{"meta":{"query_hash":"63a33dc5dbb3","filters":{"venue":"Radiation"},"cohort_total":17,"direct_labels_cover":0,"predictions_cover":17,"exported":17,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/63a33dc5dbb3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Radiation"},"results":[{"id":"W3140111409","doi":"10.3390/radiation1020008","title":"Automated Cytogenetic Biodosimetry at Population-Scale","year":2021,"lang":"en","type":"article","venue":"Radiation","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; Canadian Nuclear Laboratories; Health Canada; Cytodiagnostics (Canada); Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Biodosimetry; Dicentric chromosome; Population; Triage; Nuclear medicine; Ionizing radiation; Medicine; Computer science; Biology; Chromosome; Physics; Emergency medicine; Irradiation; Genetics","score_opus":0.006195877721239672,"score_gpt":0.25696149203324997,"score_spread":0.2507656143120103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140111409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975691,0.0011239772,0.00042945685,0.00013010045,0.00015330358,0.000081883016,0.00003180442,0.00003917894,0.000441226],"genre_scores_gemma":[0.9966033,0.00013776823,0.00071285,0.0002456752,0.00016139627,0.00000847568,0.0014065477,0.000012373463,0.0007115785],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993713,0.00004281964,0.00012778756,0.00022815655,0.00010320626,0.00012676278],"domain_scores_gemma":[0.9996272,0.000004784201,0.000046488807,0.00022268487,0.000047632497,0.000051225794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054983677,0.00007834154,0.000073999,0.000026803757,0.0000863399,0.000019823876,0.000042196156,0.00009529473,0.00009162445],"category_scores_gemma":[0.000018185136,0.00008736436,0.00006256051,0.0001160464,0.000009875598,0.0000019631009,0.0000538043,0.000024226974,0.00003467474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000945247,0.000033462617,0.0860216,0.0000073933475,0.000023248962,0.0000024421834,0.000015251857,0.00055211276,0.9075766,0.000014701345,0.0029429817,0.0028007014],"study_design_scores_gemma":[0.00023432639,0.000033607514,0.40540555,0.0000020889759,0.000013255729,0.000015431833,0.000010532675,0.0014677756,0.5810934,0.000008736138,0.011615691,0.000099619094],"about_ca_topic_score_codex":0.000032598786,"about_ca_topic_score_gemma":0.0001330164,"teacher_disagreement_score":0.32648328,"about_ca_system_score_codex":0.000053283562,"about_ca_system_score_gemma":0.00003981882,"threshold_uncertainty_score":0.35626152},"labels":[],"label_agreement":null},{"id":"W3158411231","doi":"10.3390/radiation1020012","title":"LiF Nanoparticles Enhance Targeted Degradation of Organic Material under Low Dose X-ray Irradiation","year":2021,"lang":"en","type":"article","venue":"Radiation","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"FP7 People: Marie-Curie Actions; Universität Stuttgart","keywords":"Irradiation; Materials science; Ionizing radiation; Nanoparticle; Degradation (telecommunications); Radiation; X-ray; Optoelectronics; Radiochemistry; Nanotechnology; Optics; Chemistry","score_opus":0.0089085874003604,"score_gpt":0.23532668706497795,"score_spread":0.22641809966461754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158411231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99722344,0.00013003968,0.0006602451,0.00024021685,0.00141766,0.00018605035,0.00003869872,0.00007707963,0.000026582251],"genre_scores_gemma":[0.9982022,0.00007712986,0.0009040101,0.0001068076,0.00028410833,0.000016000618,0.00024312081,0.000019642062,0.00014699361],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850696,0.00018069893,0.00047031313,0.00030328264,0.00029940836,0.00023931655],"domain_scores_gemma":[0.99915993,0.000043272626,0.00028465688,0.00027307754,0.00017624487,0.00006284487],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031449017,0.00013751922,0.00022038381,0.000064082866,0.00009190992,0.00011789005,0.00012523556,0.000100891324,0.0018713968],"category_scores_gemma":[0.00016619898,0.00013583332,0.000040988685,0.00023641885,0.00003628375,0.00057280384,0.000033315606,0.000033200922,0.00028157322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005232458,0.00010046927,0.00060640526,0.00005649126,0.0000062432505,0.0000022236197,0.00020807367,0.00017056266,0.9975916,0.00024860047,0.00022200723,0.0007349886],"study_design_scores_gemma":[0.00035250094,0.000036532238,0.040269706,0.000032683492,0.00002280873,0.0000023828268,0.0000632393,0.00025427723,0.95856243,0.00016118161,0.00009651901,0.00014575652],"about_ca_topic_score_codex":0.00003460249,"about_ca_topic_score_gemma":0.000026113328,"teacher_disagreement_score":0.0396633,"about_ca_system_score_codex":0.00009200925,"about_ca_system_score_gemma":0.00015616264,"threshold_uncertainty_score":0.999041},"labels":[],"label_agreement":null},{"id":"W4200374965","doi":"10.3390/radiation1040026","title":"Limited-Stage