{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"357916dbe80b","filters":{"venue":"Lviv clinical bulletin"}},"results":[{"id":"W2897729144","doi":"10.25040/lkv2018.03.052","title":"Non-melanoma Skin Cancers in Uranium Miners – Clinical Cases","year":2018,"lang":"en","type":"article","venue":"Lviv clinical bulletin","topic":"Radioactivity and Radon Measurements","field":"Health Professions","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":"Melanoma; Medicine; Dermatology; Uranium; Skin cancer; Cancer; Oncology; Internal medicine; Cancer research; Materials science; Metallurgy","authors":[{"name":"Cliff Rosendahl","is_ca":false},{"name":"N. Kiladze","is_ca":false},{"name":"T. Shulaia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1811607970846291,"gpt":0.5059635218912943,"spread":0.3248027248066652,"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":[0.006916099,0.0003005931,0.0009506433,0.0001175037,0.0003671537,0.00001379324,0.0004678753,0.0008861793,0.003751837],"category_scores_gemma":[0.004468159,0.0002569793,0.0003509453,0.0003038429,0.0006900872,0.00006091414,0.0001657639,0.002144439,0.008011104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687954,"about_ca_system_score_gemma":0.0007086482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003230904,"about_ca_topic_score_gemma":0.005025844,"domain_scores_codex":[0.9929938,0.002246529,0.00247446,0.0008482209,0.0004623158,0.0009746914],"domain_scores_gemma":[0.9924526,0.005569562,0.0005577867,0.0007187903,0.0002065662,0.0004947081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007192222,0.0003780542,0.604569,0.0000460198,0.00006065262,0.0001023781,0.0002590299,0.000001700941,0.00001465196,0.00003442985,0.388101,0.005713836],"study_design_scores_gemma":[0.003831901,0.0007787064,0.4258361,0.0002939579,0.0000361234,0.000004569119,0.0006164085,0.0000821309,0.00001210761,0.00002875401,0.5681866,0.0002925491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453135,0.0001102012,0.0000579283,0.009628897,0.007549422,0.0009373879,0.00002503336,0.00009254491,0.03628506],"genre_scores_gemma":[0.9755135,0.0003656431,0.0008267207,0.01018426,0.00490806,0.00009289868,0.00001176098,0.00005261396,0.008044596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800856,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313679349","doi":"10.25040/lkv2022.03-04.087","title":"7-ий Макмастерський міжнародний оглядовий курс з внутрішньої медицини (7th McMaster International Review Course in Internal Medicine – MIRCIM) – 29.09-01.10.2022 (Краків, Республіка Польща)","year":2022,"lang":"en","type":"article","venue":"Lviv clinical bulletin","topic":"Medicine, History, and Philosophy","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":"Medicine; Pulmonology; Internal medicine; Nephrology; Hematology; Hepatology; Rheumatology; Disease; Intensive care medicine","authors":[{"name":"T.I. Negrych","is_ca":false},{"name":"О. Fayura","is_ca":false},{"name":"V. Chemes","is_ca":false},{"name":"L. Tsyganyk","is_ca":false},{"name":"I. Korniychuk","is_ca":false},{"name":"M. Farmaha","is_ca":false},{"name":"A. Fedets","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06879523734750266,"gpt":0.3849293382187823,"spread":0.3161341008712797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006342695,0.0007730879,0.002361006,0.0004703559,0.000268769,0.00002293055,0.001342684,0.0003431265,0.2389807],"category_scores_gemma":[0.004375537,0.0006740789,0.0007570758,0.0006872793,0.0008720097,0.00008059762,0.0006778668,0.003365483,0.002679106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005574877,"about_ca_system_score_gemma":0.0004656098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003563694,"about_ca_topic_score_gemma":0.00006716811,"domain_scores_codex":[0.9903079,0.001234648,0.003463808,0.00160776,0.002453908,0.0009319241],"domain_scores_gemma":[0.9946396,0.001727949,0.001025557,0.001318912,0.000347326,0.000940613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002014276,0.001744909,0.0202902,0.0007208063,0.0003263089,0.001112899,0.0003668305,0.000003981345,0.00006943963,0.0007123911,0.9590638,0.01357418],"study_design_scores_gemma":[0.009385226,0.002470791,0.009554219,0.003737896,0.000539649,0.0003914289,0.0002711151,0.0001429035,0.000005925413,0.0005193611,0.9723726,0.0006088672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01151477,0.07719453,0.0001863639,0.4436699,0.01594587,0.003412982,0.0002307911,0.0004194483,0.4474254],"genre_scores_gemma":[0.4141869,0.03049403,0.001277501,0.2369389,0.0191682,0.001185856,0.001847606,0.0005432281,0.2943578],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4026721,"threshold_uncertainty_score":0.999571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399406557","doi":"10.25040/lkv2024.01.064","title":"The 