{"meta":{"query_hash":"b9ed59e56ef7","filters":{"venue":"International Journal of Diagnostic Imaging"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/b9ed59e56ef7","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Diagnostic+Imaging"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.016433333041985753,"score_gpt":0.3484374388595348,"score_spread":0.3320041058175491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070512276","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":[0.9938339,0.0003407743,0.0026579155,0.002543165,0.00016406945,0.000098576886,0.000012550593,0.0000034905925,0.0003455621],"genre_scores_gemma":[0.99538565,0.00023669499,0.0039381473,0.00025256022,0.00015933339,0.0000031885593,0.000002817372,0.000009037988,0.00001255355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986027,0.00003906927,0.00085261196,0.0001099898,0.00029705864,0.00009859539],"domain_scores_gemma":[0.9885867,0.009999904,0.0005566569,0.00011676875,0.00065124215,0.00008868008],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005271382,0.00008453405,0.00029629646,0.00020301323,0.000013234621,0.000015278616,0.00014300838,0.000028169967,0.000032941316],"category_scores_gemma":[0.018957216,0.00007282194,0.000078194025,0.000108108215,0.00017578666,0.00013256987,0.000034982055,0.00020501709,0.0000013373373],"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":[0.00010151383,0.00047682968,0.9462637,0.00007451537,0.00010307004,0.0005029944,0.00062295905,0.0001070671,0.037137598,0.00085144595,0.0001074678,0.013650878],"study_design_scores_gemma":[0.0038602797,0.0003244418,0.9463144,0.0023191206,0.0002517826,0.02412952,0.00062291155,0.0056479257,0.010006187,0.0056671775,0.00067440537,0.00018183391],"about_ca_topic_score_codex":0.00010518479,"about_ca_topic_score_gemma":0.00002177336,"teacher_disagreement_score":0.027131412,"about_ca_system_score_codex":0.00004328571,"about_ca_system_score_gemma":0.000070037175,"threshold_uncertainty_score":0.9893065},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.004552346877266555,"score_gpt":0.2398962830254191,"score_spread":0.23534393614815255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120983087","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":[0.8786906,0.0009638027,0.106134504,0.011586551,0.00097249495,0.0012921087,0.00023857971,0.000012129131,0.00010922198],"genre_scores_gemma":[0.99862313,0.000055533237,0.0006763665,0.00027794862,0.00021766822,0.00007943455,0.00005140116,0.00001630691,0.0000022287054],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905485,0.000031890628,0.00041054623,0.00009708621,0.00025567878,0.00014997338],"domain_scores_gemma":[0.99842715,0.00061739184,0.0002921452,0.00008503112,0.00052974914,0.000048515005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026727704,0.00011324829,0.0002511539,0.00024209266,0.000060059105,0.000026769134,0.00012105206,0.00002828765,0.000001971293],"category_scores_gemma":[0.0005257559,0.00008119362,0.0003389602,0.00009612531,0.000043076772,0.00016905625,0.000008321153,0.00010930953,1.1697065e-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":[0.0026427968,0.0014725683,0.07527054,0.00048595446,0.0022381821,0.00032723884,0.003282651,0.0015852887,0.010164463,0.0000962537,0.00007965122,0.9023544],"study_design_scores_gemma":[0.050692126,0.007935737,0.5482199,0.0052497233,0.0055212937,0.022713533,0.022295399,0.23367016,0.089677006,0.0068266676,0.0058198115,0.0013786182],"about_ca_topic_score_codex":0.000029497483,"about_ca_topic_score_gemma":0.000021367001,"teacher_disagreement_score":0.9009758,"about_ca_system_score_codex":0.00008334061,"about_ca_system_score_gemma":0.000060740214,"threshold_uncertainty_score":0.33109796},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.009857371012040542,"score_gpt":0.28301656492661414,"score_spread":0.2731591939145736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139408013","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":[0.98088086,0.00732125,0.0018986964,0.0073581175,0.0014509602,0.0003726913,0.000017291944,0.000035017507,0.0006650939],"genre_scores_gemma":[0.9963637,0.000106515436,0.0009469734,0.00091121375,0.0015749999,0.0000084825515,0.000017559092,0.00004408794,0.000026475793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703705,0.00025129484,0.0009160927,0.00035394318,0.0010663302,0.00037526301],"domain_scores_gemma":[0.9924389,0.006074141,0.00034277228,0.00024988304,0.00065984874,0.00023445468],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