{"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":"bb9f1a0a0ce1","filters":{"venue":"Sanitarnyj vrač (Sanitary Doctor)"}},"results":[{"id":"W4391889211","doi":"10.33920/med-08-2402-05","title":"Vitamin D deficiency is an indicator of high mortality","year":2024,"lang":"en","type":"article","venue":"Sanitarnyj vrač (Sanitary Doctor)","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Population; vitamin D deficiency; Life expectancy; Environmental health; Disease; Public health; Russian federation; Vitamin D and neurology; Internal medicine; Geography; Pathology","authors":[{"name":"В. В. Кривошеев","is_ca":false},{"name":"I. V. Kozlovsky","is_ca":false},{"name":"L. Yu. Nikitina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03636280200423531,"gpt":0.3427381894911938,"spread":0.3063753874869585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007404346,0.0004405522,0.0007526497,0.0005693819,0.0001997028,0.00005889051,0.000447934,0.0002090569,0.002026122],"category_scores_gemma":[0.0002948917,0.0003680602,0.0002799448,0.0009775627,0.0006452706,0.0004721115,0.0002674756,0.0006996589,0.0005735847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002170672,"about_ca_system_score_gemma":0.0004588527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101889,"about_ca_topic_score_gemma":0.0001205627,"domain_scores_codex":[0.996115,0.0001602657,0.0007247486,0.000909592,0.00130084,0.0007895277],"domain_scores_gemma":[0.9979142,0.0002280902,0.00009678056,0.001064129,0.0002467131,0.0004500807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006724189,0.006991414,0.6085458,0.01500991,0.005001856,0.007002317,0.03090073,0.00001996723,0.09791568,0.03123761,0.1427905,0.05391183],"study_design_scores_gemma":[0.00124218,0.002338539,0.9661133,0.0005946071,0.0006878868,0.000153726,0.002366546,0.0002069122,0.01297188,0.002581829,0.01009398,0.0006486156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844388,0.008048856,0.00005882378,0.0007764756,0.0006746135,0.0006816419,0.0003933118,0.0003342008,0.004593281],"genre_scores_gemma":[0.9965584,0.0005458656,0.0008083293,0.0003469513,0.0005095328,0.00006339929,0.0001522262,0.0000863102,0.000929003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3575675,"threshold_uncertainty_score":0.9998772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043851862","doi":"10.33920/med-08-2004-03","title":"Reasons of adult HIV-infected patients for referring to the general emergency care network","year":2020,"lang":"en","type":"article","venue":"Sanitarnyj vrač (Sanitary Doctor)","topic":"HIV, TB, and STIs Epidemiology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Human immunodeficiency virus (HIV); Medicine; Health care; Medical emergency; Family medicine; Geography; Political science","authors":[{"name":"Л. В. Пузырева","is_ca":false},{"name":"Olga Bayutina","is_ca":false},{"name":"Galina Е. Ivanova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03682581530984025,"gpt":0.3255119587518781,"spread":0.2886861434420379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004002792,0.0002721985,0.0004782882,0.00005240722,0.0009372801,0.00001946664,0.0007236166,0.0001887018,0.0003311348],"category_scores_gemma":[0.002745755,0.0002291009,0.0002600863,0.0006611065,0.0001468441,0.0001592177,0.0001399091,0.0002620272,0.0001260692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058873,"about_ca_system_score_gemma":0.0001628811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002827262,"about_ca_topic_score_gemma":0.01173123,"domain_scores_codex":[0.9969971,0.0006142348,0.0006472117,0.000508404,0.0003850308,0.0008480524],"domain_scores_gemma":[0.9979903,0.0003630263,0.0002099568,0.0003574816,0.0006720923,0.0004071069],"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":[0.0002577289,0.0000849174,0.385516,0.0001025493,0.0001343351,0.00000386187,0.06911501,0.001293866,0.00009057909,0.0277589,0.5107309,0.004911334],"study_design_scores_gemma":[0.001079288,0.0009907926,0.1291793,0.00008511746,0.00018796,5.916122e-7,0.01178248,0.0003506471,0.00004121925,0.001552257,0.8539923,0.0007579693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609321,0.001171747,0.0009381351,0.00710785,0.002531487,0.001968657,0.0006159753,0.0002298697,0.02450417],"genre_scores_gemma":[0.9918113,0.000265781,0.002005353,0.001759358,0.003290772,0.0001154528,0.0002736905,0.00004615444,0.0004321311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3432615,"threshold_uncertainty_score":0.9342462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389130286","doi":"10.33920/med-08-2311-07","title":"Vitamin