{"meta":{"query_hash":"d1f0d8e34c10","filters":{"venue":"JVS-Vascular Insights"},"cohort_total":42,"direct_labels_cover":0,"predictions_cover":42,"exported":42,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/d1f0d8e34c10","api":"https://metacan.xera.ac/api/v1/cohort?venue=JVS-Vascular+Insights"},"results":[{"id":"W4317938234","doi":"10.1016/j.jvsvi.2023.100004","title":"Introducing JVS-Vascular Insights","year":2023,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"Computer science","score_opus":0.01366845957606444,"score_gpt":0.24752828634435672,"score_spread":0.23385982676829228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317938234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724551,0.0038442588,0.0007332679,0.001570827,0.0011795727,0.0016034708,0.0000058616497,0.0015397853,0.0170679],"genre_scores_gemma":[0.98519975,0.001250692,0.0009871201,0.0031839118,0.0018821086,0.00029466758,0.00044312692,0.0002012741,0.00655734],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952864,0.00023760911,0.00073941314,0.0013233369,0.0014998723,0.00091334817],"domain_scores_gemma":[0.9968153,0.000060610244,0.00014235704,0.0021074899,0.00023377311,0.0006404453],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040409455,0.00062227144,0.000914041,0.0007974308,0.00034207667,0.0001488103,0.00043886522,0.00023634038,0.00058640493],"category_scores_gemma":[0.00019028022,0.00051626074,0.00087718613,0.0017640014,0.0001640968,0.00043263877,0.00043287585,0.00046707387,0.004856939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017086514,0.008570747,0.016775178,0.009041591,0.028110377,0.026412034,0.0453283,0.026741132,0.1406243,0.04065467,0.41422024,0.24181278],"study_design_scores_gemma":[0.0039767134,0.00030445788,0.06323968,0.0003624784,0.0008578294,0.000031033407,0.0005158492,0.009709575,0.0018545239,0.0013415554,0.91689277,0.0009135105],"about_ca_topic_score_codex":0.000075112854,"about_ca_topic_score_gemma":0.000059997896,"teacher_disagreement_score":0.50267255,"about_ca_system_score_codex":0.0003204791,"about_ca_system_score_gemma":0.00014801371,"threshold_uncertainty_score":0.9997289},"labels":[],"label_agreement":null},{"id":"W4372193946","doi":"10.1016/j.jvsvi.2023.100014","title":"Case logging habits of integrated vascular surgery residents","year":2023,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Vascular surgery; Logging; Medicine; Family medicine; Demographics; Quarter (Canadian coin); Emergency medicine; Psychology; Demography; Surgery; Geography; Engineering","score_opus":0.05728634372342103,"score_gpt":0.29496724264203605,"score_spread":0.23768089891861502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372193946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959831,0.00067794824,0.00021334038,0.00007700894,0.00030975687,0.00028867612,0.000003906239,0.00032996913,0.0021162552],"genre_scores_gemma":[0.998926,0.00015789704,0.0001121514,0.00020339714,0.00011707473,0.000014162828,0.00015308242,0.000044017932,0.00027222035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792296,0.00016984165,0.00056298013,0.0003766477,0.0006284611,0.00033913145],"domain_scores_gemma":[0.99848455,0.0004411485,0.00011936225,0.0005024801,0.00021857662,0.00023388177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000641507,0.00021507154,0.0006206022,0.0005698256,0.00012895362,0.00002183982,0.00007499982,0.00017546177,0.0003101355],"category_scores_gemma":[0.0006174569,0.00017021046,0.00057923124,0.0012491702,0.000087955355,0.0001226733,0.000057823876,0.00024596078,0.00023521867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014534632,0.0025993765,0.47065166,0.004362028,0.011196064,0.2377902,0.016187284,0.012649874,0.010913947,0.006712302,0.011736319,0.21374747],"study_design_scores_gemma":[0.019058682,0.00034855906,0.6178627,0.0027709461,0.0015651162,0.0026367316,0.0030663083,0.052556116,0.014374297,0.001828049,0.28211546,0.0018170254],"about_ca_topic_score_codex":0.00027789065,"about_ca_topic_score_gemma":0.00003424514,"teacher_disagreement_score":0.27037916,"about_ca_system_score_codex":0.00005931225,"about_ca_system_score_gemma":0.00012298583,"threshold_uncertainty_score":0.6940981},"labels":[],"label_agreement":null},{"id":"W4390415052","doi":"10.1016/j.jvsvi.2023.100049","title":"Evaluating the progression of artificial intelligence and large language models in medicine through comparative analysis of ChatGPT-3.5 and ChatGPT-4 in generating vascular surgery recommendations","year":2023,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Computer science; Artificial intelligence; Medicine; Natural language processing; Linguistics; Cognitive science; Psychology; Philosophy","score_opus":0.15153710825143696,"score_gpt":0.4222761822466601,"score_spread":0.2707390739952231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390415052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911736,0.006015092,0.0013819193,0.0006397482,0.000046987654,0.0005177143,0.0000043034415,0.000019990657,0.00020063834],"genre_scores_gemma":[0.99691725,0.0018157413,0.0009350743,0.00010042763,0.000051829633,0.00004778235,0.00010803506,0.0000109592165,0.000012898283],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975342,0.0005579968,0.0008063028,0.00033700388,0.0005352897,0.0002291634],"domain_scores_gemma":[0.9979019,0.0013921435,0.00020380401,0.00033547613,0.00010856702,0.00005809329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024837628,0.0001768227,0.001337008,0.00063507305,0.00009058056,0.000011782317,0.00006482092,0.00009934092,0.000026162412],"category_scores_gemma":[0.00039421313,0.00011096942,0.00030849036,0.0021858197,0.00017452227,0.00013457717,0.00007103901,0.00019070224,8.489212e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063813286,0.0013433492,0.12206157,0.0013350765,0.007055353,0.0004726166,0.50422555,0.05296143,0.017137747,0.058772333,0.00007669965,0.23392014],"study_design_scores_gemma":[0.00088292133,0.00022458065,0.06702372,0.0009230776,0.0014248888,0.000009708659,0.018912142,0.9073021,0.0016410861,0.00078865787,0.0006007583,0.00026638192],"about_ca_topic_score_codex":0.00035775924,"about_ca_topic_score_gemma":0.0005308753,"teacher_disagreement_score":0.8543407,"about_ca_system_score_codex":0.000022565151,"about_ca_system_score_gemma":0.000046387293,"threshold_uncertainty_score":0.45252016},"labels":[],"label_agreement":null},{"id":"W4390480321","doi":"10.1016/j.jvsvi.2023.100050","title":"Practical and ethical challenges of maintaining vascular access in chronic kidney disease: A qualitative interview study","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dialysis; Psychological intervention; Quality of life (healthcare); Kidney disease; Arteriovenous fistula; Hemodialysis; Renal replacement therapy; Cohort; Surgery; Internal medicine; Psychiatry; Nursing","score_opus":0.17785908599513373,"score_gpt":0.4966784241203047,"score_spread":0.318819338125171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390480321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89393586,0.07998485,0.0027548748,0.018089967,0.0006792454,0.0034310427,0.000033721837,0.00019215957,0.0008982817],"genre_scores_gemma":[0.98929906,0.009375524,0.00015877745,0.0005621327,0.00021659746,0.00028775574,0.000020574176,0.000047171885,0.000032407876],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9930251,0.004347771,0.0008244149,0.00069809664,0.0005801327,0.0005244746],"domain_scores_gemma":[0.99760985,0.0011783391,0.00013630062,0.0005234207,0.00012345682,0.00042860652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003292683,0.00027919837,0.0007654417,0.00033340958,0.00023654063,0.000051027768,0.00023608776,0.00033617608,0.00022473953],"category_scores_gemma":[0.00073721266,0.00021566896,0.0003294791,0.00043122596,0.00014343268,0.00025167226,0.000410744,0.00166123,0.00004469649],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023251184,0.0016904323,0.0025773225,0.012094033,0.002902096,0.0009525596,0.73219204,0.000043798565,0.000117819625,0.23030281,0.001124494,0.015770052],"study_design_scores_gemma":[0.017974516,0.0040403204,0.19740704,0.035114806,0.006102866,0.000017784654,0.40019473,0.026672576,0.00007628628,0.09160353,0.21712083,0.0036747116],"about_ca_topic_score_codex":0.00032565213,"about_ca_topic_score_gemma":0.0012895885,"teacher_disagreement_score":0.33199733,"about_ca_system_score_codex":0.00042695308,"about_ca_system_score_gemma":0.0012755112,"threshold_uncertainty_score":0.8794725},"labels":[],"label_agreement":null},{"id":"W4392716767","doi":"10.1016/j.jvsvi.2024.100066","title":"Developing machine learning algorithms to predict outcomes following vascular surgery using the Vascular Quality Initiative database","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Society for Vascular Surgery; Physicians' Services Incorporated Foundation","keywords":"Leverage (statistics); Logistic regression; Computer science; Computation; Machine learning; Artificial intelligence; Field (mathematics); Electronic health record; Algorithm; Database; Data mining; Health