{"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":"b7c4cbd9fd7b","filters":{"venue":"Radiation Oncology Journal"}},"results":[{"id":"W3176067408","doi":"10.3857/roj.2021.00108","title":"Current approaches in intensification of long-course chemoradiotherapy in locally advanced rectal cancer: a review","year":2021,"lang":"en","type":"review","venue":"Radiation Oncology Journal","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Medicine; Colorectal cancer; Chemoradiotherapy; Oncology; Internal medicine; General surgery; Radiation therapy; Cancer","authors":[{"name":"Peiman Haddad","is_ca":false},{"name":"Reza Ghalehtaki","is_ca":false},{"name":"Arefeh Saeedian","is_ca":false},{"name":"Farshid Farhan","is_ca":false},{"name":"Mohammad Babaei","is_ca":false},{"name":"Mahdi Aghili","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1275805532322409,"gpt":0.4681660168449574,"spread":0.3405854636127166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009645635,0.0003631353,0.003559298,0.000438198,0.00002551589,0.0000093976,0.0001637674,0.0003547462,0.000266135],"category_scores_gemma":[0.0003424173,0.0002992586,0.0005414679,0.001189772,0.0000837352,0.0001025236,0.00002570051,0.001318676,0.000005649133],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004616536,"about_ca_system_score_gemma":0.004933504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001473269,"about_ca_topic_score_gemma":0.00008678497,"domain_scores_codex":[0.9965298,0.0007188789,0.00165971,0.0004370316,0.0003422301,0.000312419],"domain_scores_gemma":[0.9976078,0.0002679465,0.001440787,0.0002684165,0.0002393599,0.0001756464],"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":[0.0001385962,0.0008255561,0.002261349,0.009166197,0.0002079797,0.000308674,0.00009331539,0.0000147433,4.288546e-7,0.000007353573,0.0002282944,0.9867475],"study_design_scores_gemma":[0.004240746,0.0006310543,0.005079914,0.1458455,0.001153737,0.002308459,0.00002697826,0.00008008989,0.000004209314,0.000007681996,0.8403211,0.0003005461],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003377841,0.9961424,0.00004200155,0.000881516,0.0006968901,0.001689729,0.0000131758,0.00001063991,0.0001858613],"genre_scores_gemma":[0.0002256368,0.9983697,0.0002889733,0.0001223819,0.0002718579,0.0004961884,0.0001526725,0.00004324441,0.00002936667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.986447,"threshold_uncertainty_score":0.9999459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2931703962","doi":"10.3857/roj.2019.00080","title":"Enhancing value of quality assurance rounds in improving radiotherapy management: a retrospective analysis from King Hussein Cancer Center in Jordan","year":2019,"lang":"en","type":"article","venue":"Radiation Oncology Journal","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Quality assurance; Radiation therapy; Center (category theory); Retrospective cohort study; Family medicine; Internal medicine; Pathology","authors":[{"name":"Jamal Khader","is_ca":false},{"name":"Abdelatif Almousa","is_ca":false},{"name":"Issa Mohamad","is_ca":false},{"name":"Ramiz Abu‐Hijlih","is_ca":false},{"name":"Sondos A. Al-Khatib","is_ca":false},{"name":"Anoud Alnsour","is_ca":false},{"name":"Wafa Asha","is_ca":false},{"name":"Shada Wadi‐Ramahi","is_ca":false},{"name":"Ali Hosni","is_ca":true},{"name":"Fawzi Jamil Abuhijla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009399372041860697,"gpt":0.3778627798568823,"spread":0.3684634078150216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001476081,0.0001738317,0.0009557109,0.0008237393,0.00006568006,0.00001283043,0.0001518462,0.0002474571,0.0005213705],"category_scores_gemma":[0.00008757431,0.0001620598,0.0001963336,0.0009607563,0.00007589068,0.0002864237,0.00001610476,0.0007227247,0.000002285926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00356507,"about_ca_system_score_gemma":0.0003131619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005254076,"about_ca_topic_score_gemma":0.002397371,"domain_scores_codex":[0.9975858,0.0005162336,0.0009329311,0.0003538667,0.0002757988,0.0003353649],"domain_scores_gemma":[0.9983884,0.0003878537,0.0008341991,0.0002274643,0.00008419831,0.00007796251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006856683,0.0003528602,0.9588862,0.00003461323,0.0009678521,0.00007649183,0.002041198,0.007323832,0.005802585,0.0004401628,0.00001396373,0.02337456],"study_design_scores_gemma":[0.00843941,0.0003476087,0.9823036,0.0001551231,0.0001643741,0.00003072412,0.000418728,0.00569023,0.000602263,0.0005336073,0.001163642,0.0001507045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805262,0.002691294,0.01343329,0.001081749,0.0009438482,0.0003744176,0.00001035742,0.00001172937,0.0009271037],"genre_scores_gemma":[0.9817917,0.004507641,0.01219813,0.00085713,0.0004074433,0.00002144988,0.00001143724,0.00001983922,0.0001852544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02341737,"threshold_uncertainty_score":0.9322535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967004095","doi":"10.3857/roj.2013.31.3.175","title":"Timing of thoracic irradiation in limited stage small-cell lung cancer: is it still a star on the rise?","year":2013,"lang":"en","type":"article","venue":"Radiation Oncology Journal","topic":"Lung Cancer Research Studies","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":"Medicine; Stage (stratigraphy); Lung cancer; Irradiation; Star (game theory); Lung; Cancer; Oncology; Internal medicine; Biology; Astrophysics","authors":[{"name":"Farkhad Manapov","is_ca":false},{"name":"Maximilian