{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"2b41bc486462","filters":{"venue":"Innovative medicine of Kuban"}},"results":[{"id":"W2955964932","doi":"10.35401/2500-0268-2019-14-2-36-44","title":"Study of the Dosing Tissue Distraction Clinical Efficacy in the Soft Tissue Defects Treatment of Various Etiologies in the Lower Extremities","year":2019,"lang":"en","type":"article","venue":"Innovative medicine of Kuban","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Soft tissue; Distraction; Surgery; Quality of life (healthcare); Dosing; Etiology; Distraction osteogenesis; Internal medicine","authors":[{"name":"S. N. Pyatakov","is_ca":false},{"name":"V. A. Pоrhanov","is_ca":false},{"name":"Bensman Vm","is_ca":false},{"name":"А. Г. Барышев","is_ca":false},{"name":"Svetlana Nikolaevna Pyatakova","is_ca":false},{"name":"D. V. Butenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07655865486808644,"gpt":0.4003932216566413,"spread":0.3238345667885549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001024936,0.0001622569,0.0006514739,0.0001019097,0.00002953894,0.000003187901,0.0002131817,0.00008122728,0.00006081647],"category_scores_gemma":[0.001095603,0.00006043807,0.0000647792,0.0008624839,0.0004939288,0.00003233835,0.00003107376,0.0002911083,0.000001212429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003770729,"about_ca_system_score_gemma":0.00004980077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006500565,"about_ca_topic_score_gemma":0.0001251902,"domain_scores_codex":[0.9979376,0.000497132,0.0007961468,0.0002013702,0.0004158895,0.0001518852],"domain_scores_gemma":[0.9962006,0.002799881,0.0004045111,0.000432886,0.0001471967,0.00001489066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009704446,0.008014635,0.8947406,0.0001014039,0.0001537319,0.00008985189,0.03837021,0.00003306915,0.01285802,0.001129573,0.0002281783,0.04331033],"study_design_scores_gemma":[0.00399044,0.0088199,0.9482375,0.0003807148,0.00007500032,0.00001606417,0.03430445,0.000003339075,0.002414588,0.0001148806,0.001586854,0.00005622722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936559,0.0004782914,0.0000056771,0.002469863,0.0002744179,0.001295933,0.000002831894,0.000005704672,0.001811351],"genre_scores_gemma":[0.9994848,0.00005759215,0.00001070987,0.0001771599,0.0001468703,0.00001660714,0.000005955332,0.000007704864,0.00009260353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05349698,"threshold_uncertainty_score":0.2464593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401883378","doi":"10.35401/2541-9897-2024-9-3-40-46","title":"Cognitive Impairment Features in Patients With Multiple Sclerosis","year":2024,"lang":"en","type":"article","venue":"Innovative medicine of Kuban","topic":"Multiple Sclerosis 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":"Multiple sclerosis; Cognitive impairment; Cognition; Medicine; Psychology; Neuroscience; Psychiatry","authors":[{"name":"A. I. Pelin","is_ca":false},{"name":"E. R. Shagieva","is_ca":false},{"name":"I. S. Khrabrov","is_ca":false},{"name":"R. R. Galieva","is_ca":false},{"name":"A. A. Faezova","is_ca":false},{"name":"N. V. Komissarova","is_ca":false},{"name":"M. Yu. Stoyanov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04856952047175501,"gpt":0.3269700686112231,"spread":0.2784005481394681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000479153,0.0002739262,0.0006483686,0.0008447593,0.00004621818,0.000009869305,0.00009917393,0.00006723412,0.0001766537],"category_scores_gemma":[0.001494443,0.0001651944,0.00004342025,0.00259467,0.0007637929,0.0001189333,0.00009344659,0.0004975522,0.00001160806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836903,"about_ca_system_score_gemma":0.0001583699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002962844,"about_ca_topic_score_gemma":0.00007988758,"domain_scores_codex":[0.9976192,0.00007084062,0.0005009944,0.0004365738,0.000980111,0.0003923312],"domain_scores_gemma":[0.9977534,0.0005579869,0.00009916862,0.0002112911,0.001266564,0.0001115628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