care; Mathematics","score_opus":0.29865249998792137,"score_gpt":0.4492425614887613,"score_spread":0.15059006150083992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392716767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86521417,0.013261276,0.11491592,0.00210961,0.002756466,0.0012412277,0.000014679172,0.00037974867,0.00010688216],"genre_scores_gemma":[0.9885424,0.0008373077,0.006757147,0.0022815953,0.0008726191,0.00014359318,0.00036525526,0.00011832539,0.00008178509],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952855,0.00081215875,0.0011236471,0.00087550597,0.0012303889,0.0006728166],"domain_scores_gemma":[0.9969152,0.0013484799,0.00013585492,0.00092546304,0.00032340141,0.00035159552],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031082244,0.00045259713,0.00085432694,0.0005183064,0.00082391954,0.00022104391,0.00024357396,0.00022064289,0.00007415279],"category_scores_gemma":[0.0021458806,0.00031407396,0.001081445,0.0013572972,0.00009063767,0.0005370596,0.00017775204,0.00087357016,0.00015762856],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024924142,0.0013270058,0.510752,0.0073866313,0.021306263,0.0027259027,0.13139841,0.0071333298,0.0071562366,0.010669335,0.0023507162,0.2975449],"study_design_scores_gemma":[0.0011784513,0.00070006406,0.15169027,0.01440993,0.0070159896,0.00020744004,0.036099516,0.19879821,0.043184165,0.0064464384,0.5346752,0.0055943266],"about_ca_topic_score_codex":0.0034364518,"about_ca_topic_score_gemma":0.00026921078,"teacher_disagreement_score":0.5323245,"about_ca_system_score_codex":0.0005617908,"about_ca_system_score_gemma":0.0010888709,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W4393084451","doi":"10.1016/j.jvsvi.2024.100062","title":"Addressing burnout in surgery and vascular surgery","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of British Columbia; University of Ottawa; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Burnout; Vascular surgery; Medicine; Surgery; Psychology; Cardiac surgery; Clinical psychology","score_opus":0.12718352272370084,"score_gpt":0.41179045812126125,"score_spread":0.28460693539756043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393084451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8472477,0.14324579,0.00022483025,0.0020046397,0.0041026217,0.00094646914,0.000019100764,0.00040330793,0.0018055171],"genre_scores_gemma":[0.979747,0.016084798,0.00018349683,0.0014581245,0.0013197728,0.00035127107,0.000104973056,0.00012580871,0.00062476104],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935799,0.0019557686,0.0014543154,0.0009690982,0.00084717013,0.00119373],"domain_scores_gemma":[0.994029,0.0044271233,0.00018500313,0.0007032912,0.00019581914,0.00045979925],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031368458,0.00046435656,0.0011308637,0.0010333146,0.000937258,0.000100301346,0.00018779836,0.00073536334,0.000493145],"category_scores_gemma":[0.00073692936,0.00035916464,0.00051537604,0.0009659623,0.00013416342,0.000543624,0.00026318294,0.0017401524,0.00039246288],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001699275,0.00069042447,0.48146185,0.028497593,0.0011731226,0.003547253,0.0318405,0.000048114834,0.0011742702,0.012572873,0.060787775,0.3780363],"study_design_scores_gemma":[0.0010197717,0.000037583475,0.27380714,0.060475845,0.0001681698,0.000023694656,0.0035394325,0.0031349636,0.00012954706,0.0064382204,0.64963526,0.0015903441],"about_ca_topic_score_codex":0.001414658,"about_ca_topic_score_gemma":0.0008561047,"teacher_disagreement_score":0.5888475,"about_ca_system_score_codex":0.00026690794,"about_ca_system_score_gemma":0.001490166,"threshold_uncertainty_score":0.99988604},"labels":[],"label_agreement":null},{"id":"W4393999425","doi":"10.1016/j.jvsvi.2024.100078","title":"A narrative review of the role of endoscopically assisted in situ bypass in the modern era of limb salvage vascular bypass","year":2024,"lang":"en","type":"review","venue":"JVS-Vascular Insights","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Kingston General Hospital; Queen's University","funders":"","keywords":"Narrative; Medicine; In situ; Bypass surgery; Surgery; Artery; Literature; Chemistry; Art","score_opus":0.021099621644946748,"score_gpt":0.3053884534915417,"score_spread":0.2842888318465949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393999425","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017859472,0.98993516,0.000013270195,0.00027859962,0.00013261875,0.0048290035,0.000026366099,0.000022755785,0.002976293],"genre_scores_gemma":[0.009863847,0.9885691,0.00012988795,0.00049412565,0.00007516659,0.0006028715,0.00011066602,0.0000752913,0.00007905198],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936034,0.001702831,0.0020925081,0.0007318505,0.0015007391,0.00036865537],"domain_scores_gemma":[0.9966918,0.00016353687,0.0007586468,0.0020949945,0.00019135138,0.00009966771],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008927093,0.0006892291,0.003750614,0.00033405886,0.000038293114,0.000020717853,0.0010049538,0.00030587465,0.00005357365],"category_scores_gemma":[0.00025026422,0.00034986768,0.0026112737,0.0017311845,0.00022423438,0.00009218313,0.00039666318,0.0011285566,0.000015915542],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007126747,0.002759328,0.000051735165,0.6005859,0.006947287,0.00039646938,0.010938399,0.000013125003,0.0005479814,0.0014128665,0.001236796,0.37503886],"study_design_scores_gemma":[0.001147307,0.00024402095,0.0010816532,0.35464865,0.008245498,0.000027747854,0.00032260723,0.00008220002,0.00003727513,0.00057883473,0.6331667,0.00041754503],"about_ca_topic_score_codex":0.00011701593,"about_ca_topic_score_gemma":0.00028432647,"teacher_disagreement_score":0.6319299,"about_ca_system_score_codex":0.0002735482,"about_ca_system_score_gemma":0.00058863976,"threshold_uncertainty_score":0.99989533},"labels":[],"label_agreement":null},{"id":"W4396622954","doi":"10.1016/j.jvsvi.2024.100085","title":"Increasing early career surgeon engagement in the Society for Vascular Surgery: A report of the Society’s Young Surgeons Section Steering Committee","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Section (typography); Steering committee; Medicine; Medical education; Engineering; Business; Engineering management","score_opus":0.041506315648752214,"score_gpt":0.2648370671739271,"score_spread":0.22333075152517487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396622954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896483,0.003042402,0.0008043779,0.0015441347,0.0022644931,0.00090425677,0.000009805289,0.00009631885,0.0016859269],"genre_scores_gemma":[0.99839175,0.0005982638,0.000112576665,0.00026047046,0.0003582896,0.000064183856,0.00002581589,0.000021921078,0.00016670782],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959544,0.0009528591,0.00044182912,0.0003974232,0.0017928007,0.00046070665],"domain_scores_gemma":[0.99788034,0.0011304683,0.00013524224,0.0005373026,0.00024055403,0.000076101045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013877676,0.0001952672,0.00036607712,0.0000870057,0.0011811863,0.00026017433,0.00055676996,0.00021602502,0.000023182754],"category_scores_gemma":[0.00049375935,0.00013335934,0.0024808717,0.0010261927,0.0003678087,0.00032090748,0.00015785641,0.0004919306,0.0000021264848],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037339018,0.0004364212,0.27972025,0.0012648039,0.004770411,0.00030842167,0.6179634,0.00030172174,0.00077722035,0.017954994,0.070866406,0.0055986433],"study_design_scores_gemma":[0.0004921491,0.00003610002,0.09813578,0.0006032178,0.00079537404,0.00002228783,0.10342704,0.00040307315,0.00007719034,0.0008400429,0.7947477,0.00042001347],"about_ca_topic_score_codex":0.018140005,"about_ca_topic_score_gemma":0.008689076,"teacher_disagreement_score":0.7238813,"about_ca_system_score_codex":0.0003059638,"about_ca_system_score_gemma":0.00040808495,"threshold_uncertainty_score":0.9883983},"labels":[],"label_agreement":null},{"id":"W4397007149","doi":"10.1016/j.jvsvi.2024.100083","title":"Exploring work-life integration in vascular surgery and surgery","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Western University; Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"","keywords":"Work (physics); Vascular surgery; Medicine; Surgery; General surgery; Cardiac surgery; Engineering; Mechanical engineering","score_opus":0.12571349503468146,"score_gpt":0.2697260817323445,"score_spread":0.14401258669766306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397007149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796364,0.014144978,0.000353128,0.0011220513,0.0018527561,0.00018252828,7.3508926e-7,0.0001782763,0.002529181],"genre_scores_gemma":[0.98753566,0.01132616,0.000042231713,0.00036494242,0.0005337198,0.000029371116,0.000016699387,0.000015202945,0.00013603648],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977755,0.00034276245,0.00026837052,0.00036789777,0.0009228622,0.00032259518],"domain_scores_gemma":[0.99884194,0.0006558285,0.000031398657,0.0002013993,0.00006645489,0.00020299625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025367634,0.00014873907,0.0003328674,0.00050126674,0.00026333495,0.00027909453,0.00015720943,0.00012717384,0.00009867014],"category_scores_gemma":[0.0006224813,0.00013387436,0.0002535413,0.0011230159,0.00021803458,0.00094804063,0.00005970641,0.00026260287,0.000069178066],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081599224,0.00034080687,0.075007305,0.00076679775,0.00085938483,0.001983016,0.25150585,0.00013952951,0.00015272583,0.09312425,0.04876442,0.5272743],"study_design_scores_gemma":[0.0003592065,0.000022328086,0.07220424,0.0026691116,0.00020743477,0.0000022561408,0.04534637,0.0001958615,0.00015766638,0.0029715141,0.8750411,0.0008228991],"about_ca_topic_score_codex":0.0013508797,"about_ca_topic_score_gemma":0.001112164,"teacher_disagreement_score":0.8262767,"about_ca_system_score_codex":0.00011952783,"about_ca_system_score_gemma":0.00022633838,"threshold_uncertainty_score":0.54592377},"labels":[],"label_agreement":null},{"id":"W4399368175","doi":"10.1016/j.jvsvi.2024.100098","title":"Endovascular management options and techniques for ruptured thoracoabdominal aortic aneurysm","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Aortic aneurysm; Aneurysm; Aortic rupture; Endovascular treatment; Radiology; Cardiology; Internal