{"meta":{"query_hash":"e4f43fcf7c4c","filters":{"venue":"Technical Innovations & Patient Support in Radiation Oncology"},"cohort_total":49,"direct_labels_cover":0,"predictions_cover":49,"exported":49,"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/e4f43fcf7c4c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Technical+Innovations+%26+Patient+Support+in+Radiation+Oncology"},"results":[{"id":"W2581323884","doi":"10.1016/j.tipsro.2016.12.002","title":"Patient-reported symptoms and performance status before palliative radiotherapy in geriatric cancer patients (octogenarians)","year":2017,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation therapy; Cancer; Surgical oncology; Intensive care medicine; General surgery; Surgery; Internal medicine","score_opus":0.02297246369487263,"score_gpt":0.35020210373784205,"score_spread":0.3272296400429694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581323884","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":[0.9929792,0.00010834606,0.00009960579,0.0021834334,0.00034722965,0.0022532775,0.00007311002,0.00007358354,0.0018821929],"genre_scores_gemma":[0.99510914,0.00033677107,0.0015422105,0.0015024334,0.000041660674,0.0008190479,0.0005263509,0.00003727882,0.000085076565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968846,0.00009099313,0.0014353961,0.0005684794,0.0004819298,0.00053860695],"domain_scores_gemma":[0.9976283,0.000081019956,0.0011428979,0.00064119056,0.0003252029,0.00018141148],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003852486,0.00028964988,0.00059394015,0.0009057999,0.00020963995,0.00004226079,0.00016033615,0.00024283137,0.00047808897],"category_scores_gemma":[0.00064085406,0.00028236926,0.000059468162,0.0008154632,0.0002251631,0.00039771455,0.00012654816,0.0004137947,0.000007063499],"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":[0.00035765077,0.0012886734,0.7866638,0.00006291371,0.00004959065,0.00004188952,0.0007517693,0.000032312113,0.00006814079,0.00048155567,0.00070813217,0.20949362],"study_design_scores_gemma":[0.006040543,0.0027993254,0.97658396,0.000049160666,0.00008417289,0.000004700632,0.00007754179,0.0012499718,0.000045580913,0.00013079593,0.012694062,0.00024015868],"about_ca_topic_score_codex":0.00025590806,"about_ca_topic_score_gemma":0.00022079106,"teacher_disagreement_score":0.20925346,"about_ca_system_score_codex":0.0012358796,"about_ca_system_score_gemma":0.000550401,"threshold_uncertainty_score":0.99996287},"labels":[],"label_agreement":null},{"id":"W2588310132","doi":"10.1016/j.tipsro.2017.01.002","title":"Risk management, quality and safety in ESTRO","year":2017,"lang":"en","type":"editorial","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Radiation therapy; Quality assurance; Medicine; Radiation oncology; Medical physics; Quality (philosophy); Health care; Clinical Oncology; Surgical oncology; Cancer; Oncology; Surgery; Internal medicine; Pathology","score_opus":0.018093526738702577,"score_gpt":0.38386151339645513,"score_spread":0.36576798665775256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588310132","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01315554,0.00060410996,0.20580712,0.0026108804,0.5351017,0.013464747,0.0070515242,0.0014342956,0.22077009],"genre_scores_gemma":[0.31893796,0.007484537,0.257335,0.0009680015,0.3643246,0.010474772,0.03691936,0.00070371456,0.002852066],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996688,0.00023277244,0.0016036847,0.00069920666,0.00036056124,0.0004157789],"domain_scores_gemma":[0.9966673,0.0006860867,0.0016395798,0.00076768297,0.00017804214,0.00006126019],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011071038,0.000367873,0.0007672123,0.000740528,0.00018945952,0.000041297968,0.00040795375,0.0007537593,0.0002535716],"category_scores_gemma":[0.00030581385,0.00040850692,0.00007850676,0.0005387822,0.00023140808,0.00026338352,0.00019424756,0.0015986027,0.0000052696746],"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":[0.00015217185,0.0007664365,0.09643586,0.00004546753,0.00006963433,0.000016435411,0.00013731112,0.000058043086,0.000021948332,0.037165698,0.47957754,0.38555345],"study_design_scores_gemma":[0.0014407164,0.0003053103,0.027633004,0.000036634392,0.00002499966,5.387841e-7,0.000026314903,0.0000310236,0.0000162463,0.010612014,0.95948243,0.00039078167],"about_ca_topic_score_codex":0.00048726978,"about_ca_topic_score_gemma":0.0001742997,"teacher_disagreement_score":0.47990486,"about_ca_system_score_codex":0.0009124856,"about_ca_system_score_gemma":0.000377805,"threshold_uncertainty_score":0.9998367},"labels":[],"label_agreement":null},{"id":"W2792633053","doi":"10.1016/j.tipsro.2018.01.001","title":"Evidence-based region of interest matching guidelines for sarcoma volumetric image-guided radiation therapy","year":2018,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","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":"Mount Sinai Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Image-guided radiation therapy; Medical physics; Region of interest; Cone beam computed tomography; Radiology; Medical imaging; Computed tomography","score_opus":0.18506364434230171,"score_gpt":0.4344753637989102,"score_spread":0.2494117194566085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792633053","genre_codex":"methods","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":[0.22014041,0.00014159564,0.77419853,0.0031879437,0.00025354722,0.0015412039,0.000038080376,0.00016829037,0.00033038238],"genre_scores_gemma":[0.8442345,0.000072012735,0.15348783,0.0010128333,0.0002825252,0.0005997485,0.00025105322,0.000037144884,0.000022349604],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99746823,0.000120471,0.0015385255,0.00039300494,0.00017564917,0.0003041277],"domain_scores_gemma":[0.9964785,0.000582267,0.0010269743,0.00042896922,0.0014347503,0.000048566006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068458106,0.00022583558,0.00042038056,0.0009991522,0.00012382142,0.000020183832,0.00028645067,0.0001835028,0.00029055553],"category_scores_gemma":[0.0005177063,0.00022599915,0.000123231,0.0018791538,0.0002175261,0.0004633842,0.000037196616,0.0002183957,0.0000036119961],"study_design_candidate":"design_other","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":[0.00029154008,0.0009016597,0.057438135,0.000025019519,0.000042047926,0.0000017409938,0.0003213316,0.00021352126,0.036536325,0.027485838,0.03379425,0.8429486],"study_design_scores_gemma":[0.014217471,0.021302061,0.0902558,0.0006137414,0.00012319747,0.00003651224,0.00045939127,0.029294934,0.35413006,0.09192414,0.3952054,0.0024372882],"about_ca_topic_score_codex":0.00014248084,"about_ca_topic_score_gemma":0.00001425948,"teacher_disagreement_score":0.8405113,"about_ca_system_score_codex":0.00044233393,"about_ca_system_score_gemma":0.00038113663,"threshold_uncertainty_score":0.9215978},"labels":[],"label_agreement":null},{"id":"W2900866678","doi":"10.1016/j.tipsro.2018.09.002","title":"A review of the Best Practice in Radiation Oncology project from 2008 to 2018","year":2018,"lang":"en","type":"review","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Radiation oncology; Best practice; Agency (philosophy); Surgical oncology; Medicine; Medical education; Funding Agency; Radiation therapy; Medical physics; Political science; Public relations; Oncology; Sociology; Internal medicine; Law","score_opus":0.06466833709685055,"score_gpt":0.49496590731555984,"score_spread":0.4302975702187093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900866678","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045822497,0.97553635,0.00027662228,0.006539573,0.0017713306,0.008223207,0.00024361501,0.00006389769,0.0072995857],"genre_scores_gemma":[0.00003013603,0.9716943,0.010883821,0.013107471,0.00048570748,0.0022422182,0.0013624729,0.00006433477,0.00012956634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933938,0.0012158478,0.0036552157,0.00081603794,0.0004317452,0.00048737094],"domain_scores_gemma":[0.9925806,0.0027366434,0.0029187608,0.001087589,0.0005777305,0.0000986739],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017865625,0.0004944058,0.0028054474,0.0012747577,0.000102410544,0.000005734675,0.0005336172,0.0015354939,0.00042115734],"category_scores_gemma":[0.007374889,0.00037378498,0.0003259764,0.0054058232,0.00046787225,0.00021285165,0.00018425986,0.0015869255,0.00012234773],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00013627199,0.002332567,0.00026921276,0.0032493973,0.00009702633,0.000040331113,0.00028488218,0.000002992668,0.0000051625825,0.00041051774,0.11601816,0.87715346],"study_design_scores_gemma":[0.001129418,0.004299499,0.0002070664,0.013057965,0.0005512117,0.0002799042,0.000055399967,0.000005404026,0.0000042595148,0.00009037901,0.9800122,0.00030734233],"about_ca_topic_score_codex":0.0001966341,"about_ca_topic_score_gemma":0.000263771,"teacher_disagreement_score":0.87684613,"about_ca_system_score_codex":0.004852903,"about_ca_system_score_gemma":0.0067797233,"threshold_uncertainty_score":0.99987143},"labels":[],"label_agreement":null},{"id":"W2910406967","doi":"10.1016/j.tipsro.2018.12.001","title":"Are radiation oncologists following guidelines? An audit of practice in patients with uncomplicated bone metastases","year":2019,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; McGill University Health Centre","funders":"","keywords":"Medicine; Radiation therapy; Performance status; Breast cancer; Multivariate analysis; Surgery; Radiology; Internal medicine; Cancer","score_opus":0.036531603438637344,"score_gpt":0.3820592820413824,"score_spread":0.345527678602745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910406967","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":[0.9887616,0.00005132025,0.0005786938,0.004666507,0.00019659617,0.0030392783,0.000071867296,0.00011177612,0.0025223445],"genre_scores_gemma":[0.9776691,0.0000122526835,0.015982583,0.0037959495,0.000019396222,0.00028303056,0.0021531084,0.000034619017,0.000049938386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99610865,0.00029230086,0.0019608357,0.0005557829,0.00072899845,0.00035343648],"domain_scores_gemma":[0.9960151,0.00044503395,0.0018723175,0.00066250446,0.0008846193,0.00012043414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013123434,0.000259017,0.00082222046,0.0011973776,0.00003935194,0.000012308981,0.00016465069,0.00021015968,0.0004132517],"category_scores_gemma":[0.0036443288,0.00024091842,0.00008264408,0.0025296682,0.00008311631,0.0005700187,0.00007783394,0.00036652174,0.000044795626],"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":[0.0016143293,0.008818778,0.9307329,0.00009902777,0.00012034918,0.00012975282,0.00020402591,0.0015665895,0.00034070175,0.0019034253,0.0067229234,0.04774717],"study_design_scores_gemma":[0.009041481,0.004113266,0.95058095,0.000082196966,0.00022271113,0.000008302247,0.00038007242,0.0004907922,0.00008014931,0.00013131714,0.034610607,0.000258132],"about_ca_topic_score_codex":0.00009522033,"about_ca_topic_score_gemma":0.000098234785,"teacher_disagreement_score":0.047489036,"about_ca_system_score_codex":0.00088205934,"about_ca_system_score_gemma":0.0005436567,"threshold_uncertainty_score":0.98243684},"labels":[],"label_agreement":null},{"id":"W2981019633","doi":"10.1016/j.tipsro.2019.08.002","title":"Case series illustrating the synergistic use of hydrogel spacer and MR-guidance to increase the radiotherapeutic index for localized prostate cancer","year":2019,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"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 Health Network; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prostate cancer; Series (stratigraphy); Prostate; Cancer; Biomedical engineering; Radiology; Internal medicine; Geology","score_opus":0.03540962932759075,"score_gpt":0.34133168501903244,"score_spread":0.3059220556914417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981019633","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":[0.98626834,0.00023269623,0.0005483549,0.008875577,0.00012061945,0.0037092012,0.00014123914,0.00002975173,0.000074199386],"genre_scores_gemma":[0.99290514,0.00012052628,0.0013085139,0.002966841,0.000029839488,0.0024452703,0.0000689112,0.000020615427,0.00013431325],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986353,0.000062524436,0.000657749,0.00026556238,0.0001501747,0.00022868908],"domain_scores_gemma":[0.9985184,0.00054197875,0.00031227487,0.00031537956,0.00025170896,0.00006022429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003512485,0.0001517301,0.00033858357,0.00015316838,0.000106272906,0.000016561089,0.00005452903,0.00010767955,0.000071957926],"category_scores_gemma":[0.00028936355,0.00009617716,0.000042788844,0.00071037014,0.00018337526,0.00011020328,0.000042857,0.00017350785,0.0000017175871],"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":[0.0017820772,0.001028803,0.87047416,0.00023720322,0.00020936165,0.0001683656,0.0028062158,0.005064726,0.005066128,0.018989138,0.004410334,0.08976349],"study_design_scores_gemma":[0.023079364,0.024324229,0.34874314,0.00072974985,0.0010549242,0.0032479495,0.002709113,0.034774587,0.0132706035,0.0022443116,0.54443747,0.0013845499],"about_ca_topic_score_codex":0.000667432,"about_ca_topic_score_gemma":0.0007998328,"teacher_disagreement_score":0.54002714,"about_ca_system_score_codex":0.00046080694,"about_ca_system_score_gemma":0.00042130245,"threshold_uncertainty_score":0.39219907},"labels":[],"label_agreement":null},{"id":"W2996029361","doi":"10.1016/j.tipsro.2019.11.008","title":"Patient reported upper gastro-intestinal symptoms associated with fractionated image-guided conformal radiotherapy for metastatic spinal cord compression","year":2019,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Cancer Research UK","keywords":"Medicine; Radiology; Spinal cord; Radiation therapy; Spinal cord compression; Surgery","score_opus":0.03629506311516826,"score_gpt":0.36868189773839727,"score_spread":0.332386834623229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996029361","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":[0.9688715,0.000022786951,0.020905139,0.0021180713,0.00031249074,0.005209789,0.00007910879,0.0002808998,0.0022002328],"genre_scores_gemma":[0.95699525,0.0000055829532,0.03556502,0.0027981817,0.000025929725,0.00095750444,0.0033843883,0.000056739926,0.00021138703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99613965,0.00015342544,0.0018747494,0.00057916,0.0007162332,0.00053676474],"domain_scores_gemma":[0.99644667,0.00039008353,0.0014031769,0.0005093446,0.0010731467,0.00017755455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007350481,0.0003501606,0.00078046456,0.0008597886,0.000115920055,0.00003073227,0.00013018897,0.00017312868,0.0013388527],"category_scores_gemma":[0.001135837,0.0003098119,0.00013274027,0.0013247742,0.00016716325,0.0003356568,0.000052348256,0.0004763354,0.000025853982],"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":[0.032804642,0.018815033,0.65505654,0.0006105736,0.0018784091,0.00074426405,0.00061976974,0.0017164955,0.033744406,0.0112213865,0.05992951,0.18285897],"study_design_scores_gemma":[0.028768666,0.05115099,0.8237593,0.00045506656,0.00082058227,0.0006592847,0.00060425483,0.030590499,0.0013307476,0.00035985766,0.060557224,0.0009434899],"about_ca_topic_score_codex":0.000022497476,"about_ca_topic_score_gemma":0.000005974749,"teacher_disagreement_score":0.18191548,"about_ca_system_score_codex":0.0011233757,"about_ca_system_score_gemma":0.0007316552,"threshold_uncertainty_score":0.9999354},"labels":[],"label_agreement":null},{"id":"W2996048764","doi":"10.1016/j.tipsro.2019.10.003","title":"Patterns of practice of adaptive re-planning for anatomic variances during cone-beam CT guided radiotherapy","year":2019,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Radiation therapy; Radiation treatment planning; Psychological intervention; Head and neck cancer; Image-guided radiation therapy; Cone beam computed tomography; Cone beam ct; Radiology; Computed tomography","score_opus":0.02201391237752523,"score_gpt":0.3665478485220844,"score_spread":0.3445339361445592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996048764","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":[0.7534959,0.0000660469,0.24220257,0.00031604833,0.00016407346,0.0016658874,0.00015173387,0.00007592201,0.001861828],"genre_scores_gemma":[0.94211674,0.000021184884,0.057103407,0.00017053902,0.000047138146,0.00032590888,0.0001561573,0.000028137147,0.000030788156],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980902,0.000077649835,0.0011272312,0.0003017081,0.00016735257,0.00023584213],"domain_scores_gemma":[0.99749726,0.0005775326,0.0012434359,0.00031623326,0.0003369434,0.00002858291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040277911,0.00016810084,0.00048673133,0.00040085855,0.000044681274,0.0000053033064,0.00019052067,0.00009554586,0.00036896046],"category_scores_gemma":[0.000072637224,0.00017892745,0.00008123517,0.0006057446,0.00006094622,0.00032785267,0.000028800476,0.00022156748,7.9175635e-7],"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":[0.0006234545,0.0018170433,0.6748747,0.000102474725,0.000289478,0.0000060709003,0.0018513668,0.00949121,0.14451748,0.13177834,0.0013488256,0.033299495],"study_design_scores_gemma":[0.020784453,0.012407878,0.18675722,0.00046087755,0.0002075076,0.00006908435,0.0042282743,0.007963464,0.55221295,0.012162358,0.20058173,0.0021642214],"about_ca_topic_score_codex":0.00010999149,"about_ca_topic_score_gemma":0.000002201321,"teacher_disagreement_score":0.48811752,"about_ca_system_score_codex":0.00032242708,"about_ca_system_score_gemma":0.00021522629,"threshold_uncertainty_score":0.729645},"labels":[],"label_agreement":null},{"id":"W2996726934","doi":"10.1016/j.tipsro.2019.11.004","title":"Magnetic resonance imaging sequence evaluation of an MR Linac system; early clinical experience","year":2019,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Mauritius Research Council; Institute of Cancer Research; Cancer Research UK; National Institute for Health and Care Research; NIHR Bristol Biomedical Research Centre; Elekta; American Society for Radiation Oncology","keywords":"Magnetic resonance imaging; Medicine; Nuclear medicine; Image quality; Radiology; Medical physics; Computer science; Artificial intelligence; Image (mathematics)","score_opus":0.04054901130805756,"score_gpt":0.4109198396749698,"score_spread":0.37037082836691226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996726934","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":[0.98401034,0.00012313135,0.010102207,0.00010902053,0.00029592548,0.0013681065,0.000038359354,0.0001461776,0.0038067405],"genre_scores_gemma":[0.9803485,0.000007072836,0.018731195,0.0001259639,0.000072323266,0.0005300078,0.00013972256,0.000024466073,0.000020721685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99697274,0.00034285945,0.0014632358,0.00048517867,0.00045248534,0.0002834762],"domain_scores_gemma":[0.9978963,0.00019433303,0.0006751623,0.00059038796,0.00058467657,0.00005910698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014109112,0.00017797171,0.00040273572,0.00031628797,0.00005920394,0.000013338132,0.00029352965,0.00014500822,0.0006166716],"category_scores_gemma":[0.00008779716,0.00019070118,0.000066745146,0.0010000536,0.00019270314,0.00048082814,0.000055142813,0.00035646267,0.000013626972],"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":[0.000035255303,0.00042245822,0.5859824,0.000006872877,0.0000031477039,0.000001724212,0.0003699671,0.00025448712,0.0050211763,0.023769503,0.000082167884,0.38405085],"study_design_scores_gemma":[0.0045241145,0.0045736674,0.8705266,0.0001484764,0.000064819505,0.000023915047,0.0011972339,0.07318013,0.008319764,0.0050706808,0.03145233,0.0009182757],"about_ca_topic_score_codex":0.00013799661,"about_ca_topic_score_gemma":0.000006991897,"teacher_disagreement_score":0.38313258,"about_ca_system_score_codex":0.0005648692,"about_ca_system_score_gemma":0.0004434151,"threshold_uncertainty_score":0.7776568},"labels":[],"label_agreement":null},{"id":"W3035022925","doi":"10.1016/j.tipsro.2020.04.001","title":"A prioritization framework for the analysis of near misses in radiation oncology","year":2020,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":2,"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; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Near miss; Prioritization; Triage; Summative assessment; Event (particle physics); Computer science; Harm; Incident report; Thematic analysis; Medicine; Psychology; Reliability engineering; Computer security; Engineering; Formative assessment; Emergency medicine; Process management; Mathematics education; Social psychology","score_opus":0.02823678999020836,"score_gpt":0.38077627745883963,"score_spread":0.3525394874686313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035022925","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07269051,0.000103670565,0.91631854,0.008222697,0.00012360272,0.0017808672,0.00013654226,0.00010379469,0.0005198063],"genre_scores_gemma":[0.9190133,0.000049319493,0.07825461,0.0012040193,0.000088377965,0.000745602,0.0006192804,0.000021401873,0.000004069122],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979902,0.00011757879,0.0011542197,0.0003273363,0.00016495508,0.00024569556],"domain_scores_gemma":[0.9975483,0.0012177201,0.00070916006,0.0002625168,0.00021662764,0.000045700846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038709719,0.00016143861,0.00051332655,0.00049863465,0.000095402414,0.000014479926,0.00022675784,0.00024140104,0.0003721155],"category_scores_gemma":[0.00038504292,0.00015114855,0.00012469804,0.004354167,0.00013661993,0.0001678543,0.000036874226,0.00036051645,0.0000013463787],"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":[0.00022720738,0.001049378,0.25250316,0.000021062664,0.0002909031,0.0000020143952,0.0030927358,0.027613446,0.0024992009,0.2289969,0.0019483403,0.48175564],"study_design_scores_gemma":[0.0040793745,0.004425764,0.2880744,0.000037439,0.00074361765,0.0000022543052,0.0011738397,0.16674417,0.0064298995,0.03501182,0.49235168,0.0009257608],"about_ca_topic_score_codex":0.000086960354,"about_ca_topic_score_gemma":0.000041331063,"teacher_disagreement_score":0.84632283,"about_ca_system_score_codex":0.00042191398,"about_ca_system_score_gemma":0.00040431318,"threshold_uncertainty_score":0.61636585},"labels":[],"label_agreement":null},{"id":"W3068106032","doi":"10.1016/j.tipsro.2020.07.001","title":"The role of alexithymia and empathy on radiation therapists’ professional quality of life","year":2020,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Empathy; Burnout; Toronto Alexithymia Scale; Clinical psychology; Quality of life (healthcare); Psychology; Compassion fatigue; Interpersonal Reactivity Index; Affect (linguistics); Medicine; Psychiatry; Psychotherapist; Perspective-taking","score_opus":0.07829470544436437,"score_gpt":0.4529892335924488,"score_spread":0.37469452814808446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3068106032","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":[0.9629248,0.00079666206,0.000103386345,0.030956209,0.00047714938,0.0016620547,0.00013870362,0.00006410192,0.0028769819],"genre_scores_gemma":[0.99362886,0.00039543287,0.0003376082,0.0048328536,0.00012582034,0.00045088588,0.00017697382,0.00001824297,0.00003334849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99528086,0.0011961632,0.0023844766,0.0003169585,0.00046978507,0.0003517365],"domain_scores_gemma":[0.99506116,0.0025249866,0.0015576143,0.00028815673,0.00041262992,0.00015542719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001687692,0.000168355,0.00051354273,0.00020722243,0.00044781982,0.000003294791,0.00020851774,0.00046709768,0.0002656136],"category_scores_gemma":[0.002272509,0.00012275786,0.000058549176,0.0008432536,0.0002142196,0.000102483325,0.00012989921,0.0009373675,0.000015002419],"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":[0.00084975385,0.00060126424,0.6555742,0.0002250827,0.0000245401,8.5013835e-7,0.0068694158,0.000023079296,0.00307098,0.114096105,0.0035473178,0.2151174],"study_design_scores_gemma":[0.001610252,0.0013930799,0.9313335,0.00024448032,0.000006796252,4.412745e-7,0.004887575,0.00042900385,0.00047191052,0.0044000517,0.055048645,0.00017429642],"about_ca_topic_score_codex":0.00016163838,"about_ca_topic_score_gemma":0.00011361839,"teacher_disagreement_score":0.27575925,"about_ca_system_score_codex":0.00024240674,"about_ca_system_score_gemma":0.0016681731,"threshold_uncertainty_score":0.50059205},"labels":[],"label_agreement":null},{"id":"W3068906779","doi":"10.1016/j.tipsro.2020.07.002","title":"Exploring the nausea experience among female patients with breast cancer; A pilot interview study","year":2020,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Nausea and vomiting management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Nausea; Retching; Vomiting; Medicine; Quality of life (healthcare); Breast cancer; Physical therapy; Cancer; Anesthesia; Internal medicine; Nursing","score_opus":0.15446209371715505,"score_gpt":0.36089388971398023,"score_spread":0.20643179599682518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3068906779","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":[0.98940945,0.000008465212,0.00026343594,0.0070964545,0.00014650618,0.002386834,0.0000182007,0.00015062875,0.00052000047],"genre_scores_gemma":[0.99433196,0.0000145665645,0.00020067533,0.0029657655,0.00007552247,0.002292722,0.00007840635,0.00002575782,0.000014617616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979521,0.00012717833,0.000805885,0.00041398747,0.00040785602,0.00029301527],"domain_scores_gemma":[0.9988438,0.0001064671,0.00031281097,0.00033796424,0.00028913163,0.00010982194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032166287,0.00018892915,0.00035713564,0.0002290214,0.00013624468,0.000021783093,0.000204212,0.000047621623,0.0002573238],"category_scores_gemma":[0.00017694107,0.00013392339,0.00003598743,0.0019077582,0.00013794503,0.000284763,0.00015500525,0.00040527986,0.000017335658],"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":[0.0002834587,0.0021664232,0.93477756,0.000032185824,0.0000389802,0.000026960362,0.0040594023,0.000056439207,0.000036178924,0.00026645657,0.00067255466,0.057583384],"study_design_scores_gemma":[0.002559262,0.0060953484,0.9841524,0.000046576595,0.00006064924,0.000004233528,0.0019142624,0.00007885533,0.00004338693,0.0000049841246,0.0048900302,0.00015005046],"about_ca_topic_score_codex":0.00014430523,"about_ca_topic_score_gemma":0.0001656897,"teacher_disagreement_score":0.057433337,"about_ca_system_score_codex":0.0004576155,"about_ca_system_score_gemma":0.00016502879,"threshold_uncertainty_score":0.54612374},"labels":[],"label_agreement":null},{"id":"W3084651419","doi":"10.1016/j.tipsro.2020.08.002","title":"International survey; current practice in On-line adaptive radiotherapy (ART) delivered using Magnetic Resonance Image (MRI) guidance","year":2020,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; Cancer Research UK","keywords":"Contouring; Medicine; Radiation therapy; Medical physics; Radiation treatment planning; Radiation Therapist; Workflow; Surgery; Computer