{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b9ed59e56ef7","filters":{"venue":"International Journal of Diagnostic Imaging"}},"results":[{"id":"W2592440670","doi":"10.5430/ijdi.v4n2p1","title":"Repeatability of ultrasound in assessment of distal biceps brachii tendon","year":2017,"lang":"en","type":"article","venue":"International Journal of Diagnostic Imaging","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Tendon; Repeatability; Biceps; Ultrasound; Biceps tendon; Medicine; Anatomy; Nuclear medicine; Biomedical engineering; Mathematics; Radiology; Statistics","authors":[{"name":"Rowan R. Smart","is_ca":true},{"name":"Cydney M. Richardson","is_ca":true},{"name":"Jennifer M. Jakobi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01666028308870512,"gpt":0.3873503827951541,"spread":0.370690099706449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004904796,0.0000905726,0.0003023155,0.0001722059,0.0000303014,0.00002782817,0.0002713583,0.00002013987,0.0000781031],"category_scores_gemma":[0.00578827,0.00007239413,0.0001467129,0.00002831172,0.0001470184,0.0002692979,0.00005937642,0.0001853365,6.256204e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001530352,"about_ca_system_score_gemma":0.0001684714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002032011,"about_ca_topic_score_gemma":0.00001330934,"domain_scores_codex":[0.9985779,0.00003911396,0.0006464723,0.0001080067,0.0005299103,0.00009860619],"domain_scores_gemma":[0.9968575,0.001593727,0.0008030674,0.0002492963,0.0004388211,0.0000576297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001341828,0.0008683612,0.9830232,0.0000296571,0.0001824447,0.0004788566,0.0001424266,0.00002516218,0.00634209,0.0003399012,0.00003506777,0.008398677],"study_design_scores_gemma":[0.002238708,0.0001577723,0.9697818,0.0005251661,0.0001424779,0.0005091166,0.0001570236,0.00009037837,0.02554911,0.0006917359,0.0001074311,0.00004929414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940307,0.0001953673,0.0006985721,0.001909592,0.0006066639,0.0001073019,0.00003637935,0.000002494592,0.00241292],"genre_scores_gemma":[0.9980716,0.000116671,0.001585516,0.00005082468,0.0001394822,0.000002338948,0.000009718852,0.000007321104,0.00001652754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01920702,"threshold_uncertainty_score":0.6929518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070512276","doi":"10.5430/ijdi.v1n1p31","title":"Lung ultrasound artifacts in a case of P. Jirovecii pneumonia : Coexistence of A and B lines","year":2014,"lang":"en","type":"article","venue":"International Journal of Diagnostic Imaging","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Charles-Le Moyne; McGill University","funders":"","keywords":"Lung; Ultrasound; Lung ultrasound; Interstitial pneumonia; Pneumonia; Medicine; Pathology; Radiology; Internal medicine","authors":[{"name":"Maxime Valois","is_ca":false},{"name":"David P. Gruber","is_ca":true},{"name":"Jean-François Lanctôt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01643333304198575,"gpt":0.3484374388595348,"spread":0.3320041058175491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005271382,0.00008453405,0.0002962965,0.0002030132,0.00001323462,0.00001527862,0.0001430084,0.00002816997,0.00003294132],"category_scores_gemma":[0.01895722,0.00007282194,0.00007819403,0.0001081082,0.0001757867,0.0001325699,0.00003498205,0.0002050171,0.000001337337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004328571,"about_ca_system_score_gemma":0.00007003717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051848,"about_ca_topic_score_gemma":0.00002177336,"domain_scores_codex":[0.9986027,0.00003906927,0.000852612,0.0001099898,0.0002970586,0.00009859539],"domain_scores_gemma":[0.9885867,0.009999904,0.0005566569,0.0001167688,0.0006512422,0.00008868008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001015138,0.0004768297,0.9462637,0.00007451537,0.00010307,0.0005029944,0.0006229591,0.0001070671,0.0371376,0.0008514459,0.0001074678,0.01365088],"study_design_scores_gemma":[0.00386028,0.0003244418,0.9463144,0.002319121,0.0002517826,0.02412952,0.0006229116,0.005647926,0.01000619,0.005667177,0.0006744054,0.0001818339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938339,0.0003407743,0.002657915,0.002543165,0.0001640695,0.00009857689,0.00001255059,0.000003490592,0.0003455621],"genre_scores_gemma":[0.9953856,0.000236695,0.003938147,0.0002525602,0.0001593334,0.000003188559,0.000002817372,0.000009037988,0.00001255355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02713141,"threshold_uncertainty_score":0.9893065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120983087","doi":"10.5430/ijdi.v1n2p18","title":"Transthoracic contrast echocardiography for detection of pulmonary arteriovenous malformations in hereditary hemorrhagic telangiectasia: How can the process be improved for patient safety?","year":2014,"lang":"en","type":"article","venue":"International Journal of Diagnostic Imaging","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute; University of Alberta","funders":"","keywords":"Medicine; Telangiectasia; Radiology; Pneumothorax; Transthoracic echocardiogram; Pulmonary embolism; Right-to-left shunt; Paradoxical embolism; Population; Shunt (medical); Cardiology; Internal medicine; Surgery; Patent foramen ovale","authors":[{"name":"Xiangning Fan","is_ca":true},{"name":"Jonathan Choy","is_ca":true},{"name":"Miriam Shanks","is_ca":true},{"name":"Dilini Vethanayagam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004552346877266555,"gpt":0.2398962830254191,"spread":0.2353439361481525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000267277,0.0001132483,0.0002511539,0.0002420927,0.0000600591,0.00002676913,0.0001210521,0.00002828765,0.000001971293],"category_scores_gemma":[0.0005257559,0.00008119362,0.0003389602,0.00009612531,0.00004307677,0.0001690562,0.000008321153,0.0001093095,1.169706e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008334061,"about_ca_system_score_gemma":0.00006074021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002949748,"about_ca_topic_score_gemma":0.000021367,"domain_scores_codex":[0.9990548,0.00003189063,0.0004105462,0.00009708621,0.0002556788,0.0001499734],"domain_scores_gemma":[0.9984272,0.0006173918,0.0002921452,0.00008503112,0.0005297491,0.000048515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002642797,0.001472568,0.07527054,0.0004859545,0.002238182,0.0003272388,0.003282651,0.001585289,0.01016446,0.0000962537,0.00007965122,0.9023544],"study_design_scores_gemma":[0.05069213,0.007935737,0.5482199,0.005249723,0.005521294,0.02271353,0.0222954,0.2336702,0.08967701,0.006826668,0.005819811,0.001378618],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8786906,0.0009638027,0.1061345,0.01158655,0.0009724949,0.001292109,0.0002385797,0.00001212913,0.000109222],"genre_scores_gemma":[0.9986231,0.00005553324,0.0006763665,0.0002779486,0.0002176682,0.00007943455,0.00005140116,0.00001630691,0.000002228705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9009758,"threshold_uncertainty_score":0.331098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139621177","doi":"10.5430/ijdi.v3n1p34","title":"Thoracic, abdominal and pelvic CT and US imaging features in children with hemophagocytic lymphohistocytosis","year":2015,"lang":"en","type":"article","venue":"International Journal of Diagnostic Imaging","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Pelvis; Abdomen; Radiology; Pleural effusion; Hepatosplenomegaly; Cytopenia; Retrospective cohort study; Surgery; Bone marrow; Internal medicine; Disease","authors":[{"name":"Hesham Alshaalan","is_ca":false},{"name":"Hanan M AL-Qahtani","is_ca":false},{"name":"Riyadh Alokaili","is_ca":false},{"name":"Peter N. Cox","is_ca":true},{"name":"Susanne M. Benseler","is_ca":true},{"name":"Mohamed Abdelhaleem","is_ca":true},{"name":"Sheila Weitzman","is_ca":true},{"name":"Jeremy Friedman","is_ca":true},{"name":"Rayfel Schneider","is_ca":true},{"name":"David