medicine","score_opus":0.018005588543270605,"score_gpt":0.2837364967502433,"score_spread":0.2657309082069727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399368175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83230674,0.10299553,0.03589708,0.0017037699,0.00049506704,0.008267032,0.000039964598,0.0018420363,0.016452799],"genre_scores_gemma":[0.97563934,0.0017688974,0.019213881,0.000217601,0.00025986787,0.0009913931,0.00015935619,0.000065530236,0.0016841383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986127,0.000035029974,0.00025206155,0.0005268533,0.00030757702,0.00026575854],"domain_scores_gemma":[0.99926317,0.00004139418,0.000027963364,0.00043530914,0.0000461239,0.000186071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014148791,0.00025346578,0.00032556438,0.00023187211,0.00013650108,0.000099603785,0.00006852524,0.00010484043,0.000032634667],"category_scores_gemma":[0.000014506762,0.00018689752,0.00040553164,0.00021488596,0.000089726316,0.00014850128,0.000056057426,0.00011348583,0.00002982477],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010213415,0.0043506287,0.001585548,0.013331882,0.023977818,0.013074254,0.0038768824,0.000019182053,0.009764332,0.2942666,0.009861947,0.6248696],"study_design_scores_gemma":[0.011105166,0.0024439152,0.029146185,0.0029329811,0.03840983,0.0016809634,0.001786939,0.018440586,0.043477714,0.053856693,0.79424614,0.0024729082],"about_ca_topic_score_codex":0.000008322377,"about_ca_topic_score_gemma":0.0000024460971,"teacher_disagreement_score":0.7843842,"about_ca_system_score_codex":0.00005654639,"about_ca_system_score_gemma":0.000042256546,"threshold_uncertainty_score":0.762146},"labels":[],"label_agreement":null},{"id":"W4399368333","doi":"10.1016/j.jvsvi.2024.100102","title":"Review of the use of parenteral direct thrombin inhibitors in carotid endarterectomy in patients with a history of heparin-induced thrombocytopenia","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heparin-induced thrombocytopenia; Discovery and development of direct thrombin inhibitors; Carotid endarterectomy; Medicine; Heparin; Thrombin; Platelet; Anesthesia; Internal medicine; Pharmacology; Carotid arteries","score_opus":0.03946276398225678,"score_gpt":0.25218540309055987,"score_spread":0.21272263910830308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399368333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870592,0.008402093,9.852453e-7,0.000074810916,0.0006134477,0.0020230864,0.000017704953,0.000033404183,0.001775319],"genre_scores_gemma":[0.99743074,0.0020425918,0.000093110386,0.00017519282,0.000032277843,0.000067977904,0.000036319732,0.0000581773,0.00006362414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99659044,0.00035016262,0.0012904855,0.00061140436,0.0007873872,0.00037012776],"domain_scores_gemma":[0.9980642,0.00013381279,0.00033587884,0.0010933874,0.0002544492,0.00011825901],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035234346,0.00041618885,0.0018849339,0.0004619044,0.000023312285,0.00001174753,0.00029861802,0.00019511103,0.00009520916],"category_scores_gemma":[0.00016888126,0.0002677942,0.00051840936,0.0011131358,0.00024735054,0.0004326131,0.00017603055,0.0005221141,0.0000070737574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004240104,0.003948713,0.8669357,0.030540323,0.0019728728,0.00007935357,0.009301725,0.000021583483,0.07994577,0.00091539766,0.0034257888,0.0024887805],"study_design_scores_gemma":[0.0042390632,0.00087330776,0.8839273,0.050486866,0.0006486538,0.000010372889,0.000036439116,0.000051439423,0.044091143,0.000023957082,0.015177075,0.00043442613],"about_ca_topic_score_codex":0.002171757,"about_ca_topic_score_gemma":0.0010926793,"teacher_disagreement_score":0.035854634,"about_ca_system_score_codex":0.0007758506,"about_ca_system_score_gemma":0.00081957626,"threshold_uncertainty_score":0.9999774},"labels":[],"label_agreement":null},{"id":"W4402511326","doi":"10.1016/j.jvsvi.2024.100135","title":"Validity testing of the APDVS Medical Student Curriculum eBook demonstrates increased knowledge and self-perceived competence among medical students","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"Boston Children's Hospital","keywords":"Competence (human resources); Curriculum; Medical education; Psychology; Medicine; Pedagogy; Social psychology","score_opus":0.01711764997654998,"score_gpt":0.3330315693984194,"score_spread":0.3159139194218694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402511326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944459,0.0015439397,0.00016857241,0.00043670804,0.001002311,0.00078031357,0.0000014042294,0.00019331223,0.0014274978],"genre_scores_gemma":[0.99759614,0.00019037952,0.0011536208,0.00045175993,0.00041252343,0.000079075195,0.000018563902,0.000033227912,0.0000647238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99456745,0.00042507282,0.00080016744,0.00053179037,0.0033577806,0.0003177187],"domain_scores_gemma":[0.9979453,0.00049192394,0.0001289864,0.0005630866,0.00049895985,0.00037175277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021625103,0.00027968345,0.00049591763,0.00020947224,0.00024784618,0.00008260995,0.00069676846,0.0003603333,0.00020106358],"category_scores_gemma":[0.004038394,0.00017458551,0.0001693921,0.0010361118,0.0007684977,0.00013233698,0.00042752462,0.0009808767,0.000030357587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008660621,0.0034109387,0.9730584,0.0013131851,0.00072876754,0.00025156807,0.005295144,0.0000014793351,0.0006944411,0.0022147545,0.0018270885,0.011195547],"study_design_scores_gemma":[0.0014043497,0.00018039694,0.960352,0.003925542,0.00054684334,0.00020221726,0.000759581,0.027288802,0.00045170521,0.00024024655,0.0043817824,0.00026654688],"about_ca_topic_score_codex":0.00020723513,"about_ca_topic_score_gemma":0.0000681592,"teacher_disagreement_score":0.027287321,"about_ca_system_score_codex":0.00018580341,"about_ca_system_score_gemma":0.00120322,"threshold_uncertainty_score":0.71193904},"labels":[],"label_agreement":null},{"id":"W4402635766","doi":"10.1016/j.jvsvi.2024.100138","title":"The overall outcome of aortoduodenal syndrome following endovascular vs open surgical interventions","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Psychological intervention; Medicine; Intensive care medicine; Psychiatry","score_opus":0.03977812348998272,"score_gpt":0.34643108605137213,"score_spread":0.3066529625613894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402635766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765505,0.01634879,0.00043704195,0.0005278343,0.00083877123,0.0013376983,0.000006797556,0.0001904928,0.0037620496],"genre_scores_gemma":[0.9933692,0.00027612463,0.0005743578,0.00007128968,0.00009280819,0.00013192263,0.000050514347,0.00006767671,0.0053660837],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969265,0.00021651314,0.000991795,0.0005867749,0.0008756015,0.00040279975],"domain_scores_gemma":[0.99824804,0.00025292262,0.000113993665,0.0010900947,0.00008148087,0.00021348412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007033014,0.00031920435,0.0008128074,0.00016619252,0.00024941718,0.00018518674,0.0004972497,0.0001528586,0.00020281221],"category_scores_gemma":[0.00015239038,0.00019328285,0.0025480865,0.00036510068,0.00013783433,0.0003099043,0.00042672292,0.000363069,0.00022806099],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024956716,0.011778551,0.22646952,0.011430748,0.13032587,0.36580953,0.007987013,0.0004789976,0.0031228065,0.18305816,0.012508382,0.044534743],"study_design_scores_gemma":[0.030121664,0.006063771,0.28750992,0.010112622,0.017907998,0.01944458,0.00070055795,0.0074331886,0.0020852075,0.008911682,0.6074367,0.0022721288],"about_ca_topic_score_codex":0.00021961382,"about_ca_topic_score_gemma":0.000034405784,"teacher_disagreement_score":0.5949283,"about_ca_system_score_codex":0.00018283306,"about_ca_system_score_gemma":0.00014086463,"threshold_uncertainty_score":0.7881846},"labels":[],"label_agreement":null},{"id":"W4403695184","doi":"10.1016/j.jvsvi.2024.100151","title":"The carbon footprint of the vascular surgery operating room","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Langara College; University of British Columbia","funders":"Doctors of BC","keywords":"Carbon footprint; Footprint; Environmental science; Medicine; Geography; Geology; Greenhouse gas; Archaeology; Oceanography","score_opus":0.03519652970528915,"score_gpt":0.2623876491020272,"score_spread":0.22719111939673808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403695184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852543,0.007135556,0.000014451515,0.0010707565,0.00087868015,0.00037185466,0.0000017465287,0.00005390661,0.005218778],"genre_scores_gemma":[0.99794126,0.001397909,0.000028976738,0.00021910634,0.00017601278,0.000032791268,0.0000023590783,0.000027841465,0.00017372005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981332,0.00018586432,0.00036187575,0.00031317296,0.0006141235,0.0003917719],"domain_scores_gemma":[0.99879897,0.0002926561,0.00006731172,0.0007110775,0.000013704762,0.000116279145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008337056,0.0001697118,0.0002170009,0.000033719065,0.00041232244,0.00010785536,0.00033540715,0.00008853462,0.00009459116],"category_scores_gemma":[0.00014256558,0.00008579166,0.0003353305,0.00043193297,0.00014294205,0.00006709856,0.00032441842,0.0002389731,0.00007166557],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008241316,0.0010763278,0.14318053,0.0031189348,0.001877876,0.0004702159,0.075585976,0.01990116,0.18528329,0.014715353,0.02531483,0.5293931],"study_design_scores_gemma":[0.0005141115,0.00012265792,0.25119358,0.0012139073,0.00026743585,0.000038844883,0.0011490585,0.023059791,0.039315175,0.0050497404,0.6771436,0.0009321495],"about_ca_topic_score_codex":0.0011826357,"about_ca_topic_score_gemma":0.0011697364,"teacher_disagreement_score":0.6518287,"about_ca_system_score_codex":0.00016420118,"about_ca_system_score_gemma":0.000047937003,"threshold_uncertainty_score":0.3498482},"labels":[],"label_agreement":null},{"id":"W4406565283","doi":"10.1016/j.jvsvi.2025.100184","title":"Global