Niyazi","is_ca":false},{"name":"Minglun Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05834887739361485,"gpt":0.4163709152104252,"spread":0.3580220378168104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009895047,0.0001394381,0.0003406325,0.000390107,0.0001399545,0.0000287392,0.000146206,0.0001248999,0.001946085],"category_scores_gemma":[0.0004288265,0.0000966617,0.00008365217,0.0003796603,0.00008593793,0.0001510282,0.00003377466,0.0007566835,0.00003471322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693047,"about_ca_system_score_gemma":0.00087169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000419906,"about_ca_topic_score_gemma":0.0001387655,"domain_scores_codex":[0.9981942,0.0003762738,0.0004973932,0.0001781478,0.0004093692,0.0003446147],"domain_scores_gemma":[0.9982885,0.0005956419,0.0004566445,0.0001862258,0.0003317807,0.0001412513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001495665,0.00109306,0.6087232,0.0005758048,0.0008333951,0.0001376936,0.03619573,0.003208276,0.01086258,0.0001212242,0.2233601,0.1133933],"study_design_scores_gemma":[0.004995589,0.001937363,0.8462694,0.0005612186,0.0002663072,0.00005209014,0.004432401,0.08631773,0.003581107,0.0001180149,0.05119152,0.0002772098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504493,0.002983779,0.00005679146,0.04269294,0.0002216503,0.0008960714,0.00001724556,0.00001212143,0.002670129],"genre_scores_gemma":[0.9897378,0.006073708,0.000338736,0.001935813,0.0003234062,0.0001310652,0.000004236982,0.00002074107,0.001434488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2375462,"threshold_uncertainty_score":0.9989663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220855329","doi":"10.3857/roj.2022.00017","title":"Comment on “Abscopal effect in the radio and immunotherapy”","year":2022,"lang":"en","type":"letter","venue":"Radiation Oncology Journal","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Abscopal effect; Immunotherapy; Oncology; Internal medicine; Cancer","authors":[{"name":"François Fabi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01144461558903283,"gpt":0.3118787092219766,"spread":0.3004340936329438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009219502,0.0001931071,0.0004235915,0.0003208227,0.0002630697,0.00003672372,0.0001416022,0.0004499663,0.0007897206],"category_scores_gemma":[0.00006121809,0.0001165946,0.0001510964,0.000114092,0.00007314909,0.00003059386,0.00001568893,0.004125513,0.0000158659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007058217,"about_ca_system_score_gemma":0.0003212248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001812123,"about_ca_topic_score_gemma":7.037894e-7,"domain_scores_codex":[0.9976627,0.00120922,0.0003392756,0.0001634016,0.000366898,0.0002584592],"domain_scores_gemma":[0.9986238,0.0008463407,0.0002783014,0.0001740479,0.00001383342,0.00006365999],"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":[0.0006145358,0.0001424394,0.002381457,0.00001930044,0.0001964175,0.003166094,0.0004364643,0.0000141536,0.000009418314,0.00001658677,0.9711407,0.02186242],"study_design_scores_gemma":[0.004806146,0.003826811,0.01266109,0.00006864184,0.0001894775,0.0025749,0.0000402139,0.00003714558,0.000004031707,0.00007868238,0.9756055,0.0001073837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0193108,0.00993089,0.000002757268,0.9672225,0.001010798,0.0004965223,0.00001741628,0.00001231365,0.001996043],"genre_scores_gemma":[0.008443175,0.005397551,0.00001435825,0.9828327,0.002853165,0.00005961813,0.0001264611,0.00002980068,0.000243228],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02175503,"threshold_uncertainty_score":0.998172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405651741","doi":"10.3857/roj.2024.00395","title":"Left atrial myxoma metastasizing to the brain: a case report and review of literature","year":2024,"lang":"en","type":"article","venue":"Radiation Oncology Journal","topic":"Cardiac tumors and thrombi","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":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Left Atrial Myxoma; Atrial myxoma; Cardiology; Internal medicine; Myxoma; Left atrium; Atrial fibrillation","authors":[{"name":"Anna Basu","is_ca":true},{"name":"Natalie Grindrod","is_ca":true},{"name":"A. Rashid Dar","is_ca":true},{"name":"Andrew Leung","is_ca":true},{"name":"Matthew J. Cecchini","is_ca":true},{"name":"Michael Lock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01652021718137833,"gpt":0.3632265975760537,"spread":0.3467063803946754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002020646,0.00007692317,0.0003394101,0.0001197473,0.00009073071,0.00004400844,0.00002844114,0.00005972187,0.0001246207],"category_scores_gemma":[0.0009012271,0.00004698974,0.0002268706,0.0002215431,0.0000283759,0.00007677804,0.00002061357,0.0003796355,0.000005695805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194425,"about_ca_system_score_gemma":0.0004022048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000473029,"about_ca_topic_score_gemma":0.000005681906,"domain_scores_codex":[0.9990137,0.0001733752,0.0004167185,0.0001267489,0.0001596816,0.0001097657],"domain_scores_gemma":[0.9992121,0.0002492698,0.0001469667,0.0001301998,0.0001280182,0.0001334254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001810263,0.00004697118,0.001512459,0.001771054,0.0008906948,0.4039631,0.004476717,0.000009991493,0.0004727565,0.0009829315,0.3502411,0.2354512],"study_design_scores_gemma":[0.000335841,0.000233332,0.001591994,0.001450061,0.0003592996,0.5976934,0.00004719425,0.00002650462,0.00002007766,0.0000515198,0.3981587,0.00003214309],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2216058,0.5934407,0.0003685581,0.1787468,0.003198292,0.0007288136,0.00003367105,0.00003055461,0.001846827],"genre_scores_gemma":[0.940769,0.04147071,0.001319189,0.009707585,0.005827601,0.000005911867,0.00003236968,0.00003026784,0.0008373635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7191632,"threshold_uncertainty_score":0.1916186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}