{"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":"3b0179752361","filters":{"venue":"Nowotwory Journal of Oncology"}},"results":[{"id":"W2182257781","doi":"","title":"Preliminary results of adjuvant radiotherapy in breast cancer patients using a shortened overall treatment time – a population study","year":2007,"lang":"en","type":"article","venue":"Nowotwory Journal of Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","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; Radiation therapy; Breast cancer; Mastectomy; Population; Dose fractionation; Adjuvant; Regimen; Nuclear medicine; Cancer; Surgery; Oncology; Internal medicine","authors":[{"name":"J. Gałecki","is_ca":false},{"name":"Krzysztof Bujko","is_ca":false},{"name":"M. Grudzień-Kowalska","is_ca":false},{"name":"J. Hicer-Grzenkowicz","is_ca":false},{"name":"W. Załucki","is_ca":false},{"name":"Anna Niwińska","is_ca":false},{"name":"Paweł Kukołowicz","is_ca":false},{"name":"Wojciech Michalski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01626616584044788,"gpt":0.3278352249508847,"spread":0.3115690591104368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003835935,0.0001782203,0.0004841689,0.0001634264,0.00003755923,0.000003164498,0.000103498,0.0001240863,0.00001162021],"category_scores_gemma":[0.00001707884,0.0001424149,0.0001150804,0.0001030018,0.0000468464,0.00001040979,0.00003529203,0.00007755533,2.787932e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006868406,"about_ca_system_score_gemma":0.0001896591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005768125,"about_ca_topic_score_gemma":0.0005587849,"domain_scores_codex":[0.998516,0.0001495663,0.0007271434,0.0002084119,0.0001705741,0.0002283375],"domain_scores_gemma":[0.9988846,0.00004631843,0.0006348093,0.0001484197,0.000221271,0.0000645581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02900213,0.00509935,0.8880288,0.000007317303,0.0006797177,0.00009650504,0.001172673,0.001879125,0.01943575,5.557932e-7,0.0001399657,0.05445809],"study_design_scores_gemma":[0.01322858,0.01003912,0.9746251,0.00005132501,0.0001426776,0.0001240542,0.0001494659,0.00006643856,0.001173225,0.000006260133,0.0002721385,0.0001216101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998112,0.001075765,0.00003252841,0.0001215944,0.0002379615,0.0003019378,0.00005076764,0.000002138752,0.00006534954],"genre_scores_gemma":[0.998634,0.0003548738,0.0005963721,0.00006183857,0.0002829857,0.000006708367,0.0000220111,0.00001860051,0.00002259781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08659629,"threshold_uncertainty_score":0.5807509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782451881","doi":"10.5603/njo.2017.0045","title":"William David Coolidge (1873–1975). Biography with special reference to X-ray tubes","year":2017,"lang":"en","type":"article","venue":"Nowotwory Journal of Oncology","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","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":"Biography; World War II; Quarter (Canadian coin); Art history; Law; Art; Political science; History; Archaeology","authors":[{"name":"Richard F. Mould","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0533849984489801,"gpt":0.2921009768440616,"spread":0.2387159783950815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082695,0.0002250862,0.0004888123,0.0004434751,0.0009482783,0.0004949055,0.001074146,0.00009708321,0.002645903],"category_scores_gemma":[0.00008993939,0.0001628906,0.000127292,0.00007271821,0.0007362869,0.0006759438,0.0001593718,0.0004277939,0.0003128138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001049156,"about_ca_system_score_gemma":0.00036776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002969258,"about_ca_topic_score_gemma":0.001632328,"domain_scores_codex":[0.9980283,0.0001005727,0.0005993638,0.0002882521,0.000519105,0.0004644258],"domain_scores_gemma":[0.9978878,0.00007715905,0.0006256205,0.0004615822,0.0006395254,0.0003083441],"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":[0.001584349,0.0008557253,0.03570472,0.00004398196,0.0005805217,0.001097357,0.03052812,0.00003429854,0.0005090058,0.007267428,0.8535373,0.06825718],"study_design_scores_gemma":[0.0009959263,0.001081813,0.04711143,0.00009895422,0.00004816242,0.00008143347,0.0009243303,5.152823e-7,0.00005441443,0.0002252219,0.9491615,0.0002162438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6819614,0.0001465528,0.00005807501,0.001852818,0.04600438,0.0003099477,0.00005839627,0.0000291067,0.2695794],"genre_scores_gemma":[0.9581414,0.0000985079,0.002073694,0.0008283149,0.005002948,0.000007685482,0.000008408635,0.00003393629,0.03380507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2761801,"threshold_uncertainty_score":0.9982658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375863280","doi":"10.5603/njo.a2023.0012","title":"Non-smoking