{"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":"9637b4de3772","filters":{"venue":"Proceedings of the Shevchenko Scientific Society Medical sciences"}},"results":[{"id":"W2921007655","doi":"10.25040/ntsh2018.02.033","title":"ATB 340 (A MODULATOR OF SULFITE OXIDASE ACTIVITY) REDUCES OXIDATIVE STRESS DURING HYPERGLYCEMIA AND IN STRESS EXPOSED GASTRIC MUCOSA IN OLD RATS","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Shevchenko Scientific Society Medical sciences","topic":"Sulfur Compounds in Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Oxidative stress; Sulfite; Gastric mucosa; Sulfite oxidase; Stress (linguistics); Medicine; Endocrinology; Chemistry; Internal medicine; Pharmacology; Biochemistry; Stomach","authors":[{"name":"Yaroslav Pavlovskiy","is_ca":false},{"name":"Оksana Zayachkivska","is_ca":false},{"name":"Maksym Lutsyk","is_ca":false},{"name":"А. М. Yashchenko","is_ca":false},{"name":"Natalia Zaichko","is_ca":false},{"name":"John L. Wallace","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0195699953673414,"gpt":0.2650268119107189,"spread":0.2454568165433775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118376,0.000550307,0.0004137827,0.0004746418,0.0001800874,0.0001533948,0.0002674068,0.0003784757,0.001756791],"category_scores_gemma":[0.00009051582,0.0002072166,0.0003570362,0.000194862,0.0002563821,0.0003229275,0.0001795749,0.0007601939,0.0002123092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346999,"about_ca_system_score_gemma":0.0002208543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006138603,"about_ca_topic_score_gemma":0.001173738,"domain_scores_codex":[0.9999317,0.000009323814,0.000008100004,0.0000149555,0.00001482336,0.00002108661],"domain_scores_gemma":[0.9998871,0.000005215398,0.00004021296,0.000008438039,0.00001132124,0.00004769982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004644601,0.0006624619,0.0004943615,0.0001337403,0.00002226977,0.00007523134,0.00003680556,0.00005039088,0.9892192,0.00006428578,0.0001305968,0.004465992],"study_design_scores_gemma":[0.0006447294,0.02458544,0.01880895,0.00004807049,0.0001785896,0.000312401,0.0001909117,0.0005191381,0.9517968,0.0001088686,0.002781278,0.00002481243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960456,0.001864645,0.0008529018,0.000128309,0.00006023096,0.00003061683,0.0003025216,0.00008839559,0.0006267209],"genre_scores_gemma":[0.9903377,0.002774849,0.002110374,0.0001266748,0.0000413814,0.0001015285,0.0005956839,0.0000180346,0.003893599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001756791,"threshold_uncertainty_score":0.005877018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891022075","doi":"10.25040/ntsh2018.01.01","title":"The development of Ukrainian medical scientific organization through the centuries (to the 120th anniversary of foundation)","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Shevchenko Scientific Society Medical sciences","topic":"Medical and Biological Sciences","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":"Ukrainian; Foundation (evidence); Engineering ethics; Political science; Scientific development; Development (topology); Engineering; Law; Philosophy; Linguistics","authors":[{"name":"Oksana Zayachkivska","is_ca":false},{"name":"Vassyl Lonchyna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04505889072712152,"gpt":0.3039076792802566,"spread":0.2588487885531351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00575634,0.0002045321,0.0003938667,0.006130252,0.002245013,0.004210217,0.0004931093,0.0005925818,0.006183688],"category_scores_gemma":[0.01775292,0.0002166874,0.0003496069,0.01183813,0.002054556,0.003540656,0.002531482,0.001011728,0.00105425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004543743,"about_ca_system_score_gemma":0.009596691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008684956,"about_ca_topic_score_gemma":0.007914863,"domain_scores_codex":[0.9935566,0.002210641,0.001059828,0.0007688926,0.001851234,0.0005528025],"domain_scores_gemma":[0.989013,0.002840258,0.003974976,0.0007930228,0.00276832,0.0006105427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00025842,0.00004060494,0.1039916,0.01447074,0.000328539,0.00135661,0.04263524,0.0004178656,0.0009156863,0.1155435,0.1291712,0.59087],"study_design_scores_gemma":[0.000005067634,0.0000497888,0.1423563,0.004828465,0.00006091694,0.0009115594,0.01278728,0.00007743468,0.0003726675,0.003699531,0.8348114,0.00003960687],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2612644,0.5570735,0.004747483,0.04893497,0.007935926,0.000336696,0.01947559,0.000464081,0.09976744],"genre_scores_gemma":[0.8695524,0.1010003,0.004259013,0.004312498,0.001468043,0.0003032897,0.007258238,0.0001618304,0.01168437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.997755,"threshold_uncertainty_score":0.03296727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2922015181","doi":"10.25040/ntsh2018.02.115","title":"HYDROGEN