{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":68,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":68,"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":"9900fb9522e8","filters":{"venue":"Diagnostic and Interventional Imaging"}},"results":[{"id":"W2967973737","doi":"10.1016/j.diii.2019.07.007","title":"How to differentiate uterine leiomyosarcoma from leiomyoma with imaging","year":2019,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Leiomyosarcoma; Medicine; Leiomyoma; Magnetic resonance imaging; Radiology; Uterine leiomyoma; Positron emission tomography","authors":[{"name":"Simon Sun","is_ca":true},{"name":"Pietro Andrea Bonaffini","is_ca":true},{"name":"Stéphanie Nougaret","is_ca":false},{"name":"Laure Fournier","is_ca":false},{"name":"Anthony Dohan","is_ca":false},{"name":"Jaron Chong","is_ca":true},{"name":"Janette Smith","is_ca":false},{"name":"Helen Addley","is_ca":false},{"name":"Caroline Reinhold","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03541333872678218,"gpt":0.3358975832725497,"spread":0.3004842445457675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006535923,0.000646675,0.001591151,0.0003445115,0.00008231225,0.0003288497,0.0001675292,0.00005851099,0.0003221629],"category_scores_gemma":[0.0001161697,0.0004544144,0.0005671527,0.0001691006,0.0000771531,0.0002290481,0.0003393253,0.0002753576,0.0001372027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116644,"about_ca_system_score_gemma":0.00007538452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001276687,"about_ca_topic_score_gemma":0.000007045774,"domain_scores_codex":[0.9978962,0.00006152406,0.0004966247,0.000806757,0.0003273544,0.0004115425],"domain_scores_gemma":[0.9985154,0.0004057496,0.0002564003,0.000433329,0.0001012996,0.0002877954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003538781,0.0003447548,0.02075331,0.007070627,0.0009855877,0.001127003,0.00002182088,4.329494e-8,0.000002071951,0.0001510977,0.001127497,0.9683808],"study_design_scores_gemma":[0.001723393,0.0002949047,0.01930099,0.05475891,0.002989173,0.00105242,0.00002481832,0.00004673365,0.000003968408,0.00006298225,0.9191899,0.0005518304],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001805154,0.991757,0.002800642,0.001302663,0.0004014385,0.001127288,0.0004682016,0.00007650082,0.0002611074],"genre_scores_gemma":[0.01868393,0.9693626,0.002284155,0.0003455126,0.0005632883,0.0003928469,0.002974935,0.0001989773,0.005193725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.967829,"threshold_uncertainty_score":0.9997908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088366744","doi":"10.1016/j.diii.2013.05.008","title":"Current and future imaging of the peripheral nervous system","year":2013,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Medicine; Semiology; Ultrasound; Radiology; Peripheral nervous system; Central nervous system","authors":[{"name":"Mickaël Ohana","is_ca":false},{"name":"Thomas Moser","is_ca":true},{"name":"A. Moussaouï","is_ca":false},{"name":"Stéphane Kremer","is_ca":false},{"name":"Robert Carlier","is_ca":false},{"name":"Philippe Liverneaux","is_ca":false},{"name":"Jean‐Louis Dietemann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01888189951385892,"gpt":0.3194959281438857,"spread":0.3006140286300268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001572177,0.0003583295,0.0009668873,0.0001042303,0.00009906943,0.00006838989,0.0001528444,0.00005791861,0.0001474415],"category_scores_gemma":[0.0001775809,0.0002264688,0.0006620177,0.0001337706,0.0002406642,0.0001309218,0.0002155351,0.000404402,0.000006893357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021437,"about_ca_system_score_gemma":0.0001036124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006403991,"about_ca_topic_score_gemma":0.0000018918,"domain_scores_codex":[0.9983516,0.0001253169,0.0006536479,0.0003791818,0.0002542272,0.0002359733],"domain_scores_gemma":[0.9989273,0.0002121767,0.0003567821,0.0002603606,0.0001319051,0.0001114553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002498918,0.00007529792,0.006230186,0.02989939,0.0001076981,0.00001193102,0.00004000668,7.630327e-8,4.325034e-7,0.0009380797,0.002000259,0.9606941],"study_design_scores_gemma":[0.0005975476,0.00003527119,0.01427484,0.08882783,0.001345623,0.0009620284,0.0004426934,0.0002915353,4.22112e-7,0.00005274329,0.892851,0.0003184414],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000535063,0.9968473,0.0000767872,0.0004185004,0.0008830596,0.0007796189,0.00005888275,0.00002985031,0.0003709688],"genre_scores_gemma":[0.004554533,0.9943976,0.00008107566,0.00007135877,0.0004802211,0.0001455249,0.00009696202,0.00004795684,0.0001247091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9603757,"threshold_uncertainty_score":0.923513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903693885","doi":"10.1016/j.diii.2018.11.007","title":"Ovarian cancer: An update on imaging in the era of radiomics","year":2018,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Radiomics; Radiogenomics; Medicine; Ovarian cancer; Magnetic resonance imaging; Ovarian tumor; Tumor heterogeneity; Radiology; Biopsy; Cancer; Internal medicine","authors":[{"name":"Stéphanie Nougaret","is_ca":false},{"name":"Marion Tardieu","is_ca":false},{"name":"Hebert Alberto Vargas","is_ca":false},{"name":"Caroline Reinhold","is_ca":true},{"name":"Saskia Vande Perre","is_ca":false},{"name":"Nathania Bonanno","is_ca":false},{"name":"Evis Sala","is_ca":false},{"name":"Isabelle Thomassin‐Naggara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03675850476842273,"gpt":0.370917447354306,"spread":0.3341589425858833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004495338,0.0003269869,0.000901676,0.0002031171,0.00006666746,0.00006741339,0.0001878071,0.00005449036,0.0002337343],"category_scores_gemma":[0.0001804175,0.0002162607,0.0004293626,0.0001905547,0.0001658175,0.000122049,0.00005591819,0.0003638668,0.00001701339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793375,"about_ca_system_score_gemma":0.0001909057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003433162,"about_ca_topic_score_gemma":0.0000268045,"domain_scores_codex":[0.9981987,0.0001701657,0.0006791311,0.0004588945,0.0002514376,0.0002416416],"domain_scores_gemma":[0.9984745,0.0006884715,0.0003170883,0.0003556429,0.00007802642,0.0000862032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001797362,0.0007058458,0.007968152,0.002828091,0.0001770646,0.000158787,0.0001017672,5.162324e-7,4.269647e-8,0.002722381,0.003051102,0.9822683],"study_design_scores_gemma":[0.002381739,0.0004276544,0.02634479,0.1322588,0.002860892,0.0004853498,0.0001279484,0.0002043694,0.000003501382,0.0008002522,0.8336405,0.0004642018],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003131107,0.996177,0.00005858916,0.001735304,0.0003602092,0.0007057278,0.0002113212,0.00001250206,0.0004262595],"genre_scores_gemma":[0.01017829,0.9877243,0.0001857319,0.0007067855,0.0004283197,0.0003278821,0.0003853462,0.0000410372,0.00002227875],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9818041,"threshold_uncertainty_score":0.8818855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289755355","doi":"10.1016/j.diii.2022.07.005","title":"Artificial intelligence in emergency radiology: A review of applications and possibilities","year":2022,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Workflow; Medicine; Emergency department; Patient care; Health care; Radiology; Artificial intelligence; Medical emergency; Computer science; Nursing","authors":[{"name":"Benjamin D. Katzman","is_ca":true},{"name":"Christian B. van der Pol","is_ca":true},{"name":"Philippe Soyer","is_ca":false},{"name":"Michael N. Patlas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1944601878370678,"gpt":0.4853415848995944,"spread":0.2908813970625267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006489419,0.0001730868,0.0007963799,0.0002635439,0.00006856999,0.000007635207,0.00008152323,0.00005544216,0.001197053],"category_scores_gemma":[0.001758524,0.0001590179,0.0002313622,0.0002999647,0.0001591415,0.00006461691,0.00008224485,0.0003200615,0.000008033292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008458491,"about_ca_system_score_gemma":0.0001997754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001681711,"about_ca_topic_score_gemma":0.00001164271,"domain_scores_codex":[0.9978156,0.00014804,0.001410239,0.0003340446,0.0001337773,0.0001582639],"domain_scores_gemma":[0.9981329,0.001219542,0.0003321563,0.000175568,0.00006540826,0.00007436903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002803569,0.0001381641,0.0008486027,0.08102482,0.00002268208,0.000004361542,0.00009395001,3.971578e-8,4.404767e-8,0.002683955,0.000188925,0.9149917],"study_design_scores_gemma":[0.00001899658,0.000286654,0.0004302274,0.2370146,0.001054647,0.0006451735,0.001547345,0.0001032691,0.000003206805,0.03985131,0.7186131,0.0004315417],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004286869,0.9971394,0.0008114941,0.0004744096,0.0002146937,0.00108263,0.00003799199,0.00001004198,0.000186483],"genre_scores_gemma":[0.0003101271,0.9980697,0.0001532251,0.0001066144,0.0001246482,0.0008630107,0.0002909995,0.00001557651,0.00006606711],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9145601,"threshold_uncertainty_score":0.999716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794958367","doi":"10.1016/j.diii.2018.03.004","title":"Characterization of small (<4 cm) solid renal masses by computed tomography and magnetic resonance imaging: Current evidence and further development","year":2018,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Magnetic resonance imaging; Radiology; Chromophobe cell; Clear cell; Nuclear medicine; Effective diffusion coefficient; Angiomyolipoma; Diffusion MRI; Hyperintensity; Renal cell carcinoma; Pathology; Kidney","authors":[{"name":"Nicola Schieda","is_ca":true},{"name":"Robert Lim","is_ca":true},{"name":"Matthew D. F. McInnes","is_ca":true},{"name":"Isabelle Thomassin","is_ca":false},{"name":"Raphaële Renard‐Penna","is_ca":false},{"name":"Sébastian Tavolaro","is_ca":false},{"name":"F. Cornélis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04631109139257065,"gpt":0.3171623383224809,"spread":0.2708512469299102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002647374,0.000425996,0.0009283722,0.0002907601,0.00007828707,0.00008261889,0.00009471182,0.00005617808,0.00005821659],"category_scores_gemma":[0.0002022957,0.0003530805,0.0002087148,0.0001695509,0.0003244533,0.0001414262,0.0001975221,0.0001854095,0.000004830124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006827067,"about_ca_system_score_gemma":0.000117474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009924596,"about_ca_topic_score_gemma":0.00000194464,"domain_scores_codex":[0.997906,0.0001239123,0.0008374105,0.0006107815,0.0002692652,0.0002526102],"domain_scores_gemma":[0.9985009,0.0005199813,0.0004190049,0.0001833948,0.0002086069,0.0001680788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002325229,0.0002507901,0.02718422,0.01124814,0.00009400453,0.0000390151,0.0001106779,7.877588e-9,0.00008151147,0.00001916647,0.0003989389,0.9605502],"study_design_scores_gemma":[0.001074481,0.0004383578,0.1663212,0.1964004,0.001734784,0.0006545857,0.00001905128,0.0001901319,0.0002559678,0.00005233755,0.6322329,0.0006257443],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01290195,0.9849499,0.001006536,0.0001013532,0.0001526456,0.0007611706,0.00008133264,0.00002316966,0.00002192308],"genre_scores_gemma":[0.00910286,0.9885907,0.001265953,0.00004067083,0.0001144893,0.0001370173,0.0006124843,0.00004450128,0.00009132522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9599245,"threshold_uncertainty_score":0.9998921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389719352","doi":"10.1016/j.diii.2023.12.003","title":"Genicular artery embolization for knee osteoarthritis: Results of the LipioJoint-1 trial","year":2023,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Osteoarthritis; Embolization; Surgery; Radiology; Knee Joint; Pathology","authors":[{"name":"Marc Sapoval","is_ca":false},{"name":"Charles Querub","is_ca":false},{"name":"Héléna Pereira","is_ca":false},{"name":"Olivier Pellerin","is_ca":false},{"name":"Tom Boeken","is_ca":false},{"name":"Alessandro Di Gaeta","is_ca":false},{"name":"Marc Al Ahmar","is_ca":false},{"name":"Marie‐Martine Lefèvre‐Colau","is_ca":false},{"name":"Christelle Nguyen","is_ca":false},{"name":"Camille Daste","is_ca":false},{"name":"Maxime Lacroix","is_ca":false},{"name":"Jean-Denis Larédo","is_ca":false},{"name":"Brigitte Sabatier","is_ca":false},{"name":"Nicolas Martelli","is_ca":false},{"name":"Gilles Châtellier","is_ca":false},{"name":"Carole Déan","is_ca":false},{"name":"François Rannou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01670220245160113,"gpt":0.2757340936128728,"spread":0.2590318911612716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002039782,0.0000942913,0.0001715998,0.00008602707,0.00008443106,0.00002143783,0.00003860106,0.00003060638,0.0000251096],"category_scores_gemma":[0.00103755,0.00007267412,0.0002474879,0.0001242213,0.00006065582,0.00008654851,0.00004870551,0.00004986812,0.00001157903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001422328,"about_ca_system_score_gemma":0.00003009017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005269326,"about_ca_topic_score_gemma":0.000006836619,"domain_scores_codex":[0.9991376,0.00002972689,0.0003387956,0.0001821949,0.0001632796,0.0001483455],"domain_scores_gemma":[0.9992791,0.0003310076,0.0001019734,0.0001332643,0.0001078673,0.00004673107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.02869748,0.002686411,0.03894281,0.001087618,0.0005487871,0.0002154216,0.001349084,0.0000323241,0.01263141,0.02800557,0.0252413,0.8605618],"study_design_scores_gemma":[0.6797315,0.03611723,0.1717002,0.01337002,0.002155761,0.0006531318,0.002248001,0.004153946,0.03312534,0.0320208,0.02367768,0.001046271],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993711,0.001126169,0.0007236654,0.001273149,0.00104287,0.001463019,0.0001840327,0.00006007399,0.0004159966],"genre_scores_gemma":[0.9978219,0.00002903356,0.0001767096,0.0001159835,0.00023161,0.0001902526,0.000342957,0.0000151945,0.00107637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8595155,"threshold_uncertainty_score":0.2963565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2512598697","doi":"10.1016/j.diii.2016.08.002","title":"Safety and efficacy of superior rectal artery embolization with particles and metallic coils for the