lung cancer and environmental exposure","year":2023,"lang":"en","type":"article","venue":"Nowotwory Journal of Oncology","topic":"Lung Cancer 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":"Lung cancer; Environmental health; Medicine; Quarter (Canadian coin); Cancer; Tobacco control; Tobacco smoke; Oncology; Public health; Internal medicine; Pathology; Geography","authors":[{"name":"Mark Parascandola","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01567744461924164,"gpt":0.3305320984104748,"spread":0.3148546537912332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002245548,0.00009282598,0.0003235981,0.0001209317,0.00005309421,0.00000621459,0.00004333977,0.00008667631,0.0001965961],"category_scores_gemma":[0.000008344641,0.00006963906,0.00008309008,0.0000839195,0.00005664521,0.00005632182,0.00003433439,0.0002065512,0.000006114663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006265685,"about_ca_system_score_gemma":0.0001767725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009961905,"about_ca_topic_score_gemma":0.00001519421,"domain_scores_codex":[0.9992599,0.00002163097,0.0002602561,0.0001100172,0.0001704619,0.00017766],"domain_scores_gemma":[0.999494,0.00008603722,0.0001780497,0.00007931437,0.00002389969,0.0001387039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00022935,0.0002270214,0.9098231,0.00006175505,0.0004970679,0.00142631,0.0008017504,0.0001037564,0.001567929,0.0000111794,0.02292854,0.06232222],"study_design_scores_gemma":[0.006471885,0.002435118,0.9420221,0.0003324673,0.0006933984,0.001138858,0.0005398606,0.0002215791,0.0009929956,0.00003472827,0.0450067,0.0001103487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907236,0.004599317,0.000006124702,0.003038398,0.0006626426,0.0001204387,0.000005921753,0.000009032377,0.0008345427],"genre_scores_gemma":[0.9910473,0.007397273,0.0001063449,0.0005260512,0.0005499551,0.00001544772,0.000004281836,0.00001448251,0.0003388659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06221187,"threshold_uncertainty_score":0.2839798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736524501","doi":"","title":"Sprawozdanie z IGRT Education Course w Princess Margaret Hospital w Toronto","year":2007,"lang":"en","type":"article","venue":"Nowotwory Journal of Oncology","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Course (navigation); Image-guided radiation therapy; Medicine; Physics; Surgery; Computed tomography; Astronomy","authors":[{"name":"Barbara Wysocka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.111445791726757,"gpt":0.5197154033917912,"spread":0.4082696116650343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006032142,0.0001237795,0.0003904687,0.00009630037,0.0004212145,0.000005648571,0.0002666092,0.0004088453,0.001396707],"category_scores_gemma":[0.0005958714,0.0001005866,0.00007830509,0.0001065581,0.00007673712,0.000415103,0.00004806575,0.001137245,0.0001527768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479616,"about_ca_system_score_gemma":0.004980218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000160407,"about_ca_topic_score_gemma":0.001089987,"domain_scores_codex":[0.9970771,0.0003519119,0.001503212,0.0001051686,0.0004218977,0.0005406769],"domain_scores_gemma":[0.9961727,0.0007693743,0.001547526,0.000167162,0.0008388171,0.0005044367],"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":[0.0007591048,0.001117479,0.1064174,0.0004613771,0.0000723121,0.00006478503,0.01509326,0.000007624021,0.00004866462,0.01086735,0.387856,0.4772346],"study_design_scores_gemma":[0.001378139,0.001510658,0.1388546,0.0003224196,0.00004390888,0.00007065933,0.01026938,0.00002521496,0.00001129971,0.000581193,0.8468081,0.0001243578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6249604,0.002969175,0.01202458,0.01675224,0.02913479,0.0009659335,0.000004722393,0.00007214856,0.313116],"genre_scores_gemma":[0.9818347,0.0006042059,0.004299505,0.006930972,0.004649702,0.00001387209,0.000009536569,0.00001915998,0.00163831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4771102,"threshold_uncertainty_score":0.9995161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}