Small-Cell Lung Cancer: Current Progress and the Next Frontier","year":2021,"lang":"en","type":"article","venue":"Radiation","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Weill Cornell Medical College; Canada Foundation for Innovation; Canadian Institutes of Health Research; International Association for the Study of Lung Cancer; Cancer Research Society; Memorial Sloan-Kettering Cancer Center; American Society of Clinical Oncology; National Cancer Institute; Ontario Institute for Cancer Research; Conquer Cancer Foundation","keywords":"Prophylactic cranial irradiation; Medicine; Conventional PCI; Oncology; Radiation therapy; Stage (stratigraphy); Clinical trial; Lung cancer; Internal medicine; Radiology","score_opus":0.03125763640342262,"score_gpt":0.34713092787304717,"score_spread":0.31587329146962456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200374965","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44856924,0.53094035,0.00020185218,0.016779013,0.0006307413,0.0011308884,0.000022666634,0.000056276476,0.0016689879],"genre_scores_gemma":[0.92800945,0.06480527,0.0002288133,0.00042412203,0.00076073164,0.00042739752,0.000055455715,0.000024464647,0.005264301],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992247,0.000076678065,0.000116540075,0.00018184833,0.00022180645,0.00017842925],"domain_scores_gemma":[0.99951446,0.00007074084,0.00005141298,0.00017523428,0.00012148965,0.00006667863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017242171,0.00008104277,0.00016160241,0.000036117213,0.00010792271,0.00005242021,0.000040288804,0.000027279797,0.000059156377],"category_scores_gemma":[0.000098985496,0.000053492528,0.000040808904,0.00015861726,0.00009705498,0.00006773787,0.00005678331,0.00016385697,0.00000424808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003561632,0.00017315084,0.45790178,0.0014293675,0.00033360868,0.000038386697,0.0045292,0.00003067786,0.0003648053,0.0007858417,0.04339632,0.4906607],"study_design_scores_gemma":[0.015015761,0.0001068665,0.37913957,0.0004767572,0.0006960104,0.00001274849,0.0010133983,0.04100981,0.005280693,0.00008925834,0.55683535,0.00032375907],"about_ca_topic_score_codex":0.0000735236,"about_ca_topic_score_gemma":0.000050206312,"teacher_disagreement_score":0.51343906,"about_ca_system_score_codex":0.00017288362,"about_ca_system_score_gemma":0.00021335258,"threshold_uncertainty_score":0.21813619},"labels":[],"label_agreement":null},{"id":"W4206918845","doi":"10.3390/radiation2010007","title":"Effects of Charge Carrier Trapping on Image Resolution of Multilayer Photoconductive Detectors: Application to Amorphous Selenium X-ray Detectors","year":2022,"lang":"en","type":"article","venue":"Radiation","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Trapping; Detector; Photoconductivity; Materials science; X-ray detector; Optoelectronics; Optics; Physics","score_opus":0.005051929332781726,"score_gpt":0.23512668304889414,"score_spread":0.2300747537161124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206918845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912725,0.00009287666,0.005768204,0.00007768156,0.0001412549,0.0021977918,0.00006767715,0.00006251295,0.00031947682],"genre_scores_gemma":[0.99886334,0.0000035039411,0.00026858787,0.00009474451,0.00008240095,0.0005889834,0.000040386,0.00002691938,0.000031160238],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875456,0.00008195556,0.00030155937,0.00028561376,0.00037881802,0.00019749223],"domain_scores_gemma":[0.99925965,0.000108693275,0.00022680797,0.00021533856,0.000090394016,0.00009910224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022137142,0.00014425443,0.0002681109,0.00050143234,0.0000890646,0.00000760153,0.00007995966,0.00004283521,0.000025877172],"category_scores_gemma":[0.000096412485,0.00014971217,0.00014879394,0.00079630717,0.000038956,0.00016440182,0.000022610597,0.00016019942,0.000004666955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005262332,0.00024248027,0.0012209264,0.00017998357,0.000066027445,0.0000025817521,0.0010990845,0.0005015835,0.96098757,0.000034330835,0.00010583637,0.03503334],"study_design_scores_gemma":[0.0014575357,0.0008409099,0.06947448,0.00007012127,0.00009842768,0.00001106578,0.00016818302,0.0033443912,0.92336696,0.000012421266,0.0010066946,0.00014879029],"about_ca_topic_score_codex":0.0001348573,"about_ca_topic_score_gemma":0.000001907541,"teacher_disagreement_score":0.068253554,"about_ca_system_score_codex":0.00020588953,"about_ca_system_score_gemma":0.00005051519,"threshold_uncertainty_score":0.6105085},"labels":[],"label_agreement":null},{"id":"W4281728173","doi":"10.3390/radiation2020017","title":"Investigation on Rare Nuclear Processes in Hf Nuclides","year":2022,"lang":"en","type":"article","venue":"Radiation","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Arthur