treatment of hemorrhoids (Emborrhoid technique)","year":2016,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Hemorrhoids; Embolization; Surgery; Percutaneous; Radiology","authors":[{"name":"А. А. Захарченко","is_ca":false},{"name":"Youri Kaitoukov","is_ca":true},{"name":"Yu. S. Vinnik","is_ca":false},{"name":"Farouk Tradi","is_ca":false},{"name":"Marc Sapoval","is_ca":false},{"name":"I. Sielezneff","is_ca":false},{"name":"E V Galkin","is_ca":false},{"name":"Vincent Vidal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01220823953443683,"gpt":0.2802393940869696,"spread":0.2680311545525327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005633248,0.00009905194,0.0002153207,0.00003709111,0.00005181338,0.000009059156,0.00001581217,0.0000133123,0.00003287245],"category_scores_gemma":[0.0001368789,0.00004609815,0.00007609533,0.00003265268,0.0002174593,0.0000730857,0.00001160746,0.00001106836,2.017878e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001663159,"about_ca_system_score_gemma":0.0000161164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002230429,"about_ca_topic_score_gemma":0.000005729622,"domain_scores_codex":[0.9994935,0.00001654494,0.0001976056,0.0001345704,0.00006972633,0.0000880122],"domain_scores_gemma":[0.9988515,0.0009000979,0.00006498401,0.00007040079,0.00006034736,0.00005260271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001608146,0.001030381,0.6987656,0.0002301843,0.0005833821,0.00001272396,0.0003761781,3.860319e-7,0.006967686,0.003128137,0.00002325554,0.2872739],"study_design_scores_gemma":[0.005392072,0.00165281,0.9734549,0.0007979381,0.0008405481,0.00008376919,0.0001596685,0.0001901023,0.01666043,0.0004630133,0.0002151017,0.00008967003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835633,0.005401697,0.009629696,0.0006395383,0.00001758244,0.0006269302,0.00008122396,0.00001026408,0.00002977068],"genre_scores_gemma":[0.9976876,0.001294685,0.0007808939,0.00002783836,0.00001801641,0.00008519791,0.0000203362,0.000009080924,0.00007639911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2871842,"threshold_uncertainty_score":0.1879828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604227527","doi":"10.1016/j.diii.2017.01.014","title":"Diagnosis of hepatocellular carcinoma: An update on international guidelines","year":2017,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Radiology; Magnetic resonance imaging; Ultrasound; Computed tomography; Modality (human–computer interaction); Contrast-enhanced ultrasound; Internal medicine","authors":[{"name":"Christophe Cassinotto","is_ca":false},{"name":"Christophe Aubé","is_ca":false},{"name":"Anthony Dohan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2264911850879438,"gpt":0.4038081656353458,"spread":0.1773169805474021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003980924,0.0005051174,0.001473882,0.0004358401,0.0001324643,0.0001113295,0.0003384108,0.0001545684,0.0005615223],"category_scores_gemma":[0.001241913,0.0004096391,0.001092114,0.0000735873,0.0001858999,0.0002296515,0.0001834786,0.0002913148,0.0000733729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009205865,"about_ca_system_score_gemma":0.0001519398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001063086,"about_ca_topic_score_gemma":0.000002370179,"domain_scores_codex":[0.9974693,0.0001190516,0.001096205,0.0006269797,0.0004253754,0.0002630642],"domain_scores_gemma":[0.9976801,0.0004832422,0.0006796105,0.0005632181,0.0003702926,0.0002235776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001640525,0.0004806835,0.2928123,0.003587168,0.0003777835,0.000435917,0.00001194401,3.109791e-8,1.193248e-7,0.0004462746,0.001826719,0.7000046],"study_design_scores_gemma":[0.0009247423,0.0003220521,0.004329472,0.03704185,0.002723706,0.0002716826,0.00001419528,0.0006952535,0.00002465668,0.0001694412,0.953073,0.0004100032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003575055,0.9933864,0.00004887297,0.0005253427,0.0005755631,0.0007901069,0.0003509377,0.00003581776,0.0007119444],"genre_scores_gemma":[0.05963916,0.9362024,0.0004209391,0.0001109794,0.0005106532,0.0003809292,0.002330701,0.00007065664,0.0003335727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9512462,"threshold_uncertainty_score":0.9998356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291196961","doi":"10.1016/j.diii.2022.08.001","title":"Does artificial intelligence surpass the radiologist?","year":2022,"lang":"en","type":"letter","venue":"Diagnostic and Interventional Imaging","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Bone age; Confidence interval; Radiography; Pediatrics; Nuclear medicine; Radiology; Internal medicine","authors":[{"name":"Philippe Soyer","is_ca":false},{"name":"Elliot K. Fishman","is_ca":false},{"name":"Steven P. Rowe","is_ca":false},{"name":"Michael N. Patlas","is_ca":true},{"name":"Guillaume Chassagnon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1192630000782796,"gpt":0.3977859431092199,"spread":0.2785229430309403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006003748,0.0002440039,0.000314452,0.0001515409,0.0004346077,0.0001167044,0.000214559,0.0001479644,0.003551763],"category_scores_gemma":[0.002210696,0.0001386612,0.0002739257,0.0001515408,0.0004106721,0.00009466469,0.0001414646,0.001723714,0.00007934906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156597,"about_ca_system_score_gemma":0.0001625838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006958797,"about_ca_topic_score_gemma":0.00002195469,"domain_scores_codex":[0.9978685,0.0002073709,0.0007025479,0.0004666044,0.0003867173,0.000368251],"domain_scores_gemma":[0.9960808,0.003136812,0.0002217148,0.0003159654,0.0001751562,0.0000695887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004313512,0.0001267713,0.01059467,0.0003331381,0.00009252948,0.0003588817,0.0003954564,0.000006005506,0.000003362487,0.001817356,0.8463068,0.1399219],"study_design_scores_gemma":[0.00002119828,0.0003038461,0.002649824,0.0007075192,0.0002843067,0.0003919477,0.002630807,0.0008798469,0.0002310966,0.05644054,0.9350824,0.0003766627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002805534,0.00295468,0.002613105,0.9863962,0.004002225,0.0005863821,0.00007600361,0.00006036976,0.0005055048],"genre_scores_gemma":[0.3228355,0.001117319,0.0002044116,0.6581298,0.01136362,0.0005891282,0.001830981,0.00007757684,0.003851719],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3282665,"threshold_uncertainty_score":0.9973591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2500917129","doi":"10.1016/j.diii.2016.05.014","title":"Agreement studies in radiology research","year":2016,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta Hospital; Université de Montréal; Hôpital Notre-Dame; Health Sciences Centre; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Confidence interval; Medical physics; Reliability (semiconductor); Sample size determination; Nuclear medicine; Statistics; Internal medicine","authors":[{"name":"Behzad Farzin","is_ca":true},{"name":"Jean‐Christophe Gentric","is_ca":true},{"name":"Mary Pham","is_ca":true},{"name":"Sophie Tremblay-Paquet","is_ca":true},{"name":"Lyne Brosseau","is_ca":true},{"name":"Claudie Roy","is_ca":true},{"name":"Sarah Jamali","is_ca":true},{"name":"Miguel Chagnon","is_ca":true},{"name":"Tim E. Darsaut","is_ca":true},{"name":"F Guilbert","is_ca":true},{"name":"Olivier Naggara","is_ca":false},{"name":"Jean Raymond","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.512024444147994,"gpt":0.5438569514778593,"spread":0.03183250732986531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01137222,0.00008949568,0.0001970586,0.0003396524,0.0001198375,0.0000683927,0.0002986299,0.00002023692,0.0008703622],"category_scores_gemma":[0.03050197,0.00004924597,0.00008179222,0.0002554522,0.0005667501,0.0002633537,0.0002844772,0.000107922,0.0003159951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185455,"about_ca_system_score_gemma":0.00002200383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002622939,"about_ca_topic_score_gemma":0.00004732952,"domain_scores_codex":[0.9969463,0.0006546952,0.0006305856,0.0004392775,0.001036883,0.0002922488],"domain_scores_gemma":[0.9868995,0.01222662,0.00007974542,0.0002356279,0.0004949858,0.00006354898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002214012,0.0002192602,0.7568604,0.00001852466,0.00002932751,0.00003881653,0.0003844635,0.000005895562,0.0004743188,0.01737137,0.03482472,0.1897507],"study_design_scores_gemma":[0.00105732,0.0001834781,0.5171729,0.001054122,0.000006353092,0.0000226497,0.003078101,0.0001218991,0.0002873397,0.4556624,0.0211958,0.000157575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513464,0.01385302,0.004425569,0.02610916,0.0009188117,0.0003620393,0.00001190185,0.00001384226,0.002959252],"genre_scores_gemma":[0.997516,0.0006429974,0.0001585512,0.0001573804,0.00008025744,0.00005795064,7.861142e-7,0.000003096834,0.001382982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.438291,"threshold_uncertainty_score":0.9776645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987714420","doi":"10.1016/j.diii.2019.10.003","title":"Treatment of degenerative meniscal tear with intrameniscal injection of platelets rich plasma","year":2019,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Medicine; Platelet-rich plasma; Osteoarthritis; Tears; Adverse effect; Visual analogue scale; Surgery; Knee pain; Internal medicine; Platelet; Pathology","authors":[{"name":"Daphné Guenoun","is_ca":false},{"name":"Jérémy Magalon","is_ca":false},{"name":"I. de Torquemada","is_ca":false},{"name":"C. Vandeville","is_ca":false},{"name":"Florence Sabatier","is_ca":false},{"name":"Pierre Champsaur","is_ca":false},{"name":"Christophe Jacquet","is_ca":true},{"name":"M. Ollivier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006313252581709376,"gpt":0.2614709427480321,"spread":0.2551576901663227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004274358,0.00009257448,0.0002553704,0.0001078041,0.00002328827,0.000007367599,0.00001750171,0.00002949522,0.0001873319],"category_scores_gemma":[0.00002820845,0.00006377349,0.0000846763,0.00005756491,0.0001432272,0.00007728682,0.00001269417,0.00005022672,0.000002805561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003352302,"about_ca_system_score_gemma":0.00002772065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004738546,"about_ca_topic_score_gemma":0.000002397831,"domain_scores_codex":[0.9993764,0.00001809912,0.0002753571,0.0001361054,0.0001127695,0.00008128208],"domain_scores_gemma":[0.9995596,0.0001123149,0.0001264828,0.00006556307,0.00009805259,0.00003791647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006537255,0.0009134442,0.9263796,0.0002881599,0.0003813437,0.00002217058,0.000470542,0.00002014336,0.007873104,0.005701473,0.0004655513,0.05683074],"study_design_scores_gemma":[0.007912727,0.01704035,0.2398799,0.002139401,0.000479078,0.003788605,0.002325676,0.00368349,0.7196172,0.001101184,0.001649149,0.0003832542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996934,0.0002693577,0.001108782,0.0002243426,0.0001240219,0.000258562,0.00001872375,0.00001812372,0.00104409],"genre_scores_gemma":[0.9974312,0.00006252268,0.001951869,0.00001091636,0.00003778715,0.00001867586,0.00002433067,0.000008035357,0.0004547237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7117441,"threshold_uncertainty_score":0.2600608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061392874","doi":"10.1016/j.diii.2012.01.021","title":"Pitfalls in osteoarticular imaging: How to distinguish bone infection from tumour?","year":2012,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Medicine; Osteomyelitis; Differential diagnosis; Radiology; Bone imaging; Bone Infection; Magnetic resonance imaging; Bone disease; Pathology; Surgery; Osteoporosis","authors":[{"name":"Thomas Moser","is_ca":true},{"name":"M. Ehlinger","is_ca":false},{"name":"Mouna Chelli Bouaziz","is_ca":false},{"name":"Mohamed Fethi Ladeb","is_ca":false},{"name":"J Durckel","is_ca":false},{"name":"J.-C. Dosch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009039463339945882,"gpt":0.2684509408670015,"spread":0.2594114775270556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001935556,0.0001492117,0.0002065872,0.000164527,0.00007192326,0.00008020777,0.00002621751,0.00002180536,0.0002307371],"category_scores_gemma":[0.001647981,0.0001463224,0.0001545018,0.0001409221,0.00004474564,0.0002746465,0.00007480966,0.000132116,0.00005745635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009665827,"about_ca_system_score_gemma":0.00001509269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106116,"about_ca_topic_score_gemma":0.0000439256,"domain_scores_codex":[0.998993,0.00004605472,0.0002344145,0.0002325686,0.0001760774,0.0003178771],"domain_scores_gemma":[0.9992287,0.0002508009,0.00005829273,0.000110921,0.00009270919,0.0002585964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002107775,0.0004578376,0.9896832,0.00005392316,0.00002817934,0.0000648197,0.0001511648,0.00000257163,0.0007106524,0.0003899693,0.001927552,0.006509129],"study_design_scores_gemma":[0.0009119819,0.00005771813,0.9946683,0.0007066417,0.0001520982,0.00009645986,0.0001061434,0.0004282456,0.0004322455,0.0003650983,0.001907479,0.0001675719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991163,0.002558536,0.001854875,0.002924326,0.0004130189,0.0002650452,0.00002731984,0.00005221082,0.0007417045],"genre_scores_gemma":[0.9980972,0.00002569785,0.0002019576,0.0009491821,0.0004670108,0.00006425659,0.0001056124,0.00002140929,0.00006761905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006934291,"threshold_uncertainty_score":0.5966855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996590970","doi":"10.1016/j.diii.2013.07.002","title":"Improvement of radiology requisition","year":2013,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Radiology practices and education","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Wilson Centre; Toronto General Hospital; University of Toronto","funders":"","keywords":"Requisition; Medicine; Standardization; Radiology; Quality assurance; Medical physics; Pathology; Computer science","authors":[{"name":"P. Troude","is_ca":false},{"name":"Adrien Dozol","is_ca":false},{"name":"P. Soyer","is_ca":false},{"name":"Denis Girard","is_ca":false},{"name":"F. Martinez","is_ca":false},{"name":"B Montagne","is_ca":false},{"name":"Christophe