SULFIDE SYSTEM ATTENUATES INJURY BY HYPERGLYCEMIA AND STRESS: THE ROLE OF MESENTERIC ADIPOCYTES IN AGED ANIMALS","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Shevchenko Scientific Society Medical sciences","topic":"Sulfur Compounds in Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Hydrogen sulfide; Internal medicine; Endocrinology; Stress hyperglycemia; Medicine; Diabetes mellitus; Materials science; Metallurgy; Sulfur","authors":[{"name":"Oleh Revenko","is_ca":false},{"name":"Oksana Zayachkivska","is_ca":false},{"name":"Natalia Zaichko","is_ca":false},{"name":"John L. Wallace","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009370831068769082,"gpt":0.2488167941228109,"spread":0.2394459630540419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001721753,0.0004292074,0.000266312,0.0003583328,0.0002025384,0.0001562472,0.0001792527,0.0002760642,0.001326135],"category_scores_gemma":[0.00006918883,0.0001834037,0.0003225623,0.0001480599,0.0003806727,0.0005030977,0.0002266035,0.0006979725,0.000193953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536344,"about_ca_system_score_gemma":0.0001827727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004528929,"about_ca_topic_score_gemma":0.0008278784,"domain_scores_codex":[0.9999274,0.000009423824,0.000005937266,0.00002166466,0.00001450948,0.00002095232],"domain_scores_gemma":[0.9999342,0.000003097868,0.00001905632,0.000007632293,0.000009200221,0.00002681379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005930363,0.0007223885,0.002945406,0.0001648258,0.00003541924,0.0002674978,0.0001557159,0.00006754664,0.9803006,0.0002294426,0.0001384093,0.00904243],"study_design_scores_gemma":[0.0006629222,0.0307475,0.1122393,0.000102603,0.0003835973,0.001334472,0.0008850013,0.000902474,0.8420761,0.0008444334,0.009778216,0.00004346155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924439,0.00470891,0.0013954,0.000176446,0.00009269994,0.00003917339,0.0001803439,0.00004458307,0.0009185806],"genre_scores_gemma":[0.98826,0.004896073,0.001724183,0.0001591923,0.00006809144,0.0001050086,0.0003287703,0.00001176809,0.004446874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001326135,"threshold_uncertainty_score":0.004436374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793627779","doi":"10.25040/ntsh2017.02.093","title":"SOMATOFORM DISORDERS IN GENERAL PRACTICE DOCTORS WORK: MAIN PRINCIPLES OF PROFESSIONAL APPROACH TO THE PATIENTS","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Shevchenko Scientific Society Medical sciences","topic":"Psychosomatic Disorders and Their Treatments","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":"Work (physics); Medicine; Engineering ethics; Medical education; Psychology; Engineering; Mechanical engineering","authors":[{"name":"Sofiia Fostiak","is_ca":false},{"name":"Yulia Medyns’ka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03700892232751639,"gpt":0.3246953217883303,"spread":0.2876863994608139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001860225,0.0002179987,0.0002597757,0.0007869903,0.001991017,0.002194301,0.0004607559,0.00120082,0.003167644],"category_scores_gemma":[0.003589326,0.0001860871,0.0002381849,0.0007824274,0.002796755,0.0007941229,0.00247601,0.001476436,0.0006306748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002546613,"about_ca_system_score_gemma":0.005047971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005337466,"about_ca_topic_score_gemma":0.01064464,"domain_scores_codex":[0.9969985,0.001353003,0.0001683196,0.0002885791,0.0008382907,0.0003533901],"domain_scores_gemma":[0.997976,0.0004870295,0.0004484226,0.0001053371,0.0003373365,0.0006458806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001788006,0.0004752985,0.1783516,0.004372903,0.00009548156,0.00432131,0.1934026,0.0002643011,0.003785836,0.01785763,0.0609094,0.5359848],"study_design_scores_gemma":[0.00009402458,0.0005519979,0.4770477,0.006073402,0.00009457099,0.01297421,0.1556117,0.0003500841,0.0006362273,0.02173248,0.3247086,0.0001250518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5254113,0.1308111,0.00772384,0.2006923,0.001826313,0.0005337769,0.0004639392,0.0001596124,0.1323779],"genre_scores_gemma":[0.9249255,0.04058418,0.005798107,0.01381291,0.0007242133,0.0001665051,0.0001492346,0.00002326731,0.01381617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005337466,"threshold_uncertainty_score":0.01847702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2975359802","doi":"10.25040/ntsh2019.01.15","title":"The