B. McDonald-Canadian Astroparticle Physics Research Institute; Queen's University","funders":"","keywords":"Nuclide; Physics; Context (archaeology); Isotope; Nuclear physics; Ground state; Excited state; Decay scheme; Radioactive decay; Atomic physics; Geology; Gamma ray","score_opus":0.026064348838653918,"score_gpt":0.26301430476428,"score_spread":0.2369499559256261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281728173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837424,0.000027977201,0.000008785147,0.0007213074,0.000059927945,0.00021605947,0.0000324067,0.000033173175,0.01515793],"genre_scores_gemma":[0.999356,0.0000029508296,0.000032770964,0.00009955448,0.00013295679,0.000065365704,0.000059950293,0.000016610637,0.00023386817],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993124,0.00007059718,0.00010243456,0.00014992243,0.00022749325,0.00013714736],"domain_scores_gemma":[0.9997322,0.00005946446,0.000054903885,0.00009604549,0.000028083108,0.000029311977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107537184,0.00006738891,0.000077438046,0.00009316916,0.00023152826,0.000032950582,0.000093666175,0.00000738254,0.0006636158],"category_scores_gemma":[0.000022653596,0.000073353214,0.000021828846,0.00036695538,0.00002085155,0.00015127317,0.00006451076,0.00016017325,0.000107316635],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023360895,0.0008700367,0.34015173,0.00022466043,0.00019216072,0.000010093275,0.030943846,0.02870429,0.00915141,0.2769963,0.07347093,0.23905092],"study_design_scores_gemma":[0.0052747424,0.0012909742,0.31987455,0.0001483629,0.00004555069,0.0000013585609,0.02013074,0.026531136,0.014813983,0.19787255,0.41234577,0.0016702993],"about_ca_topic_score_codex":0.0001153899,"about_ca_topic_score_gemma":0.0000030657272,"teacher_disagreement_score":0.33887485,"about_ca_system_score_codex":0.00009722985,"about_ca_system_score_gemma":0.00005348926,"threshold_uncertainty_score":0.7266128},"labels":[],"label_agreement":null},{"id":"W4306769787","doi":"10.3390/radiation2040026","title":"In Vivo Dosimetry for Superficial High Dose Rate Brachytherapy with Optically Stimulated Luminescence Dosimeters: A Comparison Study with Metal-Oxide-Semiconductor Field-Effect Transistors","year":2022,"lang":"en","type":"article","venue":"Radiation","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Optically stimulated luminescence; Dosimeter; Brachytherapy; Materials science; Imaging phantom; Dosimetry; Nuclear medicine; MOSFET; Optics; Optoelectronics; Transistor; Luminescence; Physics; Medicine; Radiation therapy","score_opus":0.007832573146413504,"score_gpt":0.2779399654881595,"score_spread":0.270107392341746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306769787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92680866,0.000053270247,0.0706521,0.000081653736,0.00009021831,0.0021840325,0.000043014243,0.00007931479,0.000007759843],"genre_scores_gemma":[0.994218,0.0000013847713,0.004662133,0.00008853796,0.00011321351,0.0007829505,0.000045782792,0.000052921914,0.000035086363],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99852425,0.00023771387,0.00032065314,0.00042192353,0.00022045514,0.00027502573],"domain_scores_gemma":[0.9991538,0.0003509114,0.00015710591,0.00024868225,0.00003491729,0.000054562526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031298303,0.00026271227,0.00044094524,0.00017980585,0.00017237048,0.00003681485,0.00017403992,0.00003648545,0.00024594157],"category_scores_gemma":[0.0000070373576,0.00022032464,0.00006660915,0.00048538717,0.00003109146,0.0003285272,0.000011624676,0.00025726506,3.1031692e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012313256,0.00313565,0.5242767,0.00005355325,0.0009221539,0.000022614684,0.0045510554,0.048831433,0.38656947,0.0006383561,0.00030282035,0.018382965],"study_design_scores_gemma":[0.029313372,0.034432784,0.027639242,0.00006746227,0.00055218744,0.0000064515375,0.0014186301,0.045027338,0.8574614,0.00017397114,0.0019748474,0.0019323226],"about_ca_topic_score_codex":0.00050779537,"about_ca_topic_score_gemma":0.000026918702,"teacher_disagreement_score":0.49663743,"about_ca_system_score_codex":0.00016813136,"about_ca_system_score_gemma":0.000064237836,"threshold_uncertainty_score":0.8984578},"labels":[],"label_agreement":null},{"id":"W4367844828","doi":"10.3390/radiation3020008","title":"Predicting Erectile Dysfunction after Highly Conformal, Hypofractionated Radiotherapy to the Prostate","year":2023,"lang":"en","type":"article","venue":"Radiation","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Varian Medical Systems (Canada); University of Calgary","funders":"","keywords":"Medicine; Erectile dysfunction; Prostate cancer; Context (archaeology); Radiation therapy; Logistic regression; Prostate; Urology; Internal