015435355,0.00028369954,0.0006432295,0.00063508225,0.00008889886,0.00018415933,0.00028871384,0.000065816996,0.000013630802],"category_scores_gemma":[0.0136726005,0.00027464534,0.000250936,0.00021358725,0.00014224353,0.00039204277,0.00016630774,0.0007884613,0.000015691356],"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":[0.00010150042,0.00018930333,0.983042,0.000015223976,0.00009573135,0.0028104563,0.00067362876,0.0000401142,0.00003761721,0.0000781352,0.0008314599,0.012084825],"study_design_scores_gemma":[0.005673032,0.00013986288,0.98597795,0.00055493286,0.00077620684,0.0031239188,0.00033145462,0.00043074257,0.00006201792,0.0006387969,0.00204402,0.00024709463],"about_ca_topic_score_codex":0.00008405426,"about_ca_topic_score_gemma":0.0000033641788,"teacher_disagreement_score":0.015482811,"about_ca_system_score_codex":0.00023258905,"about_ca_system_score_gemma":0.00019043023,"threshold_uncertainty_score":0.99997056},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.008500818509260946,"score_gpt":0.2985155961730632,"score_spread":0.2900147776638023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139621177","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":[0.98439735,0.0117595885,0.00020729411,0.0027570429,0.00010945507,0.00014821927,0.000002540707,0.0000080097325,0.00061051984],"genre_scores_gemma":[0.99812436,0.00048286575,0.00069953845,0.00048722385,0.00013589875,0.0000043356367,0.0000042441343,0.000019035113,0.00004246879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986443,0.00004830847,0.0003603678,0.00015311914,0.0005988312,0.00019510875],"domain_scores_gemma":[0.998898,0.00028022856,0.00018969622,0.00008497467,0.00038285632,0.00016421068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046786378,0.00013893041,0.00027847115,0.0004495263,0.000036474885,0.00010339694,0.00014741499,0.000012178116,0.000015634363],"category_scores_gemma":[0.0012289331,0.000108893066,0.000040922645,0.000096102194,0.00017317076,0.000409264,0.00008246998,0.00028634144,0.0000032812022],"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":[0.00034005247,0.000075260796,0.9247433,0.000013583382,0.00010154148,0.0018902365,0.0003012938,0.000025665808,0.00015539154,0.000018728848,0.0003572502,0.0719777],"study_design_scores_gemma":[0.005128926,0.00010846257,0.96077687,0.00059926265,0.000085232714,0.03048595,0.00068237353,0.00090758887,0.00058186473,0.00019163237,0.00032160056,0.00013024507],"about_ca_topic_score_codex":0.00017904035,"about_ca_topic_score_gemma":0.000007225136,"teacher_disagreement_score":0.07184745,"about_ca_system_score_codex":0.00021969549,"about_ca_system_score_gemma":0.0003552445,"threshold_uncertainty_score":0.44405305},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.016660283088705118,"score_gpt":0.3873503827951541,"score_spread":0.370690099706449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592440670","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":[0.9940307,0.0001953673,0.00069857214,0.0019095924,0.00060666393,0.000107301945,0.00003637935,0.000002494592,0.0024129201],"genre_scores_gemma":[0.9980716,0.00011667098,0.0015855165,0.000050824685,0.00013948223,0.0000023389475,0.000009718852,0.0000073211045,0.000016527543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985779,0.000039113962,0.0006464723,0.000108006716,0.00052991026,0.00009860619],"domain_scores_gemma":[0.99685746,0.0015937269,0.0008030674,0.00024929634,0.0004388211,0.000057629695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049047964,0.000090572605,0.00030231554,0.00017220594,0.000030301404,0.000027828168,0.00027135832,0.000020139873,0.0000781031],"category_scores_gemma":[0.00578827,0.00007239413,0.00014671289,0.000028311719,0.00014701838,0.0002692979,0.000059376423,0.00018533648,6.256204e-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":[0.00013418282,0.00086836115,0.98302317,0.000029657102,0.00018244467,0.00047885661,0.00014242662,0.000025162177,0.00634209,0.00033990116,0.000035067773,0.008398677],"study_design_scores_gemma":[0.002238708,0.00015777229,0.96978176,0.0005251661,0.00014247795,0.00050911657,0.00015702363,0.000090378366,0.025549112,0.00069173594,0.00010743106,0.000049294136],"about_ca_topic_score_codex":0.00020320114,"about_ca_topic_score_gemma":0.000013309336,"teacher_disagreement_score":0.019207023,"about_ca_system_score_codex":0.00015303517,"about_ca_system_score_gemma":0.00016847144,"threshold_uncertainty_score":0.6929518},"labels":[],"label_agreement":null}]}