00201342,0.0006082011,0.9456353,0.0006178598,0.0004847317,0.00004162725,0.004246343,0.000001068849,0.003361527,0.000165455,0.006649605,0.03617493],"study_design_scores_gemma":[0.0093312,0.003553827,0.9736063,0.007772158,0.00005145016,0.00000193399,0.001603772,0.00004262997,0.003561291,0.00001597605,0.0003115049,0.0001479145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991248,0.0007732975,0.0000828631,0.002748966,0.0001368712,0.001410375,0.00007157767,0.00006875989,0.003459297],"genre_scores_gemma":[0.9987243,0.00008597593,0.0002924553,0.0002589897,0.0001458656,0.0001081045,0.0001201791,0.00003814455,0.0002259745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03602701,"threshold_uncertainty_score":0.6736432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385985008","doi":"10.35401/2541-9897-2023-26-3-121-128","title":"Capsule Endoscopy for the Diagnosis of Suspected Small Bowel Bleeding","year":2023,"lang":"en","type":"article","venue":"Innovative medicine of Kuban","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","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":"Capsule endoscopy; Esophagogastroduodenoscopy; Medicine; Endoscopy; Gastrointestinal bleeding; Obscure gastrointestinal bleeding; General surgery; Gastroenterology; Colonoscopy; Radiology; Internal medicine; Colorectal cancer","authors":[{"name":"P. P. Polyakov","is_ca":false},{"name":"Anar Y. Alimetov","is_ca":false},{"name":"A. V. Onopriev","is_ca":false},{"name":"Andrey V. Avakimyan","is_ca":false},{"name":"А. Х. Каде","is_ca":false},{"name":"С. А. Занин","is_ca":false},{"name":"E. S. Zanina","is_ca":false},{"name":"Z. S. Popov","is_ca":false},{"name":"А. И. Трофименко","is_ca":false},{"name":"Zinaida Jndoyan","is_ca":false},{"name":"Ashot Avagimyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07834975999126602,"gpt":0.3379452436157094,"spread":0.2595954836244433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006294005,0.0002109366,0.0005968995,0.0003711862,0.00008159012,0.000003608578,0.0001572833,0.00004546296,0.0001192612],"category_scores_gemma":[0.002598404,0.0001232347,0.00009776018,0.001964937,0.0004142223,0.00002946218,0.00005537003,0.0001591963,0.000005969744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006075239,"about_ca_system_score_gemma":0.00009134306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003434137,"about_ca_topic_score_gemma":0.00001448385,"domain_scores_codex":[0.9984326,0.00002088609,0.0006246554,0.0002573841,0.0003492227,0.0003152652],"domain_scores_gemma":[0.9966331,0.001414285,0.000362065,0.0002844488,0.001231502,0.00007459935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003965037,0.0005651303,0.8193293,0.000691918,0.0009434731,0.00005508467,0.00218813,0.00001581016,0.1095004,0.0116994,0.04765573,0.006959168],"study_design_scores_gemma":[0.007836276,0.007036305,0.6915337,0.003068317,0.0006913988,0.00003554249,0.004200263,0.0003944387,0.2820555,0.0007054614,0.002267287,0.0001754122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778389,0.000448488,0.0003595369,0.01827888,0.0003233834,0.001134937,0.00004682009,0.00008355961,0.001485483],"genre_scores_gemma":[0.996859,0.0001712036,0.001760125,0.000205209,0.0003025101,0.0003360808,0.00007028016,0.00003263861,0.0002629239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1725551,"threshold_uncertainty_score":0.5025367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396659447","doi":"10.35401/2541-9897-2024-9-2-48-55","title":"Platelet-Rich Plasma Treatments of Horizontal Meniscal Tears: A Comparative Analysis","year":2024,"lang":"en","type":"article","venue":"Innovative medicine of Kuban","topic":"Knee injuries and reconstruction techniques","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":"Tears; Platelet-rich plasma; Medicine; Platelet; Internal