science","score_opus":0.04436486878072018,"score_gpt":0.3870745246559405,"score_spread":0.34270965587522034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084651419","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042987496,0.0012330301,0.9326661,0.010768368,0.00073821464,0.002812568,0.0006873357,0.00034661297,0.007760258],"genre_scores_gemma":[0.74177134,0.00050177175,0.2528909,0.0031544194,0.00030290417,0.0004762029,0.00079895573,0.00007506181,0.000028441735],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973948,0.00031021892,0.0011058205,0.00054709497,0.00031039782,0.00033167045],"domain_scores_gemma":[0.99814874,0.0005578208,0.00055595534,0.0002795355,0.00038288726,0.00007507506],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005127088,0.00025799684,0.00038503602,0.00036464442,0.00006551082,0.000024085553,0.0003277544,0.00016362024,0.00080388674],"category_scores_gemma":[0.00034588343,0.0002886759,0.000057299905,0.0015710962,0.00013577966,0.00046451614,0.000065389555,0.0008366118,0.0000139099],"study_design_candidate":"not_applicable","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":[0.0017625882,0.0038941582,0.10437165,0.000013492115,0.000051886636,0.000050048893,0.0015205602,0.015310436,0.008424997,0.028190127,0.021733508,0.8146765],"study_design_scores_gemma":[0.004438904,0.0038388444,0.03988855,0.00007727548,0.00001642804,0.000010394043,0.00013642854,0.08355178,0.0016383635,0.00093768456,0.8646668,0.0007985602],"about_ca_topic_score_codex":0.000116240706,"about_ca_topic_score_gemma":0.000020242029,"teacher_disagreement_score":0.8429333,"about_ca_system_score_codex":0.0009315196,"about_ca_system_score_gemma":0.0003201433,"threshold_uncertainty_score":0.99995655},"labels":[],"label_agreement":null},{"id":"W3138392871","doi":"10.1016/j.tipsro.2021.02.004","title":"Advanced practice in radiotherapy: How to move to the next level?","year":2021,"lang":"en","type":"editorial","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Radiation therapy; Medicine; Workforce; Cancer; Intensive care medicine; Medical physics; Surgery; Internal medicine; Political science","score_opus":0.030364120678026817,"score_gpt":0.4184397372440915,"score_spread":0.3880756165660647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138392871","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002658677,0.0030690304,0.021432959,0.29288873,0.6631286,0.009548593,0.0005179449,0.0003418585,0.0064135985],"genre_scores_gemma":[0.01491995,0.010352966,0.29399097,0.12871997,0.5263842,0.010371925,0.008457418,0.0005011661,0.006301431],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954111,0.00047348565,0.0015529986,0.0010167704,0.00085093686,0.00069468416],"domain_scores_gemma":[0.9918178,0.0050540366,0.0007883751,0.0010730082,0.0010663267,0.00020045458],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0014854304,0.0004972189,0.0012552579,0.0012547693,0.00015423956,0.000043555367,0.0004955839,0.0018941405,0.00038385415],"category_scores_gemma":[0.016308373,0.0004256678,0.00013696145,0.004322903,0.00018278303,0.00034611652,0.00015011046,0.0027696483,0.000048107187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008037967,0.0010049326,0.00020249015,0.000023499593,0.000058194033,0.00023414621,0.001072191,0.0008638584,0.000511546,0.00060422433,0.7542618,0.24035935],"study_design_scores_gemma":[0.0026609018,0.003485892,0.0018340528,0.000102361366,0.00005166563,0.000077376506,0.00048284564,0.00003996046,0.00006703263,0.00008359135,0.99070007,0.00041424992],"about_ca_topic_score_codex":0.00005255142,"about_ca_topic_score_gemma":0.0006096035,"teacher_disagreement_score":0.272558,"about_ca_system_score_codex":0.0049806708,"about_ca_system_score_gemma":0.0036170043,"threshold_uncertainty_score":0.9998195},"labels":[],"label_agreement":null},{"id":"W3138420864","doi":"10.1016/j.tipsro.2021.01.003","title":"A Canadian experience of palliative advanced practice radiation therapy TIPS: Training, implementation, practice and sustainability","year":2021,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; Lakeridge Health; Regional Municipality of Durham; University of Toronto; Southlake Regional Health Center","funders":"Association Canadienne des Technologues en Radiation Médicale; Cancer Care Ontario","keywords":"Sustainability; Training (meteorology); Medicine; Radiation oncology; Radiation therapy; Clinical Practice; Palliative care; Medical education; Medical physics; Surgery; Nursing; Geography; Ecology","score_opus":0.036903566353736365,"score_gpt":0.4301213959353378,"score_spread":0.39321782958160145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138420864","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":[0.8970685,0.00064212567,0.0039322902,0.08391475,0.0002699835,0.004384555,0.00015270567,0.00010237936,0.00953271],"genre_scores_gemma":[0.9771828,0.00042332857,0.013651809,0.007248237,0.000019372352,0.0005665191,0.0008389362,0.000018060124,0.000050912407],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973104,0.0003405697,0.0011548436,0.00044834707,0.00041160086,0.00033425377],"domain_scores_gemma":[0.9961112,0.00076562393,0.00073264627,0.00037520524,0.001824167,0.00019115361],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009633985,0.00017419075,0.00038990926,0.0005288618,0.00010149905,0.000018466788,0.00007978484,0.00013820991,0.0005761134],"category_scores_gemma":[0.008476765,0.00019172313,0.000045816087,0.0017187496,0.00013931567,0.0005741209,0.00004376036,0.00027078268,0.0000029343341],"study_design_candidate":"design_other","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":[0.0008554541,0.0025984328,0.11473937,0.00012451825,0.00015089053,0.00030673732,0.02663061,0.00008476375,0.0007941066,0.03368056,0.004237938,0.8157966],"study_design_scores_gemma":[0.006229034,0.0022688,0.3528554,0.000022626637,0.00016036049,0.000090655405,0.07026487,0.00023281733,0.00093974516,0.001552947,0.5650675,0.00031520094],"about_ca_topic_score_codex":0.0033670792,"about_ca_topic_score_gemma":0.0037323711,"teacher_disagreement_score":0.8154814,"about_ca_system_score_codex":0.001634069,"about_ca_system_score_gemma":0.0042923857,"threshold_uncertainty_score":0.99987525},"labels":[],"label_agreement":null},{"id":"W3139088431","doi":"10.1016/j.tipsro.2021.01.005","title":"Exploring opportunities &amp; pathways for advanced practice radiation therapy roles in the United States","year":2021,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Radiation Therapist; Clinical Practice; Medicine; Scopus; Scope of practice; Radiation therapy; MEDLINE; Family medicine; Health care; Internal medicine; Political science","score_opus":0.2567209898709205,"score_gpt":0.3999547000840392,"score_spread":0.1432337102131187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139088431","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":[0.93493885,0.00028023284,0.0051386696,0.052835826,0.00028140275,0.002905253,0.000100769765,0.000157641,0.003361328],"genre_scores_gemma":[0.94901234,0.003026193,0.0125082135,0.021306492,0.00006389817,0.0036892933,0.010273764,0.000038258473,0.00008153131],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750024,0.00035203356,0.00107556,0.00034395495,0.0004071678,0.000321027],"domain_scores_gemma":[0.9970688,0.0013905003,0.00044104477,0.00045259518,0.0005807024,0.00006632602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013918978,0.00018765968,0.00034742538,0.00085240445,0.000104861785,0.000030788873,0.00013446246,0.000108423934,0.00016087362],"category_scores_gemma":[0.002784979,0.00016744329,0.00007046589,0.002004887,0.000076509605,0.00047215464,0.000041074083,0.00032499872,0.000008284851],"study_design_candidate":"not_applicable","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":[0.0019231896,0.008255066,0.009311662,0.00017685801,0.00014340584,0.0003913505,0.011643703,0.0033403556,0.0023703096,0.12991826,0.019065753,0.8134601],"study_design_scores_gemma":[0.005409414,0.0013111721,0.03394633,0.000037825466,0.00008617269,0.000045075438,0.013018203,0.0009462242,0.00046663993,0.0023387717,0.9421383,0.0002558661],"about_ca_topic_score_codex":0.000034438206,"about_ca_topic_score_gemma":0.000075912874,"teacher_disagreement_score":0.9230726,"about_ca_system_score_codex":0.0004335337,"about_ca_system_score_gemma":0.00058157585,"threshold_uncertainty_score":0.6828139},"labels":[],"label_agreement":null},{"id":"W4214889439","doi":"10.1016/j.tipsro.2022.02.003","title":"Dosimetric comparison of MR-guided adaptive IMRT versus 3DOF-VMAT for prostate stereotactic radiotherapy","year":2022,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Rectum; Medicine; Prostate; Dosimetry; Nuclear medicine; Radiation therapy; Radiology; Surgery; Cancer; Internal medicine","score_opus":0.048437805713317544,"score_gpt":0.394436142578735,"score_spread":0.3459983368654175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214889439","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":[0.5462444,0.00036199004,0.43721387,0.0015934057,0.0013380363,0.007869143,0.0010339558,0.00047553296,0.0038697042],"genre_scores_gemma":[0.9570357,0.00001008297,0.039767485,0.00018886966,0.00005827784,0.0022991886,0.000530013,0.000042816966,0.00006757471],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759436,0.00015010759,0.0012472654,0.00037817692,0.00028812813,0.00034196186],"domain_scores_gemma":[0.9977886,0.00059011934,0.0009927734,0.00035006212,0.0002311245,0.0000472851],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042518356,0.00021526356,0.0005459692,0.00085070985,0.00020381839,0.00000976805,0.0002716147,0.00009464756,0.0009354904],"category_scores_gemma":[0.000054127635,0.00024145907,0.00011330914,0.0022040573,0.00011112698,0.00018729221,0.000080144884,0.00042672106,0.0000010868383],"study_design_candidate":"not_applicable","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":[0.0049350993,0.008548092,0.24991353,0.000060924136,0.00047414424,0.000006345377,0.004233914,0.013705669,0.024509743,0.16050597,0.037515607,0.49559098],"study_design_scores_gemma":[0.02153827,0.035121687,0.02350056,0.000025978157,0.00015182783,0.00001662987,0.0019425226,0.028503606,0.029539213,0.009743545,0.8482579,0.001658242],"about_ca_topic_score_codex":0.000076793614,"about_ca_topic_score_gemma":0.000006075111,"teacher_disagreement_score":0.8107423,"about_ca_system_score_codex":0.0011543054,"about_ca_system_score_gemma":0.00035013712,"threshold_uncertainty_score":0.99997777},"labels":[],"label_agreement":null},{"id":"W4229445331","doi":"10.1016/j.tipsro.2022.04.005","title":"First multicentre experience of SABR for lymph node and liver oligometastatic disease on the unity MR-Linac","year":2022,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Deutsche Forschungsgemeinschaft; Elekta","keywords":"SABR volatility model; Medicine; Linear particle accelerator; Lymph node; Radiology; Medical physics; Internal medicine; Optics","score_opus":0.023902511814982704,"score_gpt":0.3270863792467229,"score_spread":0.3031838674317402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229445331","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":[0.9338728,0.00004961156,0.06042686,0.0026859613,0.00012060048,0.0019084474,0.00046401963,0.00007928688,0.00039240753],"genre_scores_gemma":[0.98832303,0.000014190895,0.008752297,0.00070250983,0.000019833065,0.0019705822,0.00017794999,0.000015382035,0.000024226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988254,0.000095469615,0.00050329603,0.0002312118,0.00016014437,0.00018447997],"domain_scores_gemma":[0.9985774,0.0006748708,0.00033589714,0.00027175463,0.000096850454,0.000043188415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024623945,0.00012234818,0.0001972978,0.00019408832,0.00026803662,0.0000062044724,0.00017164017,0.000027954024,0.00061625004],"category_scores_gemma":[0.00011766908,0.000108450964,0.000044872068,0.00063935627,0.00015361895,0.0000859278,0.000086478554,0.00018632393,6.250636e-7],"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":[0.0006316861,0.004646422,0.35413855,0.00006816679,0.00006812677,0.000009684749,0.0052723656,0.010138266,0.0018716282,0.5411285,0.0040410412,0.077985555],"study_design_scores_gemma":[0.008502076,0.0047759833,0.38856858,0.000083223415,0.00017229418,0.000014080386,0.006838607,0.07291515,0.0072491583,0.039776728,0.46950072,0.0016034098],"about_ca_topic_score_codex":0.00006350741,"about_ca_topic_score_gemma":0.000005804545,"teacher_disagreement_score":0.5013518,"about_ca_system_score_codex":0.00029547315,"about_ca_system_score_gemma":0.0001463541,"threshold_uncertainty_score":0.67475057},"labels":[],"label_agreement":null},{"id":"W4293796606","doi":"10.1016/j.tipsro.2022.08.005","title":"Impact of intrafraction changes in delivered dose of the day for prostate cancer patients treated with stereotactic body radiotherapy via MR-Linac","year":2022,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"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; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Rectum; Prostate; Nuclear medicine; Prostate cancer; Radiation therapy; Tomotherapy; Dosimetry; Radiology; Cancer; Surgery; Internal