D deficiency during pregnancy and its consequences","year":2023,"lang":"en","type":"article","venue":"Sanitarnyj vrač (Sanitary Doctor)","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pregnancy; vitamin D deficiency; Medicine; Vitamin D and neurology; Preeclampsia; Incidence (geometry); Obstetrics; Vitamin A deficiency; Vitamin; Environmental health; Endocrinology; Retinol","authors":[{"name":"В. В. Кривошеев","is_ca":false},{"name":"I. V. Kozlovsky","is_ca":false},{"name":"L. Yu. Nikitina","is_ca":false},{"name":"А. В. Федоров","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0353313589929004,"gpt":0.311705218640568,"spread":0.2763738596476676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002723704,0.0003903858,0.0005324873,0.0005015567,0.0005814523,0.00005403738,0.0002537674,0.0001383876,0.0002872121],"category_scores_gemma":[0.0009170187,0.0003378657,0.0001230737,0.001113532,0.0005277451,0.0003399129,0.000397265,0.0004716128,0.0008807438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227269,"about_ca_system_score_gemma":0.0001679855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007745074,"about_ca_topic_score_gemma":0.00005352326,"domain_scores_codex":[0.9969197,0.0001205367,0.0004466548,0.0007196538,0.0007790888,0.001014359],"domain_scores_gemma":[0.9985851,0.0002832781,0.00008190812,0.0004403267,0.0002403049,0.0003690905],"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":[0.0005606088,0.001154718,0.3543199,0.01095585,0.001272388,0.02463682,0.0146692,0.0000338939,0.5501668,0.00775386,0.01808376,0.01639214],"study_design_scores_gemma":[0.003167197,0.001097384,0.9677818,0.002235929,0.0002314207,0.0009836486,0.004632656,0.0001707418,0.01587893,0.001050895,0.001925967,0.0008434591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973143,0.01690656,0.000001760067,0.001560269,0.0003191446,0.0008287633,0.00006636514,0.0005437253,0.006630344],"genre_scores_gemma":[0.9884079,0.005626932,0.0001438137,0.00008278635,0.0002188126,0.0001314421,0.00004581723,0.00006014595,0.005282329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6134619,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385858471","doi":"10.33920/med-08-2308-05","title":"International experience of drug correction of vitamin D level depending on its initial level in blood serum and the age of the patient (review and mathematical analysis)","year":2023,"lang":"en","type":"article","venue":"Sanitarnyj vrač (Sanitary Doctor)","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Vitamin D and neurology; Calcifediol; Incidence (geometry); Public health; Diabetes mellitus; Obesity; Epidemiology; vitamin D deficiency; Cholecalciferol; Internal medicine; Disease; Physiology; Pediatrics; Endocrinology; Pathology","authors":[{"name":"В. В. Кривошеев","is_ca":false},{"name":"I. V. Kozlovsky","is_ca":false},{"name":"L. U. Nikitina","is_ca":false},{"name":"А. В. Федоров","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06321044426107576,"gpt":0.3491162627501487,"spread":0.285905818489073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000699413,0.0001717144,0.0006479718,0.0003293483,0.00007793773,0.000006693817,0.0002106746,0.00004609398,0.00009250985],"category_scores_gemma":[0.001541969,0.0001024269,0.0001440769,0.0009608117,0.0005062048,0.00009535028,0.0003434892,0.0002699672,0.00000274274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003680076,"about_ca_system_score_gemma":0.00004077776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001733647,"about_ca_topic_score_gemma":0.0002098542,"domain_scores_codex":[0.997999,0.0002334201,0.0006242964,0.0002499533,0.000683411,0.0002099711],"domain_scores_gemma":[0.9985197,0.0007626737,0.0002041075,0.0002889291,0.0001762337,0.00004833903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002454776,0.004484212,0.6958407,0.01840168,0.01156804,0.0006578649,0.1697229,0.0003880621,0.04822531,0.007805997,0.004075877,0.03637457],"study_design_scores_gemma":[0.002727851,0.0003255358,0.9707969,0.00243187,0.00122648,0.00004053222,0.007977286,0.0009411757,0.01310496,0.0001755966,0.00008316995,0.0001686266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995677,0.001735022,0.0000111313,0.0006040951,0.0001730537,0.0006914391,0.0001272432,0.00001126719,0.0009697794],"genre_scores_gemma":[0.9963719,0.003167279,0.00006690153,0.00009527757,0.00002802387,0.00005538561,0.00001866205,0.00001268395,0.0001838915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2749562,"threshold_uncertainty_score":0.4176848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414648641","doi":"10.33920/med-08-2509-04","title":"Effects