{"meta":{"query_hash":"063769271e1d","filters":{"venue":"Journal of Volgograd State Medical University"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/063769271e1d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Volgograd+State+Medical+University"},"results":[{"id":"W2904279668","doi":"10.19163/1994-9480-2018-2(66)-35-38","title":"ANALYSIS OF PSYCHOLOGICAL STATUS IN SURGICAL AND THERAPEUTIC MEDICAL PROFESSIONALS","year":2018,"lang":"en","type":"article","venue":"Journal of Volgograd State Medical University","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Psyche; Toronto Alexithymia Scale; Psychology; Clinical psychology; Scale (ratio); Psychotherapist; Medicine","score_opus":0.022812363369577815,"score_gpt":0.3482996789754755,"score_spread":0.32548731560589766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904279668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958832,0.0005952382,0.00024945306,0.0018708362,0.00015654138,0.00009729799,0.000009332448,0.000006039654,0.0011320388],"genre_scores_gemma":[0.9978484,0.0014768633,0.00020502454,0.00020043689,0.00004013815,1.3273878e-7,0.000004149578,0.000004969015,0.0002198711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976746,0.00022651975,0.0005052267,0.00016955653,0.0011712685,0.00025283208],"domain_scores_gemma":[0.99843645,0.00029082014,0.00027449004,0.00013729351,0.00018889729,0.00067203137],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086023775,0.0001218983,0.00070806855,0.00058188086,0.000040613122,0.0000036057072,0.00016947948,0.00017308877,0.0015845268],"category_scores_gemma":[0.00023221676,0.000079331076,0.00021657089,0.0009542318,0.0005954063,0.000051684736,0.000055032484,0.00036316612,0.0000023516602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030397682,0.004388151,0.9108659,0.00005017057,0.0024981098,0.0039656176,0.0014368433,5.7638294e-7,0.000013161042,0.00031488703,0.00035064525,0.073076144],"study_design_scores_gemma":[0.010869057,0.0022810388,0.9733077,0.00071101065,0.0009010406,0.00033949697,0.0012217782,0.0013468486,0.000007865238,0.0006162837,0.008272293,0.00012554898],"about_ca_topic_score_codex":0.000050910374,"about_ca_topic_score_gemma":0.00007310449,"teacher_disagreement_score":0.072950594,"about_ca_system_score_codex":0.00005357837,"about_ca_system_score_gemma":0.00023949893,"threshold_uncertainty_score":0.99932814},"labels":[],"label_agreement":null},{"id":"W3202022691","doi":"10.19163/1994-9480-2021-1(77)-48-51","title":"DISTANCE LEARNING TODAY. WHAT DO PEDIATRICIANS THINK?","year":2021,"lang":"en","type":"article","venue":"Journal of Volgograd State Medical University","topic":"Foreign Language Teaching Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medical education; Distance education; Point (geometry); Coronavirus disease 2019 (COVID-19); Psychology; Pandemic; Work (physics); Medicine; Pedagogy; Engineering; History","score_opus":0.012059860224384596,"score_gpt":0.297968137146247,"score_spread":0.2859082769218624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202022691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76410675,0.012952875,0.1581006,0.018717369,0.0036304349,0.00017030905,0.00000867028,0.00018305561,0.042129908],"genre_scores_gemma":[0.93091536,0.03372259,0.020269495,0.0005488223,0.0012230385,6.645543e-8,0.000004713018,0.000027986865,0.01328793],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99586445,0.001883114,0.00027511668,0.00016594282,0.0014590281,0.00035233935],"domain_scores_gemma":[0.9978794,0.000723416,0.0003466254,0.00012353006,0.0003708871,0.0005561336],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004051089,0.00010593268,0.00029278127,0.00014232521,0.0005893855,0.00014179388,0.00052869436,0.00013668445,0.00093932013],"category_scores_gemma":[0.0040654354,0.000100950296,0.00022166298,0.0006825621,0.00037244504,0.0008519329,0.000100943456,0.0011439547,0.000009109717],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025819804,0.00052522257,0.037939966,0.000059940543,0.00027583668,0.025799818,0.2048696,0.00020195065,0.000052418207,0.02616674,0.008238492,0.69561183],"study_design_scores_gemma":[0.0011168843,0.00016370055,0.002297866,0.0002828819,0.00011342503,0.00010203467,0.29080477,0.00010685557,0.000023967372,0.00410079,0.7006081,0.0002787659],"about_ca_topic_score_codex":0.0003038094,"about_ca_topic_score_gemma":0.00067529036,"teacher_disagreement_score":0.69533306,"about_ca_system_score_codex":0.0003105155,"about_ca_system_score_gemma":0.0011337909,"threshold_uncertainty_score":0.99997395},"labels":[],"label_agreement":null},{"id":"W4367315248","doi":"10.19163/1994-9480-2023-20-1-109-116","title":"Comparative