medicine; Cancer","score_opus":0.016518425516393376,"score_gpt":0.2784453166833573,"score_spread":0.26192689116696394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367844828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704123,0.00031084943,0.0019615667,0.017489167,0.004361486,0.0012674076,0.000022600108,0.0010661349,0.003108471],"genre_scores_gemma":[0.97272056,0.00032351713,0.0000791477,0.0066939667,0.0012923621,0.00045673235,0.00016085956,0.00003544739,0.01823738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988416,0.0000461109,0.00027086688,0.0002451899,0.00035448393,0.0002417813],"domain_scores_gemma":[0.9992857,0.00012661862,0.000086384476,0.00021374364,0.00017996064,0.00010758073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003416854,0.00014145033,0.00016160244,0.00027459976,0.00031186914,0.00005049829,0.0000341428,0.00007260361,0.00037541526],"category_scores_gemma":[0.00022371006,0.00010059669,0.000065326414,0.0010373532,0.000023277347,0.00028121017,0.000017447508,0.00016796993,0.0012518076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051554795,0.00017278921,0.24387933,0.000095886164,0.00061026623,0.000023895644,0.006002966,0.005695494,0.006574625,0.00033475435,0.47614524,0.25530928],"study_design_scores_gemma":[0.0010303368,0.00028962124,0.43621948,0.000013521747,0.00004024434,0.000024414425,0.0006103055,0.006133793,0.00040760188,0.000006958338,0.55513304,0.00009065214],"about_ca_topic_score_codex":0.000087583,"about_ca_topic_score_gemma":0.000016036818,"teacher_disagreement_score":0.25521863,"about_ca_system_score_codex":0.0001782256,"about_ca_system_score_gemma":0.00005872884,"threshold_uncertainty_score":0.99952585},"labels":[],"label_agreement":null},{"id":"W4386600831","doi":"10.3390/radiation3030014","title":"Early and Transient Formation of Highly Acidic pH Spikes in Water Radiolysis under the Combined Effect of High Dose Rate and High Linear Energy Transfer","year":2023,"lang":"en","type":"article","venue":"Radiation","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke","keywords":"Radiolysis; Linear energy transfer; Irradiation; Chemistry; Ion; Monte Carlo method; Radiation; Radiation chemistry; Dose rate; Ionizing radiation; Radiochemistry; Physics; Nuclear physics","score_opus":0.0060343997402998815,"score_gpt":0.22152478259118244,"score_spread":0.21549038285088257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386600831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99638206,0.00031528564,0.0013668933,0.0015256746,0.00006588221,0.00029769132,0.000008870156,0.000024408506,0.000013224446],"genre_scores_gemma":[0.99880654,0.00083265733,0.000009243217,0.00010628156,0.000038325903,0.000022210632,0.00012591956,0.00001226079,0.000046543042],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990813,0.00019405408,0.000317082,0.00012661738,0.00015593159,0.0001249981],"domain_scores_gemma":[0.9995113,0.00024694804,0.00004884813,0.00012410726,0.000027594333,0.000041183044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051500386,0.00010709276,0.00028459236,0.0002737104,0.000040510655,0.000008675097,0.000032030395,0.00008667994,0.000013847081],"category_scores_gemma":[0.000017015986,0.00006520206,0.00004834051,0.00034984757,0.000068943154,0.00016652881,0.000003880069,0.00006669126,0.0000019665727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00534302,0.00019320007,0.013695309,0.00076892186,0.00025687963,0.000008747713,0.010526738,0.0050026397,0.90034145,0.0055310894,0.0001570708,0.05817491],"study_design_scores_gemma":[0.0062537026,0.00082922564,0.39933512,0.000040503895,0.00013076568,0.0000029421462,0.000057323297,0.008583921,0.58441716,0.00018253969,0.00008761565,0.00007921131],"about_ca_topic_score_codex":0.00037565205,"about_ca_topic_score_gemma":0.000014962408,"teacher_disagreement_score":0.3856398,"about_ca_system_score_codex":0.00002620878,"about_ca_system_score_gemma":0.000011500477,"threshold_uncertainty_score":0.2658863},"labels":[],"label_agreement":null},{"id":"W4391693126","doi":"10.3390/radiation4010003","title":"Characterizing the Early Acidic Response in Advanced Small Modular Reactors Cooled with High-Temperature, High-Pressure Water","year":2024,"lang":"en","type":"article","venue":"Radiation","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Nuclear Safety Commission","keywords":"Modular design; High pressure; Nuclear engineering; Chemistry; Materials science; Process engineering; Chemical engineering; Thermodynamics; Computer science; Engineering; Physics; Operating