experience of minimally invasive – endoscopic methods used to stop bleeding in upper sections of the digestive system","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Shevchenko Scientific Society Medical sciences","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","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; General surgery; Surgery","authors":[{"name":"Nazar Bula","is_ca":false},{"name":"Yuriy Shavarov","is_ca":false},{"name":"Yaroslav Savytskyi","is_ca":false},{"name":"Maryanna Savytska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03836382266126866,"gpt":0.3363571066622441,"spread":0.2979932840009755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002026965,0.0005291026,0.0003251006,0.0008473889,0.0006715273,0.0009258219,0.0005851352,0.0005738925,0.006198096],"category_scores_gemma":[0.002658327,0.0002176345,0.0007098957,0.0007145706,0.0008680091,0.001288557,0.001231558,0.001489849,0.002409122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006717351,"about_ca_system_score_gemma":0.001263568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009486724,"about_ca_topic_score_gemma":0.001855927,"domain_scores_codex":[0.9989038,0.0004208498,0.0001017537,0.0001531562,0.0002896093,0.0001308728],"domain_scores_gemma":[0.9986126,0.0003202167,0.0002001707,0.0001293526,0.0003859024,0.0003517057],"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":[0.0005280492,0.0008873971,0.03588583,0.002888486,0.0001661874,0.003059437,0.005991959,0.0004138595,0.0124968,0.002639576,0.03050217,0.9045402],"study_design_scores_gemma":[0.00004657843,0.002885769,0.09658451,0.002420962,0.0002244415,0.04214268,0.005426487,0.0002875999,0.01188724,0.001630003,0.8363492,0.0001144801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3975498,0.4841291,0.01444344,0.01312695,0.003419874,0.0002890439,0.0006277272,0.0003472863,0.0860667],"genre_scores_gemma":[0.5848156,0.332634,0.02032976,0.006725257,0.002321084,0.0001603305,0.0007943057,0.0002024781,0.05201712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006198096,"threshold_uncertainty_score":0.02073473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900103668","doi":"10.25040/ntsh2016.02.06","title":"EPIDEMIC OF NEURAL TUBE DEFECTS IN UKRAINE, OR WHY CHILDREN`S DEATH AND DISABILITIES ARE NOT PREVENTED","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Shevchenko Scientific Society Medical sciences","topic":"Folate and B Vitamins Research","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":"Neural tube; Tube (container); Medicine; Pediatrics; Biology; Materials science; Genetics","authors":[{"name":"Andriy Bazylevych","is_ca":false},{"name":"Olha Tychkivska","is_ca":false},{"name":"Lyubov Yevtushok","is_ca":false},{"name":"Wladimir Wertelecki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05992799807823156,"gpt":0.3305813565969793,"spread":0.2706533585187477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000494707,0.0001032377,0.0002051557,0.0006629896,0.0005123487,0.001017362,0.0002894367,0.0003565227,0.002292928],"category_scores_gemma":[0.001534056,0.00009051296,0.0002497532,0.0006211583,0.0004309762,0.0005990452,0.0008159061,0.0005614897,0.0002193699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466481,"about_ca_system_score_gemma":0.004217952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05004887,"about_ca_topic_score_gemma":0.03185435,"domain_scores_codex":[0.9997347,0.0000419168,0.00003332329,0.00004423612,0.00006788181,0.00007778058],"domain_scores_gemma":[0.9994937,0.00006917007,0.0001923996,0.00002805629,0.0001299016,0.00008669568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001746179,0.0001057345,0.751132,0.001425764,0.0002574903,0.004576626,0.005270925,0.0008768779,0.002095903,0.01876256,0.0295859,0.1857357],"study_design_scores_gemma":[0.00001826954,0.00008770339,0.8763778,0.001386327,0.0001777596,0.005447139,0.01040664,0.0008238378,0.0007539599,0.003576763,0.1008976,0.00004627558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8809457,0.03526035,0.001026947,0.04748951,0.0006291179,0.00003357358,0.004296246,0.0001730972,0.03014539],"genre_scores_gemma":[0.9782369,0.01555565,0.0005964091,0.001930044,0.0001133678,0.00001521692,0.00117828,0.00002734663,0.002346883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05004887,"threshold_uncertainty_score":0.09951514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}