{"meta":{"query_hash":"5736e0635667","filters":{"venue":"Russian Journal of Transplantology and Artificial Organs"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/5736e0635667","api":"https://metacan.xera.ac/api/v1/cohort?venue=Russian+Journal+of+Transplantology+and+Artificial+Organs"},"results":[{"id":"W3004235671","doi":"10.15825/1995-1191-2019-4-54-66","title":"Evaluation of the effectiveness of combined treatment of coronary heart disease – coronary artery bypass grafting, transplantation of autologous bone marrow mononuclear cells: a randomized, double-blind, placebo-controlled study","year":2020,"lang":"en","type":"article","venue":"Russian Journal of Transplantology and Artificial Organs","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":4,"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":"Medicine; Cardiology; Transplantation; Internal medicine; Artery; Coronary artery disease; Angina; Myocardial infarction; Heart transplantation; Canadian Cardiovascular Society; Surgery; Heart failure","score_opus":0.04371396447293963,"score_gpt":0.30778714534043566,"score_spread":0.26407318086749604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004235671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780286,0.010504723,0.0009031523,0.00027846478,0.0007914211,0.008076072,0.00045527006,0.00005239209,0.00091002317],"genre_scores_gemma":[0.9656313,0.0066208844,0.0034421217,0.0007820296,0.001414279,0.019377595,0.0006123516,0.00001375079,0.0021057639],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9982457,0.00086223247,0.00021039588,0.0003460862,0.00019648607,0.0001390677],"domain_scores_gemma":[0.9984218,0.00047117387,0.00043052723,0.00013929454,0.0001731797,0.00036410816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030531774,0.0015299108,0.0049938303,0.0008752596,0.0005313656,0.0008791173,0.0009071498,0.0025246656,0.004500479],"category_scores_gemma":[0.0017491807,0.00073993177,0.002201579,0.00071541173,0.0015684136,0.0008575496,0.00047356013,0.0016345015,0.0005364911],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96161246,0.023367146,0.00082197925,0.0012863604,0.0011138129,0.000027074053,0.000032956115,0.00006431097,0.002982007,0.000055316992,0.00012944819,0.008507275],"study_design_scores_gemma":[0.73791176,0.25710604,0.0025095695,0.00007133148,0.0010446114,0.00002524984,0.000025473637,0.00018125543,0.0006846715,0.000064706626,0.00036012,0.000015352207],"about_ca_topic_score_codex":0.0002743644,"about_ca_topic_score_gemma":0.0005259494,"teacher_disagreement_score":0.0049938303,"about_ca_system_score_codex":0.0004088581,"about_ca_system_score_gemma":0.0011302663,"threshold_uncertainty_score":0.016146898},"labels":[],"label_agreement":null},{"id":"W3040785071","doi":"10.15825/1995-1191-2020-2-117-124","title":"Hydrodynamic performance of a novel suturelessprosthetic aortic valve","year":2020,"lang":"en","type":"article","venue":"Russian Journal of Transplantology and Artificial Organs","topic":"Cardiac Valve Diseases and 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":"Heart valve; Aortic valve; Regurgitation (circulation); Body orifice; Sizing; Prosthesis; Biomedical engineering; Materials science; Surgery; Mechanical engineering; Medicine; Engineering; Chemistry","score_opus":0.014928469794807444,"score_gpt":0.2753535588560177,"score_spread":0.26042508906121026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040785071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916033,0.0012530251,0.006508357,0.00002511547,0.00009095861,0.00002793706,0.00004949382,0.000048338447,0.00039353615],"genre_scores_gemma":[0.9927523,0.00037573348,0.006152105,0.000022627473,0.000025608417,0.000013658292,0.000093211434,0.0000104010305,0.0005544397],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997149,0.000045424917,0.000025415009,0.00006797025,0.000120477336,0.000025762187],"domain_scores_gemma":[0.9996866,0.00009176087