system","score_opus":0.0032470991974739866,"score_gpt":0.1637431104058401,"score_spread":0.16049601120836612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391693126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982969,0.0003642066,0.00010447126,0.0001880496,0.00050337403,0.00016836007,0.000012559157,0.00032593458,0.0000361236],"genre_scores_gemma":[0.9994933,0.00006049594,0.000056647685,0.000016561053,0.00016524422,0.000027640353,0.000049441707,0.000082813785,0.000047858986],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931717,0.000030620016,0.00013642847,0.00016848296,0.000115025265,0.00023228624],"domain_scores_gemma":[0.9996824,0.0000452363,0.000010942866,0.00020877851,0.0000133548365,0.00003927834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015400608,0.0001612931,0.00013427166,0.000110404115,0.000034332857,0.00013948824,0.000097786804,0.000075203774,0.000010130851],"category_scores_gemma":[0.0000073375386,0.00010541024,0.000027049202,0.00022039021,0.000011746534,0.00029970723,0.000012841884,0.0002983772,0.00003146652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009777272,0.0000056665845,0.00004089226,0.000061394625,0.000057101155,0.000019451414,0.0009362737,0.05890778,0.9377937,0.0006522359,0.000016965432,0.0014108025],"study_design_scores_gemma":[0.0014976695,0.00026894698,0.27247927,0.0006200933,0.00013202916,0.000016121006,0.00012920986,0.12930144,0.54215175,0.00025388735,0.052015677,0.0011338791],"about_ca_topic_score_codex":0.000052714968,"about_ca_topic_score_gemma":0.0000059569493,"teacher_disagreement_score":0.3956419,"about_ca_system_score_codex":0.00007755418,"about_ca_system_score_gemma":0.000009905553,"threshold_uncertainty_score":0.4298505},"labels":[],"label_agreement":null},{"id":"W4392241449","doi":"10.3390/radiation4010005","title":"Deep Texture Analysis—Enhancing CT Radiomics Features for Prediction of Head and Neck Cancer Treatment Outcomes: A Machine Learning Approach","year":2024,"lang":"en","type":"article","venue":"Radiation","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Toronto Metropolitan University; Sunnybrook Health Science Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Terry Fox Research Institute; University of Toronto; Canadian Institutes of Health Research; Terry Fox Foundation","keywords":"Radiomics; Receiver operating characteristic; Artificial intelligence; Support vector machine; Head and neck cancer; Medicine; Computer science; Classifier (UML); Radiation treatment planning; Pattern recognition (psychology); Head and neck; Machine learning; Cancer; Radiology; Radiation therapy; Internal medicine; Surgery","score_opus":0.011111413740578752,"score_gpt":0.302917550051129,"score_spread":0.2918061363105503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392241449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80437964,0.022057367,0.16985418,0.0019304467,0.00036717963,0.00086054223,0.00008479673,0.00017941602,0.00028642628],"genre_scores_gemma":[0.992043,0.0014745231,0.0046358746,0.0001092269,0.0002781221,0.00007959589,0.0006414654,0.00003087041,0.00070730137],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904424,0.0000396086,0.00027223548,0.0003025401,0.00017134224,0.00017003405],"domain_scores_gemma":[0.9995211,0.00013442473,0.00009374066,0.00011801056,0.00003468682,0.00009804982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025420266,0.00015861538,0.00042158083,0.0003341341,0.000090908296,0.000043230815,0.000031956257,0.00006356701,0.000013216287],"category_scores_gemma":[0.00015804825,0.0001179997,0.00019555441,0.00038104405,0.00003112691,0.000081759485,0.000008500725,0.00023275825,4.1532832e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000152785,0.0001751446,0.55451167,0.0009277441,0.0033508271,0.000013072339,0.0032476077,0.06333085,0.0029940028,0.000467469,0.00025903858,0.37056983],"study_design_scores_gemma":[0.0012416866,0.00021551522,0.16305448,0.00008159834,0.0017047898,0.000030385532,0.00006197043,0.8291768,0.00018172085,0.000025723675,0.0041477634,0.00007761201],"about_ca_topic_score_codex":0.00043037665,"about_ca_topic_score_gemma":0.00005850783,"teacher_disagreement_score":0.7658459,"about_ca_system_score_codex":0.0002251396,"about_ca_system_score_gemma":0.00007099539,"threshold_uncertainty_score":0.4811888},"labels":[],"label_agreement":null},{"id":"W4392601310","doi":"10.3390/radiation4010008","title":"Cultivation of Vitamin C-Rich Vegetables for Space-Radiation Mitigation","year":2024,"lang":"en","type":"article","venue":"Radiation","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; Université de Montréal","funders":"","keywords":"Space (punctuation); Food science; Radiation; Environmental science; Business; Biology; Physics; Computer