medicine","score_opus":0.017917515717637996,"score_gpt":0.3413783518480889,"score_spread":0.3234608361304509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293796606","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":[0.99474937,0.0000777497,0.000037437603,0.0012627377,0.00010533187,0.0033236162,0.00039166943,0.000018448116,0.00003362641],"genre_scores_gemma":[0.99526125,0.00017474846,0.00015101668,0.00023667062,0.000013396048,0.0034690436,0.0006586946,0.00002183431,0.000013340214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984776,0.0001310894,0.00069228205,0.0002459736,0.00023955817,0.00021351139],"domain_scores_gemma":[0.9984962,0.00018499204,0.00072912005,0.0002321534,0.0003225778,0.000034979214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027320898,0.00015011455,0.0004102368,0.00042263576,0.000066722925,0.0000027137628,0.000081077014,0.00008417251,0.00021876984],"category_scores_gemma":[0.00007169417,0.00010719043,0.000070059796,0.001428261,0.00008111036,0.00007891688,0.00003366148,0.00021928673,1.713384e-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":[0.0017705342,0.0039718766,0.93754643,0.00003402241,0.00010635809,0.000004010747,0.0007654921,0.00082127756,0.004301174,0.000052998017,0.00041102126,0.05021479],"study_design_scores_gemma":[0.0069924067,0.015885478,0.97114426,0.000038039532,0.00007770239,0.0000071999702,0.000052436528,0.0006561262,0.0033887208,0.000030190853,0.0016227728,0.00010466159],"about_ca_topic_score_codex":0.00089500844,"about_ca_topic_score_gemma":0.000544864,"teacher_disagreement_score":0.050110128,"about_ca_system_score_codex":0.0031576676,"about_ca_system_score_gemma":0.0006002127,"threshold_uncertainty_score":0.8257191},"labels":[],"label_agreement":null},{"id":"W4294051912","doi":"10.1016/j.tipsro.2022.08.008","title":"Virtual integration of patient education in radiotherapy (VIPER)","year":2022,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","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":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Telemedicine; Videoconferencing; Session (web analytics); Patient satisfaction; Patient education; Medical physics; Multimedia; Surgery; Family medicine; Computer science; Health care","score_opus":0.0147929574517688,"score_gpt":0.3841929257226014,"score_spread":0.3693999682708326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294051912","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":[0.98527056,0.00041395653,0.0036820923,0.0037286151,0.0011357025,0.0016053596,0.000031246276,0.00007875796,0.0040537077],"genre_scores_gemma":[0.9836813,0.00021433462,0.010180251,0.0041441675,0.00007657259,0.0009050622,0.00061970163,0.000025588994,0.00015301359],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748063,0.00025119304,0.0013324566,0.0003513337,0.00033260888,0.000251748],"domain_scores_gemma":[0.99862665,0.00026530286,0.00055365975,0.000329084,0.0001725902,0.000052703803],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005176967,0.00017178203,0.00048388404,0.0012365255,0.00010772577,0.0000031034795,0.00014122674,0.00023354692,0.0012647912],"category_scores_gemma":[0.00024953845,0.00017757015,0.00007304731,0.0020334823,0.0001821101,0.0001525883,0.00005170358,0.00072381145,0.00000396042],"study_design_candidate":"design_other","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":[0.00089468464,0.0061325976,0.06837088,0.000013418691,0.000022025435,0.000024876663,0.0026128138,0.0028475362,0.018507145,0.026879858,0.0063365996,0.86735755],"study_design_scores_gemma":[0.006374269,0.027256662,0.18710718,0.00006501945,0.00004548474,0.0005378221,0.0050694277,0.0024899482,0.0038987221,0.003583976,0.76295304,0.0006184769],"about_ca_topic_score_codex":0.000054577406,"about_ca_topic_score_gemma":0.000069351525,"teacher_disagreement_score":0.8667391,"about_ca_system_score_codex":0.002866191,"about_ca_system_score_gemma":0.0019184498,"threshold_uncertainty_score":0.9996482},"labels":[],"label_agreement":null},{"id":"W4307392232","doi":"10.1016/j.tipsro.2022.09.004","title":"A new wave of leaders: Early evaluation of the interdisciplinary Foundations of Leadership in Radiation Oncology (FLiRO) program","year":2022,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","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":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Radiation oncology; Surgical oncology; Medicine; Medical physics; Engineering ethics; Medical education; Engineering; Oncology; Radiation therapy; Radiology","score_opus":0.1643597709544915,"score_gpt":0.47091299174515583,"score_spread":0.3065532207906643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307392232","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":[0.9693325,0.00037621133,0.0019254318,0.017748633,0.0010251133,0.0047268183,0.00004891584,0.000064640415,0.004751721],"genre_scores_gemma":[0.99142206,0.000032163305,0.006596289,0.00060618774,0.00006013227,0.000885355,0.00029948508,0.000021114858,0.00007722928],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99623394,0.00067550346,0.001823246,0.00033049477,0.00064765796,0.00028913832],"domain_scores_gemma":[0.99719465,0.0005793801,0.0013088713,0.00044761365,0.00042164422,0.000047822796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018670986,0.00016806975,0.0006301228,0.0010076041,0.00011739419,0.0000020340785,0.00023659765,0.00033441198,0.00074856705],"category_scores_gemma":[0.0007053156,0.00015526738,0.00013565054,0.0029642163,0.00055764336,0.00016829795,0.00017070677,0.0007635569,0.0000015048544],"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":[0.0009861315,0.00498633,0.11236039,0.000080278594,0.00008041316,0.000008176869,0.009702003,0.0045186444,0.0051357765,0.00789356,0.0033294456,0.8509188],"study_design_scores_gemma":[0.013799652,0.021625098,0.90318954,0.00011163681,0.00033137086,0.00018551735,0.009433296,0.0052958652,0.0029416236,0.008885305,0.03382839,0.00037267746],"about_ca_topic_score_codex":0.0000811835,"about_ca_topic_score_gemma":0.0003258933,"teacher_disagreement_score":0.8505462,"about_ca_system_score_codex":0.0026019823,"about_ca_system_score_gemma":0.002906638,"threshold_uncertainty_score":0.8196284},"labels":[],"label_agreement":null},{"id":"W4376613014","doi":"10.1016/j.tipsro.2023.100212","title":"Practice-based training strategy for therapist-driven prostate MR-Linac adaptive radiotherapy","year":2023,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Medical physics; Radiation therapy; Radiation Therapist; Psychology; Radiology","score_opus":0.05856209283930352,"score_gpt":0.39396221784037744,"score_spread":0.3354001250010739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376613014","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042341646,0.00008368063,0.9380315,0.0075028585,0.0003719522,0.0053334627,0.0004553277,0.0012376689,0.0046419064],"genre_scores_gemma":[0.8657919,0.00003751055,0.12801908,0.001214493,0.00017263404,0.0033532646,0.0012257246,0.00007844719,0.000106905034],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767643,0.00014842622,0.00094804243,0.00048478908,0.00022461581,0.00051772303],"domain_scores_gemma":[0.9977692,0.0008491557,0.0006318469,0.00033568172,0.00034561884,0.00006852144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061064854,0.00027093638,0.00042730113,0.0006325281,0.0001858152,0.000029536219,0.00022149904,0.00020253504,0.00030570527],"category_scores_gemma":[0.00009304281,0.0002816797,0.00011246905,0.0018528651,0.0001489551,0.0003697375,0.000022248189,0.0004080619,0.000007518076],"study_design_candidate":"not_applicable","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":[0.00071826874,0.0014010576,0.009353124,0.000019711702,0.00015637885,0.000017149,0.0026259755,0.033137053,0.014253132,0.15700187,0.012164962,0.76915133],"study_design_scores_gemma":[0.00818594,0.010501649,0.007334228,0.00005491144,0.00006138887,0.000011602594,0.0024331699,0.079330355,0.006004646,0.025283972,0.85946304,0.0013350848],"about_ca_topic_score_codex":0.0000395145,"about_ca_topic_score_gemma":0.000010657301,"teacher_disagreement_score":0.8472981,"about_ca_system_score_codex":0.0006043314,"about_ca_system_score_gemma":0.0007585529,"threshold_uncertainty_score":0.9999635},"labels":[],"label_agreement":null},{"id":"W4380877915","doi":"10.1016/j.tipsro.2023.100213","title":"Triage for palliative radiotherapy by clinical specialist radiation therapists: A scoping review","year":2023,"lang":"en","type":"review","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":2,"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 Alberta","funders":"Shanghai University","keywords":"Triage; Referral; Medicine; Palliative care; Radiation Therapist; Multidisciplinary approach; Medical emergency; Family medicine; Nursing; Radiation therapy; Surgery","score_opus":0.2197647282086083,"score_gpt":0.5472260688493632,"score_spread":0.32746134064075494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380877915","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000046078676,0.9655784,0.0045819255,0.0034268717,0.0008739156,0.023603253,0.0007170852,0.00034901508,0.00086497265],"genre_scores_gemma":[0.000004695473,0.96463114,0.0036097781,0.006204772,0.00043237378,0.008965205,0.015566547,0.00017085012,0.00041464498],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906411,0.0009039251,0.0060366048,0.0011369254,0.0006693312,0.0006120673],"domain_scores_gemma":[0.9923023,0.0028285913,0.0033009984,0.0009507515,0.00038549778,0.00023184146],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004030553,0.0006810847,0.0043329163,0.0011941252,0.00013306433,0.00003818765,0.00038117514,0.0008439646,0.0009363571],"category_scores_gemma":[0.0047038523,0.0006325062,0.00092054514,0.0033767857,0.0002164835,0.0001594174,0.000087940345,0.00095096615,0.00010887841],"study_design_candidate":"not_applicable","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":[0.000107709544,0.0011706819,0.00006153237,0.037044607,0.00029167722,0.000030167053,0.000034894172,5.163521e-7,4.9030103e-7,0.001234298,0.17934684,0.7806766],"study_design_scores_gemma":[0.0034984462,0.0018332166,0.00014976898,0.04284692,0.0013327387,0.000010344567,0.000015087774,0.00003267023,5.308383e-7,0.00015365741,0.94962645,0.00050017826],"about_ca_topic_score_codex":0.000010867848,"about_ca_topic_score_gemma":0.000019544521,"teacher_disagreement_score":0.7801764,"about_ca_system_score_codex":0.002187969,"about_ca_system_score_gemma":0.0028683683,"threshold_uncertainty_score":0.99997693},"labels":[],"label_agreement":null},{"id":"W4383740810","doi":"10.1016/j.tipsro.2023.100214","title":"Changes in satisfaction and anxiety about radiotherapy for pediatric cancer by two-step audio-visual instruction","year":2023,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Biomedical Innovation, Health and Nutrition; Council for Science, Technology and Innovation; National Institute of Biomedical Innovation; Swine Innovation Porc","keywords":"Anxiety; Radiation therapy; Audio visual; Patient satisfaction; Medicine; Psychology; Clinical psychology; Audiology; Multimedia; Psychiatry; Internal medicine; Surgery; Computer science","score_opus":0.027318274081657455,"score_gpt":0.3888623711172877,"score_spread":0.3615440970356303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383740810","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":[0.98396516,0.0002555366,0.0008279172,0.01214768,0.00060236227,0.001751736,0.000119346136,0.0002355402,0.000094742376],"genre_scores_gemma":[0.98955005,0.0032072254,0.0018924541,0.0025105225,0.0003723487,0.0015659025,0.0008147161,0.000040307685,0.000046476565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781173,0.00010773528,0.00094063155,0.00047550962,0.00029645313,0.00036790993],"domain_scores_gemma":[0.99888164,0.00027479333,0.00040044961,0.00019027163,0.00016582747,0.0000870175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008090587,0.00019935767,0.00047523098,0.0010695951,0.00009889053,0.000013981054,0.000055239274,0.0003286641,0.00012398405],"category_scores_gemma":[0.0002926191,0.00022157922,0.000047340414,0.0025748373,0.000088171706,0.00016679887,0.00003365696,0.00036905773,0.00000476498],"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":[0.0002351038,0.00025323086,0.72426623,0.000096158605,0.00001987031,0.0000025580705,0.0006744661,0.00008371591,0.0027213595,0.0006096672,0.017378315,0.25365934],"study_design_scores_gemma":[0.005847163,0.0014637426,0.93066937,0.00002871664,0.000039131777,0.000026006737,0.00023060753,0.0015613359,0.00037674344,0.00018098872,0.059323605,0.00025259441],"about_ca_topic_score_codex":0.0009187495,"about_ca_topic_score_gemma":0.0061882376,"teacher_disagreement_score":0.25340676,"about_ca_system_score_codex":0.0011819106,"about_ca_system_score_gemma":0.00040762825,"threshold_uncertainty_score":0.9035738},"labels":[],"label_agreement":null},{"id":"W4386648588","doi":"10.1016/j.tipsro.2023.100219","title":"ESTRO-ACROP guideline for positioning, immobilisation and setup verification for local and loco-regional photon breast cancer irradiation","year":2023,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Haaglanden Medisch Centrum; Sheffield Hallam University","keywords":"Supine position; Medicine; Medical physics; Breast cancer; Guideline; Position (finance); Computer