trends and insights in vascular surgery research from 2000 to 2023","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Western University; University of Toronto","funders":"","keywords":"Medicine","score_opus":0.033052812643743615,"score_gpt":0.33283067497501007,"score_spread":0.29977786233126646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406565283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97200763,0.013414105,0.000076108336,0.0009448967,0.000309183,0.00066941587,0.000013683522,0.00011779363,0.012447209],"genre_scores_gemma":[0.994583,0.00069222995,0.00057536556,0.0006810044,0.00013405031,0.00015304389,0.0001232107,0.000037616326,0.0030204882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959381,0.000475559,0.0006815389,0.0010913186,0.0011183716,0.0006951117],"domain_scores_gemma":[0.99768084,0.00038064114,0.000056098997,0.0012144559,0.00021246327,0.00045546942],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005359892,0.00038799163,0.00092104287,0.0013793386,0.00019216107,0.000070513306,0.00020533612,0.00034253628,0.00019195661],"category_scores_gemma":[0.00042116074,0.000321885,0.00036276097,0.0035209656,0.00018438928,0.0001719778,0.00028855423,0.000386414,0.00024180415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016591637,0.0046881246,0.73120326,0.00058917433,0.0058461176,0.01371112,0.009345278,0.00019305745,0.0016752763,0.0042411196,0.09586631,0.13098198],"study_design_scores_gemma":[0.002720947,0.0001815613,0.8898579,0.00057337567,0.00028939435,0.000016339298,0.00031734965,0.00034688046,0.00033042027,0.0028835703,0.102136396,0.00034587766],"about_ca_topic_score_codex":0.0033662724,"about_ca_topic_score_gemma":0.002027335,"teacher_disagreement_score":0.1586546,"about_ca_system_score_codex":0.000828323,"about_ca_system_score_gemma":0.0005494524,"threshold_uncertainty_score":0.99992335},"labels":[],"label_agreement":null},{"id":"W4406565284","doi":"10.1016/j.jvsvi.2025.100185","title":"Five-year mortality in uncomplicated type B aortic dissections with high-risk anatomic features: A 15-year retrospective review","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Foothills Medical Centre; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Retrospective cohort study; Surgery","score_opus":0.011140544918809994,"score_gpt":0.2762876354108729,"score_spread":0.2651470904920629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406565284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807835,0.011690292,0.00005318509,0.00030567116,0.00008205095,0.0014327075,0.00001489621,0.00014333634,0.0054943124],"genre_scores_gemma":[0.9933015,0.0048517394,0.00023222656,0.0003042362,0.000044188204,0.00015620184,0.00019979541,0.000030094421,0.0008799973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826986,0.00012708362,0.00034734348,0.00061383826,0.0003596414,0.00028222962],"domain_scores_gemma":[0.998648,0.00003704356,0.00011450267,0.0008697386,0.00017510602,0.00015564659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012735205,0.00029359228,0.0006881128,0.0002084555,0.00013478738,0.00002547724,0.00011931899,0.00012417394,0.0001038468],"category_scores_gemma":[0.00013284765,0.00020338774,0.00021725152,0.0014571395,0.00011750972,0.00010392865,0.000047954658,0.00036594106,0.00007892492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056658615,0.0021014044,0.97248834,0.0014154846,0.0045967875,0.00033907095,0.0004609481,0.000029070534,0.00008711322,0.013339117,0.0038655994,0.0007104497],"study_design_scores_gemma":[0.0027590357,0.00028886567,0.98885727,0.001843424,0.0026053113,0.000007405,0.00018030351,0.00006629552,0.00020879148,0.002277673,0.0006764573,0.00022915164],"about_ca_topic_score_codex":0.0011187457,"about_ca_topic_score_gemma":0.0009859286,"teacher_disagreement_score":0.016368918,"about_ca_system_score_codex":0.000289631,"about_ca_system_score_gemma":0.00025593038,"threshold_uncertainty_score":0.8293911},"labels":[],"label_agreement":null},{"id":"W4406634470","doi":"10.1016/j.jvsvi.2025.100191","title":"Endovascular revascularization vs open bypass surgery for patients with chronic limb-threatening ischemia: A systematic review and meta-analysis of randomized controlled trials","year":2025,"lang":"en","type":"review","venue":"JVS-Vascular Insights","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Randomized controlled trial; Revascularization; Meta-analysis; Bypass surgery; Critical limb ischemia; Ischemia; Surgery; Limb ischemia; Internal medicine; Artery","score_opus":0.061439505813630585,"score_gpt":0.3381900710507621,"score_spread":0.2767505652371315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406634470","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000042275115,0.9213522,0.0021306083,0.00007688296,0.00005852558,0.07610132,0.00012612455,0.000051829167,0.00009825387],"genre_scores_gemma":[0.000040443767,0.953281,0.00046619834,0.00038312675,0.000044806035,0.041450772,0.0033260675,0.000107469554,0.0009001094],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9816033,0.007896388,0.0072495965,0.0013957723,0.0013917891,0.00046312425],"domain_scores_gemma":[0.98371583,0.006896606,0.00566088,0.002334247,0.0011295548,0.00026287852],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.014670059,0.0013969673,0.106848255,0.0016213077,0.00016310092,0.00021998308,0.0005684476,0.00040686212,0.00019450841],"category_scores_gemma":[0.011542429,0.00068046397,0.040856194,0.002071176,0.00013436757,0.0002679324,0.00033511434,0.0002806311,0.000004265067],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027836424,0.0001873824,6.564483e-7,0.49787882,0.49843946,0.0000084886005,0.0000091638785,0.0000051192233,5.054332e-8,0.00005632467,0.00008590128,0.00054499373],"study_design_scores_gemma":[0.089201696,0.00010741244,9.157917e-7,0.13315845,0.7646525,0.0000024083722,0.0000017213198,0.00008907632,4.876981e-7,0.000007671895,0.012303299,0.00047439046],"about_ca_topic_score_codex":0.00003861848,"about_ca_topic_score_gemma":0.000016972816,"teacher_disagreement_score":0.36472037,"about_ca_system_score_codex":0.0003343302,"about_ca_system_score_gemma":0.00081366865,"threshold_uncertainty_score":0.99987805},"labels":[],"label_agreement":null},{"id":"W4407010501","doi":"10.1016/j.jvsvi.2025.100194","title":"Long-term outcomes of neoaortoiliac system for treatment of aortic graft infection","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Infectious Aortic and Vascular Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Calgary","funders":"","keywords":"Term (time); Medicine; Surgery; Cardiology; Internal medicine","score_opus":0.019323952094792943,"score_gpt":0.3034316082774099,"score_spread":0.28410765618261696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407010501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980065,0.000947738,0.015274046,0.00004616589,0.0005460592,0.0014876027,0.00001204426,0.00009749026,0.0015238957],"genre_scores_gemma":[0.9984417,0.00019759327,0.00020353947,0.00003352772,0.000065121174,0.00024922995,0.00009525193,0.00002256648,0.0006914809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998609,0.000055787812,0.00060821173,0.00028259284,0.00023649653,0.000207918],"domain_scores_gemma":[0.99872756,0.000087420805,0.00018609017,0.00060456287,0.0003187149,0.00007567579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009898856,0.00022331033,0.0008273793,0.00036758717,0.000121770216,0.000009210625,0.000049573282,0.00015847805,0.00002308296],"category_scores_gemma":[0.00006044982,0.00016612814,0.0010051752,0.00032717106,0.00008819463,0.00006629566,0.000017619423,0.000046275945,0.000008773727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014797905,0.0023587218,0.9531059,0.00370625,0.007525191,0.000028512773,0.0007384785,0.00007575968,0.005528882,0.014276467,0.00011162969,0.01239618],"study_design_scores_gemma":[0.0062950174,0.001083478,0.9485403,0.0005454633,0.003968049,0.000023857912,0.000070555376,0.00050038815,0.036499918,0.00024956447,0.0020179108,0.00020555609],"about_ca_topic_score_codex":0.00030694949,"about_ca_topic_score_gemma":0.00013731205,"teacher_disagreement_score":0.030971037,"about_ca_system_score_codex":0.00023865543,"about_ca_system_score_gemma":0.00017604721,"threshold_uncertainty_score":0.6774509},"labels":[],"label_agreement":null},{"id":"W4407731002","doi":"10.1016/j.jvsvi.2025.100204","title":"The association between aortic and intracranial aneurysms: A systematic review","year":2025,"lang":"en","type":"review","venue":"JVS-Vascular Insights","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Medicine; Cardiology; Internal