evaluation of the effectiveness of autological bone marrow aspirate concentrate and platelete-rich plasma injected intraosseously in the treatment of the knee osteoarthritis","year":2023,"lang":"en","type":"article","venue":"Journal of Volgograd State Medical University","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"WOMAC; Osteoarthritis; Medicine; Visual analogue scale; Platelet-rich plasma; Randomized controlled trial; Surgery; Internal medicine; Physical therapy; Platelet; Pathology","score_opus":0.028581954675103393,"score_gpt":0.27572755892004247,"score_spread":0.2471456042449391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367315248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99799126,0.00040863355,0.000005421317,0.00035931042,0.00021828621,0.00084643986,0.000036322686,0.000005554342,0.00012873994],"genre_scores_gemma":[0.9995889,0.000323444,0.000020552327,0.000010818362,0.000015494485,0.0000018595098,0.0000058556707,0.0000044456024,0.000028597906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966644,0.0016045155,0.00042054834,0.00012830397,0.0010047065,0.00017749578],"domain_scores_gemma":[0.9981629,0.0007650246,0.00046185552,0.00016109635,0.0003568052,0.00009232119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016857953,0.00013975444,0.0006177485,0.00012851208,0.00007644238,0.0000045911684,0.00016045083,0.00010310709,0.00002216821],"category_scores_gemma":[0.00022515895,0.0000689145,0.00017741232,0.00066850794,0.0005107373,0.00006320256,0.00004360826,0.00024130514,5.54587e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03414086,0.007310951,0.4531461,0.0007875107,0.002259366,0.004573066,0.042372685,0.0009420074,0.08452787,0.0017546674,0.00018207934,0.36800283],"study_design_scores_gemma":[0.049785417,0.03173215,0.8464261,0.0019155557,0.0014641023,0.0007410169,0.008496985,0.0017960811,0.05612603,0.0009181012,0.00040565844,0.00019277756],"about_ca_topic_score_codex":0.000050740327,"about_ca_topic_score_gemma":0.00020562993,"teacher_disagreement_score":0.39328003,"about_ca_system_score_codex":0.0001461182,"about_ca_system_score_gemma":0.00038646127,"threshold_uncertainty_score":0.28102517},"labels":[],"label_agreement":null},{"id":"W4401336262","doi":"10.19163/1994-9480-2024-21-2-157-162","title":"The severity of pelvic pain syndrome associated with external genital endometriosis in women of reproductive age as a prognostic factor for the degree of prevalence of the process","year":2024,"lang":"en","type":"article","venue":"Journal of Volgograd State Medical University","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Endometriosis; Pelvic pain; Medicine; Sex organ; Degree (music); Gynecology; Obstetrics; Surgery; Biology","score_opus":0.024675172540459454,"score_gpt":0.2821816590280289,"score_spread":0.2575064864875694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401336262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959314,0.0018940886,0.00036680256,0.0006981344,0.000050529874,0.0008783628,0.00015608658,0.0000037668929,0.000020866182],"genre_scores_gemma":[0.99835724,0.0013110084,0.00007927172,0.000006245243,0.00001317178,0.000003943565,6.8970775e-7,0.000008748066,0.00021971467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996948,0.00046098826,0.00051973003,0.00017083567,0.0016264224,0.00027402383],"domain_scores_gemma":[0.9890293,0.009204784,0.0006037806,0.0002349286,0.00074979465,0.00017741794],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003242711,0.00012892592,0.0005240313,0.0003585891,0.000068237896,0.000007556308,0.00047470306,0.000059228296,0.000039524413],"category_scores_gemma":[0.025872655,0.0000579769,0.00025855578,0.0016479578,0.000738059,0.00010702999,0.00008956569,0.00048458902,1.1055759e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015668567,0.005069581,0.7964454,0.00649841,0.008558134,0.0037190865,0.018530432,0.000037328853,0.0013499707,0.000060396753,0.00011457423,0.14394806],"study_design_scores_gemma":[0.005379438,0.007670434,0.9747847,0.003643335,0.00056609476,0.00031973855,0.0038175797,0.00027890477,0.0030241916,0.00029998412,0.00012332192,0.00009233021],"about_ca_topic_score_codex":0.00011189147,"about_ca_topic_score_gemma":0.00006973476,"teacher_disagreement_score":0.17833918,"about_ca_system_score_codex":0.00030317876,"about_ca_system_score_gemma":0.0010335511,"threshold_uncertainty_score":0.9823328},"labels":[],"label_agreement":null}]}