science; Radiology; Surgery; Cancer; Pathology","score_opus":0.020268473348281232,"score_gpt":0.365518193273699,"score_spread":0.34524971992541775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386648588","genre_codex":"methods","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":[0.17036253,0.000059489957,0.8186924,0.0063543394,0.00017453497,0.0030234433,0.0009378036,0.00028831628,0.000107190885],"genre_scores_gemma":[0.95174104,0.00008979946,0.036495898,0.00069507456,0.00016840485,0.0048809433,0.005852677,0.000042005628,0.000034171328],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983295,0.00003975909,0.00081735,0.0004155724,0.00012813888,0.0002696648],"domain_scores_gemma":[0.99878913,0.00022871936,0.0004227435,0.00017048795,0.00033325562,0.000055633587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042259245,0.00018056286,0.00025292928,0.0003978612,0.0002058014,0.0000256148,0.0000764735,0.00016962198,0.000100386635],"category_scores_gemma":[0.000032781412,0.00019949331,0.00004552174,0.0007103889,0.00015234709,0.00029850885,0.000025037729,0.00014283619,0.0000011735683],"study_design_candidate":"design_other","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":[0.00047276553,0.0006174943,0.06697532,0.000082934595,0.00007709243,8.381155e-7,0.00083930604,0.005204023,0.033162005,0.11670082,0.042321134,0.73354626],"study_design_scores_gemma":[0.007908646,0.0028068614,0.24528459,0.0000878383,0.00013390432,0.000039613293,0.0008366304,0.2324802,0.006145268,0.045494758,0.4574731,0.0013086089],"about_ca_topic_score_codex":0.00015292663,"about_ca_topic_score_gemma":0.00002916619,"teacher_disagreement_score":0.78219646,"about_ca_system_score_codex":0.000411286,"about_ca_system_score_gemma":0.0002029671,"threshold_uncertainty_score":0.81351006},"labels":[],"label_agreement":null},{"id":"W4390511526","doi":"10.1016/j.tipsro.2023.100233","title":"Real world challenges in maintaining data integrity in electronic health records in a cancer program","year":2024,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Documentation; Workload; Electronic health record; Electronic records; Health records; Medicine; Computer science; Medical emergency; World Wide Web; Health care; Operating system","score_opus":0.24818396508110308,"score_gpt":0.5541721835595173,"score_spread":0.3059882184784142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390511526","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":[0.7514412,0.009097806,0.00027854016,0.19238089,0.0039351657,0.018835146,0.00025790907,0.001418102,0.022355247],"genre_scores_gemma":[0.9784049,0.009180034,0.0010939811,0.0016165301,0.0002097369,0.008417908,0.0008939111,0.000063299856,0.000119735174],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99062306,0.002113078,0.0038572466,0.0011003106,0.0003571202,0.0019492026],"domain_scores_gemma":[0.9967146,0.0015862918,0.00063680316,0.00079419586,0.00013128397,0.00013683019],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009921429,0.00030541813,0.00091535476,0.0033398292,0.00013502371,0.000013226896,0.00054067094,0.00069539424,0.0003204244],"category_scores_gemma":[0.00082230766,0.00032177957,0.00003616796,0.00681347,0.00008122062,0.00041132743,0.00028107504,0.0057964018,0.00004609535],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000112125286,0.001073171,0.2802369,0.00048422042,0.000009614395,0.000049875263,0.003890589,0.000063736836,0.0000118179905,0.06685824,0.007152648,0.6400571],"study_design_scores_gemma":[0.0022831166,0.0027361172,0.34392023,0.001702971,0.0000067591445,0.000012567951,0.0026812274,0.0127002485,0.000001876268,0.0060300385,0.62743235,0.0004925155],"about_ca_topic_score_codex":0.035791114,"about_ca_topic_score_gemma":0.7802799,"teacher_disagreement_score":0.7444888,"about_ca_system_score_codex":0.023539672,"about_ca_system_score_gemma":0.017888373,"threshold_uncertainty_score":0.9999234},"labels":[],"label_agreement":null},{"id":"W4390938831","doi":"10.1016/j.tipsro.2024.100238","title":"Framework Development: Standardizing Definition of Advanced Practice Radiation Therapy Activities for Clinical Workload Quantification","year":2024,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","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":true,"ca_institutions":"Public Health Ontario; Windsor Regional Hospital; Ottawa Hospital; Health Canada; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Workload; Likert scale; Clinical Practice; Medicine; Psychology; Medical education; Medical physics; Computer science; Family medicine","score_opus":0.09436727317658085,"score_gpt":0.4946665051926114,"score_spread":0.40029923201603057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390938831","genre_codex":"methods","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":[0.32825825,0.010494792,0.63193685,0.012887908,0.004708915,0.005382342,0.00013377651,0.00066200603,0.005535165],"genre_scores_gemma":[0.7555796,0.0077173826,0.23329608,0.001600062,0.00026814805,0.00085354154,0.0006133493,0.000040324205,0.00003154421],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969549,0.00020152376,0.0017826287,0.00047496022,0.00030345033,0.00028252695],"domain_scores_gemma":[0.99431014,0.004238105,0.0006801647,0.00030639232,0.0004036788,0.00006153293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018014848,0.00020191843,0.00055099465,0.00065992586,0.0001450763,0.000015231787,0.000107990425,0.00064691604,0.000106281776],"category_scores_gemma":[0.0025850884,0.00019580958,0.00012216782,0.0013812599,0.00025698065,0.0005089345,0.00001985001,0.0007268754,0.000008759129],"study_design_candidate":"not_applicable","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":[0.0016771137,0.0010286005,0.0067386623,0.0000780958,0.000101420155,0.00001078572,0.0011535694,0.000108482775,0.0020083643,0.0662257,0.0016440521,0.91922516],"study_design_scores_gemma":[0.003056208,0.0044320626,0.03040803,0.00029333268,0.00008454409,0.000073382405,0.00063263526,0.0003662183,0.003960914,0.009686181,0.94668174,0.0003247412],"about_ca_topic_score_codex":0.0000018984157,"about_ca_topic_score_gemma":0.00000488398,"teacher_disagreement_score":0.9450377,"about_ca_system_score_codex":0.0009710955,"about_ca_system_score_gemma":0.0015230834,"threshold_uncertainty_score":0.79848826},"labels":[],"label_agreement":null},{"id":"W4392184709","doi":"10.1016/j.tipsro.2024.100240","title":"Prospective evaluation of patient-reported anxiety and experiences with adaptive radiation therapy on an MR-linac","year":2024,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"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; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Anxiety; Prospective cohort study; Radiation therapy; Magnetic resonance imaging; Patient satisfaction; Radiation Therapist; Physical therapy; Medical physics; Nuclear medicine; Radiology; Surgery; Psychiatry","score_opus":0.04117340558604296,"score_gpt":0.3680457013416964,"score_spread":0.32687229575565346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392184709","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":[0.9943703,0.00034778603,0.00019118882,0.00053086365,0.00029658113,0.0018308819,0.000019028397,0.00011803836,0.0022953325],"genre_scores_gemma":[0.99750507,0.00008666867,0.00028791954,0.0003584471,0.000054895456,0.0013705272,0.0003053865,0.000022039256,0.000009022637],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977902,0.0001618398,0.00073356566,0.00048264116,0.000646507,0.00018521094],"domain_scores_gemma":[0.9985626,0.00012413651,0.0003053683,0.0002697373,0.0006676318,0.00007052466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006970383,0.0001806934,0.000321348,0.00057164946,0.00006564023,0.00001670539,0.000050819912,0.00021407251,0.00021449219],"category_scores_gemma":[0.00014732548,0.00014900758,0.000040654744,0.0016140656,0.00017388059,0.0002723267,0.000016584501,0.00029805512,0.0000022460881],"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":[0.0015164054,0.001438721,0.08406809,0.00003181702,0.00009637825,0.000023300927,0.048177343,0.00018932307,0.001411373,0.007897798,0.00045385247,0.8546956],"study_design_scores_gemma":[0.010046676,0.062677346,0.81353873,0.00033829478,0.00045214503,0.00035199308,0.04298999,0.015797673,0.029801022,0.002480523,0.020482954,0.001042662],"about_ca_topic_score_codex":0.00017361234,"about_ca_topic_score_gemma":0.00030101676,"teacher_disagreement_score":0.85365295,"about_ca_system_score_codex":0.0008330292,"about_ca_system_score_gemma":0.0009347074,"threshold_uncertainty_score":0.6076353},"labels":[],"label_agreement":null},{"id":"W4392859627","doi":"10.1016/j.tipsro.2024.100243","title":"The Radiation Therapist profession through the lens of new technology: A practice development paper based on the ESTRO Radiation Therapist Workshops","year":2024,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Radiation Therapist; Medicine; Medical physics; Lens (geology); Optometry; Surgery; Radiation therapy; Engineering","score_opus":0.021788215388006037,"score_gpt":0.3565929597489915,"score_spread":0.3348047443609855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392859627","genre_codex":"methods","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":[0.029428946,0.0028916367,0.55723035,0.3823276,0.0017935502,0.008859118,0.00008197554,0.0011254346,0.016261416],"genre_scores_gemma":[0.97924,0.00025642815,0.01483082,0.0033409924,0.0002133537,0.0016501681,0.00021870784,0.000058446123,0.00019106269],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971351,0.00035094013,0.0012103092,0.00044667386,0.00045570463,0.00040128155],"domain_scores_gemma":[0.9960457,0.0021942726,0.0007513614,0.00074358657,0.00023315073,0.000031895226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012034139,0.0003132873,0.00029738733,0.00032405037,0.0006229816,0.00007962507,0.00051064685,0.00028250858,0.00034095076],"category_scores_gemma":[0.0002951681,0.0001804648,0.00010345728,0.0026334447,0.0003323227,0.00048286357,0.00006225479,0.0010260114,0.000015484638],"study_design_candidate":"not_applicable","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":[0.00012946561,0.00045583668,0.0018441281,0.000008380627,0.0000862331,0.0000016556056,0.0020640148,0.0009355761,0.0013860449,0.2651041,0.01443346,0.7135511],"study_design_scores_gemma":[0.000610397,0.00055630197,0.0029938319,0.00007393713,0.000030040957,0.000003622696,0.0010004325,0.0017439264,0.00456889,0.011543178,0.9766184,0.00025702856],"about_ca_topic_score_codex":0.00005330718,"about_ca_topic_score_gemma":0.000018444449,"teacher_disagreement_score":0.96218497,"about_ca_system_score_codex":0.00074421195,"about_ca_system_score_gemma":0.0011295411,"threshold_uncertainty_score":0.7359141},"labels":[],"label_agreement":null},{"id":"W4393349184","doi":"10.1016/j.tipsro.2024.100246","title":"Evaluation of RTT education – Is it fit for the present: A report on the ESTRO radiation therapist workshop","year":2024,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":3,"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","funders":"","keywords":"Radiation Therapist; Medical education; Health professionals; Key (lock); Psychology; Medicine; Health care; Medical physics; Computer science; Political science; Surgery; Radiation therapy","score_opus":0.09492299488235122,"score_gpt":0.49143731083589315,"score_spread":0.3965143159535419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393349184","genre_codex":"commentary","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":[0.20190006,0.010014057,0.04278364,0.68337494,0.008615327,0.021028508,0.00019178804,0.0004068661,0.031684775],"genre_scores_gemma":[0.9860393,0.0005504994,0.00146334,0.006787336,0.00055505737,0.0034052646,0.0004052365,0.000032889966,0.0007610776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973697,0.00023261632,0.0011070078,0.00040113283,0.0006587579,0.00023076068],"domain_scores_gemma":[0.9952656,0.002798586,0.00049258495,0.000628256,0.00077670504,0.00003825041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034863637,0.00018145313,0.00030373255,0.00041908646,0.00019438066,0.000019316363,0.00018249906,0.00033450828,0.0008591244],"category_scores_gemma":[0.0020403992,0.00011669559,0.00013056996,0.0014432552,0.00027032147,0.00014537729,0.00002248936,0.0004900487,0.000014480098],"study_design_candidate":"not_applicable","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":[0.00024428222,0.0010902765,0.0015525165,0.000037721562,0.00014814717,0.000006053763,0.0013832268,0.0012759701,0.0003880119,0.03021233,0.160863,0.80279845],"study_design_scores_gemma":[0.0013172247,0.0016704297,0.013932559,0.000102611186,0.00033179074,0.00016909567,0.00059267343,0.023215381,0.00089832273,0.0077567603,0.9498405,0.00017265635],"about_ca_topic_score_codex":0.000016674667,"about_ca_topic_score_gemma":0.000027118558,"teacher_disagreement_score":0.80262583,"about_ca_system_score_codex":0.0013090799,"about_ca_system_score_gemma":0.0025446157,"threshold_uncertainty_score":0.940681},"labels":[],"label_agreement":null},{"id":"W4399363228","doi":"10.1016/j.tipsro.2024.100256","title":"Empowering radiation therapists: The role of an African Community of Practice in developing radiation Therapist education curriculum","year":2024,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","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":"Princess Margaret Cancer Centre; University of Toronto","funders":"International Atomic Energy Agency","keywords":"Radiation Therapist; Curriculum; Medicine; Medical education; Psychology; Psychotherapist; Nursing; Radiation therapy; Pedagogy; Radiology","score_opus":0.014517705511576455,"score_gpt":0.4207288016200843,"score_spread":0.40621109610850786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399363228","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":[0.96584576,0.0053123976,0.0040297364,0.012234391,0.0010784016,0.002196455,0.0000292746,0.00016570858,0.009107854],"genre_scores_gemma":[0.9890032,0.0012002895,0.0077979355,0.001183342,0.00012415565,0.00026715468,0.00038527622,0.000026270518,0.000012419814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973617,0.00064021256,0.0012618551,0.00025508512,0.0002620254,0.00021911836],"domain_scores_gemma":[0.9973818,0.0012265504,0.00060825143,0.00042735957,0.00031511497,0.000040914067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016614443,0.00017499205,0.00040158548,0.0008168428,0.00012524374,0.0000119481,0.00021127365,0.00030700417,0.000079721285],"category_scores_gemma":[0.00085866987,0.00014622665,0.00006234513,0.0024911473,0.00026466593,0.000503318,0.00003334766,0.0008191767,0.0000029141152],"study_design_candidate":"design_other","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":[0.00021298662,0.002142763,0.024468351,0.0000758071,0.000058487138,0.000006140604,0.011305849,0.00037312057,0.0070410757,0.058852952,0.00023650871,0.89522594],"study_design_scores_gemma":[0.002431223,0.0051360163,0.27556,0.00030845104,0.00010644209,0.00026116509,0.015795367,0.004528704,0.008085186,0.013348214,0.6739527,0.0004865665],"about_ca_topic_score_codex":0.0004193204,"about_ca_topic_score_gemma":0.00019785426,"teacher_disagreement_score":0.8947394,"about_ca_system_score_codex":0.0014134784,"about_ca_system_score_gemma":0.0016895531,"threshold_uncertainty_score":0.59629494},"labels":[],"label_agreement":null},{"id":"W4400146220","doi":"10.1016/j.tipsro.2024.100260","title":"Outcomes