medicine; Psychology","score_opus":0.018939393773342642,"score_gpt":0.2955159377552211,"score_spread":0.2765765439818785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407731002","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014924633,0.9907913,0.000020895086,0.000416231,0.00020223002,0.0066955183,0.000023030017,0.00011490176,0.0017209229],"genre_scores_gemma":[0.00003441737,0.994029,0.000034769088,0.00025399216,0.00037815154,0.0013548943,0.00027827345,0.000049250422,0.003587263],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963106,0.00067906507,0.0013901314,0.000580755,0.0006544124,0.00038506635],"domain_scores_gemma":[0.9964165,0.001326138,0.00077167794,0.0010909827,0.00023489722,0.00015981706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000585077,0.00059147226,0.0035576907,0.00017383773,0.0005221499,0.00013699291,0.00032182742,0.00041153416,0.000017617731],"category_scores_gemma":[0.0009708716,0.0003262414,0.0011348225,0.0006830801,0.00006435594,0.00006580261,0.00010067581,0.0006066899,0.00019656228],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025244767,0.00007766257,0.000010643661,0.9081927,0.0023778062,0.000038952396,0.00003611588,7.602563e-9,8.8208346e-8,0.0008740414,0.0006173456,0.08777211],"study_design_scores_gemma":[0.00033359553,0.00011163492,0.000058852755,0.45085227,0.0528742,0.00012322687,0.0000060495904,0.0000051878014,1.5984543e-7,0.00019591143,0.49512243,0.00031646018],"about_ca_topic_score_codex":0.000013828851,"about_ca_topic_score_gemma":0.000012431328,"teacher_disagreement_score":0.49450508,"about_ca_system_score_codex":0.00039934003,"about_ca_system_score_gemma":0.00036611862,"threshold_uncertainty_score":0.99991894},"labels":[],"label_agreement":null},{"id":"W4408240499","doi":"10.1016/j.jvsvi.2025.100207","title":"Multifaceted program to improve discharge on antiplatelets and statin medications","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland","funders":"","keywords":"Statin; Medicine; Internal medicine","score_opus":0.007259058384881861,"score_gpt":0.2946061644469985,"score_spread":0.28734710606211666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408240499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778536,0.00081884925,0.00040150326,0.0067720045,0.00024340396,0.0020775758,0.0000071494123,0.00022356899,0.011602342],"genre_scores_gemma":[0.98807573,0.00023744511,0.0025344647,0.0028650265,0.00009360399,0.00030253414,0.000076141434,0.000028348526,0.005786727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985843,0.00008189708,0.00028235515,0.00042155889,0.00036785295,0.0002620375],"domain_scores_gemma":[0.9988902,0.00023139817,0.000038191054,0.00047013597,0.000087992375,0.00028203288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018039602,0.00019989077,0.0005787158,0.00021894243,0.00012900626,0.00004199316,0.00007534691,0.00012886558,0.000035790647],"category_scores_gemma":[0.00025464402,0.00013977884,0.00026529745,0.00038010973,0.00007386206,0.000050161994,0.000044348377,0.00019527497,0.00009028095],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001200653,0.0043111574,0.036521927,0.0013907606,0.0050581708,0.0012593326,0.0075716074,0.00003701265,0.027124293,0.13289595,0.0068932744,0.77573586],"study_design_scores_gemma":[0.0035095785,0.00045619477,0.16585141,0.00025288784,0.00033464778,0.000019123569,0.00018352714,0.000732266,0.0044881976,0.00011312598,0.82377315,0.00028588492],"about_ca_topic_score_codex":0.000036317317,"about_ca_topic_score_gemma":0.000009993368,"teacher_disagreement_score":0.81687987,"about_ca_system_score_codex":0.00004128552,"about_ca_system_score_gemma":0.000074550204,"threshold_uncertainty_score":0.5700016},"labels":[],"label_agreement":null},{"id":"W4408252037","doi":"10.1016/j.jvsvi.2025.100208","title":"Systematic review and meta-analysis of cardiovascular events after endovascular aneurysm repair vs open surgical repair","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto; McMaster University; Université de Montréal","funders":"","keywords":"Medicine; Endovascular aneurysm repair; Meta-analysis; Aneurysm; Surgery; Internal medicine; Abdominal aortic aneurysm","score_opus":0.024342888353652337,"score_gpt":0.2939069987258606,"score_spread":0.2695641103722083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408252037","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07778112,0.9088787,0.0002249524,0.0003665196,0.00009513924,0.010197996,0.00003877358,0.0004363748,0.001980443],"genre_scores_gemma":[0.946448,0.03361084,0.0034683612,0.0033325474,0.000049926915,0.0042356714,0.00021884547,0.00016517409,0.008470597],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99290985,0.0015213775,0.0021247517,0.0014937434,0.001454402,0.0004959024],"domain_scores_gemma":[0.9941113,0.00024709335,0.00041833482,0.0044097686,0.00047879497,0.0003347012],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0021339406,0.0007363742,0.009065468,0.0007096585,0.00014335406,0.000037104917,0.0004857533,0.00029412395,0.0003686091],"category_scores_gemma":[0.000554274,0.0004956228,0.014953495,0.0022332838,0.00018077724,0.00027562468,0.000649351,0.00031251172,0.00003527733],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012280184,0.00059245736,0.0014705365,0.10607617,0.88737696,0.0036624144,0.00013014414,0.00004403941,0.0000025527825,0.00024831807,0.00026551564,0.000008088164],"study_design_scores_gemma":[0.0022903397,0.00019774289,0.004908068,0.0030428234,0.9839353,0.00040831603,0.000030893538,0.00035728092,0.000054031774,0.00005415787,0.00432831,0.00039274726],"about_ca_topic_score_codex":0.00033764236,"about_ca_topic_score_gemma":0.000026326104,"teacher_disagreement_score":0.87526786,"about_ca_system_score_codex":0.00017118746,"about_ca_system_score_gemma":0.0001790511,"threshold_uncertainty_score":0.99974954},"labels":[],"label_agreement":null},{"id":"W4408287512","doi":"10.1016/j.jvsvi.2025.100209","title":"Incidence of mortality and surgical reintervention following thoracic endovascular aortic repair for uncomplicated type B aortic dissection","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Calgary; Queen's University","funders":"","keywords":"Aortic repair; Medicine; Aortic dissection; Incidence (geometry); Surgery; Intervention (counseling); Dissection (medical); Internal medicine; Cardiology; Aorta; Nursing","score_opus":0.0434704464860155,"score_gpt":0.3594832712033769,"score_spread":0.3160128247173614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408287512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913645,0.0043890914,0.002421535,0.00004874564,0.0001484387,0.0010493094,0.0000018949219,0.00013885862,0.0004376371],"genre_scores_gemma":[0.99870175,0.00012657541,0.00056546443,0.00002423498,0.000040059513,0.0001249531,0.000108327484,0.00001839568,0.00029023667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984376,0.00009572045,0.00050321023,0.00046370487,0.0002992222,0.00020055767],"domain_scores_gemma":[0.9990158,0.0000850851,0.000113762755,0.00052981457,0.00014268135,0.0001128505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029643296,0.00019845508,0.0005028572,0.00015144388,0.00011558214,0.000018212768,0.00006278681,0.00011885611,0.000013109891],"category_scores_gemma":[0.00018331091,0.00015796685,0.00080664194,0.0004370286,0.000080813305,0.00013680026,0.00005231253,0.00009479196,0.0000035491453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024123103,0.004940033,0.91477615,0.0071959198,0.021333372,0.0006838748,0.0010005184,0.00008059016,0.009906416,0.010482158,0.0002529809,0.02693568],"study_design_scores_gemma":[0.006811452,0.001183322,0.9284041,0.0019983016,0.01221064,0.000048951784,0.00030726392,0.020604521,0.018462816,0.0076468033,0.0018023635,0.0005194503],"about_ca_topic_score_codex":0.00012789878,"about_ca_topic_score_gemma":0.000035458892,"teacher_disagreement_score":0.02641623,"about_ca_system_score_codex":0.00007714996,"about_ca_system_score_gemma":0.00008684654,"threshold_uncertainty_score":0.6441701},"labels":[],"label_agreement":null},{"id":"W4408349804","doi":"10.1016/j.jvsvi.2025.100211","title":"Canadian Vascular Surgeons' perspective on the impact on device representatives in the operating room","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Perspective (graphical); Medicine; Business; Computer science; Artificial intelligence","score_opus":0.25748432026709317,"score_gpt":0.5378454187525423,"score_spread":0.28036109848544916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408349804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8895198,0.0028124596,0.00000678033,0.030501975,0.00059385307,0.0015126184,0.000041864085,0.000051002102,0.07495966],"genre_scores_gemma":[0.97062415,0.00037040576,0.0000059858544,0.028162558,0.00020922019,0.0002023601,0.000020721078,0.000021538268,0.00038306284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933734,0.0044155074,0.0004213983,0.0006148498,0.00034854104,0.0008263339],"domain_scores_gemma":[0.996234,0.0024137448,0.00007988547,0.00069437746,0.00019787409,0.00038014428],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022210132,0.00040379568,0.0003950717,0.00032165676,0.0013429977,0.00011145892,0.0007669772,0.0005508198,0.0008568701],"category_scores_gemma":[0.0006804003,0.00022233359,0.00037311448,0.0010564858,0.00019981676,0.00013952107,0.00007273994,0.0036139372,0.00019762677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001074676,0.003132253,0.0732405,0.00022316494,0.005638238,0.0019594815,0.07905856,0.048946023,0.0022955849,0.6970526,0.077623084,0.009755851],"study_design_scores_gemma":[0.006089152,0.00075523753,0.25875577,0.00060897286,0.0007522998,0.00003978706,0.054236166,0.024053495,0.018328557,0.021503892,0.6131806,0.0016961165],"about_ca_topic_score_codex":0.061674792,"about_ca_topic_score_gemma":0.041739002,"teacher_disagreement_score":0.6755487,"about_ca_system_score_codex":0.0009534163,"about_ca_system_score_gemma":0.0008074847,"threshold_uncertainty_score":0.99995714},"labels":[],"label_agreement":null},{"id":"W4408392989","doi":"10.1016/j.jvsvi.2025.100193","title":"Comparing the use of carotid-subclavian bypass and subclavian-carotid transposition for zone 2 aortic repair","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Langara College; University of Toronto; University of British Columbia","funders":"","keywords":"Transposition (logic); Medicine; Aortic repair; Cardiology; Subclavian artery; Internal medicine; Aorta; Computer