science; Optics","score_opus":0.008369984488209485,"score_gpt":0.2878249913230282,"score_spread":0.2794550068348187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392601310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9556145,0.0019800453,0.034508407,0.004540434,0.0008721793,0.0014697803,0.0000339415,0.00018968903,0.0007910016],"genre_scores_gemma":[0.99602413,0.00013570866,0.002079911,0.000086432236,0.00043894813,0.00011134628,0.0006604515,0.000023547316,0.0004395458],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920547,0.00004578431,0.00024161758,0.00022009795,0.00014748746,0.00013953204],"domain_scores_gemma":[0.99930537,0.00029819843,0.00010235129,0.00013419364,0.00011602584,0.000043885248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030273414,0.00010415655,0.00018794669,0.00028594982,0.00003525554,0.000017507335,0.000029023919,0.00015084264,0.000020498628],"category_scores_gemma":[0.000401859,0.00009451374,0.00007378591,0.00035175914,0.000025974137,0.00019067277,0.0000048146753,0.000066739936,0.000029533754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021333451,0.00011698313,0.023930065,0.0012484762,0.00018703166,0.0000028234776,0.0012003863,0.00019881592,0.7701465,0.036468748,0.008627227,0.1576596],"study_design_scores_gemma":[0.00209774,0.00088075956,0.24081853,0.00030285725,0.00029213395,0.00001801375,0.00009201627,0.07573079,0.6337637,0.0017643877,0.044013612,0.00022549069],"about_ca_topic_score_codex":0.000016752923,"about_ca_topic_score_gemma":0.000004400687,"teacher_disagreement_score":0.21688847,"about_ca_system_score_codex":0.00018324827,"about_ca_system_score_gemma":0.00009717381,"threshold_uncertainty_score":0.38541585},"labels":[],"label_agreement":null},{"id":"W4399352213","doi":"10.3390/radiation4020014","title":"Non-Metastatic Uterine Carcinosarcoma: A Tailored Approach or One Size Fits All?","year":2024,"lang":"en","type":"article","venue":"Radiation","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Juravinski Cancer Centre; McMaster University","funders":"","keywords":"Carcinosarcoma; Medicine; Internal medicine; Carcinoma","score_opus":0.03505880545932158,"score_gpt":0.3094599366690491,"score_spread":0.27440113120972753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399352213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99072105,0.000846031,0.0013847953,0.002866732,0.00032829135,0.00093414955,0.000042661923,0.00022028349,0.0026560219],"genre_scores_gemma":[0.987794,0.00010321532,0.0058627515,0.00023876257,0.00024826842,0.000099132245,0.00026803062,0.00003294846,0.005352902],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99910456,0.000016975193,0.00020204019,0.00026928805,0.000208075,0.0001990715],"domain_scores_gemma":[0.9995605,0.000059848462,0.000034040273,0.00020856629,0.000025028363,0.00011201957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071958355,0.00014665646,0.00023827904,0.000100017765,0.000031289135,0.000049144768,0.000041589847,0.000039791383,0.00022218296],"category_scores_gemma":[0.000035827023,0.00010582473,0.000073309486,0.00024823428,0.000015120192,0.00012041165,0.00002343982,0.000091168265,0.00015392111],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005287581,0.010742864,0.06261858,0.016062353,0.011570789,0.010722747,0.015384296,0.00024216117,0.07116447,0.0068525644,0.054294005,0.7350576],"study_design_scores_gemma":[0.013731894,0.0035152195,0.7043299,0.00046954665,0.0020051552,0.0012380156,0.00018102815,0.1288722,0.005805433,0.00036633163,0.13870312,0.00078213314],"about_ca_topic_score_codex":0.00008162582,"about_ca_topic_score_gemma":0.000004615749,"teacher_disagreement_score":0.73427546,"about_ca_system_score_codex":0.00012240435,"about_ca_system_score_gemma":0.00008320767,"threshold_uncertainty_score":0.43154073},"labels":[],"label_agreement":null},{"id":"W4399668294","doi":"10.3390/radiation4020015","title":"Deep Texture Analysis Enhanced MRI Radiomics for Predicting Head and Neck Cancer Treatment Outcomes with Machine Learning Classifiers","year":2024,"lang":"en","type":"article","venue":"Radiation","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University; Sunnybrook Health Science Centre","funders":"","keywords":"Artificial intelligence; Radiomics; Support vector machine; Computer science; Classifier (UML); Pattern recognition (psychology); Head and neck cancer; Boosting (machine learning); Feature selection; Feature (linguistics); Magnetic resonance imaging; Machine learning; Medicine; Radiology; Radiation therapy","score_opus":0.009199259163806069,"score_gpt":0.3044280582926168,"score_spread":0.2952287991288107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399668294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7874992,0.005454535,0.20006707,0.00581113,0.00022248806,0.00055138447,0.000015718882,0.00019227232,0.00018620945],"genre_scores_gemma":[0.9920268,0.0015237944,0.0045256163,0.0002644238,0.00028129396,0.00010155697,0.0002387945,0.000040449402,0.0009972901],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998988,0.00003316201,0.00021409473,0.0003591597,0.00017355105,0.00023203617],"domain_scores_gemma":[0.99941266,0.00020428872,0.000081846105,0.000117180505,0.000035488734,0.00014851578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017919227,0.00018413168,0.00039093677,0.00027017095,0.00013488892