from a single institution cohort of 248 patients with stage I–III esophageal cancer treated with radiotherapy: Comparison of younger and older populations","year":2024,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Toronto; Lakeridge Health","funders":"","keywords":"Medicine; Esophageal cancer; Radiation therapy; Cohort; Stage (stratigraphy); Cancer; Surgery; General surgery; Oncology; Internal medicine; Biology","score_opus":0.03987798684140613,"score_gpt":0.3823187819301842,"score_spread":0.34244079508877806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400146220","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":[0.99534374,0.00080408057,0.0011389337,0.0005436527,0.000061430226,0.0014821499,0.00031089628,0.000068309266,0.00024680042],"genre_scores_gemma":[0.9955398,0.00003844776,0.002587672,0.00010989167,0.000015669548,0.00034163153,0.0012945163,0.000021950469,0.00005045431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827385,0.000050791412,0.00075912155,0.00031902356,0.0004011909,0.000196022],"domain_scores_gemma":[0.99901676,0.00012199888,0.00027244992,0.00020531174,0.0003068633,0.000076598466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011477545,0.00017454311,0.0005563926,0.00052985345,0.00005147033,0.00001032894,0.00004900201,0.00014658962,0.00029355302],"category_scores_gemma":[0.000038369228,0.00012583108,0.00003675817,0.001111595,0.00023678811,0.00019731332,0.000020308355,0.0002312993,0.00000107969],"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":[0.0005908423,0.0019036025,0.9748132,0.000056570232,0.00020867815,0.00002414888,0.00042956046,0.00017295817,0.0003419104,0.0016191968,0.00016379601,0.019675491],"study_design_scores_gemma":[0.0040140054,0.0041585397,0.9894119,0.00009925997,0.0001507932,0.0000028995112,0.00004768992,0.00047708998,0.0010463642,0.000022305006,0.00046660262,0.000102572456],"about_ca_topic_score_codex":0.0019357908,"about_ca_topic_score_gemma":0.0007729451,"teacher_disagreement_score":0.01957292,"about_ca_system_score_codex":0.00085269805,"about_ca_system_score_gemma":0.00048049155,"threshold_uncertainty_score":0.5131243},"labels":[],"label_agreement":null},{"id":"W4401325629","doi":"10.1016/j.tipsro.2024.100267","title":"Clinical implementation of real time motion management for prostate SBRT: A radiation therapist’s perspective","year":2024,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Edinburgh; Institute of Genetics; Christie Charity; Kingston University","keywords":"Perspective (graphical); Medical physics; Medicine; Motion (physics); Prostate; Radiology; Computer science; Computer vision; Artificial intelligence; Internal medicine","score_opus":0.01895181183305687,"score_gpt":0.4149795388470162,"score_spread":0.39602772701395933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401325629","genre_codex":"methods","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":[0.20511729,0.00021769905,0.76120335,0.004344736,0.0009872639,0.01004884,0.0008696327,0.0009233801,0.016287846],"genre_scores_gemma":[0.9628597,0.00014840488,0.033659644,0.00012603479,0.00016492956,0.0016054021,0.0012557082,0.000043751865,0.00013643064],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977211,0.00011663825,0.0012733911,0.00044702913,0.00018719632,0.00025464204],"domain_scores_gemma":[0.99877733,0.000242027,0.0004451826,0.00024080294,0.00025595425,0.000038712406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007177747,0.00018282098,0.0003319815,0.00056642876,0.00007101872,0.000021696502,0.00012731607,0.00013707254,0.0005880745],"category_scores_gemma":[0.000016330372,0.00018919901,0.00013434565,0.0009772686,0.000099895144,0.00029612597,0.000032763535,0.0002206803,0.000009109202],"study_design_candidate":"design_other","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":[0.000077317156,0.00050141366,0.018981095,0.000032249078,0.00011019883,0.0000020154318,0.00094352115,0.00008930461,0.0023073538,0.28064162,0.0039632665,0.6923507],"study_design_scores_gemma":[0.012048486,0.013750999,0.26966342,0.00019907375,0.0004472588,0.000015930542,0.0055137007,0.017874299,0.020261977,0.23581319,0.42232746,0.002084208],"about_ca_topic_score_codex":0.0001137232,"about_ca_topic_score_gemma":0.000012426663,"teacher_disagreement_score":0.7577424,"about_ca_system_score_codex":0.00090090197,"about_ca_system_score_gemma":0.00023035388,"threshold_uncertainty_score":0.77153116},"labels":[],"label_agreement":null},{"id":"W4402298737","doi":"10.1016/j.tipsro.2024.100274","title":"Corrigendum to “Empowering radiation therapists: The role of an African Community of Practice in developing radiation Therapist education curriculum” [Tech. Innov. Patient Support Radiat. Oncol. 31 (2024) 100256]","year":2024,"lang":"en","type":"erratum","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","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":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Radiation Therapist; Curriculum; Medicine; Psychology; Medical education; Radiation therapy; Pedagogy; Surgery","score_opus":0.017437539197164068,"score_gpt":0.3938734741373974,"score_spread":0.3764359349402333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402298737","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":[0.33791795,0.04086481,0.008602181,0.08431067,0.18611762,0.055299126,0.0025375222,0.0019864133,0.2823637],"genre_scores_gemma":[0.92432064,0.009765323,0.024634525,0.014545519,0.0023388048,0.0050534154,0.014624892,0.00043782694,0.0042790365],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99243265,0.0013154768,0.0037645064,0.0008789622,0.0009054894,0.0007029241],"domain_scores_gemma":[0.9932588,0.0010511393,0.0028856397,0.0013770048,0.0012402217,0.00018719568],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0028430293,0.0007188333,0.0015600731,0.0029706624,0.00030432467,0.00003895073,0.0007515387,0.0016159152,0.00030666924],"category_scores_gemma":[0.0023169764,0.0006481902,0.00021418792,0.0062692976,0.00048372996,0.0005985572,0.00020339497,0.0038928865,0.000023441524],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00073292723,0.0056201476,0.004462542,0.0003382423,0.00026197804,0.000039587932,0.017280336,0.00034203296,0.0013748929,0.010773202,0.20038073,0.7583934],"study_design_scores_gemma":[0.0012734206,0.006634004,0.01272698,0.0003804556,0.00016115223,0.0001558306,0.0064874627,0.00041140043,0.0007082394,0.0018150151,0.96863925,0.0006067834],"about_ca_topic_score_codex":0.001216115,"about_ca_topic_score_gemma":0.0009590534,"teacher_disagreement_score":0.7682585,"about_ca_system_score_codex":0.006601579,"about_ca_system_score_gemma":0.009803634,"threshold_uncertainty_score":0.9996802},"labels":[],"label_agreement":null},{"id":"W4403561821","doi":"10.1016/j.tipsro.2024.100281","title":"Best practice in radiation oncology: A project to train the trainers: Review of 2008–2023","year":2024,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","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":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Radiation oncology; Surgical oncology; Medicine; Medical physics; Radiation therapy; Medical education; General surgery; Oncology; Surgery","score_opus":0.03906316702374414,"score_gpt":0.47293523464506787,"score_spread":0.43387206762132374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403561821","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047362473,0.08095366,0.012777017,0.7084066,0.0052195196,0.024556272,0.00039970534,0.00072579534,0.11959895],"genre_scores_gemma":[0.6079742,0.13389055,0.074143276,0.16786115,0.0016026611,0.00997151,0.002569579,0.00023033009,0.0017567644],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668795,0.000440924,0.001697397,0.00046859795,0.00034057678,0.0003645828],"domain_scores_gemma":[0.9966333,0.0021625925,0.0004390634,0.00040543833,0.00029138537,0.00006820571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024028558,0.00022248145,0.0006965172,0.0010739432,0.000067851,0.0000080260415,0.00020533385,0.00045961374,0.0003895662],"category_scores_gemma":[0.004110508,0.00017357562,0.00010738522,0.0049593486,0.00027114237,0.00027807878,0.000042498094,0.0009503242,0.000050021587],"study_design_candidate":"not_applicable","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":[0.00046938471,0.002735595,0.00095048064,0.00072456605,0.00008009691,0.000267552,0.0030132567,0.00016331908,0.0014694256,0.010846131,0.1389242,0.840356],"study_design_scores_gemma":[0.0012997483,0.0049315975,0.0027377566,0.0008869549,0.0001006268,0.0003923969,0.00054374494,0.00029076872,0.000079338155,0.00032345546,0.98823774,0.00017586595],"about_ca_topic_score_codex":0.000064414584,"about_ca_topic_score_gemma":0.00017456559,"teacher_disagreement_score":0.84931356,"about_ca_system_score_codex":0.0019413648,"about_ca_system_score_gemma":0.0025186748,"threshold_uncertainty_score":0.70782083},"labels":[],"label_agreement":null},{"id":"W4403903863","doi":"10.1016/j.tipsro.2024.100285","title":"International virtual radiation therapy professional development: Reflections on a twinning collaboration between a low/middle and high income country","year":2024,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","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":true,"ca_institutions":"Princess Margaret Cancer Centre; Canada Research Chairs","funders":"Princess Margaret Cancer Foundation","keywords":"Crystal twinning; Low and middle income countries; Radiation Therapist; Medicine; Radiation therapy; Economic growth; Developing country; Surgery; Economics; Materials science","score_opus":0.032873379944938705,"score_gpt":0.419268149234102,"score_spread":0.3863947692891633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403903863","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":[0.9720366,0.00031756226,0.005710676,0.010734205,0.0044428525,0.0016636897,0.00010712301,0.0004595157,0.004527789],"genre_scores_gemma":[0.9890026,0.00041759782,0.004622086,0.0025681856,0.00058245397,0.0005428413,0.001775682,0.000037180907,0.00045139217],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771214,0.00012275082,0.0010048319,0.000499737,0.0003893086,0.0002712379],"domain_scores_gemma":[0.99862814,0.00060021697,0.0002588979,0.00019254848,0.00023389523,0.0000863205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005740064,0.00023060666,0.00037707383,0.0011310946,0.00025733607,0.000039375886,0.000109185974,0.0005048317,0.00034734982],"category_scores_gemma":[0.00028113328,0.00021297645,0.000036743804,0.0018761934,0.00019179165,0.0003860532,0.000042151816,0.0007414904,0.000031788724],"study_design_candidate":"design_other","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":[0.0010365609,0.0017718746,0.091046415,0.00006561393,0.00025254942,0.0001003554,0.004289107,0.000408984,0.004874275,0.06748759,0.0064264596,0.82224023],"study_design_scores_gemma":[0.0028256539,0.0028013578,0.23292574,0.00016718218,0.000026735679,0.000090301466,0.00022265341,0.0006039919,0.000926228,0.0009821823,0.7581295,0.00029849063],"about_ca_topic_score_codex":0.000007874155,"about_ca_topic_score_gemma":0.000025924224,"teacher_disagreement_score":0.82194173,"about_ca_system_score_codex":0.001889825,"about_ca_system_score_gemma":0.0013065796,"threshold_uncertainty_score":0.8684927},"labels":[],"label_agreement":null},{"id":"W4404456836","doi":"10.1016/j.tipsro.2024.100293","title":"Developing a modern radiotherapy department in a rural hospital in Cameroon: The Mbingo experience","year":2024,"lang":"en","type":"review","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","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":"BC Cancer Agency; BC Studies; University of British Columbia","funders":"","keywords":"Medicine; Radiation therapy; General surgery; Surgery","score_opus":0.045399207670185605,"score_gpt":0.45350350997539257,"score_spread":0.40810430230520695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404456836","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005270825,0.98080474,0.0018132265,0.0045967647,0.0014690426,0.0052895867,0.000034285906,0.0001628926,0.0005586207],"genre_scores_gemma":[0.008977108,0.9778364,0.005003739,0.0019907136,0.00021490356,0.0053159986,0.000504213,0.00008087705,0.00007606954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99583584,0.00028233917,0.002312589,0.0006645482,0.00031711126,0.0005875678],"domain_scores_gemma":[0.9981599,0.0005568329,0.00060424255,0.0005314163,0.00008276926,0.00006486047],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006865246,0.00050570065,0.0017859464,0.0013755626,0.000086435786,0.000019171592,0.0003634457,0.0009447081,0.00011112548],"category_scores_gemma":[0.00026455053,0.0003649677,0.00021250235,0.003569995,0.00038053663,0.00015052264,0.000100247016,0.0017429277,0.0000234621],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054542124,0.0007494176,0.0018665951,0.0004991455,0.00005789696,0.00032509412,0.002061646,0.00003487379,0.0000032021396,0.004916393,0.0011503461,0.98828083],"study_design_scores_gemma":[0.0012453574,0.0012974752,0.0009821485,0.0018623166,0.00009070668,0.00037408562,0.00022818019,0.0002744521,0.0000014718438,0.0007789407,0.99244523,0.00041961923],"about_ca_topic_score_codex":0.000038805665,"about_ca_topic_score_gemma":0.00025794044,"teacher_disagreement_score":0.9912949,"about_ca_system_score_codex":0.0074280803,"about_ca_system_score_gemma":0.002516532,"threshold_uncertainty_score":0.99988025},"labels":[],"label_agreement":null},{"id":"W4406074673","doi":"10.1016/j.tipsro.2025.100300","title":"Radiation