science","score_opus":0.049839103113374666,"score_gpt":0.2742741030657269,"score_spread":0.22443499995235225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408392989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99107784,0.0016292002,0.004385121,0.00047414628,0.0000825503,0.0018465548,0.000011207835,0.00010780757,0.00038558483],"genre_scores_gemma":[0.99711615,0.00013878015,0.0015313466,0.00031861715,0.00005668127,0.00022472837,0.00013321436,0.000024694951,0.00045576657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986552,0.00007807432,0.00039422078,0.00037144424,0.00026014078,0.00024093407],"domain_scores_gemma":[0.99896973,0.00014003493,0.00008858511,0.0005720289,0.00011176555,0.00011783695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011300308,0.00022805843,0.00049433217,0.00013122243,0.00019022338,0.00003175491,0.00008053997,0.00010838286,0.0000067843876],"category_scores_gemma":[0.000037485246,0.00015303714,0.00044118398,0.0002549839,0.00017016317,0.000152637,0.000028807406,0.00011853051,0.0000027841256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001048426,0.0025669076,0.95105565,0.0029973753,0.007796421,0.00006132967,0.0048200805,0.00025662227,0.005588963,0.019916141,0.0013756102,0.002516497],"study_design_scores_gemma":[0.00798088,0.00049152644,0.95122117,0.0008488722,0.00678079,0.000017162589,0.000526148,0.009867325,0.0148358345,0.0009802105,0.0060680825,0.0003819814],"about_ca_topic_score_codex":0.00020119944,"about_ca_topic_score_gemma":0.000109536864,"teacher_disagreement_score":0.01893593,"about_ca_system_score_codex":0.000059357426,"about_ca_system_score_gemma":0.00008429239,"threshold_uncertainty_score":0.62406737},"labels":[],"label_agreement":null},{"id":"W4409129595","doi":"10.1016/j.jvsvi.2025.100216","title":"Efficacy of minimally invasive vascular interventions assessed with mobile multispectral near-infrared spectroscopy","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Multispectral image; Spectroscopy; Infrared; Psychological intervention; Infrared spectroscopy; Medicine; Remote sensing; Materials science; Chemistry; Optics; Geography; Physics","score_opus":0.011512521225802822,"score_gpt":0.28475482598629154,"score_spread":0.2732423047604887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409129595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846589,0.0021573787,0.0028391914,0.00014024401,0.00016423664,0.002225144,0.000012323812,0.00017500111,0.007627578],"genre_scores_gemma":[0.9854436,0.00018223835,0.0118353395,0.00040063736,0.000077705154,0.0003330485,0.0001772427,0.000051242925,0.0014989715],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975465,0.00014487414,0.00063595694,0.00064669375,0.0006117639,0.00041422417],"domain_scores_gemma":[0.9981581,0.00008568987,0.0001782279,0.0011126716,0.00024983278,0.00021548886],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014789053,0.0003760735,0.00077343173,0.00031445437,0.00016175878,0.00008703912,0.00029791912,0.00011417992,0.00038877557],"category_scores_gemma":[0.00010712925,0.00030117983,0.0009444999,0.00075157854,0.00024897314,0.00020700516,0.00015031717,0.00025386753,0.000060682916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014767908,0.06682231,0.11046199,0.032285128,0.08108752,0.006529116,0.018435821,0.014653618,0.56930315,0.017821135,0.051364373,0.01646794],"study_design_scores_gemma":[0.0319795,0.004062104,0.8025117,0.0058334074,0.005700111,0.00002135229,0.001177044,0.0026991507,0.08044621,0.0006847839,0.06370855,0.00117607],"about_ca_topic_score_codex":0.00008230328,"about_ca_topic_score_gemma":0.00016103638,"teacher_disagreement_score":0.69204974,"about_ca_system_score_codex":0.0002250578,"about_ca_system_score_gemma":0.00039696138,"threshold_uncertainty_score":0.99994403},"labels":[],"label_agreement":null},{"id":"W4409151346","doi":"10.1016/j.jvsvi.2025.100219","title":"Sex differences in aortic tortuosity in patients with abdominal aortic aneurysms","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tortuosity; Medicine; Abdominal aortic aneurysm; Cardiology; Internal medicine; Radiology; Aneurysm; Porosity; Geology","score_opus":0.007726676184885902,"score_gpt":0.22930879431452295,"score_spread":0.22158211812963705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409151346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966407,0.0002791528,0.00009251454,0.000093156494,0.00013248372,0.0011578358,0.0000018924895,0.0000812987,0.0015210055],"genre_scores_gemma":[0.998459,0.000028935532,0.0003068751,0.00032142215,0.000025298332,0.0000960873,0.000033841774,0.000027824586,0.0007007232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974095,0.0001522297,0.0006317915,0.00067928695,0.0006443377,0.00048284547],"domain_scores_gemma":[0.99884784,0.00008152382,0.00011694634,0.00070003705,0.000087649285,0.00016602347],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000129433,0.00036815804,0.0007871015,0.00046117645,0.00007643686,0.000027339422,0.00017201129,0.00017513828,0.000056639266],"category_scores_gemma":[0.00010213455,0.00026395038,0.0001500026,0.0007467591,0.0001452733,0.0001670445,0.0000870406,0.00034497757,0.00003526487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038988038,0.0016384028,0.9936197,0.00013093434,0.00018738258,0.00046691016,0.0005131573,0.000007468208,0.000044266166,0.000049335587,0.000034013225,0.0029185696],"study_design_scores_gemma":[0.006729875,0.00055571407,0.9903514,0.00035313846,0.00026853546,0.000007901035,0.00010187838,0.000869017,0.0002786728,0.00016967757,0.00007014121,0.00024405107],"about_ca_topic_score_codex":0.00039070894,"about_ca_topic_score_gemma":0.0003239973,"teacher_disagreement_score":0.0063399947,"about_ca_system_score_codex":0.00035083335,"about_ca_system_score_gemma":0.00021161768,"threshold_uncertainty_score":0.9999813},"labels":[],"label_agreement":null},{"id":"W4409151376","doi":"10.1016/j.jvsvi.2025.100218","title":"Suboptimal use of cardiovascular risk modification therapies among patients undergoing vascular surgery admitted with chronic limb-threatening ischemia","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Limb ischemia; Vascular surgery; Ischemia; Critical limb ischemia; Cardiology; Intensive care medicine; Internal medicine; Vascular disease; Cardiac surgery; Arterial disease","score_opus":0.017228774579081306,"score_gpt":0.21996541918440246,"score_spread":0.20273664460532115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409151376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805177,0.010385418,0.0071703596,0.000040930197,0.00013595627,0.0012800498,0.000007835172,0.00019138852,0.0002703881],"genre_scores_gemma":[0.99502593,0.0030886582,0.001058321,0.000096457065,0.00008537391,0.0001733854,0.00024667845,0.00007506276,0.00015014102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966379,0.00030686308,0.0006804361,0.00082598743,0.0010569574,0.0004918571],"domain_scores_gemma":[0.9973119,0.00017092738,0.00028647739,0.0015757119,0.00045445492,0.00020053823],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035418777,0.00048688246,0.0010398817,0.00052758254,0.000245693,0.000094731,0.000190607,0.00018709358,0.0000406845],"category_scores_gemma":[0.00017161242,0.00038590937,0.0012470467,0.00086564803,0.00022071105,0.00057147426,0.00012573686,0.00030365755,0.000014175596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000731661,0.0012487752,0.90806603,0.0019112184,0.030612027,0.00012534026,0.0008366794,0.036115013,0.0010308056,0.00022027866,0.0006732773,0.018428883],"study_design_scores_gemma":[0.004720041,0.00034979123,0.9590727,0.0013616403,0.0049141217,0.0000019914312,0.00011472472,0.008110068,0.0040995036,0.00005360671,0.016605774,0.00059600506],"about_ca_topic_score_codex":0.0005043668,"about_ca_topic_score_gemma":0.00009919932,"teacher_disagreement_score":0.05100669,"about_ca_system_score_codex":0.00042269522,"about_ca_system_score_gemma":0.00033796785,"threshold_uncertainty_score":0.9998593},"labels":[],"label_agreement":null},{"id":"W4409326564","doi":"10.1016/j.jvsvi.2025.100230","title":"Impact of vascular resident involvement on operative variables and outcomes in endovascular aneurysm repair","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Endovascular aneurysm repair; Aneurysm; Medicine; Surgery; Abdominal aortic aneurysm","score_opus":0.013998691040124269,"score_gpt":0.30078380676295857,"score_spread":0.2867851157228343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409326564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924181,0.003732405,0.000097963195,0.00013126542,0.00011554303,0.0017214445,0.000006808488,0.00012766587,0.0016487992],"genre_scores_gemma":[0.99672955,0.00076184585,0.0012393303,0.00034103848,0.000027726875,0.00014995436,0.000038688468,0.000043678567,0.00066820724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671584,0.0003392761,0.00087834866,0.0008570683,0.0007747271,0.00043476137],"domain_scores_gemma":[0.9975796,0.00018922027,0.00015196498,0.0016928092,0.00018939585,0.0001970261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045868958,0.00050920714,0.0012358313,0.00066586054,0.00010863099,0.000026790025,0.0002065531,0.00022860743,0.00007781403],"category_scores_gemma":[0.00050595676,0.00035782435,0.0009978294,0.0005875554,0.00017368002,0.00016331633,0.00024094083,0.00031762978,0.0000147529345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040370706,0.0027855185,0.97533417,0.0005083222,0.008346321,0.0019296004,0.002673504,0.0008029421,0.0027194766,0.0032671143,0.0006486623,0.0005806417],"study_design_scores_gemma":[0.0076449905,0.0014425314,0.98306084,0.00059843645,0.000949915,0.000027938893,0.00030241584,0.000970034,0.0033180437,0.00071331905,0.00064406334,0.0003274855],"about_ca_topic_score_codex":0.0016791149,"about_ca_topic_score_gemma":0.00014943327,"teacher_disagreement_score":0.0077266367,"about_ca_system_score_codex":0.00052560255,"about_ca_system_score_gemma":0.0003574884,"threshold_uncertainty_score":0.99988735},"labels":[],"label_agreement":null},{"id":"W4409328127","doi":"10.1016/j.jvsvi.2025.100229","title":"A