Ségouin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01259476700303767,"gpt":0.3036134399816227,"spread":0.291018672978585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001132632,0.00004561415,0.0001001494,0.00005347691,0.0000246631,0.000007768625,0.00001881656,0.00001839611,0.0008552913],"category_scores_gemma":[0.0003988984,0.00003910023,0.00004818045,0.00002663823,0.00007202414,0.0001587818,0.00001553657,0.00005650835,0.00002752049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001629846,"about_ca_system_score_gemma":0.00001405978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096982,"about_ca_topic_score_gemma":3.380632e-7,"domain_scores_codex":[0.9995754,0.00001570614,0.0001821576,0.00009969935,0.00004698997,0.00008008766],"domain_scores_gemma":[0.9994822,0.0002468888,0.00008351387,0.00006067173,0.00008634647,0.00004040411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004914926,0.0005836008,0.7978162,0.00025653,0.0001576454,0.000009756107,0.000234763,0.000002898188,0.02872753,0.007464996,0.02949511,0.1352019],"study_design_scores_gemma":[0.0005725585,0.0003481703,0.9920126,0.0001775743,0.00007114721,0.000318198,0.0003523482,0.0007313146,0.0009904887,0.00368461,0.0006867189,0.00005425009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907001,0.00128272,0.001471496,0.004828448,0.0001972059,0.0001641057,0.000001962252,0.000008579722,0.001345407],"genre_scores_gemma":[0.9984377,0.0001126947,0.0005691351,0.0004738028,0.0000907952,0.00003478436,0.00004635595,0.000003775234,0.000230969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1941965,"threshold_uncertainty_score":0.936484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586496447","doi":"10.1016/j.diii.2017.01.004","title":"Mass-forming lesions of the duodenum: A pictorial review","year":2017,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Duodenum; Magnetic resonance imaging; Radiology; Distension; Computed tomography; Surgery","authors":[{"name":"Maxime Barat","is_ca":false},{"name":"Anthony Dohan","is_ca":true},{"name":"Raphaël Dautry","is_ca":false},{"name":"Matthias Barral","is_ca":false},{"name":"M. Boudiaf","is_ca":false},{"name":"Christine Hoeffel","is_ca":false},{"name":"Philippe Soyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1230335397527031,"gpt":0.4428315539189637,"spread":0.3197980141662605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003177655,0.0002348311,0.001019555,0.00008152812,0.0001566042,0.00003447267,0.0002147084,0.00002924976,0.0001632304],"category_scores_gemma":[0.00491155,0.000134408,0.0009838713,0.00006877385,0.0001960169,0.00006868655,0.0002104395,0.000340178,0.00002495535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007604051,"about_ca_system_score_gemma":0.0002546382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003213678,"about_ca_topic_score_gemma":0.00000168326,"domain_scores_codex":[0.9985259,0.00009698477,0.0005692751,0.0002471424,0.0003418045,0.0002188663],"domain_scores_gemma":[0.9982254,0.0006602706,0.000451221,0.0003935089,0.0001399056,0.0001297121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000573906,0.0001678596,0.001910452,0.06350867,0.0002068632,0.0001807121,0.000003132048,5.7694e-9,3.089029e-7,0.0006568605,0.003302102,0.9300573],"study_design_scores_gemma":[0.0003357289,0.0001098772,0.001027331,0.4811691,0.001696052,0.001090523,0.000003808247,0.000002242244,8.624369e-7,0.0002694459,0.5142025,0.00009255794],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005284958,0.9967028,0.00006361842,0.0004288072,0.0002811291,0.0009248504,0.00008152253,0.000009225925,0.001502757],"genre_scores_gemma":[0.0003626804,0.9981194,0.0002109721,0.00003799944,0.0002259497,0.0001329016,0.00009726372,0.00002271677,0.0007901712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9299647,"threshold_uncertainty_score":0.5879939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2301767417","doi":"10.1016/j.diii.2016.01.009","title":"Tetralogy of Fallot: Preoperative assessment with MR and CT imaging","year":2016,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Infundibulum; Tetralogy of Fallot; Radiology; Ventricular outflow tract; Magnetic resonance imaging; Pulmonary valve; Pulmonary atresia; Pulmonary artery; Angiography; Pulmonary vasculature; Collateral circulation; Cardiology; Internal medicine; Heart disease","authors":[{"name":"C. Lapierre","is_ca":true},{"name":"Jean‐Bernard Dubois","is_ca":true},{"name":"F. Rypens","is_ca":true},{"name":"M-J Raboisson","is_ca":true},{"name":"Johanne Déry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0238588634742219,"gpt":0.3655949376215759,"spread":0.341736074147354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001274389,0.0002971067,0.0009945357,0.0001766138,0.00008552331,0.0000364995,0.00004719487,0.00001751196,0.000160172],"category_scores_gemma":[0.000282419,0.0001865951,0.0002441469,0.00007284693,0.0004668178,0.0001285742,0.0001558272,0.0001716787,0.000006832147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006467495,"about_ca_system_score_gemma":0.000203212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002553017,"about_ca_topic_score_gemma":0.000006614213,"domain_scores_codex":[0.9986928,0.00007773127,0.0004599284,0.0003754192,0.0001942719,0.0001998501],"domain_scores_gemma":[0.9984933,0.0009869693,0.0001076595,0.0001340761,0.0001598465,0.0001181465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009999516,0.0001404243,0.07989436,0.01109571,0.0004931592,0.0002119584,0.00003633621,4.948432e-9,5.054974e-7,0.0005224958,0.0003256921,0.9072694],"study_design_scores_gemma":[0.003516812,0.0008005845,0.09567764,0.3489417,0.007157221,0.004053195,0.000469922,0.0001093612,0.000005184075,0.0005027952,0.5377021,0.001063462],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007730627,0.9967652,0.0003183564,0.0001572743,0.00008017594,0.0006359243,0.0001749889,0.00001865279,0.001076377],"genre_scores_gemma":[0.04806594,0.950875,0.0003117638,0.00005796079,0.00008460582,0.0001508777,0.00005509585,0.00003581551,0.0003628871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9062059,"threshold_uncertainty_score":0.7609127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2514141278","doi":"10.1016/j.diii.2016.07.008","title":"Pancreatic carcinoma: Key-points from diagnosis to treatment","year":2016,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Magnetic resonance imaging; Pancreatic carcinoma; Radiology; Carcinoma; Resection; Computed tomography; General surgery; Surgery; Pancreatic cancer; Cancer; Internal medicine","authors":[{"name":"Éric Frampas","is_ca":true},{"name":"A. Dávid","is_ca":false},{"name":"Nicolas Régenet","is_ca":false},{"name":"Yann Touchefeu","is_ca":false},{"name":"J. Meyer","is_ca":false},{"name":"Olivier Morla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06581516523472707,"gpt":0.4008906399418098,"spread":0.3350754747070827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002397416,0.0005108687,0.002247704,0.0003517315,0.000120664,0.00005977773,0.0001576027,0.0001523737,0.002564581],"category_scores_gemma":[0.001945229,0.0003308788,0.0007442356,0.0001501626,0.0001716448,0.00008508697,0.0001927773,0.0002199907,0.001202349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005403699,"about_ca_system_score_gemma":0.0003447348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003161314,"about_ca_topic_score_gemma":0.00001330346,"domain_scores_codex":[0.9974578,0.0002237125,0.0008014631,0.0007158847,0.0003224821,0.0004786744],"domain_scores_gemma":[0.9935212,0.005264429,0.0001947183,0.0004050403,0.0001209279,0.0004936653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002419596,0.0004343668,0.1289273,0.002194487,0.0007220907,0.000402042,0.00007268816,3.942282e-9,1.646912e-7,0.0002692928,0.002498681,0.8644547],"study_design_scores_gemma":[0.001430139,0.0006442473,0.03476561,0.06121586,0.004171942,0.0002142416,0.00003561396,0.00001134727,0.00000189579,0.0004865945,0.8966509,0.0003716341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002979969,0.9917082,0.0004728295,0.001060458,0.0002353141,0.00143757,0.0005495066,0.00004130004,0.001514899],"genre_scores_gemma":[0.002175172,0.9919796,0.0007254389,0.0002170156,0.0005493464,0.001900739,0.0004858943,0.00006712096,0.0018997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8941522,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090973437","doi":"10.1016/j.diii.2012.03.025","title":"Radio-anatomy of the superior vena cava syndrome and therapeutic orientations","year":2012,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ciment Québec (Canada)","funders":"","keywords":"Medicine; Radiology; Superior vena cava; Superior vena cava syndrome; Stenosis; Inferior vena cava; Collateral circulation; Vena cava; Surgery","authors":[{"name":"Alexis Lacout","is_ca":true},{"name":"Pierre Yves Marcy","is_ca":false},{"name":"Juliette Thariat","is_ca":false},{"name":"Pascal Lacombe","is_ca":false},{"name":"Mostafa El Hajjam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02567313453283824,"gpt":0.3636321948467875,"spread":0.3379590603139492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002588587,0.00008249043,0.0001529654,0.0000490338,0.0003861024,0.000008961609,0.00006718151,0.00002781595,0.0004043108],"category_scores_gemma":[0.0001720767,0.00005853516,0.0001096262,0.00008525978,0.0001333111,0.0001169385,0.00008360638,0.0001529275,0.0000121024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003519104,"about_ca_system_score_gemma":0.00003058128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535248,"about_ca_topic_score_gemma":0.00001220699,"domain_scores_codex":[0.9991158,0.000133681,0.0002800521,0.0001085989,0.0001160398,0.0002458385],"domain_scores_gemma":[0.9989994,0.0006560277,0.0001033923,0.0001075704,0.00005263453,0.0000810466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004366029,0.0001155394,0.9850563,0.00009880331,0.00005539573,0.000001215288,0.002627978,5.037788e-7,0.00008678257,0.008839849,0.0003242418,0.002789002],"study_design_scores_gemma":[0.0003968744,0.00002128749,0.9937582,0.0002996874,0.0001344644,0.00003131023,0.001625597,0.0001179171,0.00003094363,0.0009270971,0.002579993,0.00007664896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914314,0.005936311,0.0003526803,0.001211268,0.0004499616,0.0002573308,0.00004226823,0.00001075413,0.0003080847],"genre_scores_gemma":[0.9991526,0.0001028903,0.00006217843,0.0003231947,0.00006488322,0.00004091102,0.00001127688,0.000009978895,0.0002320794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008701856,"threshold_uncertainty_score":0.442692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2547922539","doi":"10.1016/j.diii.2016.07.013","title":"Imaging features of rare pancreatic tumors","year":2016,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Magnetic resonance imaging; Radiology; Pancreas; Computed tomography; Internal medicine","authors":[{"name":"Matthias Barral","is_ca":false},{"name":"S.A. Faraoun","is_ca":false},{"name":"Elliot K. Fishman","is_ca":false},{"name":"Anthony Dohan","is_ca":true},{"name":"Chiara Pozzessere","is_ca":false},{"name":"M.-A. Berthelin","is_ca":false},{"name":"P. Bazeries","is_ca":false},{"name":"Maxime Barat","is_ca":false},{"name":"Christine Hoeffel","is_ca":false},{"name":"Philippe Soyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03576149921022337,"gpt":0.3928699435401073,"spread":0.357108444329884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004099225,0.0003419482,0.001970867,0.0003666065,0.00007726393,0.00002780698,0.0001553659,0.00008695914,0.0008434918],"category_scores_gemma":[0.002446563,0.000225931,0.0006704389,0.0001381562,0.0004190521,0.000101973,0.0001760771,0.0003514116,0.00006530848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071147,"about_ca_system_score_gemma":0.0003495406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004482522,"about_ca_topic_score_gemma":9.991829e-7,"domain_scores_codex":[0.9979192,0.0001720017,0.0008196093,0.000408281,0.000332221,0.0003487103],"domain_scores_gemma":[0.9962054,0.002785356,0.0003649958,0.0002759817,0.0001830525,0.0001852314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001885534,0.0001721385,0.03160356,0.02080308,0.0004291609,0.0003290452,0.00002756606,4.228752e-9,9.606919e-7,0.001366471,0.005257848,0.9399913],"study_design_scores_gemma":[0.001897503,0.0002626323,0.03874265,0.4086254,0.005055562,0.004126556,0.0001438551,0.00003079392,0.00000397709,0.001473617,0.539062,0.0005754919],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001191743,0.9929302,0.0003711849,0.0002791083,0.0001221662,0.0006406889,0.0001262934,0.00002867192,0.005382458],"genre_scores_gemma":[0.001926083,0.994338,0.0003415105,0.00007165626,0.0002282597,0.0001487679,0.0001946834,0.00004780517,0.002703262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9394158,"threshold_uncertainty_score":0.9235643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2300615445","doi":"10.1016/j.diii.2016.02.007","title":"Imaging of postoperative tetralogy of Fallot repair","year":2016,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Tetralogy of Fallot; Magnetic resonance imaging; Radiology; Surgical procedures; Cardiac imaging; Surgery; Cardiology; Heart disease","authors":[{"name":"Laurence Vaujois","is_ca":true},{"name":"G. Gorincour","is_ca":true},{"name":"Marianne Alison","is_ca":true},{"name":"Johanne Déry","is_ca":true},{"name":"Nancy Poirier","is_ca":true},{"name":"C. Lapierre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0140895493299288,"gpt":0.2985617567438777,"spread":0.284472207413949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009043273,0.0000837523,0.0002100558,0.00009472735,0.00003365218,0.000003451009,0.00002691469,0.000009095152,0.0002479767],"category_scores_gemma":[0.00108629,0.00005827234,0.0001754443,0.00005105252,0.0003636831,0.0001049404,0.00007260077,0.00003569083,0.000006765817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001898306,"about_ca_system_score_gemma":0.00003645169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004732608,"about_ca_topic_score_gemma":0.000006152264,"domain_scores_codex":[0.9992977,0.00002517499,0.000288631,0.0001522528,0.0001219877,0.0001142541],"domain_scores_gemma":[0.9990309,0.0005559493,0.0000358687,0.00008994014,0.0002303742,0.00005689578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005429281,0.0001768284,0.9525249,0.0001235738,0.00009873533,0.00003496445,0.0001359698,2.721573e-8,0.003931589,0.001629702,0.00133091,0.03995854],"study_design_scores_gemma":[0.001251927,0.0001902433,0.9909676,0.001707657,0.0001240031,0.00009119734,0.0003255406,0.0001377114,0.003397594,0.000860143,0.0008554718,0.00009087169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989413,0.006181038,0.0007867459,0.001714948,0.0001009541,0.0001657011,0.00007335178,0.00003254944,0.001531663],"genre_scores_gemma":[0.998995,0.00007395567,0.0003209728,0.0001791469,0.0000240181,0.00001110525,0.000003747701,0.000008355382,0.0003836828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03986767,"threshold_uncertainty_score":0.2715171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112413210","doi":"10.1016/j.diii.2014.12.007","title":"Isolated