Manson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008500818509260946,"gpt":0.2985155961730632,"spread":0.2900147776638023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004678638,0.0001389304,0.0002784712,0.0004495263,0.00003647488,0.0001033969,0.000147415,0.00001217812,0.00001563436],"category_scores_gemma":[0.001228933,0.0001088931,0.00004092264,0.00009610219,0.0001731708,0.000409264,0.00008246998,0.0002863414,0.000003281202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196955,"about_ca_system_score_gemma":0.0003552445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001790403,"about_ca_topic_score_gemma":0.000007225136,"domain_scores_codex":[0.9986443,0.00004830847,0.0003603678,0.0001531191,0.0005988312,0.0001951087],"domain_scores_gemma":[0.998898,0.0002802286,0.0001896962,0.00008497467,0.0003828563,0.0001642107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003400525,0.0000752608,0.9247433,0.00001358338,0.0001015415,0.001890237,0.0003012938,0.00002566581,0.0001553915,0.00001872885,0.0003572502,0.0719777],"study_design_scores_gemma":[0.005128926,0.0001084626,0.9607769,0.0005992627,0.00008523271,0.03048595,0.0006823735,0.0009075889,0.0005818647,0.0001916324,0.0003216006,0.0001302451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843974,0.01175959,0.0002072941,0.002757043,0.0001094551,0.0001482193,0.000002540707,0.000008009732,0.0006105198],"genre_scores_gemma":[0.9981244,0.0004828658,0.0006995384,0.0004872238,0.0001358988,0.000004335637,0.000004244134,0.00001903511,0.00004246879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07184745,"threshold_uncertainty_score":0.4440531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139408013","doi":"10.5430/ijdi.v1n2p23","title":"Relationship between myocardial edema and left ventricular wall thickness in acute myocardial ischemia: A Magnetic Resonance Imaging study","year":2014,"lang":"en","type":"article","venue":"International Journal of Diagnostic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Montreal Heart Institute; Libin Cardiovascular Institute of Alberta; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Medicine; Edema; Cardiology; Magnetic resonance imaging; Internal medicine; Ischemia; Myocardial ischemia; Diastole; Cardiac magnetic resonance; Nuclear medicine; Radiology; Blood pressure","authors":[{"name":"Yoko Mikami","is_ca":true},{"name":"Andreas Kumar","is_ca":true},{"name":"Hassan Abdel‐Aty","is_ca":false},{"name":"Matthias G. Friedrich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009857371012040542,"gpt":0.2830165649266141,"spread":0.2731591939145736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001543536,0.0002836995,0.0006432295,0.0006350823,0.00008889886,0.0001841593,0.0002887138,0.000065817,0.0000136308],"category_scores_gemma":[0.0136726,0.0002746453,0.000250936,0.0002135872,0.0001422435,0.0003920428,0.0001663077,0.0007884613,0.00001569136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002325891,"about_ca_system_score_gemma":0.0001904302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008405426,"about_ca_topic_score_gemma":0.000003364179,"domain_scores_codex":[0.9970371,0.0002512948,0.0009160927,0.0003539432,0.00106633,0.000375263],"domain_scores_gemma":[0.9924389,0.006074141,0.0003427723,0.000249883,0.0006598487,0.0002344547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001015004,0.0001893033,0.983042,0.00001522398,0.00009573135,0.002810456,0.0006736288,0.0000401142,0.00003761721,0.0000781352,0.0008314599,0.01208482],"study_design_scores_gemma":[0.005673032,0.0001398629,0.9859779,0.0005549329,0.0007762068,0.003123919,0.0003314546,0.0004307426,0.00006201792,0.0006387969,0.00204402,0.0002470946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808809,0.00732125,0.001898696,0.007358117,0.00145096,0.0003726913,0.00001729194,0.00003501751,0.0006650939],"genre_scores_gemma":[0.9963637,0.0001065154,0.0009469734,0.0009112137,0.001575,0.000008482551,0.00001755909,0.00004408794,0.00002647579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548281,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}