comparison of cryopreserved and autologous vein grafts in aortic reconstruction","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Infectious Aortic and Vascular Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Cryopreservation; Vein; Medicine; Surgery; Biology; Cell biology","score_opus":0.01710983519908167,"score_gpt":0.316132055103783,"score_spread":0.29902221990470135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409328127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99128646,0.0020157131,0.0013118635,0.00014221498,0.00022117994,0.0004554642,0.0000012472617,0.000057582278,0.0045082974],"genre_scores_gemma":[0.999006,0.000119285796,0.0005188363,0.00008306661,0.000026813135,0.000039131635,0.000017999539,0.000010499366,0.00017837218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987815,0.00010264091,0.00048107977,0.0002742284,0.00017471428,0.00018582391],"domain_scores_gemma":[0.99931073,0.000055192908,0.00009126321,0.00036235093,0.00011403848,0.00006640968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014982132,0.00014107556,0.0005262599,0.00042314752,0.000088854584,0.000013783434,0.000053472595,0.00016968227,0.00004956979],"category_scores_gemma":[0.00016117687,0.00012522846,0.00017389077,0.00046923966,0.00015168815,0.000089591376,0.00004360935,0.00023334786,0.0000075660973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017275692,0.0013921685,0.9164568,0.0010325753,0.0013321067,0.00008041231,0.0030138404,0.00019007755,0.0146369105,0.01627227,0.0006595687,0.044760488],"study_design_scores_gemma":[0.0036641047,0.0002619962,0.9685651,0.0005892022,0.0004997627,0.00007463994,0.00047798164,0.010474834,0.007949051,0.004647321,0.002586954,0.00020905209],"about_ca_topic_score_codex":0.00025881772,"about_ca_topic_score_gemma":0.0003265896,"teacher_disagreement_score":0.052108277,"about_ca_system_score_codex":0.000068237634,"about_ca_system_score_gemma":0.000121337594,"threshold_uncertainty_score":0.51066685},"labels":[],"label_agreement":null},{"id":"W4409370771","doi":"10.1016/j.jvsvi.2025.100231","title":"Lipid management in patients newly referred to a vascular surgery outpatient clinic","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Vascular surgery; Outpatient clinic; Surgery; Internal medicine; Cardiac surgery","score_opus":0.01966981702658597,"score_gpt":0.27293766337477243,"score_spread":0.25326784634818644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409370771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97916305,0.0028285151,0.0009321007,0.0004836363,0.0015414953,0.004140882,0.000004277237,0.00016172192,0.010744309],"genre_scores_gemma":[0.9883422,0.0015810826,0.0017038897,0.0051795747,0.00036392975,0.000642292,0.00018119627,0.00009353996,0.0019122708],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952797,0.00038017018,0.0011518885,0.0010448785,0.0013936973,0.00074966066],"domain_scores_gemma":[0.9970131,0.000068280715,0.00012527939,0.0020942097,0.00027134936,0.00042780448],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012686697,0.00045479566,0.0012800597,0.0011674992,0.00015242424,0.000053205207,0.00025696956,0.0003036188,0.00008841911],"category_scores_gemma":[0.00022756377,0.000391949,0.0013284779,0.0015966995,0.000045103392,0.00013717939,0.0002763604,0.00045720072,0.0004203658],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027242596,0.010791932,0.18748674,0.0059831333,0.012754044,0.0010707303,0.0035770726,0.00051098457,0.00006393365,0.0026449698,0.0578498,0.7145424],"study_design_scores_gemma":[0.00631202,0.00037481694,0.544033,0.0010175215,0.0005344814,0.0000019143324,0.0001632498,0.000055742,0.00013322363,0.00016018038,0.44674814,0.00046574988],"about_ca_topic_score_codex":0.00036603518,"about_ca_topic_score_gemma":0.0001299604,"teacher_disagreement_score":0.71407664,"about_ca_system_score_codex":0.0005627172,"about_ca_system_score_gemma":0.0002604928,"threshold_uncertainty_score":0.99985325},"labels":[],"label_agreement":null},{"id":"W4409424227","doi":"10.1016/j.jvsvi.2025.100237","title":"The extent of academic spam within academic medicine","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Academic medicine; Medical education; Data science; Medicine; Computer science","score_opus":0.018661283636010884,"score_gpt":0.2575717903946683,"score_spread":0.23891050675865744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409424227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88009,0.020854069,0.0024946027,0.0046832417,0.0029148855,0.0010201294,0.0000017634864,0.00034317872,0.08759812],"genre_scores_gemma":[0.9933067,0.00074377464,0.00003314186,0.0017411956,0.0007415946,0.000042363838,0.000012083998,0.000034827033,0.0033443011],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977217,0.000021157555,0.00081162556,0.0004489763,0.0006035692,0.00039297654],"domain_scores_gemma":[0.998523,0.00014085099,0.0004896274,0.0006025038,0.00022564936,0.00001836172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007657768,0.00030086513,0.00042294082,0.00040115239,0.00032401594,0.00008143452,0.0009088186,0.0002686389,0.000030094587],"category_scores_gemma":[0.00084278855,0.00019515767,0.00018544239,0.0013065089,0.000439442,0.00088009745,0.0004365503,0.00078725076,0.00017729463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006898387,0.000040152583,0.006128423,0.00047705005,0.00019845027,0.00001572155,0.00029831592,0.00012798196,0.005020305,0.9487403,0.02940814,0.009476162],"study_design_scores_gemma":[0.0011818352,0.0000268384,0.019228531,0.0014711578,0.00021561526,0.0000030608805,0.00042978703,0.0032987932,0.0030515373,0.119198196,0.8514675,0.0004271634],"about_ca_topic_score_codex":0.0002468195,"about_ca_topic_score_gemma":0.00006922869,"teacher_disagreement_score":0.8295421,"about_ca_system_score_codex":0.00007088328,"about_ca_system_score_gemma":0.000054259257,"threshold_uncertainty_score":0.7958299},"labels":[],"label_agreement":null},{"id":"W4409468561","doi":"10.1016/j.jvsvi.2025.100235","title":"Hybrid operating room transition in abdominal aortic aneurysm treatment: Impacts on operative outcomes and complications","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Intensive care medicine","score_opus":0.015966692534224364,"score_gpt":0.3055012139185723,"score_spread":0.289534521384348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409468561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99335194,0.0006374515,0.00039442416,0.0014830093,0.00006335947,0.0013300054,0.000010897449,0.00008855019,0.0026403458],"genre_scores_gemma":[0.99719214,0.00014722359,0.00069825235,0.0012473686,0.000025798034,0.00019400388,0.000100959114,0.000026343067,0.00036792003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982939,0.00014237658,0.00047612767,0.00055224437,0.00024244377,0.0002929048],"domain_scores_gemma":[0.9990764,0.0001323461,0.00006395297,0.0004943381,0.00007335886,0.00015957234],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008350967,0.00033942313,0.0005782172,0.0003092516,0.00022909879,0.000052907613,0.0000648741,0.000086673725,0.000022378888],"category_scores_gemma":[0.00008587316,0.00024668788,0.00018013133,0.00023466875,0.00008132191,0.0001680523,0.000023416564,0.00017451134,0.000034217377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023284524,0.02525143,0.7096887,0.0014170319,0.009378613,0.013925173,0.050286524,0.0039589377,0.04831773,0.0139179705,0.000985742,0.12054369],"study_design_scores_gemma":[0.010454995,0.0013521349,0.9615147,0.00049546134,0.0007295324,0.0002793421,0.00046915974,0.016932279,0.0066984626,0.00035063966,0.0003657668,0.0003575363],"about_ca_topic_score_codex":0.0002662074,"about_ca_topic_score_gemma":0.00009899136,"teacher_disagreement_score":0.251826,"about_ca_system_score_codex":0.0003790447,"about_ca_system_score_gemma":0.00015364855,"threshold_uncertainty_score":0.9999985},"labels":[],"label_agreement":null},{"id":"W4409468570","doi":"10.1016/j.jvsvi.2025.100238","title":"The environmental burden of surgical waste from endovascular aortic aneurysm repair","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Aortic aneurysm; Aneurysm; Surgery","score_opus":0.013811814355780456,"score_gpt":0.2464686764647964,"score_spread":0.23265686210901593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409468570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98896426,0.0051311525,0.000020704509,0.00056639954,0.00030586348,0.00045311142,0.00001587535,0.00006552214,0.0044771223],"genre_scores_gemma":[0.9945065,0.0041985265,0.00010648269,0.00025111553,0.00016173066,0.000036820536,0.000033099794,0.000022039598,0.00068372046],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766374,0.0002034905,0.0005091594,0.00048577253,0.0006557311,0.0004820882],"domain_scores_gemma":[0.99847525,0.00024528065,0.00012703321,0.00095719245,0.0000058864503,0.00018934028],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033676572,0.00023912746,0.00034302578,0.00005095205,0.00039591247,0.00003347318,0.0004071842,0.00014466312,0.00095287635],"category_scores_gemma":[0.00004003875,0.00016440051,0.00040631962,0.00025877432,0.0003612848,0.00015300342,0.0003964747,0.00022340247,0.0003542867],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021658826,0.005604306,0.24299774,0.0012516504,0.005682548,0.0058564395,0.054368064,0.0145002315,0.29619715,0.007375402,0.12793678,0.2360638],"study_design_scores_gemma":[0.0039021473,0.00027768896,0.100867756,0.00022838387,0.00046344186,0.000040981933,0.0018969303,0.010261301,0.015438875,0.0047146357,0.86109686,0.00081102573],"about_ca_topic_score_codex":0.0012548438,"about_ca_topic_score_gemma":0.00019834157,"teacher_disagreement_score":0.73316,"about_ca_system_score_codex":0.00019938049,"about_ca_system_score_gemma":0.000019680247,"threshold_uncertainty_score":0.99996036},"labels":[],"label_agreement":null},{"id":"W4410552777","doi":"10.1016/j.jvsvi.2025.100253","title":"Geographic