and syndromic brachydactylies: Diagnostic value of hand X-rays","year":2015,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Congenital limb and hand anomalies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Brachydactyly; Medicine; Radiological weapon; Phalanx; Radiography; Radiology; Anatomy; Pediatrics","authors":[{"name":"Marie Vincent","is_ca":false},{"name":"M.P. Quéré","is_ca":false},{"name":"T. Lefrançois","is_ca":false},{"name":"Éric Frampas","is_ca":false},{"name":"A. David","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01728786435112341,"gpt":0.3012666863413202,"spread":0.2839788219901968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002012544,0.000320798,0.0007110022,0.0001118605,0.00008055117,0.00008915665,0.0001390947,0.000135609,0.00003496909],"category_scores_gemma":[0.0009955238,0.0002818853,0.0002960681,0.00006218638,0.0002999852,0.00001307438,0.0002811758,0.0001354592,0.000008284928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001221666,"about_ca_system_score_gemma":0.0001033946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001125108,"about_ca_topic_score_gemma":0.000006634319,"domain_scores_codex":[0.9986664,0.00009181853,0.0005120252,0.0004099668,0.0001180254,0.0002017488],"domain_scores_gemma":[0.9988793,0.0004762078,0.0002438712,0.0001753907,0.0001055451,0.0001196733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001682443,0.0001830534,0.001801207,0.007301245,0.000456762,0.00004241871,0.00004939525,6.795009e-7,0.00005149535,0.0007272894,0.0007137707,0.9886559],"study_design_scores_gemma":[0.0007715903,0.0005938357,0.001029196,0.01688552,0.001357874,0.0007159267,0.00009132344,0.00008302672,0.00003640681,0.0004848068,0.9772218,0.0007286697],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006619524,0.9917633,0.0003749669,0.00001876182,0.0001701034,0.0002758299,0.0002786265,0.000007492797,0.0004913738],"genre_scores_gemma":[0.05773683,0.9404929,0.00005529871,0.00002654125,0.0001419127,0.00004911689,0.0007076521,0.00003705098,0.0007527162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9879272,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885593145","doi":"10.1016/j.diii.2018.04.003","title":"Predicting inferior vena cava (IVC) filter retrievability using positional parameters: A comparative study of various filter types","year":2018,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; McGill University Health Centre; Royal Victoria Hospital","funders":"","keywords":"Medicine; Retrievability; Inferior vena cava; Inferior vena cava filter; Filter (signal processing); Surgery; Nuclear medicine; Thrombosis; Venous thrombosis; Artificial intelligence; Computer vision; Computer science","authors":[{"name":"Akshat Gotra","is_ca":true},{"name":"Cédric Doucet","is_ca":true},{"name":"P. Delli Fraine","is_ca":true},{"name":"Ali Bessissow","is_ca":true},{"name":"C. Dey","is_ca":true},{"name":"B. Gallix","is_ca":true},{"name":"Louis-Martin Boucher","is_ca":true},{"name":"David Valenti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04698037480815082,"gpt":0.3387393350844491,"spread":0.2917589602762983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003051108,0.0001745835,0.0004422046,0.0001416456,0.0001513365,0.00005106465,0.00007566086,0.00003141762,0.000448936],"category_scores_gemma":[0.0004698476,0.0001586999,0.0001260463,0.000137884,0.0002495621,0.0001942274,0.000163542,0.0001376627,0.00001198412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007232279,"about_ca_system_score_gemma":0.0000389959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005452153,"about_ca_topic_score_gemma":0.00004829653,"domain_scores_codex":[0.9985381,0.00009717818,0.0005009816,0.0003462236,0.0003024774,0.0002150121],"domain_scores_gemma":[0.998718,0.0004947652,0.0001855037,0.0001921571,0.0003176749,0.00009185337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001699751,0.00406787,0.987937,0.0002192615,0.0006005935,0.00004264296,0.003758342,0.00004576797,0.0003887626,0.0002485179,0.001253192,0.00126808],"study_design_scores_gemma":[0.00171338,0.001623704,0.9859263,0.00121247,0.0005420587,0.00005232261,0.00165908,0.005955604,0.0005742296,0.000476665,0.00009476103,0.000169439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966036,0.0003659374,0.001306435,0.0001794893,0.0002412023,0.0006737308,0.00004192341,0.00002802954,0.0005596382],"genre_scores_gemma":[0.9982953,0.000009944814,0.001175029,0.0002377662,0.0001594087,0.00003868808,0.00004069934,0.00001434609,0.00002878138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005909836,"threshold_uncertainty_score":0.6471596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036635120","doi":"10.1016/j.diii.2012.06.004","title":"Tips and techniques in breast MRI","year":2012,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôtel-Dieu de Montréal","funders":"","keywords":"Medicine; Subtraction; Magnetic resonance imaging; Breast MRI; Radiology; Biopsy; Breast cancer; Nuclear medicine; Mammography; Cancer","authors":[{"name":"Isabelle Thomassin‐Naggara","is_ca":true},{"name":"Isabelle Trop","is_ca":true},{"name":"Lucie Lalonde","is_ca":true},{"name":"Julie David","is_ca":true},{"name":"L. Péloquin","is_ca":true},{"name":"J. Chopier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04066231383628918,"gpt":0.3713853349077495,"spread":0.3307230210714603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003412653,0.0002975816,0.0009128845,0.0003378299,0.0000344342,0.0000462295,0.00007466282,0.0001103539,0.000402753],"category_scores_gemma":[0.0001293215,0.0002555262,0.0002499156,0.0001377428,0.0001405362,0.000161622,0.0001574558,0.0003829529,0.00002650079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013356,"about_ca_system_score_gemma":0.00006502644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007912349,"about_ca_topic_score_gemma":0.000006291818,"domain_scores_codex":[0.998588,0.00007307332,0.0005404894,0.0003649387,0.0001683289,0.0002651248],"domain_scores_gemma":[0.9985921,0.0008737749,0.0001657361,0.000167952,0.00004987924,0.0001505383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003303421,0.0001632519,0.0288399,0.01266339,0.00006327782,0.00005710928,0.00001733814,2.871551e-9,6.880897e-8,0.0003901338,0.006137665,0.9516646],"study_design_scores_gemma":[0.000235646,0.00003292963,0.004743554,0.08087879,0.0008429972,0.002393685,0.00001477733,0.000004151711,0.000001179263,0.0001592018,0.9104577,0.0002354302],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001379907,0.996894,0.0001451175,0.001001515,0.0001567825,0.0005834607,0.00008949975,0.00004367619,0.001072168],"genre_scores_gemma":[0.0004567298,0.9976643,0.0006184555,0.0001753855,0.0003364622,0.0003829519,0.000167948,0.0000465231,0.000151214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9514291,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405313208","doi":"10.1016/j.diii.2024.11.002","title":"Artificial intelligence in emergency neuroradiology: Current applications and perspectives","year":2024,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Neuroradiology; Interventional neuroradiology; Neuroimaging; Medical physics; Modalities; Radiology; Neurology; Psychiatry","authors":[{"name":"Bo Gong","is_ca":true},{"name":"Farzad Khalvati","is_ca":true},{"name":"Birgit Ertl‐Wagner","is_ca":true},{"name":"Michael N. Patlas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0697225901717718,"gpt":0.4011910479840465,"spread":0.3314684578122747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001604811,0.0002472491,0.0005745469,0.0003636661,0.00003443722,0.00003181466,0.00008176592,0.00004487149,0.0001250621],"category_scores_gemma":[0.0003317309,0.0002083625,0.0002391132,0.000220438,0.0001374695,0.00005248639,0.0002227686,0.0004327535,0.00005740007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008062861,"about_ca_system_score_gemma":0.00004049163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006305375,"about_ca_topic_score_gemma":0.000001514974,"domain_scores_codex":[0.9985381,0.00004276459,0.0006175344,0.0005227581,0.0001082565,0.000170526],"domain_scores_gemma":[0.9994038,0.0002321524,0.0001134453,0.0001401908,0.00003881559,0.00007153225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000156575,0.0001367001,0.0003982336,0.009636772,0.00008907089,0.00003189695,0.00007184829,5.660838e-8,1.033657e-7,0.008421923,0.002709581,0.9785023],"study_design_scores_gemma":[0.00004824414,0.00005362117,0.0006517459,0.02169086,0.001930962,0.0002821564,0.0003833055,0.0002900681,2.296676e-7,0.003239119,0.971151,0.0002787014],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001702459,0.9918512,0.005859354,0.0005365898,0.0002916677,0.0007959993,0.00004421354,0.00003082007,0.0005731449],"genre_scores_gemma":[0.0009283693,0.997797,0.0001621961,0.00001488253,0.0002736465,0.0005258527,0.0001255348,0.0000265233,0.000145996],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9782236,"threshold_uncertainty_score":0.8496774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319788788","doi":"10.1016/j.diii.2023.01.007","title":"The growing role of social media for research and education in radiology","year":2023,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Hamilton General Hospital","funders":"","keywords":"Social media; Altmetrics; Medicine; Radiology; Promotion (chess); Realm; Field (mathematics); Citation; Subspecialty; Medical education; Public relations; Pathology; World Wide Web; Computer science","authors":[{"name":"Alex Pozdnyakov","is_ca":true},{"name":"Mostafa Alabousi","is_ca":true},{"name":"Michael N. Patlas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2871687819962433,"gpt":0.5660330338071238,"spread":0.2788642518108804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003645585,0.0000834603,0.0003433979,0.0002458979,0.0005879363,0.0000561021,0.0001598081,0.0001048155,0.000008108766],"category_scores_gemma":[0.03618943,0.00007291347,0.00009875753,0.0003121349,0.0006648914,0.0001452909,0.00005981773,0.0002428048,0.000003197983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804258,"about_ca_system_score_gemma":0.001115402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008819172,"about_ca_topic_score_gemma":0.0006327636,"domain_scores_codex":[0.9981989,0.0006437361,0.0004642969,0.0001973141,0.0002129463,0.0002828047],"domain_scores_gemma":[0.9428421,0.05665557,0.0001872602,0.00004878048,0.0002108804,0.00005538193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001454038,0.00003111937,0.0004918234,0.001474971,0.000009790942,1.238625e-7,0.003399584,3.506975e-9,2.416173e-8,0.1199709,0.0006280746,0.8739921],"study_design_scores_gemma":[0.0000759721,0.00001589852,0.003392437,0.005730487,0.00004453491,0.000001342296,0.01520935,0.000003021193,6.581904e-8,0.06687309,0.9085733,0.0000804927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004869358,0.9945508,0.000003677453,0.001487754,0.002044571,0.001226244,0.00001769623,0.00000909934,0.0001732196],"genre_scores_gemma":[0.000540743,0.9956864,0.00003778855,0.00001014087,0.001269971,0.002309803,0.00006941587,0.00001611987,0.00005968756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9079452,"threshold_uncertainty_score":0.9719291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889813565","doi":"10.1016/j.diii.2018.08.002","title":"MR imaging-guided prostate interventional imaging: Ready for a clinical use?","year":2018,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Magnetic resonance imaging; Interventional magnetic resonance imaging; Prostate; Radiology; Ultrasound; Ablation; Prostate biopsy; Medical physics","authors":[{"name":"F. Cornud","is_ca":false},{"name":"Joyce G. R. Bomers","is_ca":false},{"name":"Jurgen J. Fütterer","is_ca":false},{"name":"Sangeet Ghai","is_ca":true},{"name":"Jeroen Sebastiaan Reijnen","is_ca":false},{"name":"Clare M. Tempany","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1950382364863802,"gpt":0.4782263607981131,"spread":0.2831881243117329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001141047,0.0009040287,0.002255279,0.0004240253,0.0002459193,0.0004145488,0.0002612496,0.0001394144,0.0003763072],"category_scores_gemma":[0.002903452,0.0007463302,0.002652776,0.0002004019,0.0006327541,0.0005282827,0.0003544901,0.0005359376,0.0001474462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004145124,"about_ca_system_score_gemma":0.0004762708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007886437,"about_ca_topic_score_gemma":0.000006254082,"domain_scores_codex":[0.9944842,0.0002514362,0.002557627,0.001487439,0.0004678425,0.0007514043],"domain_scores_gemma":[0.9939605,0.003129654,0.001054994,0.0005790446,0.0008041027,0.0004716767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009474731,0.001944374,0.07028231,0.01358243,0.001273937,0.0003281578,0.00003268763,6.149418e-8,1.08921e-7,0.001262222,0.2169556,0.6942434],"study_design_scores_gemma":[0.003046527,0.0005168775,0.005777679,0.06729814,0.004057274,0.0009870381,0.00002697873,0.0002079658,0.000001765949,0.0008205273,0.9166111,0.00064812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001320071,0.9900761,0.001243117,0.001200426,0.001703078,0.003377814,0.0018535,0.0001326007,0.0002814078],"genre_scores_gemma":[0.0006316419,0.9847051,0.001644209,0.0007560136,0.001310274,0.002362817,0.006433719,0.0001967444,0.001959499],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6996555,"threshold_uncertainty_score":0.9994988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389427417","doi":"10.1016/j.diii.2023.11.005","title":"Treatment of adenomyosis, abdominal wall endometriosis and uterine leiomyoma with interventional radiology: A review of current evidences","year":2023,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto General Hospital; McGill University Health Centre","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Adenomyosis; Interventional radiology; Endometriosis; Radiology; Uterine leiomyoma; Uterine artery embolization; Percutaneous; Leiomyoma; Uterine fibroids; Embolization; Surgery; Gynecology","authors":[{"name":"Maxime Barat","is_ca":false},{"name":"Anthony