therapists’ perspectives on artificial intelligence: Insights from a single institution on Improving effectiveness and educational supports","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":2,"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; Princess Margaret Cancer Centre","funders":"","keywords":"Institution; Radiation Therapist; Psychology; Medical education; Medicine; Surgery; Radiation therapy; Sociology; Social science","score_opus":0.06191526013496423,"score_gpt":0.4134871518555683,"score_spread":0.35157189172060405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406074673","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":[0.97992057,0.00023150817,0.006065927,0.008625233,0.0010276751,0.001348233,0.000027749531,0.00009493076,0.0026581667],"genre_scores_gemma":[0.9958676,0.000093276365,0.0008852506,0.0016458767,0.00026926422,0.00044442402,0.0007624857,0.00001611891,0.000015712572],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975988,0.00020853782,0.0010391272,0.00063304795,0.00027642387,0.00024403093],"domain_scores_gemma":[0.99752545,0.0013669704,0.0003185578,0.0003263132,0.00037416295,0.00008853553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003472783,0.00022317209,0.0003573988,0.0010393502,0.0002389453,0.000037216232,0.00008739339,0.000399124,0.00022474726],"category_scores_gemma":[0.0013708769,0.00022335138,0.000056412606,0.0013722621,0.0002132721,0.00020351057,0.00003083042,0.0005166817,0.000039756396],"study_design_candidate":"design_other","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":[0.0007869035,0.0029852556,0.017974403,0.00003554421,0.00003265227,0.00000712389,0.0037454083,0.00021685517,0.01175971,0.13023616,0.00027761117,0.8319424],"study_design_scores_gemma":[0.0005247147,0.006102411,0.7432153,0.0004060834,0.00010688432,0.000013601296,0.00750858,0.002834265,0.08196493,0.15101269,0.005717784,0.00059274567],"about_ca_topic_score_codex":0.00076332665,"about_ca_topic_score_gemma":0.00019446171,"teacher_disagreement_score":0.8313496,"about_ca_system_score_codex":0.0021646623,"about_ca_system_score_gemma":0.001238393,"threshold_uncertainty_score":0.9108005},"labels":[],"label_agreement":null},{"id":"W4407022283","doi":"10.1016/j.tipsro.2025.100303","title":"Pan-Canadian assessment of image guided adaptive radiation therapy and the role of the radiation therapist","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Association Canadienne des Technologues en Radiation Médicale","keywords":"Radiation Therapist; Medical physics; Medicine; Radiation therapy; Radiology","score_opus":0.012634023151486198,"score_gpt":0.3357430224604102,"score_spread":0.323108999308924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407022283","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":[0.688529,0.0023664394,0.15857565,0.021101354,0.0009605929,0.013152611,0.0005772772,0.00025360208,0.114483476],"genre_scores_gemma":[0.9927357,0.00017779191,0.00588523,0.0005568297,0.00003215038,0.0004735598,0.00009459273,0.000015001227,0.000029184568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981195,0.00028496387,0.0009553413,0.0002413669,0.00018774955,0.0002111223],"domain_scores_gemma":[0.9981859,0.00038325513,0.000726381,0.00041426445,0.00026024843,0.00002999917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006413118,0.00017047663,0.0003621538,0.0004234975,0.0001611843,0.000013992318,0.00027160012,0.00013923444,0.00015038486],"category_scores_gemma":[0.00006139023,0.0001222324,0.00009217269,0.0013500757,0.00042951587,0.00017068986,0.00004515768,0.00031076197,3.4378832e-7],"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":[0.000056320805,0.0002315022,0.114170484,0.000003979119,0.00006457537,1.282061e-7,0.00043673094,0.00012181248,0.005903341,0.48878244,0.00077310466,0.3894556],"study_design_scores_gemma":[0.0061351177,0.00077908183,0.72629017,0.00004290338,0.00006058656,0.000002571282,0.0005953439,0.008021948,0.031733584,0.103580445,0.12236364,0.00039459602],"about_ca_topic_score_codex":0.004263621,"about_ca_topic_score_gemma":0.00043129487,"teacher_disagreement_score":0.6121197,"about_ca_system_score_codex":0.00046395307,"about_ca_system_score_gemma":0.0008771255,"threshold_uncertainty_score":0.64453477},"labels":[],"label_agreement":null},{"id":"W4407164827","doi":"10.1016/j.tipsro.2025.100304","title":"Training for tomorrow: Establishing a worldwide curriculum in online adaptive radiation therapy","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","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":"Princess Margaret Cancer Centre; University of Toronto; Institute of Cancer Research","funders":"","keywords":"Curriculum; Medical physics; Medicine; Medical education; Radiation Therapist; Radiation therapy; Psychology; Surgery; Pedagogy","score_opus":0.03360968457460149,"score_gpt":0.37126845342327325,"score_spread":0.33765876884867174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407164827","genre_codex":"methods","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":[0.32628483,0.00024203186,0.6560928,0.0038489716,0.00059223024,0.004264556,0.00023756649,0.0004172261,0.00801976],"genre_scores_gemma":[0.9374476,0.000039278733,0.05859422,0.001091335,0.00011252228,0.0016862697,0.00093368726,0.000028440387,0.00006664952],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978294,0.0001036535,0.001089201,0.00043369996,0.00014193628,0.0004021259],"domain_scores_gemma":[0.9985923,0.00048750985,0.0004236047,0.00026515214,0.0001927024,0.000038726634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004912973,0.00022677804,0.00042994713,0.001116266,0.00010720501,0.000027139673,0.00022641147,0.00018988297,0.00014430693],"category_scores_gemma":[0.000160099,0.00024530312,0.000083932704,0.002469885,0.00007574276,0.00042815853,0.000037836053,0.00047398044,8.393302e-7],"study_design_candidate":"design_other","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":[0.00009403342,0.0011590499,0.079786874,0.00000534939,0.000023986218,0.0000019404033,0.000746039,0.0011434142,0.0012677228,0.105909824,0.0021944027,0.8076674],"study_design_scores_gemma":[0.012120945,0.0034665938,0.13667876,0.00020665438,0.0000485695,0.000005952361,0.0033294475,0.03482374,0.005939421,0.10303788,0.6987738,0.001568256],"about_ca_topic_score_codex":0.00020592638,"about_ca_topic_score_gemma":0.00016758524,"teacher_disagreement_score":0.8060991,"about_ca_system_score_codex":0.0008571028,"about_ca_system_score_gemma":0.0005140982,"threshold_uncertainty_score":0.99999994},"labels":[],"label_agreement":null},{"id":"W4411196126","doi":"10.1016/j.tipsro.2025.100320","title":"Bridging the proton gap: A proton therapy consultation service for Canadian radiation oncologists","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Radiation Therapy and Dosimetry","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":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Princess Margaret Cancer Foundation","keywords":"Proton therapy; Bridging (networking); Medical physics; Medicine; Radiation therapy; Proton; Radiation oncology; Surgery; Computer science; Physics; Nuclear physics","score_opus":0.04193949938939182,"score_gpt":0.38261865368148457,"score_spread":0.3406791542920927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411196126","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":[0.75816715,0.0005315003,0.014139816,0.16629499,0.001272851,0.043150473,0.00018332752,0.0005615661,0.015698312],"genre_scores_gemma":[0.96175665,0.00014719067,0.0011363463,0.025237001,0.00012901821,0.010240996,0.0011382779,0.000027988795,0.00018655854],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974529,0.00018693965,0.001189543,0.00045148676,0.0002589021,0.00046020353],"domain_scores_gemma":[0.99756426,0.00065460004,0.00048538504,0.0004304168,0.0007478184,0.00011752611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011540886,0.0002422822,0.00041852827,0.0012005679,0.00040475721,0.00004331693,0.00019921841,0.00047516357,0.00017625095],"category_scores_gemma":[0.001205582,0.00020673832,0.000092784656,0.003463347,0.00012491699,0.00021153875,0.00002211146,0.00046941382,0.000020926378],"study_design_candidate":"not_applicable","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":[0.0017768163,0.0015340946,0.1451805,0.00022904837,0.0001440925,0.000014797645,0.0021590171,0.0008560805,0.0056418073,0.02907636,0.024826419,0.788561],"study_design_scores_gemma":[0.008293615,0.0021837458,0.18429747,0.000060381506,0.00006353305,0.000035680783,0.0002617912,0.008274429,0.008876659,0.0022587453,0.7850617,0.00033219744],"about_ca_topic_score_codex":0.0032167593,"about_ca_topic_score_gemma":0.005154875,"teacher_disagreement_score":0.78822875,"about_ca_system_score_codex":0.0022109102,"about_ca_system_score_gemma":0.0033536553,"threshold_uncertainty_score":0.84305435},"labels":[],"label_agreement":null},{"id":"W4412981312","doi":"10.1016/j.tipsro.2025.100329","title":"Reirradiation practices of Radiation Therapists (RePoRT) study","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","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":true,"ca_institutions":"Occupational Cancer Research Centre; London Health Sciences Centre; Public Health Ontario; University of Toronto; Dalhousie University; Princess Margaret Cancer Centre","funders":"Association Canadienne des Technologues en Radiation Médicale","keywords":"Radiation Therapist; Medicine; Medical physics; Radiation therapy; Psychology; Surgery","score_opus":0.03054887508718072,"score_gpt":0.46306259743432804,"score_spread":0.4325137223471473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412981312","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":[0.943186,0.0006811463,0.01093435,0.011996382,0.0017033176,0.004263868,0.000020838346,0.00025777236,0.02695636],"genre_scores_gemma":[0.9927055,0.00025763974,0.003950308,0.0018260084,0.00010189922,0.00043294497,0.00036609665,0.000018263756,0.00034133365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997086,0.0002500758,0.0016588123,0.00044304942,0.00031002113,0.00025205588],"domain_scores_gemma":[0.9965496,0.0007304303,0.0017735214,0.000526948,0.0003695438,0.000049977265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131769,0.00019497472,0.000588162,0.0011156866,0.00011195879,0.000007354532,0.00014866583,0.00041525654,0.00029206387],"category_scores_gemma":[0.0019527983,0.00018768958,0.00007709991,0.0024457977,0.00019173433,0.00027098498,0.00003852136,0.00051846605,0.000008648746],"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":[0.0007599745,0.0062996685,0.5898231,0.000053589323,0.00015077632,0.00015387387,0.0010942118,0.00028153352,0.0044659893,0.012058142,0.006550161,0.37830898],"study_design_scores_gemma":[0.005091233,0.004927167,0.79144245,0.000033599652,0.00012591969,0.00017369607,0.0006002963,0.00034080437,0.0017240795,0.0018628307,0.1934613,0.00021662588],"about_ca_topic_score_codex":0.00005478041,"about_ca_topic_score_gemma":0.0000963495,"teacher_disagreement_score":0.37809235,"about_ca_system_score_codex":0.001144731,"about_ca_system_score_gemma":0.0011954295,"threshold_uncertainty_score":0.7653759},"labels":[],"label_agreement":null},{"id":"W4413996556","doi":"10.1016/j.tipsro.2025.100343","title":"Beyond the first course: Re-irradiation practices in Ontario — Insights from a provincial survey","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Royal Victoria Hospital; Cancer Care Ontario","funders":"","keywords":"Course (navigation); Medical education; Medicine; Engineering","score_opus":0.03930902069781821,"score_gpt":0.3620073108585435,"score_spread":0.32269829016072527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413996556","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":[0.9527637,0.00013083436,0.00017588676,0.024184605,0.00064323,0.001683942,0.000029877421,0.00009217121,0.020295776],"genre_scores_gemma":[0.9892407,0.000027819826,0.00039558104,0.008139163,0.000075609685,0.00041597115,0.0014631686,0.00001599835,0.00022595788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737865,0.00023793832,0.0012951978,0.00046225745,0.0003382856,0.00028768918],"domain_scores_gemma":[0.9972453,0.0010827702,0.0008771909,0.00047499695,0.00026661635,0.00005310328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008646401,0.00020201459,0.00042413233,0.0007856325,0.00018160086,0.00004534517,0.00020974438,0.00034035053,0.00035970795],"category_scores_gemma":[0.0019647763,0.00017508902,0.00005487258,0.002518184,0.00012884104,0.00043538355,0.000072955256,0.0009272267,0.000034354583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002525802,0.0011861445,0.9528767,0.000009300591,0.000037025045,0.00002533986,0.0015303594,0.00017073711,0.00026336795,0.0050262474,0.02117092,0.017451275],"study_design_scores_gemma":[0.0017035105,0.00033753595,0.88229835,0.000025404295,0.000046691926,0.0000051693964,0.00015682682,0.00089091866,0.000114744274,0.0012162252,0.113067865,0.00013678097],"about_ca_topic_score_codex":0.05361083,"about_ca_topic_score_gemma":0.6361885,"teacher_disagreement_score":0.5825777,"about_ca_system_score_codex":0.0024007752,"about_ca_system_score_gemma":0.0032878784,"threshold_uncertainty_score":0.95269126},"labels":[],"label_agreement":null},{"id":"W4414035457","doi":"10.1016/j.tipsro.2025.100338","title":"Evaluation