,0.0000679693,0.000027563307,0.00007091691,0.000055294655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037011004,0.00022854589,0.00019906105,0.00017587382,0.00009345724,0.00041970433,0.00022978894,0.0003403565,0.00038526175],"category_scores_gemma":[0.00061874586,0.00013366909,0.00019097317,0.00007203364,0.00018471887,0.00018848035,0.00014449735,0.00018068458,0.00012293537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008178262,0.00005357112,0.000632258,0.00007613875,0.0000069156504,0.00007027186,0.000039699702,0.00048998004,0.99549544,0.000039830386,0.00002963267,0.0029845042],"study_design_scores_gemma":[0.000060634473,0.0060938997,0.027596802,0.000024823752,0.000071248905,0.0012306165,0.00007815668,0.008753342,0.95116365,0.000060568007,0.004832872,0.000033358738],"about_ca_topic_score_codex":0.00010383124,"about_ca_topic_score_gemma":0.00013899444,"teacher_disagreement_score":0.00041970433,"about_ca_system_score_codex":0.00013437799,"about_ca_system_score_gemma":0.00013095624,"threshold_uncertainty_score":0.001957357},"labels":[],"label_agreement":null},{"id":"W3181578255","doi":"10.15825/1995-1191-2021-2-95-103","title":"Numerical and experimental justification of transcatheter aortic valve prosthesis design","year":2021,"lang":"en","type":"article","venue":"Russian Journal of Transplantology and Artificial Organs","topic":"Cardiac Valve Diseases and 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":"Finite element method; Prosthesis; Aortic valve; Computer Aided Design; Structural engineering; Engineering; Mechanical engineering; Biomedical engineering; Computer science; Surgery; Medicine","score_opus":0.021654852835280472,"score_gpt":0.30843782139840337,"score_spread":0.2867829685631229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181578255","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6085368,0.0016107365,0.36968574,0.00037062183,0.00022425415,0.00026164114,0.00041639028,0.0004011603,0.0184927],"genre_scores_gemma":[0.92161256,0.00037148932,0.07660464,0.00002352707,0.000013775182,0.0001345773,0.00012845828,0.000016002825,0.0010950196],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994019,0.000113752314,0.00004258327,0.0000638852,0.00035223018,0.000025732836],"domain_scores_gemma":[0.99909675,0.00041077792,0.00010400569,0.00016204106,0.00020979272,0.000016727625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009213323,0.00034771158,0.00021935398,0.00031982287,0.00022966256,0.000370548,0.0005579968,0.0006182589,0.0021689723],"category_scores_gemma":[0.00237112,0.00015413701,0.0002320753,0.00014769728,0.0005271919,0.0002916413,0.0002495892,0.00031537167,0.00022406102],"study_design_candidate":"simulation_or_modeling","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":[0.00044220447,0.00028068956,0.0054310723,0.00090619875,0.000040382904,0.0002693412,0.00019599203,0.4022995,0.5124609,0.017938284,0.00064139516,0.059094008],"study_design_scores_gemma":[0.000111751826,0.0011150076,0.00583011,0.00011412342,0.000055220487,0.00043558056,0.00006924873,0.6175291,0.3625699,0.0035259107,0.00859467,0.000049293747],"about_ca_topic_score_codex":0.000345164,"about_ca_topic_score_gemma":0.00041197138,"teacher_disagreement_score":0.0021689723,"about_ca_system_score_codex":0.0003917911,"about_ca_system_score_gemma":0.0003684572,"threshold_uncertainty_score":0.0072559714},"labels":[],"label_agreement":null},{"id":"W4393940094","doi":"10.15825/1995-1191-2024-1-149-159","title":"Organ donation after euthanasia. Review and criticism of foreign practice","year":2023,"lang":"en","type":"article","venue":"Russian Journal of Transplantology and Artificial Organs","topic":"Organ Donation and Transplantation","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":"Criticism; Organ donation; Medicine; Psychology; Law; Political