Dohan","is_ca":false},{"name":"Maureen P. Kohi","is_ca":false},{"name":"Clément Marcelin","is_ca":false},{"name":"Jean‐Pierre Pelage","is_ca":true},{"name":"Alban Denys","is_ca":false},{"name":"Sebastian Mafeld","is_ca":true},{"name":"Claire Kaufman","is_ca":false},{"name":"Philippe Soyer","is_ca":false},{"name":"F. Cornélis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1064303613124974,"gpt":0.4465130971785319,"spread":0.3400827358660345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004259477,0.0004591239,0.002531325,0.001005509,0.00004984973,0.00002348605,0.0001252908,0.00005868078,0.0002812354],"category_scores_gemma":[0.004395498,0.000291493,0.001032239,0.0006424616,0.0003937681,0.0001105218,0.0001393522,0.0001814591,0.00001073427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829393,"about_ca_system_score_gemma":0.0002329123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006490565,"about_ca_topic_score_gemma":0.000005975895,"domain_scores_codex":[0.9971163,0.0002460992,0.00130416,0.0005355552,0.0004961094,0.0003017629],"domain_scores_gemma":[0.9902607,0.008281296,0.0007173974,0.0002459216,0.0002761027,0.0002186358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006949458,0.001108981,0.00618238,0.2014202,0.001804691,0.0001522667,0.00001247565,1.469663e-8,2.921553e-7,0.0001472977,0.0003138776,0.788788],"study_design_scores_gemma":[0.00278587,0.004830664,0.002615215,0.6039826,0.004597673,0.001901065,0.00002008632,0.00001054875,0.000008652816,0.00005260962,0.3789258,0.0002692585],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003242808,0.9971302,0.0001176418,0.0002792493,0.0000916997,0.001667085,0.0003367511,0.00001841792,0.00003474709],"genre_scores_gemma":[0.001521526,0.9965178,0.00036011,0.0000127737,0.00008257467,0.0007766538,0.0005169863,0.00003768455,0.0001739147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7885188,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380738098","doi":"10.1016/j.diii.2023.05.007","title":"Detection and quantification of pulmonary embolism with artificial intelligence: The SFR 2022 artificial intelligence data challenge","year":2023,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Société Française de Radiologie","keywords":"Medicine; Pulmonary embolism; Radiology; Pulmonary angiography; Nuclear medicine; Medical physics; Internal medicine","authors":[{"name":"Younes Belkouchi","is_ca":false},{"name":"Mathieu Léderlin","is_ca":false},{"name":"Amira Ben Afia","is_ca":false},{"name":"Clement Fabre","is_ca":true},{"name":"G. Ferretti","is_ca":false},{"name":"Constance de Margerie‐Mellon","is_ca":false},{"name":"Pierre Berge","is_ca":false},{"name":"Renan Liberge","is_ca":false},{"name":"Nicolas Elbaz","is_ca":false},{"name":"Maxime Blain","is_ca":false},{"name":"Pierre‐Yves Brillet","is_ca":false},{"name":"Guillaume Chassagnon","is_ca":false},{"name":"Farah Cadour","is_ca":false},{"name":"Caroline Caramella","is_ca":false},{"name":"Mostafa El Hajjam","is_ca":false},{"name":"Samia Boussouar","is_ca":false},{"name":"Joya Hadchiti","is_ca":false},{"name":"Xavier Fablet","is_ca":false},{"name":"Antoine Khalil","is_ca":false},{"name":"Alain Luciani","is_ca":false},{"name":"Anne Cotten","is_ca":false},{"name":"Jean-François Méder","is_ca":false},{"name":"Hugues Talbot","is_ca":false},{"name":"Nathalie Lassau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07693217665438798,"gpt":0.3349581165420311,"spread":0.2580259398876431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007229957,0.0001531232,0.0002568115,0.0001959186,0.0002036252,0.00006708479,0.0001742776,0.00003543837,0.0001046476],"category_scores_gemma":[0.0004687059,0.0001137229,0.0000576705,0.0003265276,0.0003052926,0.0002256511,0.0002849243,0.0001683126,0.00002772039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001827556,"about_ca_system_score_gemma":0.00002540066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001430169,"about_ca_topic_score_gemma":0.00006550897,"domain_scores_codex":[0.9985138,0.00006157497,0.0004715435,0.0004331231,0.0003092094,0.0002108006],"domain_scores_gemma":[0.9987441,0.0005196402,0.0001592078,0.0003862928,0.0001215182,0.00006923201],"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":[0.00010426,0.0007607978,0.002371503,0.00035377,0.0001540913,0.00005440483,0.0005362611,0.00008092525,0.0009980113,0.06190443,0.0003150162,0.9323665],"study_design_scores_gemma":[0.0002846633,0.001131908,0.4735637,0.002915019,0.001375454,0.0003221823,0.02409363,0.3780805,0.01024809,0.104027,0.003137768,0.0008200121],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6935814,0.008488457,0.2635647,0.02938809,0.001195308,0.002230333,0.0001894355,0.0002375055,0.001124805],"genre_scores_gemma":[0.9969178,0.002363738,0.0001127581,0.00009487427,0.0001821203,0.00007661025,0.0001931476,0.00001928982,0.00003962797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9315465,"threshold_uncertainty_score":0.4637484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410563838","doi":"10.1016/j.diii.2025.05.006","title":"Adversarial artificial intelligence in radiology: Attacks, defenses, and future considerations","year":2025,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Adversarial Robustness in Machine Learning","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Adversarial system; Medical physics; Radiology; Artificial intelligence","authors":[{"name":"Nicholas Dietrich","is_ca":true},{"name":"Bo Gong","is_ca":true},{"name":"Michael N. Patlas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02809257498875632,"gpt":0.3440829846031796,"spread":0.3159904096144233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004989607,0.0003394019,0.0007978188,0.000452054,0.0002045201,0.0002751878,0.0003315167,0.0001542927,0.00005161679],"category_scores_gemma":[0.002396974,0.000327182,0.0002223569,0.0003084254,0.0001857668,0.0003982153,0.0006125694,0.0006630835,0.00001003837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008031925,"about_ca_system_score_gemma":0.0002467325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000357989,"about_ca_topic_score_gemma":0.00002276571,"domain_scores_codex":[0.9977552,0.0003507395,0.0007704296,0.0006930117,0.000149417,0.0002811634],"domain_scores_gemma":[0.9949339,0.004423118,0.00024944,0.0002539298,0.00006469632,0.00007490717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001151716,0.00003024082,0.00006908305,0.001049803,0.00003042303,0.00007542086,0.0000565718,0.00002780024,1.132143e-8,0.3007097,0.0001929183,0.6977569],"study_design_scores_gemma":[0.0006213376,0.0001458132,0.0006496764,0.04734997,0.0008368607,0.001723127,0.0003086635,0.03880103,6.236783e-7,0.2774683,0.6301215,0.001973124],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.272482e-7,0.675225,0.3226623,0.0006129746,0.001020702,0.0002598287,0.00001624438,0.00003916491,0.0001629043],"genre_scores_gemma":[0.0003497815,0.983537,0.01520338,0.0001436689,0.0005629473,0.00007928157,0.00007543067,0.00001541701,0.00003315813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6957838,"threshold_uncertainty_score":0.999918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995052193","doi":"10.1016/j.diii.2019.11.002","title":"Detection of secondary causes of spontaneous pneumothorax: Comparison between computed tomography and chest X-ray","year":2019,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Faculté de Médecine, Université Laval","keywords":"Medicine; Concordance; Radiology; Lymphangioleiomyomatosis; Pneumothorax; Prospective cohort study; Asymptomatic; Lung cancer; Nuclear medicine; Internal medicine","authors":[{"name":"Anne-Marie Ruppert","is_ca":false},{"name":"D. Sroussi","is_ca":false},{"name":"A. Khallil","is_ca":false},{"name":"M. Giot","is_ca":false},{"name":"Jalal Assouad","is_ca":false},{"name":"Jacques Cadranel","is_ca":false},{"name":"V. Gounant","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01266864541807334,"gpt":0.26602807290755,"spread":0.2533594274894767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007204263,0.00009326089,0.0002868854,0.0001244393,0.00002502585,0.000008489317,0.00003099015,0.00002236817,0.000105293],"category_scores_gemma":[0.00008442729,0.00008316674,0.0001058226,0.00008160829,0.0001077809,0.00008823292,0.00004033716,0.00008570489,0.000002472952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005812589,"about_ca_system_score_gemma":0.00001441828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007226005,"about_ca_topic_score_gemma":0.000005141029,"domain_scores_codex":[0.999316,0.0000304127,0.0002966693,0.0001484293,0.000118984,0.00008946536],"domain_scores_gemma":[0.9991728,0.0004888295,0.0001192697,0.00006790298,0.00007695677,0.00007421568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007583063,0.0001800153,0.9666004,0.0006479073,0.0000803983,0.00003999971,0.00004483075,0.00000323075,0.00734584,0.00003836428,0.00005446593,0.02488878],"study_design_scores_gemma":[0.0005386216,0.000342777,0.9940177,0.0008056947,0.0001416482,0.0001652572,0.0001574046,0.0007242275,0.002641683,0.0001491059,0.0002387708,0.00007706984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951188,0.003953785,0.0002569203,0.0001298935,0.00007319103,0.0001608157,0.00009724989,0.00001504094,0.0001943303],"genre_scores_gemma":[0.9996161,0.00003460889,0.0001149969,0.00004327015,0.00003535192,0.00000296985,0.0001032479,0.000007090671,0.00004235378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0274174,"threshold_uncertainty_score":0.3391441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093963221","doi":"10.1016/j.diii.2012.04.024","title":"3T tractography of the median nerve: Optimisation of acquisition parameters and normative diffusion values","year":2012,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Tractography; Diffusion MRI; Medicine; Fractional anisotropy; Wrist; Median nerve; Radiology; Nuclear medicine; Magnetic resonance imaging; Anatomy","authors":[{"name":"Mickaël Ohana","is_ca":false},{"name":"Thomas Moser","is_ca":true},{"name":"Nicolás Meyer","is_ca":false},{"name":"Peter Zorn","is_ca":false},{"name":"Philippe Liverneaux","is_ca":false},{"name":"Jean‐Louis Dietemann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03381257576184211,"gpt":0.3316902022155018,"spread":0.2978776264536597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001161784,0.0000663162,0.0001106775,0.0000682055,0.00005062585,0.000005445908,0.00003361426,0.00001549421,0.00001497574],"category_scores_gemma":[0.0001721945,0.00004852564,0.00008588106,0.00008944588,0.0002013671,0.0001751599,0.00004550127,0.00006968214,2.361408e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007777456,"about_ca_system_score_gemma":0.000004614981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000194344,"about_ca_topic_score_gemma":1.946828e-7,"domain_scores_codex":[0.9994822,0.00002947646,0.0002111127,0.00008424521,0.0001124971,0.00008045942],"domain_scores_gemma":[0.9993486,0.0003005584,0.0001491906,0.0000923617,0.00006358248,0.00004572621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002937631,0.0004839299,0.9523535,0.0002333597,0.00003569426,7.034847e-7,0.0007911643,0.000006306669,0.01212195,0.007857888,0.0002735818,0.02581254],"study_design_scores_gemma":[0.0003580306,0.00006252566,0.9728866,0.0006200227,0.0001014969,0.00004143091,0.000280187,0.0009544964,0.01547485,0.009101208,0.00005978856,0.00005933896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747674,0.0007114036,0.02260168,0.00144321,0.0000465442,0.0002352392,0.00002247443,0.00001613815,0.0001559195],"genre_scores_gemma":[0.9934325,0.0001150108,0.00624156,0.0001291634,0.00002017874,0.00002254612,0.00002453703,0.000006062494,0.000008446211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0257532,"threshold_uncertainty_score":0.1978818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792716723","doi":"10.1016/j.diii.2017.12.014","title":"Suspicious liver nodule in chronic liver disease: Usefulness of a second biopsy","year":2018,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Nodule (geology); Biopsy; Hepatocellular carcinoma; Liver biopsy; Lesion; Radiology; Chronic liver disease; Pathology; Gastroenterology; Internal medicine; Cirrhosis","authors":[{"name":"V. Cartier","is_ca":false},{"name":"Anne Crouan","is_ca":false},{"name":"Maxime Esvan","is_ca":false},{"name":"Frédéric Oberti","is_ca":false},{"name":"S. Michalak","is_ca":false},{"name":"B. Gallix","is_ca":true},{"name":"Olivier Séror","is_ca":false},{"name":"Anita Paisant","is_ca":false},{"name":"Valérie Vilgrain","is_ca":false},{"name":"Christophe Aubé","is_ca":false},{"name":"Rodolphe Anty","is_ca":false},{"name":"Isabelle Archambeaud","is_ca":true},{"name":"G. Baudin","is_ca":false},{"name":"Vanessa Brun","is_ca":false},{"name":"P. Chevallier","is_ca":false},{"name":"Muriel Cuilleron","is_ca":false},{"name":"J. Dumortie","is_ca":false},{"name":"Christophe Duvoux","is_ca":false},{"name":"L. Estivalet","is_ca":false},{"name":"Éric Frampas","is_ca":true},{"name":"Y. Gandon","is_ca":false},{"name":"Anne Guillygomarc’h","is_ca":false},{"name":"Boris Guiu","is_ca":false},{"name":"J. Lebigot","is_ca":false},{"name":"V. Le Pennéc","is_ca":false},{"name":"Alain Luciani","is_ca":false},{"name":"Anne Minello","is_ca":false},{"name":"Isabelle Ollivier‐Hourmand","is_ca":false},{"name":"F. Pilleul","is_ca":false},{"name":"Brigitte Patouillard","is_ca":false},{"name":"Christine Sylvain","is_ca":false},{"name":"J.P. Tasu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0392171453871499,"gpt":0.2670392987286145,"spread":0.2278221533414646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001171122,0.0001191186,0.0001916467,0.0001461392,0.00004013339,0.00001625082,0.00004688786,0.0000257046,0.002031997],"category_scores_gemma":[0.0001651254,0.0001074416,0.0001308106,0.0001095988,0.0002019667,0.0001167638,0.0000579031,0.00007550688,0.0000478439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007758021,"about_ca_system_score_gemma":0.00006756889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001756122,"about_ca_topic_score_gemma":0.00009673143,"domain_scores_codex":[0.9991915,0.00003592371,0.0002457656,0.0002198326,0.0001310309,0.0001759324],"domain_scores_gemma":[0.999424,0.0001843564,0.0000609938,0.0001195213,0.0001022549,0.000108836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006371199,0.0003040333,0.9890014,0.0003728898,0.00005184636,0.0005818575,0.0001402267,9.459185e-8,0.0003021728,0.0006159449,0.0004194808,0.008146374],"study_design_scores_gemma":[0.001352183,0.0002498246,0.9887736,0.001106065,0.0001329572,0.00007497737,0.00003883959,0.004830049,0.002440202,0.0001583548,0.0007285126,0.0001143954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875575,0.01104774,0.0003228679,0.0001916933,0.00007420772,0.0002544559,0.00003730704,0.0000152983,0.0004989448],"genre_scores_gemma":[0.9990357,0.00009337356,0.0001338199,0.00007951667,0.0001529048,0.00004299887,0.00007334349,0.00001346965,0.0003748952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01147819,"threshold_uncertainty_score":0.9988803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285499771","doi":"10.1016/j.diii.2022.06.009","title":"CT