medicine; Surgery","authors":[{"name":"M. P. Lisitsyn","is_ca":false},{"name":"R. Ya. Atlukhanov","is_ca":false},{"name":"А. М. Заремук","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02768465541428481,"gpt":0.3526168493174447,"spread":0.3249321939031599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002717399,0.0002285556,0.001222607,0.001326884,0.00003380398,0.00000525049,0.00008636888,0.0001091792,0.0005785177],"category_scores_gemma":[0.00006022072,0.0001471031,0.0001658332,0.003772734,0.0008136952,0.00008516308,0.00003332728,0.0002621134,0.000006026583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009084733,"about_ca_system_score_gemma":0.0001338917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164184,"about_ca_topic_score_gemma":0.00001070808,"domain_scores_codex":[0.9981542,0.0000440961,0.0008957034,0.0003014981,0.0004242971,0.0001801612],"domain_scores_gemma":[0.998746,0.0001422308,0.000270534,0.000227466,0.0005383883,0.00007536981],"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":[0.002991473,0.001714067,0.1667117,0.002078412,0.05315857,0.0004635871,0.03121704,0.000008634114,0.4572346,0.06254568,0.05008461,0.1717916],"study_design_scores_gemma":[0.004096593,0.01021579,0.06323919,0.001779519,0.003410916,0.0002801728,0.00878531,0.0005893502,0.8959441,0.0007461546,0.01052791,0.0003849915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977556,0.0004909539,0.0007457029,0.0008184279,0.0003130533,0.0003806351,0.00006715304,0.0001051264,0.01952289],"genre_scores_gemma":[0.9968451,0.00004845706,0.001780794,0.00003246844,0.000162256,0.00002287835,0.00007685187,0.00001386055,0.001017326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4387095,"threshold_uncertainty_score":0.6334363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3109474725","doi":"10.35401/2500-0268-2020-20-4-73-78","title":"The fate of the scientist as a reflection of the epoch: in memory of the first rector of the Kuban State Medical University Nikolai F. Melnikov-Razvedenkov","year":2020,"lang":"en","type":"article","venue":"Innovative medicine of Kuban","topic":"Medical History and Innovations","field":"Arts and Humanities","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":"State (computer science); Meaning (existential); Epoch (astronomy); Sociology; Quarter (Canadian coin); Reflection (computer programming); Medical science; Law; History; Philosophy; Mathematics; Political science; Epistemology; Medicine; Physics; Medical education; Computer science; Archaeology","authors":[{"name":"С. Н. Алексеенко","is_ca":false},{"name":"A. N. Redko","is_ca":false},{"name":"E. L. Nikulina","is_ca":false},{"name":"Д. В. Веселова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04327405235291928,"gpt":0.2532425128976898,"spread":0.2099684605447705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001563829,0.0001673701,0.0004272615,0.0001222429,0.0006082175,0.000005088307,0.001338228,0.00006931929,0.0005687649],"category_scores_gemma":[0.003033607,0.00006831079,0.0001352851,0.002221208,0.008057129,0.00009599103,0.000352549,0.0006115547,9.718236e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008836663,"about_ca_system_score_gemma":0.0005606717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133935,"about_ca_topic_score_gemma":0.004021997,"domain_scores_codex":[0.9969299,0.0004371342,0.000972775,0.0002110847,0.001259402,0.00018969],"domain_scores_gemma":[0.9965757,0.0004352205,0.001287981,0.0005838987,0.001073321,0.00004388401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005706007,0.000457195,0.0100548,0.0006908765,0.0003531041,0.000003874794,0.1842444,0.00002559487,0.01891365,0.7090007,0.07206906,0.003616135],"study_design_scores_gemma":[0.005681184,0.001580451,0.09149329,0.005117185,0.0003060818,0.00001234025,0.07073904,0.000437113,0.08704782,0.01142482,0.7256719,0.0004888016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9054434,0.0001294172,0.00002232719,0.04580102,0.001776366,0.0006128914,0.00009152378,0.000009827212,0.04611327],"genre_scores_gemma":[0.9953714,0.00001914802,0.000004710123,0.0009764837,0.0001490056,0.000003508125,0.000002776537,0.0000109745,0.00346201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6975759,"threshold_uncertainty_score":0.9946424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}