,0.000085515974,0.000032641805,0.00008157554,0.000028761304],"category_scores_gemma":[0.00012165745,0.0001268013,0.00013527647,0.00039601038,0.000041583127,0.00009898156,0.000007508588,0.00026477955,0.0000011364392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016905459,0.000046349753,0.64803416,0.00018601958,0.0024572772,0.000016664635,0.0026747012,0.038928483,0.0007275079,0.00012682183,0.00007733816,0.30655563],"study_design_scores_gemma":[0.0017624277,0.00036629726,0.08121008,0.000097680066,0.0019891714,0.000015781054,0.0001049533,0.90609556,0.00014021175,0.000016428627,0.008073237,0.000128146],"about_ca_topic_score_codex":0.00031610005,"about_ca_topic_score_gemma":0.00017217407,"teacher_disagreement_score":0.8671671,"about_ca_system_score_codex":0.0002985068,"about_ca_system_score_gemma":0.0000908195,"threshold_uncertainty_score":0.5170807},"labels":[],"label_agreement":null},{"id":"W4405029255","doi":"10.3390/radiation4040027","title":"Predicting Tumor Progression in Patients with Cervical Cancer Using Computer Tomography Radiomic Features","year":2024,"lang":"en","type":"article","venue":"Radiation","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Terry Fox Foundation","keywords":"Cervical cancer; Medicine; Tomography; Computed tomography; Radiology; Cancer; Medical physics; Internal medicine","score_opus":0.004652358827414445,"score_gpt":0.28216463722186674,"score_spread":0.2775122783944523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405029255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99598765,0.001155066,0.0013730127,0.0005444243,0.00043588763,0.00033963803,0.0000036245408,0.00010687029,0.00005385119],"genre_scores_gemma":[0.9949736,0.000013964187,0.00407965,0.00029157972,0.0005349767,0.000014294469,0.000049639468,0.00002933524,0.000012947844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904263,0.000039739076,0.0001761358,0.0002517163,0.00029441447,0.00019537668],"domain_scores_gemma":[0.99969524,0.0000405529,0.000048517362,0.0000904498,0.000030943713,0.00009431439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015812434,0.00011406931,0.00017376928,0.00027177072,0.00006221714,0.000044421664,0.00004085025,0.00005013984,0.00002552877],"category_scores_gemma":[0.000023260258,0.000082578576,0.0000439618,0.0003888959,0.000041680836,0.00012520117,0.000015294187,0.00037633293,0.0000016176135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008918852,0.00005902688,0.93558365,0.00015588215,0.00003596847,0.00004839636,0.000309948,0.0012150613,0.00011125588,0.000021591331,0.00021683965,0.06215319],"study_design_scores_gemma":[0.00094255037,0.000100435755,0.68682474,0.00076204824,0.00004484592,0.000021488902,0.0000043249884,0.3109204,0.0000407485,0.000007117762,0.0002602188,0.0000710998],"about_ca_topic_score_codex":0.00014474585,"about_ca_topic_score_gemma":0.0000056784643,"teacher_disagreement_score":0.30970532,"about_ca_system_score_codex":0.0001604684,"about_ca_system_score_gemma":0.00009742681,"threshold_uncertainty_score":0.33674565},"labels":[],"label_agreement":null},{"id":"W4409092915","doi":"10.3390/radiation5020011","title":"Assessment of Tumor Infiltrating Lymphocytes in Predicting Stereotactic Ablative Radiotherapy (SABR) Response in Unresectable Breast Cancer","year":2025,"lang":"en","type":"article","venue":"Radiation","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; Health Sciences Centre; Toronto Metropolitan University; Sunnybrook Health Science Centre","funders":"Terry Fox Research Institute","keywords":"SABR volatility model; Ablative case; Radiation therapy; Medicine; Breast cancer; Cancer; Radiosurgery; Oncology; Radiology; Internal medicine","score_opus":0.005926654313441475,"score_gpt":0.30594869258849217,"score_spread":0.3000220382750507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409092915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972451,0.0016332367,0.00017502133,0.00028525904,0.00008584972,0.0002242873,0.000045025157,0.0000061158094,0.0003001422],"genre_scores_gemma":[0.99910194,0.00028687553,0.00029502218,0.00009145085,0.000042617557,0.00011657088,0.000018467736,0.000009188496,0.000037844064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991206,0.00017414347,0.0002468429,0.00021737783,0.00008492396,0.00015610192],"domain_scores_gemma":[0.9995686,0.000110374196,0.0001303071,0.00013022518,0.00004524316,0.00001527564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027815916,0.00010770238,0.00016645079,0.0001418983,0.000036502814,0.000010603166,0.00006082091,0.000048865757,0.000010696095],"category_scores_gemma":[0.0000809186,0.00010891881,0.000028667686,0.0002907613,0.000028664106,0.000012546169,0.000024863753,0.000055152992,1.06531644e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007921452,0.00007554184,0.9202282,0.000028359025,0.00010051067,0.0000016955208,0.0003298934,0.0036351471,0.072101496,0.000025695215,0.000020189318,0.0026611604],"study_design_scores_gemma":[0.002003974,0.00007346474,0.9752193,0.00012686243,0.000011641857,0.0000031590814,0.00023115249,0.0034327148,0.018746411,0.0000122228885,0.00006061787,0.00007847458],"about_ca_topic_score_codex":0.0012761642,"about_ca_topic_score_gemma":0.0006477874,"teacher_disagreement_score":0.054991134,"about_ca_system_score_codex":0.00050119025,"about_ca_system_score_gemma":0.00040258272,"threshold_uncertainty_score":0.444158},"labels":[],"label_agreement":null},{"id":"W4416574077","doi":"10.3390/radiation5040035","title":"Whole