features associated with underlying malignancy in patients with diagnosed mesenteric panniculitis","year":2022,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Malignancy; Radiology; Retrospective cohort study; Medical record; Lymphoma; Interquartile range; Internal medicine","authors":[{"name":"Jules Grégory","is_ca":true},{"name":"Jérémy Dana","is_ca":true},{"name":"Isaac Yang","is_ca":true},{"name":"Jaron Chong","is_ca":true},{"name":"Louis Drevon","is_ca":false},{"name":"Maxime Ronot","is_ca":false},{"name":"Valérie Vilgrain","is_ca":false},{"name":"Caroline Reinhold","is_ca":true},{"name":"B. Gallix","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008042908250174658,"gpt":0.2377192736190866,"spread":0.2296763653689119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001117096,0.0001673552,0.0002318378,0.0001651864,0.000185891,0.00004119986,0.00006193075,0.00001234033,0.0004432041],"category_scores_gemma":[0.0003215517,0.0001348026,0.0000816162,0.0002213605,0.00008185147,0.0001989631,0.00007615839,0.0002442431,0.000003200429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333622,"about_ca_system_score_gemma":0.00005632175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007212647,"about_ca_topic_score_gemma":0.00001627012,"domain_scores_codex":[0.9987522,0.00009227401,0.0002562619,0.0002782507,0.0003656753,0.0002553172],"domain_scores_gemma":[0.9993,0.0002987503,0.0001196643,0.0001017754,0.00008228912,0.00009749465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001742355,0.0008317428,0.9942313,0.00005309296,0.0001234796,0.0008900632,0.0001061348,0.00004167815,0.000003457038,0.0002617277,0.001204626,0.002078428],"study_design_scores_gemma":[0.005039824,0.0004597,0.9916997,0.00157998,0.0001255717,0.00006621321,0.0004850573,0.000079935,0.000006365618,0.00009646553,0.0001854377,0.0001757501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997071,0.001398358,0.00002999713,0.0003748017,0.00008482584,0.0003803078,0.0000828673,0.00004700803,0.000530877],"genre_scores_gemma":[0.9985071,0.00001634864,0.00002553321,0.0004231476,0.00001505551,0.000138249,0.0005890487,0.00002631558,0.0002591448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004865589,"threshold_uncertainty_score":0.5497092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399085048","doi":"10.1016/j.diii.2024.05.003","title":"The potential and pitfalls of ChatGPT in radiology","year":2024,"lang":"en","type":"editorial","venue":"Diagnostic and Interventional Imaging","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Medical physics; Radiology","authors":[{"name":"Augustin Lecler","is_ca":false},{"name":"Philippe Soyer","is_ca":false},{"name":"Bo Gong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02441689229465694,"gpt":0.3856594076196248,"spread":0.3612425153249678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004863855,0.0001175117,0.0002424381,0.0001384066,0.00005947264,0.00004059108,0.00005515657,0.0001396084,0.00003325988],"category_scores_gemma":[0.003414024,0.00008741704,0.00008750973,0.00006648414,0.0002493826,0.00004753147,0.00006295122,0.0004563911,0.00000925861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004613189,"about_ca_system_score_gemma":0.0001674006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006080384,"about_ca_topic_score_gemma":0.00007529187,"domain_scores_codex":[0.9988655,0.00005508865,0.0004966216,0.0002342135,0.0001844962,0.0001640341],"domain_scores_gemma":[0.9967474,0.002830307,0.0001046278,0.00009750841,0.0001640283,0.00005610569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000957907,0.0001173981,0.008725166,0.001144401,0.00008143234,0.00007329469,0.0004647752,0.000001313976,0.0000256455,0.001621097,0.8778018,0.1098479],"study_design_scores_gemma":[0.0004980754,0.001007085,0.03325889,0.01539343,0.0006727389,0.0003513178,0.003479561,0.00339362,0.0002446401,0.06093774,0.8801908,0.0005721218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.04850389,0.1197255,0.0002940377,0.007665257,0.8228812,0.0005145345,0.00008016105,0.00002258499,0.0003128215],"genre_scores_gemma":[0.6671179,0.01927992,0.00006594446,0.0001102508,0.3118223,0.00008910498,0.0003521635,0.00003634076,0.001126066],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.618614,"threshold_uncertainty_score":0.4087152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2326657450","doi":"10.1016/j.diii.2015.09.015","title":"Peripharyngeal space tumors: Can magnetic resonance and multidetector-row computed tomography help predict location, malignancy and tumor type?","year":2016,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Malignancy; Magnetic resonance imaging; Radiology; Multidetector computed tomography; Kappa; Histopathology; Computed tomography; Nuclear medicine; Pathology","authors":[{"name":"E. Muraz","is_ca":true},{"name":"A.S. Delemazure","is_ca":false},{"name":"E. Mourrain-Langlois","is_ca":false},{"name":"K. Bourget","is_ca":false},{"name":"O. Malard","is_ca":false},{"name":"Éric Frampas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009828907976069834,"gpt":0.2531004598821824,"spread":0.2432715519061125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001218598,0.0001665618,0.0002672543,0.0001086484,0.000120459,0.00003288409,0.00003793151,0.00001943671,0.00006854062],"category_scores_gemma":[0.0005037068,0.0001242335,0.00004749753,0.0001374694,0.00030036,0.000115606,0.00008294283,0.00007729694,0.000003134486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002765033,"about_ca_system_score_gemma":0.00004194124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001227983,"about_ca_topic_score_gemma":0.00004024408,"domain_scores_codex":[0.9989962,0.00003718813,0.0002508728,0.0003457746,0.0001503256,0.0002196299],"domain_scores_gemma":[0.9991404,0.0003515316,0.00005876056,0.000104863,0.0001904876,0.0001539515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009060751,0.00009579414,0.9370117,0.0003087382,0.00003398577,0.000093549,0.0002091424,1.039106e-7,0.000764761,0.0003342097,0.003117063,0.05794039],"study_design_scores_gemma":[0.00193901,0.0005086925,0.9889805,0.004675401,0.00006318955,0.0002361879,0.0001340502,0.0003604289,0.0003782905,0.0001847855,0.00238138,0.0001581403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049101,0.08932316,0.0004761266,0.004467643,0.0002191298,0.0003288774,0.00006315018,0.00005979709,0.0001520216],"genre_scores_gemma":[0.9976564,0.0009155215,0.0005045292,0.0003694205,0.0001304307,0.00004072255,0.00001075672,0.00001719765,0.0003550113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09274632,"threshold_uncertainty_score":0.5066095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392221758","doi":"10.1016/j.diii.2024.02.005","title":"Imaging of chronic thromboembolic pulmonary hypertension before, during and after balloon pulmonary angioplasty","year":2024,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Chronic thromboembolic pulmonary hypertension; Balloon; Angioplasty; Radiology; Pulmonary hypertension; Work-up; COPD; Internal medicine","authors":[{"name":"Alfredo Páez-Carpio","is_ca":true},{"name":"Iván Vollmer","is_ca":false},{"name":"Federico X. Zarco","is_ca":false},{"name":"Mario Matute‐González","is_ca":false},{"name":"Blanca Domènech-Ximenos","is_ca":false},{"name":"Elena Serrano","is_ca":false},{"name":"Joan Albert Barberà","is_ca":false},{"name":"Isabel Blanco","is_ca":false},{"name":"Fernando M. Gómez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009680090949177026,"gpt":0.2680519112197388,"spread":0.2583718202705618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001316161,0.0002235963,0.0003324478,0.0003049657,0.00009909081,0.0000545681,0.00004976301,0.00003739377,0.0002661559],"category_scores_gemma":[0.0001434132,0.0001797817,0.0001960803,0.0001577809,0.0002375401,0.0003832707,0.0002016951,0.0002062734,0.00002347767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007109495,"about_ca_system_score_gemma":0.0000619772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007500148,"about_ca_topic_score_gemma":0.000003276322,"domain_scores_codex":[0.9985149,0.00003809211,0.0003382674,0.0004590006,0.0003099254,0.0003398049],"domain_scores_gemma":[0.9992601,0.0002294916,0.00003171103,0.0001602656,0.0001041703,0.000214252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001710815,0.0009659978,0.8910602,0.001821598,0.0002833001,0.02317155,0.00003710945,9.675208e-7,0.0123932,0.0002149154,0.0002397745,0.06964033],"study_design_scores_gemma":[0.0005732062,0.0001542845,0.9677169,0.004023301,0.0002121589,0.008787408,0.00006949492,0.01681248,0.0005971129,0.0005702844,0.0003378495,0.0001455594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926141,0.07185259,0.00005304971,0.0009287782,0.000165898,0.0002615096,0.0000535981,0.00006127201,0.0004822924],"genre_scores_gemma":[0.9978021,0.001341326,0.000103268,0.0001149664,0.0001567242,0.00005416727,0.0001036742,0.00003609426,0.0002876441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07665669,"threshold_uncertainty_score":0.7331283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2933263305","doi":"10.1016/j.diii.2019.03.009","title":"Breast sonoelastography: Now and in the future","year":2019,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Clinical Practice; Medical physics; Breast imaging; Radiology; Health care; Breast screening; Breast cancer; Mammography; Family medicine; Internal medicine","authors":[{"name":"Benoı̂t Mesurolle","is_ca":false},{"name":"Mona El Khoury","is_ca":true},{"name":"Foucauld Chamming’s","is_ca":false},{"name":"Mianquan Zhang","is_ca":true},{"name":"Simon Sun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004703594726136327,"gpt":0.2368420821447867,"spread":0.2321384874186503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001434736,0.00007305163,0.00009979404,0.00007806771,0.00003435771,0.00003155154,0.00003618533,0.00001831953,0.0001946946],"category_scores_gemma":[0.00001356084,0.00004832039,0.00006764904,0.00007973829,0.00005368779,0.00008034745,0.00003163185,0.000130251,0.00001907278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006487024,"about_ca_system_score_gemma":0.00001018039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001385901,"about_ca_topic_score_gemma":0.0000157995,"domain_scores_codex":[0.999514,0.00002478707,0.000113342,0.000141144,0.00009819088,0.0001085661],"domain_scores_gemma":[0.9996954,0.000129033,0.00002280808,0.00008549607,0.00002622363,0.00004100776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002544118,0.0001002526,0.9776282,0.00005556388,0.00001109015,0.00002613782,0.00007785223,2.057221e-7,0.00004264539,0.001602258,0.0009513616,0.01947901],"study_design_scores_gemma":[0.0007045221,0.00004192093,0.9933838,0.0003305715,0.00002656003,0.00162107,0.001078423,0.0002252977,0.000002215084,0.0004144677,0.002116772,0.00005440857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985831,0.004414405,0.00008615776,0.008453892,0.0001105256,0.0001530715,0.00001069914,0.000007932996,0.0009323604],"genre_scores_gemma":[0.9989328,0.00008156837,0.00007997366,0.0006263456,0.0001251759,0.00001222824,0.00001886628,0.000005706511,0.0001173445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0194246,"threshold_uncertainty_score":0.213177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307904626","doi":"10.1016/j.diii.2022.10.007","title":"Predicting histopathology markers of endometrial carcinoma with a quantitative image analysis approach based on spherical harmonics in multiparametric MRI","year":2022,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; University of Toronto; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de Recherche du Québec - Santé; Fondation de l'Association des radiologistes du Québec","keywords":"Medicine; Histopathology; Radiology; Pathology; Carcinoma; Spherical harmonics","authors":[{"name":"Thierry Lefebvre","is_ca":true},{"name":"Ozan Ciga","is_ca":true},{"name":"Sahir Bhatnagar","is_ca":true},{"name":"Yoshiko Ueno","is_ca":true},{"name":"Sameh Saif","is_ca":true},{"name":"Eric Winter-Reinhold","is_ca":true},{"name":"Anthony Dohan","is_ca":false},{"name":"Philippe Soyer","is_ca":false},{"name":"Reza Forghani","is_ca":true},{"name":"Kaleem Siddiqi","is_ca":true},{"name":"Jan Seuntjens","is_ca":true},{"name":"Caroline Reinhold","is_ca":true},{"name":"Peter Savadjiev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02162515850436222,"gpt":0.2935671529341382,"spread":0.271941994429776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004608178,0.0001453013,0.0004848909,0.001091526,0.00007403889,0.00001157775,0.00007215811,0.00002020569,0.0003714119],"category_scores_gemma":[0.002211702,0.0001221354,0.0002535147,0.002367144,0.0001337275,0.00005772148,0.00007205905,0.0002580541,7.6765e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505948,"about_ca_system_score_gemma":0.00006467242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006586727,"about_ca_topic_score_gemma":0.000009495166,"domain_scores_codex":[0.9983924,0.0002101813,0.000418348,0.0003695573,0.0004108745,0.0001986628],"domain_scores_gemma":[0.9972838,0.002220982,0.0001848793,0.0001253767,0.000100412,0.00008461616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003779198,0.001649469,0.9901005,0.00008907302,0.0002179375,0.0002276597,0.00008396766,0.002038174,0.00003611755,0.0001136435,0.00003527926,0.001628975],"study_design_scores_gemma":[0.009673364,0.003032187,0.8711802,0.00007408203,0.0008550237,0.00003253421,0.0008234249,0.1140965,0.00005094549,0.00003398327,0.00002932743,0.0001185099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745028,0.001535938,0.02179323,0.0003187582,0.0001015188,0.0004962356,0.0001460656,0.00001736539,0.001088087],"genre_scores_gemma":[0.9854763,0.00001089063,0.01393359,0.0001602706,0.00001975674,0.0001769627,0.000180957,0.00001335549,0.00002790129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189203,"threshold_uncertainty_score":0.4980536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007482909","doi":"10.1016/j.diii.2020.02.004","title":"Quantification