of outdoor air pollution on vitamin D status and public health","year":2025,"lang":"en","type":"article","venue":"Sanitarnyj vrač (Sanitary Doctor)","topic":"Air Quality and Health Impacts","field":"Environmental Science","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":"Vitamin D and neurology; vitamin D deficiency; Vitamin; Air pollution; Public health; Pollutant; Pollution","authors":[{"name":"В. В. Кривошеев","is_ca":false},{"name":"I. V. Kozlovsky","is_ca":false},{"name":"L. Yu. Nikitina","is_ca":false},{"name":"А. В. Федоров","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01964202611106124,"gpt":0.2937672573243654,"spread":0.2741252312133041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006442642,0.00026913,0.0004086432,0.0001830486,0.0003557991,0.00002244545,0.0002146516,0.0001328079,0.0002643554],"category_scores_gemma":[0.0003702278,0.0002587288,0.00006960694,0.0005536627,0.0003436055,0.0003713875,0.000187257,0.0003119075,0.0001768925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005857066,"about_ca_system_score_gemma":0.0001997016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004378638,"about_ca_topic_score_gemma":0.0008993357,"domain_scores_codex":[0.9973157,0.0003961547,0.0005108756,0.0004650828,0.0004209068,0.0008912801],"domain_scores_gemma":[0.9986057,0.0003123189,0.000190228,0.0003552531,0.00001799801,0.0005184956],"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":[0.0009525639,0.004479389,0.2904949,0.005737494,0.0003441969,0.00006521375,0.01781194,0.0006079192,0.004843486,0.0517952,0.2124587,0.4104089],"study_design_scores_gemma":[0.001142427,0.001006956,0.9207765,0.0001734185,0.00002153931,0.000002414268,0.0005680078,0.00008207044,0.0007171324,0.001987374,0.07325988,0.0002622912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772288,0.001237042,0.0003644703,0.01511846,0.0004635628,0.0008248635,0.00005774508,0.0001057812,0.004599297],"genre_scores_gemma":[0.9804949,0.000367373,0.0006804467,0.01785757,0.00005399908,0.0000219664,0.00002461021,0.00001927991,0.0004798126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6302816,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296994345","doi":"10.33920/med-08-2209-01","title":"The impact of smoking on COVID-19 morbidity and mortality","year":2022,"lang":"en","type":"article","venue":"Sanitarnyj vrač (Sanitary Doctor)","topic":"COVID-19 and Mental Health","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":"Coronavirus disease 2019 (COVID-19); Pandemic; Demography; Population; Incidence (geometry); Mortality rate; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Geography; Infectious disease (medical specialty); Disease; Internal medicine; Sociology","authors":[{"name":"В. В. Кривошеев","is_ca":false},{"name":"Artem Igorevich Stolyarov","is_ca":false},{"name":"L. U. Nikitina","is_ca":false},{"name":"Aleksandr Aleksandrovich Semenov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1193133019530876,"gpt":0.4616929139498862,"spread":0.3423796119967986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00136523,0.0002995763,0.0003592136,0.0001437206,0.00128086,0.00002660958,0.0004735471,0.00008009886,0.00356173],"category_scores_gemma":[0.0001769601,0.000236574,0.0002317368,0.0003873943,0.000284135,0.00008824554,0.0003104052,0.0006578228,0.00003380585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213713,"about_ca_system_score_gemma":0.0007130264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05425115,"about_ca_topic_score_gemma":0.001410103,"domain_scores_codex":[0.9970393,0.0007417773,0.0005105543,0.0005528166,0.0005256289,0.000629898],"domain_scores_gemma":[0.9973997,0.00105339,0.0002466063,0.0008487221,0.00003811677,0.0004134767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001731336,0.001163065,0.9159099,0.0001826677,0.0006647088,0.0002766345,0.01018933,0.0005184985,0.0003626446,0.01790771,0.042595,0.008498473],"study_design_scores_gemma":[0.001505243,0.001984402,0.931833,0.00001073778,0.00007466055,0.00007398035,0.004258515,0.00005639684,0.00002802977,0.004416871,0.05541646,0.0003417537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879425,0.002223005,0.00001296972,0.00049035,0.001283145,0.0006236937,0.000581575,0.00009463197,0.006748137],"genre_scores_gemma":[0.9972765,0.000118377,0.000008261861,0.001689523,0.0002120249,0.0001154244,0.00007373964,0.00003783982,0.0004683546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05284104,"threshold_uncertainty_score":0.9973491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}