{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"e2c70ed202d4","filters":{"venue":"Practical oncology"}},"results":[{"id":"W3123717621","doi":"10.31917/2104269","title":"Outstanding issues of surgical treatment of locally advanced forms of malignant tumors","year":2020,"lang":"en","type":"article","venue":"Practical oncology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Resection; Surgical resection; Surgery; General surgery","authors":[{"name":"V.V. Egorenkov","is_ca":false},{"name":"K.A. Andreychuk","is_ca":false},{"name":"M. S. Molchanov","is_ca":false},{"name":"Э. В. Кулешова","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07062682292517328,"gpt":0.4183731135707391,"spread":0.3477462906455658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009026066,0.0001212516,0.0008947242,0.00003968508,0.00001136349,0.000001278395,0.00003264823,0.00008502947,0.0003035756],"category_scores_gemma":[0.0001710795,0.00007882756,0.0001762005,0.000126015,0.0001512051,0.00005019378,0.00002845308,0.00006562866,0.000006863659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183687,"about_ca_system_score_gemma":0.0003121684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006836457,"about_ca_topic_score_gemma":0.00001449624,"domain_scores_codex":[0.9988398,0.00005154766,0.0005325046,0.0001991566,0.0002047774,0.0001722285],"domain_scores_gemma":[0.9986951,0.0005939649,0.0002900539,0.0001401524,0.0001081556,0.0001725362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.05558493,0.04039414,0.2708568,0.002130149,0.003775521,0.009195538,0.008499786,0.0001895209,0.04776523,0.09575462,0.001975156,0.4638786],"study_design_scores_gemma":[0.03248274,0.1240088,0.02274343,0.0005884563,0.001944779,0.0006055746,0.002481613,0.0005418115,0.5258075,0.0006742022,0.2877803,0.0003408041],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390469,0.002136507,0.0002220229,0.05076797,0.00008603463,0.000727146,0.00003568605,0.0000212904,0.00695644],"genre_scores_gemma":[0.9932854,0.003359438,0.003084814,0.0001148152,0.00005848098,0.00003726867,0.000009458424,0.00001139145,0.00003900005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4780422,"threshold_uncertainty_score":0.3323939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210251105","doi":"10.31917/2204244","title":"Neoadjuvant anti PD-1 / PD-L1 immune checkpoint inhibitors in locally advanced gastric cancer with microsatellite instability","year":2021,"lang":"en","type":"article","venue":"Practical oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Association of Nurses in Oncology","funders":"","keywords":"Pembrolizumab; Nivolumab; Microsatellite instability; Medicine; Cancer; Internal medicine; Immune checkpoint; Oncology; Gastroenterology; Immunotherapy; Microsatellite; Biology","authors":[{"name":"A.Y. Navmatulya","is_ca":false},{"name":"Vyacheslav Chubenko","is_ca":true},{"name":"Solomiia Savchuk","is_ca":true},{"name":"F.R. Almukhametova","is_ca":false},{"name":"P.Y. Tsuprun","is_ca":true},{"name":"Е.М. Zykov","is_ca":false},{"name":"В. Моисеенко","is_ca":false},{"name":"A.I. Kuznetsov","is_ca":false},{"name":"Gamzat Inusilaev","is_ca":false},{"name":"V.A. Heinstein","is_ca":false},{"name":"Ksenya V. Shelekhova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02346762241482039,"gpt":0.3413443858011271,"spread":0.3178767633863068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005532855,0.0002746471,0.0008804718,0.0001704872,0.00005824188,0.0000285285,0.00009523185,0.0001907528,0.0007060656],"category_scores_gemma":[0.0007758383,0.0002222841,0.0001431594,0.0009680505,0.0002385311,0.0002515249,0.0002004194,0.0008270179,0.00005407905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009573219,"about_ca_system_score_gemma":0.001531609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003817077,"about_ca_topic_score_gemma":0.001008466,"domain_scores_codex":[0.9974077,0.0001984569,0.0007732176,0.0006378103,0.0003439893,0.0006388134],"domain_scores_gemma":[0.9983974,0.0004247143,0.0002582923,0.0004407734,0.0002509252,0.0002278662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008724133,0.003772927,0.5414498,0.0005789042,0.0003945848,0.008475981,0.0006346484,0.0002332403,0.06002416,0.0005412695,0.0007866532,0.3743837],"study_design_scores_gemma":[0.01117189,0.001837864,0.7267078,0.0002721226,0.0003465687,0.0006915457,0.0009075951,0.0001678998,0.01608359,0.0001084599,0.2413233,0.0003813788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466015,0.002722049,0.0007740701,0.03996411,0.0006581601,0.0008301182,0.000007160127,0.00007847406,0.008364399],"genre_scores_gemma":[0.9831878,0.002262627,0.0110609,0.002168604,0.0001955542,0.0001124236,0.0000330731,0.00003674723,0.0009422853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3740023,"threshold_uncertainty_score":0.9064482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401246140","doi":"10.22141/2663-3272.7.1.2024.97","title":"Молекулярні біомаркери в менеджменті пацієнтів з недрібноклітинним раком легень","year":2024,"lang":"uk","type":"article","venue":"Practical oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"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":"Geography","authors":[{"name":"O. Sulaieva","is_ca":false},{"name":"O. Pototska","is_ca":true},{"name":"Denys Kozakov","is_ca":false},{"name":"Sofiia Livshun","is_ca":false},{"name":"M. Panko","is_ca":false},{"name":"О. І. Vynnychenko","is_ca":false},{"name":"Yu. V. Moskalenko","is_ca":false},{"name":"Roman Moskalenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05376135599322803,"gpt":0.5215471573161271,"spread":0.4677858013228991,"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":[0.0008347867,0.0006175077,0.001109476,0.0003563998,0.0003018264,0.000234618,0.0002160773,0.00089931,0.010715],"category_scores_gemma":[0.001628122,0.0005117872,0.0004455041,0.0008023903,0.0005169707,0.000592359,0.0002248563,0.001808806,0.01697662],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002422886,"about_ca_system_score_gemma":0.009262086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005434199,"about_ca_topic_score_gemma":0.0001728216,"domain_scores_codex":[0.995338,0.0004826697,0.001029064,0.001236261,0.0006811772,0.001232841],"domain_scores_gemma":[0.9945979,0.003284045,0.0002150355,0.0007381274,0.0002735457,0.0008913451],"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":[0.00119681,0.004917216,0.001235005,0.001439243,0.005656676,0.02073186,0.004306662,0.00001350606,0.0012845,0.299205,0.2917014,0.3683122],"study_design_scores_gemma":[0.002769686,0.003909367,0.00153795,0.0004848664,0.006071588,0.00162846,0.0009026089,0.001867907,0.0002258566,0.00353182,0.9765866,0.0004832426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005445459,0.03529383,0.002735713,0.2449549,0.01479098,0.001901852,0.0002255617,0.000703147,0.6939486],"genre_scores_gemma":[0.8934855,0.00729961,0.007982748,0.008429899,0.006701089,0.0004216839,0.0003191921,0.0002479918,0.07511232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.88804,"threshold_uncertainty_score":0.9997334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}