and characterization of granulocyte macrophage colony-stimulating factor activated human peripheral blood mononuclear cells by fluorine-19 cellular MRI in an immunocompromised mouse model","year":2020,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Lanthanide and Transition Metal Complexes","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Robarts Clinical Trials; Western University","funders":"Ontario Institute for Cancer Research; Prostate Cancer Research & Education Foundation","keywords":"Peripheral blood mononuclear cell; Medicine; Immunotherapy; In vivo; Pathology; Immunology; Cell therapy; Magnetic resonance imaging; Granulocyte; Granulocyte macrophage colony-stimulating factor; Cell; Cancer research; In vitro; Immune system; Cytokine; Biology","authors":[{"name":"Corby Fink","is_ca":true},{"name":"Michael Smith","is_ca":true},{"name":"Olivia C. Sehl","is_ca":true},{"name":"Jeffrey M. Gaudet","is_ca":true},{"name":"T. Craig Meagher","is_ca":false},{"name":"Jimmy D. Dikeakos","is_ca":true},{"name":"Michael Rieder","is_ca":true},{"name":"Paula J. Foster","is_ca":true},{"name":"Gregory A. Dekaban","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02334282509725228,"gpt":0.2603584054010207,"spread":0.2370155803037685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001199507,0.0001373782,0.0002112127,0.00005215234,0.0001177531,0.0001168704,0.00009543577,0.00003041798,0.0001744784],"category_scores_gemma":[0.00003091107,0.0001408893,0.0000467544,0.00007033984,0.00008443723,0.0005344056,0.00004485107,0.00008563006,0.000002201301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001292857,"about_ca_system_score_gemma":0.00000962423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008897284,"about_ca_topic_score_gemma":0.000002629502,"domain_scores_codex":[0.9989174,0.0001007506,0.000398461,0.0003081486,0.0001343386,0.0001408707],"domain_scores_gemma":[0.9995403,0.00006679758,0.0001561531,0.00008491657,0.00006443672,0.00008735088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005292952,0.0001735117,0.004469885,0.0001212982,0.000008568666,0.000003231859,0.0005274438,0.0004435329,0.993928,0.0002047741,0.000004359591,0.00006242369],"study_design_scores_gemma":[0.001021438,0.0001154326,0.01146269,0.00006380158,0.00002427057,9.397308e-7,0.00005315879,0.08775034,0.8992749,0.00008561567,0.000003793707,0.0001436385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818797,0.0000733022,0.01726358,0.0001403501,0.00002821918,0.0002576636,0.0003157329,0.00003655572,0.000004876576],"genre_scores_gemma":[0.9987781,0.00002005643,0.0006745955,0.0000686589,0.0000169941,0.00001561444,0.0003891498,0.00001790656,0.0000189137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09465316,"threshold_uncertainty_score":0.57453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2560340066","doi":"10.1016/j.diii.2016.10.007","title":"Radiographic presentation of musculoskeletal involvement in Werner syndrome (adult progeria)","year":2016,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Progeria; Werner syndrome; Radiography; Osteoporosis; Premature aging; Osteomyelitis; Soft tissue; Calcification; Presentation (obstetrics); Atrophy; Pathology; Radiology; Dermatology; Surgery; Genetics; Gene","authors":[{"name":"A. David","is_ca":true},{"name":"Marie Vincent","is_ca":false},{"name":"Pierre-Paul Arrigoni","is_ca":false},{"name":"S. Barbarot","is_ca":false},{"name":"M.-A. Pistorius","is_ca":false},{"name":"Bertrand Isidor","is_ca":false},{"name":"Éric Frampas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01003580958599666,"gpt":0.2979091657123998,"spread":0.2878733561264032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001147787,0.0001798881,0.0003475607,0.0001715643,0.00002154699,0.00001649843,0.00008834686,0.00009189022,0.00005492036],"category_scores_gemma":[0.0001551754,0.0001403273,0.0003469245,0.00008433672,0.00009132089,0.00001035715,0.00008528009,0.00008181096,0.000004741034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001446571,"about_ca_system_score_gemma":0.00002958798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002135312,"about_ca_topic_score_gemma":0.00000817828,"domain_scores_codex":[0.9989647,0.00007899375,0.0004126859,0.000300876,0.0001110766,0.0001316558],"domain_scores_gemma":[0.9995118,0.00005589754,0.0002029969,0.0001340239,0.00005928078,0.00003596189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001379125,0.0001450094,0.006754716,0.007209327,0.0002750181,0.00001964067,0.00001349182,2.763583e-7,0.0001240553,0.0009236918,0.0008893053,0.9836317],"study_design_scores_gemma":[0.00185828,0.0008434104,0.02141773,0.04354695,0.0007741633,0.0004441468,0.00008653304,0.00002098272,0.00009958571,0.001252621,0.9286558,0.0009997821],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008854045,0.9899176,0.0003729781,0.00002561357,0.0002774974,0.0003803499,0.00005469601,0.000004929219,0.0001122796],"genre_scores_gemma":[0.02639907,0.9726271,0.00008797891,0.00001662078,0.0001146363,0.00009579532,0.0005297704,0.00002630557,0.0001027021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9826319,"threshold_uncertainty_score":0.5722381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896659262","doi":"10.1016/j.diii.2018.09.001","title":"Enhancement of breast cancer on pre-treatment dynamic contrast-enhanced MRI using computer-aided detection is associated with response to neo-adjuvant chemotherapy","year":2018,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Dynamic contrast; Breast cancer; Adjuvant; Chemotherapy; Breast MRI; Adjuvant chemotherapy; Radiology; Dynamic contrast-enhanced MRI; Oncology; Contrast (vision); Cancer; Magnetic resonance imaging; Internal medicine; Mammography; Artificial intelligence","authors":[{"name":"Foucauld Chamming’s","is_ca":true},{"name":"Yoshiko Ueno","is_ca":true},{"name":"A E Aldis","is_ca":true},{"name":"Michael Seidler","is_ca":true},{"name":"Benoı̂t Mesurolle","is_ca":true},{"name":"Atilla Ömeroğlu","is_ca":true},{"name":"B. Gallix","is_ca":true},{"name":"Caroline Reinhold","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01135588638026279,"gpt":0.3182864935606912,"spread":0.3069306071804284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002038502,0.0002296442,0.0003926599,0.0001753591,0.00008786254,0.00003051144,0.00005932046,0.00004041002,0.000468946],"category_scores_gemma":[0.00008093389,0.0001967982,0.0001168434,0.0001951925,0.0001486659,0.00009600757,0.0000299373,0.00008036548,0.000006471853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000783444,"about_ca_system_score_gemma":0.00009155076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003956108,"about_ca_topic_score_gemma":0.00017334,"domain_scores_codex":[0.9985433,0.00008224375,0.0003802758,0.0004192392,0.0003092702,0.0002657254],"domain_scores_gemma":[0.9985566,0.0005237563,0.0002228645,0.0001852607,0.0003789346,0.0001326335],"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":[0.02549692,0.006202911,0.114869,0.0003588487,0.002954981,0.00009505302,0.005682047,0.0006873933,0.3169034,0.00002508124,0.001349175,0.5253752],"study_design_scores_gemma":[0.00686573,0.005780653,0.7091261,0.007652438,0.000362734,0.00006698976,0.0001143008,0.03838624,0.2310868,0.00003736474,0.0002016037,0.0003191114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108732,0.0002756343,0.0847403,0.00298469,0.0002508394,0.000710202,0.000113777,0.00003130653,0.00002006361],"genre_scores_gemma":[0.9970607,0.0002116145,0.001043522,0.001233628,0.0001330194,0.0001651292,0.00001939232,0.00003304493,0.00009997951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5942571,"threshold_uncertainty_score":0.8025199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285500535","doi":"10.1016/j.diii.2022.06.010","title":"Reporting lower extremity CT angiography for treatment planning","year":2022,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"Mach-Gaensslen Foundation of Canada","keywords":"Medicine; Radiology; Critical limb ischemia; Claudication; Angiography; Vascular disease; Ischemia; Computed tomography angiography; Lower limb; Conventional angiography; Limb loss; Limb ischemia; Arterial disease; Surgery; Amputation; Internal medicine","authors":[{"name":"Danae Keddie","is_ca":true},{"name":"Yaasin Abdulrehman","is_ca":true},{"name":"Gillian Shiau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1077012510419187,"gpt":0.4050910290238035,"spread":0.2973897779818848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003378592,0.0003411822,0.001057915,0.0002732048,0.0001818497,0.00006621153,0.00007397952,0.00001981528,0.0008070539],"category_scores_gemma":[0.0008183523,0.0002822626,0.002274407,0.0001405092,0.00005097529,0.00008463571,0.000129814,0.0001042845,0.000005021553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250052,"about_ca_system_score_gemma":0.00007145976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001930989,"about_ca_topic_score_gemma":5.312295e-7,"domain_scores_codex":[0.9977925,0.00005547961,0.001149173,0.0005252644,0.0002039351,0.0002736175],"domain_scores_gemma":[0.9980572,0.0006694596,0.0008820735,0.0002223935,0.00003136282,0.0001375216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001538808,0.0004495673,0.008672313,0.007582218,0.0007877665,0.0009269887,0.0000180245,9.791985e-7,3.503925e-8,0.00007214736,0.003899505,0.9775751],"study_design_scores_gemma":[0.0005105135,0.0001667826,0.001783635,0.01450791,0.003281357,0.0003860216,0.00004903371,0.00008198668,5.617265e-8,0.0001013941,0.9788899,0.0002414411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001541953,0.9962372,0.0006395149,0.00009663485,0.0003752176,0.001266665,0.0001370265,0.00006660783,0.001026909],"genre_scores_gemma":[0.000986662,0.9932388,0.0004784622,0.0002044464,0.0002941696,0.001863954,0.001881252,0.00006547187,0.0009867675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9773336,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390100179","doi":"10.1016/j.diii.2023.12.004","title":"Genicular artery embolization for symptomatic knee osteoarthritis: New perspectives on the temporary-permanent dilemma","year":2023,"lang":"en","type":"editorial","venue":"Diagnostic and Interventional Imaging","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute","keywords":"Medicine; Osteoarthritis; Embolization; Dilemma; Surgery; Radiology; Pathology; Alternative medicine","authors":[{"name":"Dimitrios Filippiadis","is_ca":false},{"name":"Gilles Soulez","is_ca":true},{"name":"F. Cornélis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01252333551312238,"gpt":0.2719615327429938,"spread":0.2594381972298714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002551936,0.0003737973,0.000454431,0.0001948512,0.0002134234,0.000177254,0.0001052202,0.0001727114,0.0001473484],"category_scores_gemma":[0.00340009,0.0002893369,0.000452846,0.0001002266,0.00008587783,0.0001498892,0.00007464678,0.0003080276,0.0001036408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144124,"about_ca_system_score_gemma":0.0001705084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002542241,"about_ca_topic_score_gemma":0.00001016148,"domain_scores_codex":[0.998062,0.00006576289,0.0004630044,0.0005443417,0.0005452413,0.0003196835],"domain_scores_gemma":[0.9959168,0.003208282,0.000198139,0.0002717479,0.0002511674,0.0001538028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001146688,0.000256051,0.0002688725,0.0003341144,0.000251993,0.0001490976,0.0003377971,0.000001404316,0.00002878466,0.004204314,0.9785196,0.01553326],"study_design_scores_gemma":[0.03609004,0.02252787,0.002974607,0.06289534,0.005477772,0.0003656786,0.009582144,0.00109485,0.0005179029,0.02500194,0.8306721,0.00279971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.04152577,0.03032122,0.00247526,0.005558951,0.910005,0.006883173,0.001600084,0.0005906983,0.001039803],"genre_scores_gemma":[0.170883,0.00188355,0.0005264507,0.0005527674,0.7933093,0.003196705,0.01618471,0.0004809445,0.01298258],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1478475,"threshold_uncertainty_score":0.9999559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389165559","doi":"10.1016/j.diii.2023.11.002","title":"Imaging of hepato-pancreato-biliary emergencies in patients with cancer","year":2023,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cancer; Gallbladder cancer; Liver cancer; Cholecystitis; Pancreatic cancer; Radiology; Magnetic resonance imaging; Disease; Intensive care medicine; Gallbladder; Surgery; Internal medicine","authors":[{"name":"Ankush Jajodia","is_ca":true},{"name":"Philippe Soyer","is_ca":false},{"name":"Maxime Barat","is_ca":false},{"name":"Michael N. Patlas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05020590238152557,"gpt":0.3971840432522412,"spread":0.3469781408707157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003635449,0.000295321,0.001610999,0.0004795692,0.00004850597,0.00001439913,0.0001166307,0.00007085784,0.0004189517],"category_scores_gemma":[0.0008505759,0.0002160466,0.0002890291,0.0003674077,0.0002758458,0.0001056542,0.000146459,0.0003596776,0.00002292421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463748,"about_ca_system_score_gemma":0.0003669518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005809385,"about_ca_topic_score_gemma":0.00004341108,"domain_scores_codex":[0.9979553,0.0001191289,0.0008090921,0.0003995796,0.0003758522,0.0003411103],"domain_scores_gemma":[0.9980718,0.00112065,0.0002767681,0.0001996421,0.0002114041,0.0001196735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003035551,0.000272484,0.8191613,0.01294602,0.0002891865,0.00007576298,0.00003494368,1.059518e-7,3.263651e-8,0.00008904069,0.0007437537,0.166357],"study_design_scores_gemma":[0.002269228,0.0002562523,0.8087876,0.1497626,0.002728478,0.00004601448,0.0001276081,0.0002114985,4.363993e-7,0.0001704107,0.03523802,0.0004017556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01442999,0.9837683,0.00003433805,0.00009707185,0.0001382187,0.0009088763,0.0001780919,0.0000263056,0.0004187647],"genre_scores_gemma":[0.005572357,0.9928942,0.0001216373,0.00003364464,0.00007492651,0.0003551034,0.0003569345,0.00005563622,0.0005355477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1659553,"threshold_uncertainty_score":0.8810125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387881743","doi":"10.1016/j.diii.2023.10.001","title":"The AI “Grid”: A French national initiative as a product of radiology and industry