science; Transplantation; Surgery","score_opus":0.023364151726987727,"score_gpt":0.3132003435207645,"score_spread":0.28983619179377673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393940094","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020057999,0.9942954,0.00010012892,0.0029848306,0.0008875471,0.0000027546237,0.000008793268,0.0000032040366,0.0015168292],"genre_scores_gemma":[0.0049035945,0.9894204,0.00017835909,0.0029620721,0.002170831,0.000010063646,0.000019236346,0.000005184537,0.00033028293],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973425,0.001110511,0.00036157,0.000359739,0.00072968967,0.0000960724],"domain_scores_gemma":[0.99122566,0.0067924955,0.0006945346,0.0002482791,0.0008964764,0.00014252278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004900681,0.00063445617,0.0011777075,0.004475519,0.0010581062,0.003124149,0.001504955,0.0040681646,0.0021316754],"category_scores_gemma":[0.011297796,0.00032864534,0.00061868865,0.005715657,0.007194609,0.0026844712,0.0016027618,0.0031864555,0.0008402967],"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":[0.0001179402,0.000057638208,0.0006631786,0.024448467,0.000091114176,0.00084106316,0.0022605432,0.00044769555,0.00041537048,0.051516794,0.067087956,0.8520522],"study_design_scores_gemma":[0.000017534248,0.000065491135,0.0026953062,0.037775625,0.000105255574,0.0040262486,0.0015660207,0.000099093515,0.0002468815,0.011805403,0.9415573,0.000039849827],"about_ca_topic_score_codex":0.0019444858,"about_ca_topic_score_gemma":0.0016523163,"teacher_disagreement_score":0.004900681,"about_ca_system_score_codex":0.0020495425,"about_ca_system_score_gemma":0.0043040793,"threshold_uncertainty_score":0.02591759},"labels":[],"label_agreement":null},{"id":"W4413996724","doi":"10.15825/1995-1191-2025-3-55-65","title":"Psychological profiles of end-stage renal disease patients undergoing pre-transplant evaluation","year":2025,"lang":"en","type":"article","venue":"Russian Journal of Transplantology and Artificial Organs","topic":"Bipolar Disorder 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":"End stage renal disease; Renal transplant; Stage (stratigraphy); Medicine; Disease; Urology; Intensive care medicine; Internal medicine; Transplantation; Biology","score_opus":0.019539918960191256,"score_gpt":0.30961179446665665,"score_spread":0.2900718755064654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413996724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996207,0.000087408735,0.000019243022,0.00001542019,0.0000026071323,0.0000066555644,0.00006215361,6.5180234e-7,0.00018520336],"genre_scores_gemma":[0.9997528,0.00005082392,0.000029300454,0.000011874989,0.0000031514146,0.0000044536855,0.000082228624,1.8147699e-7,0.00006515325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998254,0.000038139526,0.000028317898,0.00002238091,0.0000454902,0.000040144576],"domain_scores_gemma":[0.9992968,0.000090471294,0.00030986348,0.000017305225,0.00006890942,0.0002166664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024747342,0.0001787593,0.00030222736,0.0006709245,0.00036853482,0.00039742616,0.000114618495,0.00028262194,0.0011662646],"category_scores_gemma":[0.0014832175,0.00009992517,0.0002677344,0.0005449579,0.00015763064,0.0002798644,0.0003186885,0.0003939134,0.00014339612],"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":[0.00007313295,0.000073004034,0.9983021,0.0000112280795,0.000016437514,0.00010910608,0.0001655545,0.00001895289,0.00023126522,0.0000058156147,0.000028373563,0.0009650228],"study_design_scores_gemma":[0.000002444921,0.00014790511,0.9992199,0.0000029837076,0.000006684912,0.0002336946,0.00027572954,0.000035585625,0.00002310838,0.000005645249,0.000044273933,0.0000019771571],"about_ca_topic_score_codex":0.0011949127,"about_ca_topic_score_gemma":0.0019954948,"teacher_disagreement_score":0.0011949127,"about_ca_system_score_codex":0.00015469122,"about_ca_system_score_gemma":0.00018270408,"threshold_uncertainty_score":0.0039014816},"labels":[],"label_agreement":null}]}