Transcriptome Analysis of the Mouse Placenta Following Radiation-Induced Growth Restriction","year":2025,"lang":"en","type":"article","venue":"Radiation","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Health Sciences North; Laurentian University; McMaster University; NOSM University","funders":"Lakehead University","keywords":"Placenta; Transcriptome; Offspring; Intrauterine growth restriction; Gene expression; Fetus; Gene","score_opus":0.013386168234257735,"score_gpt":0.270691794977318,"score_spread":0.25730562674306023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416574077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99187946,0.0012709233,0.0009370159,0.0024097986,0.00037036583,0.00034791362,0.000017716453,0.000044812456,0.0027219728],"genre_scores_gemma":[0.998834,0.0003341541,0.00003777019,0.0002309794,0.000034109406,0.000021522748,0.000069448135,0.0000051968386,0.00043277943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923193,0.00007634496,0.00024185899,0.00014876631,0.00019414483,0.0001069297],"domain_scores_gemma":[0.99953216,0.000081183876,0.00009535969,0.00022703236,0.00004127341,0.00002296787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015824994,0.00008326016,0.00023781582,0.00032793207,0.00013614414,0.000009103796,0.000068594876,0.00007250402,0.0000071819954],"category_scores_gemma":[0.00017061208,0.000065301654,0.00027266785,0.0016370018,0.0000137743,0.00010636789,0.000011079631,0.00009965778,0.0000019383683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014778016,0.0001681106,0.8590938,0.00013121945,0.0044390936,0.0000015589175,0.002457395,0.00047890298,0.11827644,0.0036708233,0.0025446562,0.008590209],"study_design_scores_gemma":[0.0011354738,0.000033556014,0.9600805,0.00006536124,0.002937861,1.9511175e-7,0.00013959187,0.0028206247,0.031915028,0.0001670071,0.0006379059,0.00006688491],"about_ca_topic_score_codex":0.00015003473,"about_ca_topic_score_gemma":0.000044501503,"teacher_disagreement_score":0.1009867,"about_ca_system_score_codex":0.000116631294,"about_ca_system_score_gemma":0.000065792534,"threshold_uncertainty_score":0.26629242},"labels":[],"label_agreement":null},{"id":"W4417041541","doi":"10.3390/radiation5040038","title":"Quality-of-Life Comparison of Three Different Breath-Hold Techniques for Left-Sided Breast Radiation","year":2025,"lang":"en","type":"article","venue":"Radiation","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Quality of life (healthcare); Breast cancer; Radiation therapy; Breathing; Clinical trial","score_opus":0.02412468812250701,"score_gpt":0.33705587159121314,"score_spread":0.31293118346870613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417041541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664716,0.0022089395,0.029134497,0.00071307796,0.00017293656,0.0006235348,0.0002455933,0.000028060915,0.0004017244],"genre_scores_gemma":[0.9986729,0.00013056815,0.00046232878,0.0000600193,0.00010290446,0.00006420617,0.00045202527,0.0000103746,0.0000446615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991445,0.000044203953,0.0003867891,0.00020746335,0.000101866004,0.000115177354],"domain_scores_gemma":[0.9992885,0.00007239483,0.00027182052,0.00022645154,0.00011551959,0.000025294854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011509284,0.00012804574,0.0002947065,0.00007342596,0.000050272443,0.0000062124495,0.000086966844,0.000111419875,0.0000039321267],"category_scores_gemma":[0.00011523515,0.00012001621,0.00011397272,0.000067772366,0.000044675064,0.0000051718403,0.00003340564,0.000030545165,3.7235284e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057149987,0.00034082087,0.7198027,0.00019624327,0.0003775186,2.6033378e-8,0.0001714474,0.000054602704,0.1545782,0.0020692062,0.002503665,0.11933408],"study_design_scores_gemma":[0.00094177155,0.00009954817,0.6688234,0.00003096924,0.000056265595,3.741695e-7,0.00004487787,0.00017698249,0.32858858,0.00037535053,0.0007660791,0.000095804426],"about_ca_topic_score_codex":0.00012549896,"about_ca_topic_score_gemma":0.00017453506,"teacher_disagreement_score":0.17401038,"about_ca_system_score_codex":0.00005073232,"about_ca_system_score_gemma":0.000065267304,"threshold_uncertainty_score":0.4894119},"labels":[],"label_agreement":null}]}