collaboration","year":2023,"lang":"en","type":"editorial","venue":"Diagnostic and Interventional Imaging","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Product (mathematics); Medical physics; Grid; Radiology","authors":[{"name":"Bo Gong","is_ca":true},{"name":"Steven P. Rowe","is_ca":false},{"name":"Loïc Duron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06196960720548503,"gpt":0.4392209067330938,"spread":0.3772512995276087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007593554,0.0001460179,0.0002501881,0.0001553156,0.0001968549,0.00006201376,0.00006348985,0.0002417063,0.0000702033],"category_scores_gemma":[0.036245,0.0001173284,0.00006250804,0.0002072881,0.0003364021,0.0001319004,0.00005728978,0.0007620303,0.00001536494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103987,"about_ca_system_score_gemma":0.001170133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004646648,"about_ca_topic_score_gemma":0.00008761111,"domain_scores_codex":[0.9984396,0.0001174314,0.0005501123,0.0002986925,0.0004239245,0.0001703095],"domain_scores_gemma":[0.9894321,0.008262526,0.000303889,0.0001078257,0.00180755,0.00008614139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004167742,0.00007045725,0.008133124,0.0002387819,0.0000854528,0.000007136012,0.0005533669,0.000001956508,0.000005646724,0.0008557777,0.982011,0.007995677],"study_design_scores_gemma":[0.000760006,0.001720592,0.0687323,0.008574617,0.0006598565,0.0002300337,0.008754169,0.001625859,0.0008725294,0.06738669,0.8399041,0.0007792067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02755641,0.01242799,0.0001672007,0.03176667,0.9252296,0.001157403,0.0005934302,0.0000618261,0.001039433],"genre_scores_gemma":[0.4359753,0.003194797,0.00009123843,0.0006118511,0.5550403,0.0004469998,0.002723474,0.00005776504,0.001858247],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4084189,"threshold_uncertainty_score":0.9718731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220662329","doi":"10.1016/j.diii.2022.03.002","title":"Writing a successful original research paper for a radiology journal","year":2022,"lang":"en","type":"editorial","venue":"Diagnostic and Interventional Imaging","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Osteoid osteoma; Medicine; Osteoma; Radiology; Magnetic resonance imaging; Surgery","authors":[{"name":"Philippe Soyer","is_ca":false},{"name":"Michael N. Patlas","is_ca":true},{"name":"David A. Bluemke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03230317779306241,"gpt":0.3967336962296887,"spread":0.3644305184366263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001936509,0.0002944029,0.00061614,0.0004330368,0.0007113997,0.0002225135,0.0001867243,0.0001477479,0.002611482],"category_scores_gemma":[0.007752554,0.0002652618,0.0004672094,0.0001431037,0.0002318103,0.000152292,0.0002176191,0.001738173,0.00001915169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003987525,"about_ca_system_score_gemma":0.0004875553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001283047,"about_ca_topic_score_gemma":0.000008563329,"domain_scores_codex":[0.9969729,0.0002600794,0.0006702517,0.000570495,0.0009266994,0.000599557],"domain_scores_gemma":[0.9883496,0.01015994,0.0002552382,0.0001903427,0.0008022822,0.0002425819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002344897,0.0006073159,0.02543858,0.0004789017,0.0002957923,0.00129766,0.00004687535,7.257403e-7,0.000003938791,0.0007863756,0.9626464,0.00816295],"study_design_scores_gemma":[0.004083588,0.001092813,0.007477453,0.002104365,0.0004990863,0.001346107,0.0003240682,0.00005715596,0.000004189851,0.002537489,0.980223,0.0002506663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03447121,0.07518,0.0004023614,0.007187731,0.8765897,0.002297129,0.001500732,0.00009889984,0.002272309],"genre_scores_gemma":[0.08975399,0.00370813,0.001287587,0.000344759,0.8944358,0.002004634,0.003444451,0.0001934824,0.004827192],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07147187,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136412621","doi":"10.1016/j.diii.2021.02.011","title":"Ultra low dose CT for non-traumatic abdominal emergencies: Current challenges and opportunities","year":2021,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Current (fluid); Radiology; Medical physics; Computed tomography; Nuclear medicine","authors":[{"name":"Michael N. Patlas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0779104889022011,"gpt":0.3402112515087224,"spread":0.2623007626065213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001964245,0.0001374255,0.0002258891,0.00009689268,0.0001020603,0.00005794127,0.0000351389,0.00001138874,0.0001915522],"category_scores_gemma":[0.0006394571,0.0001317991,0.0001328427,0.0000328262,0.00009320407,0.0002535282,0.00002883404,0.00009613526,0.000005274084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002101445,"about_ca_system_score_gemma":0.00006889001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005138973,"about_ca_topic_score_gemma":0.000002584766,"domain_scores_codex":[0.9990793,0.00002589636,0.0003133994,0.0002475129,0.0001463788,0.0001874987],"domain_scores_gemma":[0.9990618,0.0004928788,0.00007706651,0.00009919244,0.0001355987,0.0001334633],"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":[0.0000328306,0.0004883089,0.008753112,0.002383336,0.0001541956,0.0001550704,0.001289105,0.000001482559,0.0006058528,0.003494825,0.004112095,0.9785298],"study_design_scores_gemma":[0.01199252,0.0007037409,0.8015331,0.01891208,0.001364506,0.003561162,0.03181436,0.03685506,0.01017466,0.01032779,0.07135573,0.001405306],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7791222,0.1916434,0.009832182,0.01499587,0.0009554044,0.0006156339,0.00007901229,0.00005982233,0.002696479],"genre_scores_gemma":[0.9783223,0.020228,0.0003479901,0.0003858376,0.0001958663,0.00008002532,0.0001139793,0.00001645111,0.0003095891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9771245,"threshold_uncertainty_score":0.5374612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406829391","doi":"10.1016/j.diii.2025.01.005","title":"Normal variations of myocardial T1, T2 and T2* values at 1.5 T cardiac MRI in sex-matched healthy volunteers","year":2025,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Magnetic resonance imaging; Cardiology; Radiology; Internal medicine","authors":[{"name":"Farah Cadour","is_ca":true},{"name":"Jérôme Caudron","is_ca":false},{"name":"André Gillibert","is_ca":false},{"name":"Sébastien Normant","is_ca":false},{"name":"Jean‐Nicolas Dacher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007074236840174455,"gpt":0.2880066175975998,"spread":0.2809323807574254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004666722,0.0001764792,0.0004945985,0.0003151675,0.0001054017,0.0000363836,0.0000493552,0.00005388718,0.00003817927],"category_scores_gemma":[0.001521513,0.0001849846,0.0002398182,0.0002073713,0.0002054671,0.0001369006,0.0001663022,0.0001914243,0.000006454138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347396,"about_ca_system_score_gemma":0.0001168284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000637609,"about_ca_topic_score_gemma":0.00001950659,"domain_scores_codex":[0.998597,0.0001004943,0.0004994998,0.0003170708,0.0002195253,0.0002664065],"domain_scores_gemma":[0.9978896,0.001584912,0.00008530971,0.0001739718,0.000145755,0.0001204785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007705537,0.0001865902,0.9864875,0.000311725,0.0001663863,0.00001676268,0.0004374154,0.00004322556,0.0001115857,0.001975779,0.007800541,0.002385454],"study_design_scores_gemma":[0.002059087,0.0000934428,0.9911934,0.001054973,0.0003348989,0.00002830909,0.0004570561,0.001995341,0.0002371051,0.0008782027,0.001512546,0.0001556188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603812,0.01668183,0.00720334,0.007884152,0.001245314,0.0006228941,0.0002190497,0.00006801258,0.005694174],"genre_scores_gemma":[0.9972022,0.0006738941,0.0005840503,0.0007125059,0.0001253111,0.00004834657,0.0001305104,0.00001578696,0.0005074252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03682094,"threshold_uncertainty_score":0.7543452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2340966589","doi":"10.1016/j.diii.2016.02.016","title":"Cardiac CT and MRI of cardiac malformations: How to interpret them?","year":2016,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Magnetic resonance imaging; Radiology; Computed tomography; Atrioventricular valve; Heart disease; Tomography; Great vessels; Cardiology","authors":[{"name":"C. Lapierre","is_ca":true},{"name":"Laurent Garel","is_ca":true},{"name":"Ramy El-Jalbout","is_ca":true},{"name":"Amélie Damphousse","is_ca":true},{"name":"Johanne Déry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02599244825565102,"gpt":0.3353838624409173,"spread":0.3093914141852663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001950305,0.0002716763,0.001164669,0.0001908994,0.00007073593,0.00005125225,0.00006201244,0.00002443982,0.0001028873],"category_scores_gemma":[0.001194491,0.0001952403,0.0006763424,0.00009806565,0.0001933563,0.0001466159,0.0002846998,0.0001252844,0.00005529333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005102748,"about_ca_system_score_gemma":0.0000813369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001034306,"about_ca_topic_score_gemma":4.995991e-7,"domain_scores_codex":[0.9988034,0.00008042772,0.000437799,0.0002910726,0.0001974374,0.0001898233],"domain_scores_gemma":[0.9981404,0.001261984,0.00009129266,0.0001941059,0.0001458801,0.0001663714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005515883,0.00003918577,0.002597957,0.009672968,0.0005482617,0.00001336037,0.00007756343,1.24483e-9,3.832299e-7,0.0002570698,0.0072945,0.9794933],"study_design_scores_gemma":[0.0001541016,0.00006953737,0.001946747,0.07119318,0.001550293,0.00009728262,0.0001564087,0.000003044967,0.000002504265,0.0001417513,0.924462,0.0002231877],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002602722,0.996008,0.0001098876,0.0005068867,0.000320524,0.0007990897,0.0009629599,0.0000217663,0.001010562],"genre_scores_gemma":[0.006078008,0.9926382,0.0001370579,0.00005630833,0.0001590914,0.0002337434,0.0001016632,0.00002943006,0.0005664374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.97927,"threshold_uncertainty_score":0.7961666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2619489141","doi":"10.1016/j.diii.2017.05.005","title":"Acute gastrointestinal bleeding: A slowly changing paradigm","year":2017,"lang":"en","type":"letter","venue":"Diagnostic and Interventional Imaging","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Gastrointestinal bleeding; Intensive care medicine; Gastroenterology","authors":[{"name":"Philippe Soyer","is_ca":false},{"name":"Audrey Fohlen","is_ca":false},{"name":"Anthony Dohan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02370344838147749,"gpt":0.2955658101427167,"spread":0.2718623617612392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002493654,0.0006524371,0.0008171345,0.0005161231,0.00043905,0.0004123715,0.0002549987,0.0001316931,0.0003377365],"category_scores_gemma":[0.001138925,0.0005912197,0.0006652329,0.00008700883,0.000323582,0.0002533069,0.0002835346,0.001397319,0.0001353116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825555,"about_ca_system_score_gemma":0.0001072521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005962037,"about_ca_topic_score_gemma":0.000001080259,"domain_scores_codex":[0.9970565,0.0000382102,0.0005866358,0.0008607513,0.0005525889,0.0009052504],"domain_scores_gemma":[0.9977055,0.0008904116,0.0004910991,0.0004560256,0.0002090019,0.0002480045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004981304,0.0003425911,0.15464,0.0006418073,0.0006002236,0.0233509,0.00004634096,4.315661e-7,0.00003106038,0.0005429873,0.8173531,0.002400674],"study_design_scores_gemma":[0.01130296,0.005390093,0.2089356,0.1181054,0.0124457,0.1871348,0.0002026623,0.002681933,0.0002464681,0.007386701,0.4431028,0.003064889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01321896,0.003671795,0.002973469,0.9728245,0.001033809,0.001079344,0.0003209622,0.0002710597,0.004606078],"genre_scores_gemma":[0.5416906,0.0006726984,0.01939535,0.3888707,0.0191562,0.001158511,0.006106284,0.000620377,0.02232927],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5839538,"threshold_uncertainty_score":0.9996539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004089287","doi":"10.1016/j.diii.2012.03.006","title":"Imaging in infections of the left iliac fossa","year":2012,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Diverticulitis; Abscess; Radiology; Sigmoid colon; Iliac fossa; Differential diagnosis; Appendicitis; Perforation; Fistula; Pelvic inflammatory disease; Surgery; Rectum; Pathology","authors":[{"name":"V. Le Pennéc","is_ca":false},{"name":"E. Hourna","is_ca":false},{"name":"G Schmutz","is_ca":true},{"name":"Jean‐Pierre Pelage","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03505528530838224,"gpt":0.3455852273970118,"spread":0.3105299420886296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001312698,0.0001545123,0.000425371,0.000157127,0.00006199174,0.00002024446,0.00009654703,0.0000286276,0.00022181],"category_scores_gemma":[0.0003735859,0.0001095988,0.0005459752,0.0001492163,0.0001224327,0.00009818913,0.0001509369,0.0001912315,0.00002622231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005251781,"about_ca_system_score_gemma":0.00009395884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004506085,"about_ca_topic_score_gemma":0.000007057548,"domain_scores_codex":[0.9990315,0.00007125659,0.0004278294,0.000177252,0.0001392079,0.0001529906],"domain_scores_gemma":[0.9991361,0.000338116,0.0001527538,0.0002292611,0.00007188642,0.00007190686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001283604,0.0007175452,0.1994172,0.00547921,0.0001099405,0.000007003162,0.00003716092,2.453353e-7,6.557075e-7,0.002710671,0.0006787966,0.7908403],"study_design_scores_gemma":[0.0003662699,0.00001497185,0.176667,0.04337667,0.002794482,0.0003345536,0.00004895041,0.00004536841,0.000001542283,0.0006044122,0.7755425,0.0002032276],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001829332,0.9971926,0.0001934177,0.0002191051,0.0001876899,0.00041753,0.00004913665,0.00001251222,0.001545076],"genre_scores_gemma":[0.0535366,0.9456497,0.00003447401,0.0001163781,0.0001058853,0.0001207613,0.0001298411,0.00002416147,0.0002821445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.790637,"threshold_uncertainty_score":0.446931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}