of tattoo reliability in breast cancer re-irradiation","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","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":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Breast cancer; Medicine; Reliability (semiconductor); Cancer; Medical physics; Surgery; Internal medicine","score_opus":0.022508572926859562,"score_gpt":0.3959704779203552,"score_spread":0.3734619049934957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414035457","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":[0.9224959,0.0001337504,0.04528448,0.00737939,0.0005011866,0.003115831,0.00025380234,0.0001794247,0.02065622],"genre_scores_gemma":[0.9938167,0.000026588415,0.0043948446,0.00027780244,0.000033164775,0.0012130896,0.00020533352,0.000012897945,0.000019607785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975931,0.0002852515,0.0011814284,0.00034933919,0.00036320343,0.00022766928],"domain_scores_gemma":[0.99823016,0.00020233764,0.0004867565,0.00035438238,0.0007014958,0.000024869898],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017243279,0.00015450385,0.00034251212,0.00078870624,0.000046901474,0.0000066536286,0.00015882631,0.0001789099,0.0011186522],"category_scores_gemma":[0.00013607566,0.00016878577,0.00005368887,0.002343141,0.000113698254,0.00025512298,0.00003955639,0.00032620115,0.0000014922614],"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":[0.000050600145,0.0009776228,0.58415526,0.000012859376,0.00001970063,3.4085244e-7,0.00023543328,0.008103103,0.0029324652,0.028853102,0.002027076,0.37263244],"study_design_scores_gemma":[0.0021596318,0.00021709221,0.9375957,0.00005468161,0.00005797023,8.563071e-7,0.00013805593,0.011685699,0.0027655582,0.034327164,0.01073725,0.00026034203],"about_ca_topic_score_codex":0.0005632786,"about_ca_topic_score_gemma":0.0001554088,"teacher_disagreement_score":0.37237212,"about_ca_system_score_codex":0.001793332,"about_ca_system_score_gemma":0.0010270848,"threshold_uncertainty_score":0.9997945},"labels":[],"label_agreement":null},{"id":"W4414282207","doi":"10.1016/j.tipsro.2025.100345","title":"A prospective audit of thoracic reirradiation practice and peer-review in a high-volume academic center","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","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; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Audit; Center (category theory); MEDLINE; Patient safety; Clinical Practice","score_opus":0.02207078120947903,"score_gpt":0.4160690618153481,"score_spread":0.39399828060586906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414282207","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":[0.6370087,0.004650079,0.00049469,0.33288193,0.00052758626,0.0075501143,0.00013146375,0.00014820234,0.0166072],"genre_scores_gemma":[0.98844236,0.0032506215,0.0017702378,0.004804194,0.000021817694,0.001086744,0.00038826387,0.000010471334,0.00022528793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979717,0.00012342777,0.0010642224,0.00034264603,0.0003074752,0.0001905028],"domain_scores_gemma":[0.9983324,0.00030558693,0.00046524804,0.00023648747,0.0006183608,0.000041906907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084558566,0.00013977723,0.00050544937,0.0006284356,0.000032489683,0.0000044644066,0.00006325198,0.00024629285,0.00010162666],"category_scores_gemma":[0.0020249328,0.0001325991,0.00004080983,0.0018986594,0.00008604431,0.00019157946,0.000052847307,0.0004702972,0.000007745444],"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":[0.00030908475,0.00223426,0.8553439,0.0005262162,0.00006421331,0.000027466735,0.00031552446,0.000018676803,0.000126179,0.017846018,0.033127587,0.09006091],"study_design_scores_gemma":[0.002116005,0.0012545991,0.8827126,0.0008217488,0.00017026575,0.000035368914,0.00006857671,0.00007398293,0.00021529317,0.0009744512,0.11144436,0.000112713475],"about_ca_topic_score_codex":0.00014777489,"about_ca_topic_score_gemma":0.0001150102,"teacher_disagreement_score":0.35143363,"about_ca_system_score_codex":0.002009917,"about_ca_system_score_gemma":0.0006658609,"threshold_uncertainty_score":0.54072344},"labels":[],"label_agreement":null},{"id":"W4414805227","doi":"10.1016/j.tipsro.2025.100348","title":"Evaluating participant experiences and tolerability with MR Linac imaging","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","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":"Institute of Cancer Research","funders":"National Institute for Health and Care Research; Institute of Cancer Research; Cancer Research UK; NIHR Maudsley Biomedical Research Centre; Royal Marsden Cancer Charity; Royal Marsden NHS Foundation Trust; Elekta","keywords":"Tolerability; Linear particle accelerator; Medical imaging; Anxiety; Context (archaeology)","score_opus":0.03988106518814119,"score_gpt":0.41659802007262997,"score_spread":0.37671695488448875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414805227","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":[0.9010893,0.000060111324,0.09389031,0.0016959193,0.00007817751,0.0006800097,0.000006756879,0.00013577488,0.0023636539],"genre_scores_gemma":[0.96241796,0.0000040929394,0.035865817,0.0004514837,0.000024042976,0.0011562905,0.000041929714,0.000009385605,0.00002897506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985154,0.0000865687,0.00067641516,0.00034207362,0.00013135126,0.00024819365],"domain_scores_gemma":[0.9991181,0.00021714762,0.00024233384,0.00023940115,0.00014882206,0.000034220226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043728846,0.00014100444,0.0002754813,0.00024708896,0.00013556168,0.00002052302,0.000103767445,0.00005942942,0.00025701802],"category_scores_gemma":[0.000073192845,0.00012716693,0.000022472888,0.00089032296,0.0001826655,0.00020486774,0.000054688888,0.00024032635,7.110697e-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":[0.000057628506,0.00047650706,0.6132349,0.000009128234,0.000018197945,0.000002295313,0.0024240408,0.00033103692,0.0032370733,0.03429437,0.0004409426,0.34547392],"study_design_scores_gemma":[0.011135995,0.009420795,0.5641155,0.00038853523,0.00028945043,0.00004465292,0.02443786,0.06513576,0.056222297,0.080827124,0.1848526,0.0031293756],"about_ca_topic_score_codex":0.00007497123,"about_ca_topic_score_gemma":0.000016101456,"teacher_disagreement_score":0.34234452,"about_ca_system_score_codex":0.00027389146,"about_ca_system_score_gemma":0.00028143547,"threshold_uncertainty_score":0.5185717},"labels":[],"label_agreement":null},{"id":"W4415093807","doi":"10.1016/j.tipsro.2025.100349","title":"Operational assessment of tattooless breast radiotherapy using AlignRT surface guidance","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","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":"University of British Columbia","funders":"BC Cancer Foundation","keywords":"Radiation therapy; Brachytherapy; Image-guided radiation therapy; MEDLINE; Quality assurance","score_opus":0.01666647739568884,"score_gpt":0.38967486603974366,"score_spread":0.37300838864405483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415093807","genre_codex":"methods","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":[0.19746031,0.000064660606,0.79507565,0.0012559829,0.00020596488,0.00081436074,0.00014990411,0.000098562516,0.00487458],"genre_scores_gemma":[0.80931103,0.000013132884,0.18972945,0.00048627172,0.000042481694,0.0001240271,0.00021515772,0.00001819138,0.000060254904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792296,0.0001245877,0.001137578,0.00034358157,0.00021669689,0.000254605],"domain_scores_gemma":[0.9986426,0.00017043501,0.00047026807,0.00034456808,0.00033884175,0.000033251665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004166722,0.00019661283,0.00042118726,0.00039205272,0.00010699777,0.00001579883,0.00023185162,0.00014914775,0.0006237162],"category_scores_gemma":[0.000014832052,0.00021176891,0.00007186765,0.0015004575,0.00016665432,0.00024064597,0.00005015579,0.00028313816,5.7616916e-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":[0.00003916697,0.0012257721,0.5105117,0.0000168474,0.00007753435,0.0000019362199,0.00011514829,0.023550842,0.08831187,0.3302419,0.0028846925,0.0430226],"study_design_scores_gemma":[0.008515516,0.0019832957,0.5933443,0.00029123586,0.00012046782,0.00005201099,0.00042366853,0.13685288,0.053027343,0.02015176,0.1833023,0.0019352476],"about_ca_topic_score_codex":0.00013567647,"about_ca_topic_score_gemma":0.000007647675,"teacher_disagreement_score":0.61185074,"about_ca_system_score_codex":0.0008473467,"about_ca_system_score_gemma":0.0009065203,"threshold_uncertainty_score":0.8635686},"labels":[],"label_agreement":null},{"id":"W4415628835","doi":"10.1016/j.tipsro.2025.100351","title":"Radiation therapist research capacity and output: a multicentre retrospective study of authorship, collaboration, and institutional strategies (2013–2022)","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Radiation Therapist; Radiation oncology; Retrospective cohort study; Physical therapist; Radiation therapy; Outcomes research","score_opus":0.04314678305176343,"score_gpt":0.44371083349716733,"score_spread":0.4005640504454039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415628835","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":[0.98859626,0.00044061954,0.0015749566,0.00511184,0.00031887612,0.0020333086,0.00003181288,0.000055704444,0.0018366423],"genre_scores_gemma":[0.9963002,0.000463706,0.0023057356,0.00036999746,0.00005293071,0.00030839306,0.000101817895,0.000009334077,0.00008789233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978268,0.00037138985,0.0008381664,0.00041338045,0.00031782337,0.00023241843],"domain_scores_gemma":[0.9981269,0.0004491985,0.00028031567,0.00024577492,0.0008380853,0.000059684913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012012926,0.00015077017,0.00043054027,0.0010162799,0.00032855856,0.000018704928,0.000080829035,0.00037313974,0.000055002074],"category_scores_gemma":[0.00089745905,0.00014361087,0.00002034703,0.0023905304,0.00072081643,0.00028084073,0.00005288006,0.0006785068,0.0000012690826],"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":[0.0010332263,0.0048712236,0.69528025,0.00009420696,0.00014358624,0.00002659119,0.011966667,0.00029810038,0.002712582,0.19826722,0.0030834335,0.08222289],"study_design_scores_gemma":[0.005044765,0.0043940297,0.9557223,0.000036149293,0.000042934804,0.000027359583,0.00598851,0.0008319433,0.000153193,0.009393514,0.01822336,0.0001419495],"about_ca_topic_score_codex":0.0001474971,"about_ca_topic_score_gemma":0.0010468264,"teacher_disagreement_score":0.26044202,"about_ca_system_score_codex":0.0011076503,"about_ca_system_score_gemma":0.0011427265,"threshold_uncertainty_score":0.58562815},"labels":[],"label_agreement":null},{"id":"W4416890216","doi":"10.1016/j.tipsro.2025.100361","title":"Gathering evidence on preparation for advanced practice in radiation therapy: An international focus group synthesis","year":2025,"lang":"en","type":"article","venue":"Technical Innovations & Patient Support in Radiation Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","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":"University of British Columbia; Princess Margaret Cancer Centre; Provincial Health Services Authority; University of Toronto","funders":"American Society of Radiologic Technologists Foundation","keywords":"Multidisciplinary approach; Focus group; Curriculum; Focus (optics); Radiation oncology; Clinical Practice","score_opus":0.03327756424579313,"score_gpt":0.4559250316534008,"score_spread":0.42264746740760767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416890216","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":[0.8129935,0.0014920563,0.09443106,0.053283993,0.0038634902,0.010470915,0.000073921416,0.00059364043,0.022797404],"genre_scores_gemma":[0.96696067,0.0018963993,0.022950862,0.0049858345,0.00015082433,0.0027044758,0.00025607084,0.000025213478,0.00006964313],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768007,0.0002176683,0.0010516135,0.0005339651,0.00023775626,0.00027890186],"domain_scores_gemma":[0.9958126,0.0029738715,0.00047676888,0.0003914958,0.00029695156,0.000048329883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010847967,0.00020232137,0.0004045698,0.0009649654,0.00011388676,0.000016136706,0.00019897461,0.000399152,0.00012797494],"category_scores_gemma":[0.00491346,0.00020317946,0.00006635374,0.0012231951,0.00010897439,0.00089756306,0.000024771798,0.00041283955,0.0000059932404],"study_design_candidate":"design_other","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":[0.005583462,0.0028061084,0.017705986,0.000019181973,0.000051400588,0.0000169971,0.0006567452,0.0018844429,0.008169494,0.03087437,0.00085637195,0.93137544],"study_design_scores_gemma":[0.011168052,0.015975835,0.17503367,0.0003829648,0.000093419716,0.000082466104,0.00053588697,0.007105304,0.0108154435,0.0067283134,0.77142346,0.00065516523],"about_ca_topic_score_codex":0.000021296351,"about_ca_topic_score_gemma":0.00011174672,"teacher_disagreement_score":0.93072027,"about_ca_system_score_codex":0.0019915095,"about_ca_system_score_gemma":0.00050228,"threshold_uncertainty_score":0.8285418},"labels":[],"label_agreement":null}]}