14-3-3η Biomarker Platform for Diagnosis and Prognostic Monitoring of Patients with Rheumatoid Arthritis","year":2024,"lang":"en","type":"article","venue":"Lviv clinical bulletin","topic":"Monoclonal and Polyclonal Antibodies Research","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 Alberta","funders":"","keywords":"Rheumatoid arthritis; Biomarker; Medicine; Oncology; Internal medicine; Biology","authors":[{"name":"Walter P. Maksymowych","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05397199659401065,"gpt":0.3608210127712857,"spread":0.3068490161772751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006121441,0.0001316552,0.0003143922,0.00003938667,0.0001371027,0.00005140239,0.00008843199,0.00009273671,0.0001044337],"category_scores_gemma":[0.001250071,0.00007064235,0.0001395014,0.0001004659,0.0003334179,0.00002260197,0.00008105797,0.0002545338,0.00004007671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001048098,"about_ca_system_score_gemma":0.00005431263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000266208,"about_ca_topic_score_gemma":0.000005318488,"domain_scores_codex":[0.9985383,0.00003575384,0.0005158738,0.0002815132,0.000341008,0.0002875963],"domain_scores_gemma":[0.9940416,0.005404641,0.00006096042,0.0001593707,0.0001651666,0.0001682301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001084609,0.0001704572,0.7980154,0.0002328684,0.0001697445,0.00001499093,0.00002867308,7.027749e-8,0.000003100558,0.0002656114,0.008467012,0.1915475],"study_design_scores_gemma":[0.001337741,0.001219261,0.5824071,0.001181032,0.00003112507,0.000006256209,0.0000332366,0.00005532107,0.0001107776,0.0001639051,0.4133617,0.00009259851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830803,0.008751835,0.00001915286,0.006600803,0.0003571175,0.0008107173,0.00006665409,0.00003243182,0.00028099],"genre_scores_gemma":[0.9806921,0.01697036,0.0009286982,0.00008276079,0.0001964796,0.0002117718,0.00002578032,0.00002790059,0.0008640857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4048947,"threshold_uncertainty_score":0.2880712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400679602","doi":"10.25040/lkv2024.02.063","title":"9-й Макмастерський міжнародний оглядовий курс із внутрішньої медицини – 9–11.05.2024 (Краків, Польща)","year":2024,"lang":"uk","type":"article","venue":"Lviv clinical bulletin","topic":"Medical and Biological Sciences","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":"Polyarthritis; Medicine; Hydroxychloroquine; Dermatology; Internal medicine; Arthritis; Coronavirus disease 2019 (COVID-19)","authors":[{"name":"T.I. Negrych","is_ca":false},{"name":"О.М. Radchenko","is_ca":false},{"name":"L. Tsyhanyk","is_ca":false},{"name":"O. Faiura","is_ca":false},{"name":"S. Guta","is_ca":false},{"name":"R. R. Guta","is_ca":false},{"name":"O. Yatskevych","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.097629919210892,"gpt":0.4068506435354851,"spread":0.3092207243245931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.008371647,0.001188667,0.002469497,0.0002436582,0.0004606085,0.0005226414,0.001680844,0.002273784,0.1354616],"category_scores_gemma":[0.01262845,0.0007311638,0.001853656,0.001659844,0.003363522,0.0001117059,0.001106444,0.004003498,0.06266429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733571,"about_ca_system_score_gemma":0.001077691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005179564,"about_ca_topic_score_gemma":0.0001075859,"domain_scores_codex":[0.9867197,0.001334937,0.003799431,0.003331291,0.002326954,0.002487659],"domain_scores_gemma":[0.9864406,0.008466874,0.0004404422,0.001326968,0.0002533784,0.003071749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004014182,0.001613965,0.01279879,0.00076103,0.0003553766,0.002271612,0.0001252899,0.00000129467,0.0002597792,0.01166366,0.8562908,0.113457],"study_design_scores_gemma":[0.001957504,0.003613376,0.01292508,0.002753358,0.0006819215,0.0001205524,0.0003508887,0.0009006812,0.00008433161,0.00491212,0.9706586,0.001041567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1495258,0.0479422,0.0005613281,0.5150059,0.05676123,0.002925007,0.000418231,0.001740652,0.2251197],"genre_scores_gemma":[0.6701918,0.01237941,0.001372781,0.03322511,0.02044546,0.0001141264,0.0001577717,0.0001385341,0.261975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.520666,"threshold_uncertainty_score":0.9995139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}