,0.001316933,0.0005904352,0.008506905,0.006478091,0.001542771,0.0002390077,0.0007559324,0.1430051],"genre_scores_gemma":[0.9701478,0.0008475225,0.0002209837,0.01313649,0.000780122,0.00008673438,0.00002686441,0.0001586436,0.01459478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5627997,"threshold_uncertainty_score":0.9992802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197925338","doi":"","title":"HYPERTENSION DIAGNOSIS AND MANAGEMENT: A COMPARISON OF THE CURRENT ACC/AHA, CANADA AND KAZAKHSTAN GUIDELINES AND LITERATURE REVIEW","year":2020,"lang":"en","type":"article","venue":"Vestnik","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Political science","authors":[{"name":"A Kim","is_ca":false},{"name":"Y Kassymbayev","is_ca":false},{"name":"Z Alibek","is_ca":false},{"name":"Z Omirbek","is_ca":false},{"name":"D Abdurakhmanova","is_ca":false},{"name":"Lyazzat Kosherbayeva","is_ca":false},{"name":"Akmaral Abikulova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1138100274973935,"gpt":0.3791102442736731,"spread":0.2653002167762797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002404213,0.0001103882,0.0004110674,0.00002205668,0.00007022877,0.00001447863,0.00004421546,0.00003532868,0.000003983741],"category_scores_gemma":[0.0002594267,0.0000658971,0.00001918188,0.0002277151,0.00003080226,0.00003630719,0.00007215375,0.0001847559,2.111239e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002096852,"about_ca_system_score_gemma":0.000244306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03739648,"about_ca_topic_score_gemma":0.02824109,"domain_scores_codex":[0.9989098,0.0000923378,0.0004245384,0.0002095416,0.0002187837,0.0001450336],"domain_scores_gemma":[0.9992108,0.00004872549,0.0001107813,0.0001761872,0.0001422102,0.0003112521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001793479,0.00003381233,0.1864827,0.04763692,0.00003553136,0.00003703717,0.0008321283,1.107953e-7,0.00001271247,0.0003676977,0.2842408,0.4803026],"study_design_scores_gemma":[0.000449176,0.0001245556,0.1318602,0.01589067,0.00007765635,0.00005943747,0.0001501447,0.0002140977,0.000007102386,0.000009235441,0.8510708,0.0000868822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2877169,0.5362635,0.00000433966,0.1746002,0.0001876903,0.001014366,0.00003988863,0.00001285585,0.0001603077],"genre_scores_gemma":[0.6988082,0.2830035,0.0001708872,0.01778661,0.0001513021,0.00002472391,0.0000127727,0.00001139198,0.0000305782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.56683,"threshold_uncertainty_score":0.989491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214757039","doi":"10.53065/kaznmu.2021.45.96.058","title":"COGNITIVE IMPAIRMENT IN PATIENTS WITH CHRONIC VIRAL HEPATITIS IN THE TURKESTAN REGION","year":2022,"lang":"ru","type":"article","venue":"Vestnik","topic":"Infectious Encephalopathies and Encephalitis","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; Viral hepatitis; Cognition; Montreal Cognitive Assessment; Internal medicine; Subclinical infection; Hepatitis B; Cognitive evaluation theory; Viral load; Immunology; Psychiatry; Cognitive impairment; Virus","authors":[{"name":"Т.В. Полукчи","is_ca":false},{"name":"Е.А. Славко","is_ca":false},{"name":"Г.Н. Абуова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006624961904856872,"gpt":0.2221615636860514,"spread":0.2155366017811945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005322128,0.0002882715,0.0003649233,0.0002500903,0.0003167543,0.000039669,0.0002027669,0.00007509707,0.0004359023],"category_scores_gemma":[0.00005057984,0.0002184628,0.00007199634,0.0008420599,0.0002002569,0.0001444108,0.0001194445,0.0008920259,0.00003338606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410464,"about_ca_system_score_gemma":0.000358758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008700252,"about_ca_topic_score_gemma":0.002968689,"domain_scores_codex":[0.9971379,0.000559372,0.0004271182,0.000458871,0.0007415988,0.0006751107],"domain_scores_gemma":[0.9992165,0.0001397004,0.0001687091,0.0003260614,0.00006561451,0.00008340855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006991434,0.001142954,0.9776481,0.0001055505,0.00003067153,0.001047062,0.01197058,0.0001694005,0.000001701058,0.0003157665,0.0007472617,0.006121839],"study_design_scores_gemma":[0.007488333,0.01081507,0.9742242,0.0006107175,0.00007421905,0.0001070812,0.004334627,0.0002168938,0.000005806498,0.0001370565,0.001695116,0.0002909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933826,0.0007761527,0.00001483031,0.0007114331,0.0005311276,0.001661635,0.00007946182,0.00002575028,0.002816962],"genre_scores_gemma":[0.9974947,0.0003355968,0.000007146404,0.00109265,0.00022065,0.0004081141,0.000164101,0.0000373747,0.0002396396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009672116,"threshold_uncertainty_score":0.9979009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}