disparities in perioperative and mid-term outcomes after elective infrarenal endovascular aneurysm repair","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Society for Vascular Surgery","keywords":"Perioperative; Medicine; Endovascular aneurysm repair; Aneurysm; Term (time); Cardiology; Internal medicine; Surgery; Abdominal aortic aneurysm","score_opus":0.007708990133953611,"score_gpt":0.25423732101026286,"score_spread":0.24652833087630927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410552777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863706,0.010092611,0.000074144504,0.00026046127,0.00015226842,0.0011703348,0.000005790966,0.00021665884,0.0016571056],"genre_scores_gemma":[0.99563247,0.00062549306,0.00061987794,0.0010420696,0.000039897503,0.00047973005,0.000035149405,0.00004087795,0.0014844228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973516,0.00023518928,0.0005799676,0.0008504077,0.00048781376,0.0004950249],"domain_scores_gemma":[0.99870956,0.00011783755,0.00007542654,0.00075904914,0.0001556998,0.00018243492],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016988177,0.0004904414,0.00090436277,0.0006735292,0.00016546377,0.00005991933,0.00011117435,0.00024540172,0.000061028233],"category_scores_gemma":[0.00018816502,0.00037545105,0.0006069605,0.0005881368,0.00035240452,0.00028112327,0.00015988285,0.00043725234,0.000015689378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024401971,0.0004641087,0.99197507,0.0002229496,0.0014451604,0.0029840316,0.0014523825,0.0000054815914,0.00024053265,0.0005627974,0.000037370464,0.00036611597],"study_design_scores_gemma":[0.00438071,0.0002415836,0.9912942,0.00026833464,0.000647006,0.00017362367,0.00021278016,0.00019110054,0.00082528085,0.00036873674,0.0010705851,0.00032606442],"about_ca_topic_score_codex":0.000427347,"about_ca_topic_score_gemma":0.0004250191,"teacher_disagreement_score":0.009467118,"about_ca_system_score_codex":0.00018952094,"about_ca_system_score_gemma":0.00017354125,"threshold_uncertainty_score":0.99986976},"labels":[],"label_agreement":null},{"id":"W4412439331","doi":"10.1016/j.jvsvi.2025.100270","title":"Written patient resources for complex endovascular aneurysm repair and challenging to read and understand","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto General Hospital; Kingston General Hospital","funders":"Society for Vascular Surgery; University Health Network","keywords":"Endovascular aneurysm repair; Aneurysm; Medicine; Computer science; Surgery; Abdominal aortic aneurysm","score_opus":0.024808373662767107,"score_gpt":0.2414298732388695,"score_spread":0.21662149957610238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412439331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785357,0.0066551203,0.003178136,0.004693099,0.0002985074,0.0016124884,0.0000033279678,0.00047343512,0.004550167],"genre_scores_gemma":[0.9963575,0.00011851208,0.00070430525,0.0023526023,0.00023107912,0.000093208175,0.000010594607,0.00003026897,0.000101919235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848986,0.000027710757,0.00036016895,0.00056957453,0.00019998636,0.0003526829],"domain_scores_gemma":[0.99923676,0.000060302973,0.00009263881,0.00043322158,0.00014181287,0.000035238485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003094595,0.00022696712,0.00039969722,0.000523152,0.0004309366,0.0001540387,0.00012811166,0.00016371792,0.000006657793],"category_scores_gemma":[0.00012257598,0.00019937922,0.00013381577,0.00037746847,0.00009491087,0.00022216598,0.00025123247,0.00012448731,0.000006928071],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020010627,0.00028972066,0.0060197464,0.008315617,0.0013313794,0.0003074853,0.0046140975,0.00009328857,0.0012521442,0.7934529,0.01335642,0.17076707],"study_design_scores_gemma":[0.00094601954,0.00006090071,0.00633259,0.000219148,0.00009062722,0.000011030674,0.0027413047,0.0028773204,0.000019256002,0.008321282,0.97808367,0.0002968592],"about_ca_topic_score_codex":0.001716987,"about_ca_topic_score_gemma":0.0010911459,"teacher_disagreement_score":0.9647272,"about_ca_system_score_codex":0.000041733896,"about_ca_system_score_gemma":0.00001394217,"threshold_uncertainty_score":0.8130449},"labels":[],"label_agreement":null},{"id":"W4412447101","doi":"10.1016/j.jvsvi.2025.100272","title":"Evaluating the role of endovascular simulation training in enhancing surgical performance metrics and patient outcomes in vascular surgery: A scoping review","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Endovascular surgery; Training (meteorology); Vascular surgery; Surgery; Physical therapy; Cardiac surgery","score_opus":0.06511714037791437,"score_gpt":0.3622699104625884,"score_spread":0.297152770084674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412447101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91778237,0.0799102,0.00012362777,0.00008260516,0.00007938446,0.0012834307,3.5792658e-7,0.000029226474,0.0007087834],"genre_scores_gemma":[0.99399483,0.0053089843,0.00022592259,0.0003431294,0.000017565288,0.0000764359,0.00001060647,0.000018360155,0.0000041559874],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968051,0.00048863754,0.0011687261,0.00042209044,0.00078802527,0.0003274465],"domain_scores_gemma":[0.9969032,0.002247952,0.000207364,0.00040843972,0.00015393835,0.00007910919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024988458,0.00024164563,0.001111212,0.0006236947,0.00011181023,0.000022888984,0.00008531539,0.00012752682,0.000033048484],"category_scores_gemma":[0.0020074975,0.00016882009,0.0003977784,0.001737791,0.000067908084,0.00016568102,0.00007698817,0.0003395694,0.000001777098],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016254345,0.00030440246,0.15549912,0.0052313493,0.0005070405,0.00008179432,0.0058086975,0.06136862,0.00018111905,0.0006438828,4.385865e-7,0.770211],"study_design_scores_gemma":[0.011763601,0.00035651558,0.19068809,0.11711089,0.00080002716,0.000019050754,0.002219301,0.66939044,0.0019903355,0.0005166831,0.004317691,0.00082739897],"about_ca_topic_score_codex":0.000059949063,"about_ca_topic_score_gemma":0.00005974322,"teacher_disagreement_score":0.7693836,"about_ca_system_score_codex":0.00010105789,"about_ca_system_score_gemma":0.00025270716,"threshold_uncertainty_score":0.68842834},"labels":[],"label_agreement":null},{"id":"W4413103187","doi":"10.1016/j.jvsvi.2025.100281","title":"A systematic review and meta-analysis of time-sensitive exposure to particulate matter 2.5 and risk of aortic disease","year":2025,"lang":"en","type":"review","venue":"JVS-Vascular Insights","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Particulates; Meta-analysis; Medicine; Disease; Internal medicine; Chemistry","score_opus":0.04188118903669016,"score_gpt":0.3239506111751897,"score_spread":0.28206942213849956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413103187","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026136587,0.99623483,0.000091026865,0.00012703236,0.000008939881,0.0030145478,0.0001829409,0.000008960727,0.000070344104],"genre_scores_gemma":[0.00014532272,0.997809,0.00019388668,0.0011941158,0.000003582413,0.00019722753,0.000031059397,0.000017259319,0.00040855547],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9955167,0.0017000607,0.0014871872,0.0005666901,0.00048334608,0.00024602693],"domain_scores_gemma":[0.99722224,0.0004354862,0.000934833,0.00096122484,0.00003527395,0.0004109391],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010660072,0.00041639287,0.0069774957,0.00021544025,0.00008205809,0.00001864452,0.00017289245,0.0001383022,0.0005085834],"category_scores_gemma":[0.0004383769,0.00025471265,0.0017771563,0.0010459209,0.00014938517,0.00009498251,0.00024640508,0.00016093964,0.00015054186],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030655822,0.00006169625,0.00003518338,0.91545564,0.08287252,0.000008220825,0.00035164194,0.000043093314,8.840528e-8,0.000011183659,0.00028127534,0.000876362],"study_design_scores_gemma":[0.000055710403,0.0000401868,0.0006248058,0.03393373,0.9605021,0.0000015864761,0.000006651933,0.000063408464,4.897371e-7,0.00003050511,0.0044735973,0.00026724002],"about_ca_topic_score_codex":0.00018698604,"about_ca_topic_score_gemma":0.000057306952,"teacher_disagreement_score":0.88152194,"about_ca_system_score_codex":0.000062830346,"about_ca_system_score_gemma":0.00004913852,"threshold_uncertainty_score":0.9999905},"labels":[],"label_agreement":null},{"id":"W4413123024","doi":"10.1016/j.jvsvi.2025.100280","title":"Abdominal aortic aneurysms in a Middle-Eastern population: Prevalence, risk factors, and implications for targeted screening","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Abdominal aortic aneurysm; Population; Internal medicine; Environmental health; Radiology; Aneurysm","score_opus":0.023993132353451203,"score_gpt":0.2848765902837454,"score_spread":0.2608834579302942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413123024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98906624,0.0025241044,0.006156567,0.0001912369,0.00008452678,0.001659355,0.000026050235,0.000101214195,0.00019070039],"genre_scores_gemma":[0.9942062,0.000153413,0.0044464404,0.00011491144,0.000047583948,0.00022683346,0.00015955404,0.000029077946,0.0006159956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830335,0.00009363489,0.0005226715,0.0005693785,0.00020217421,0.00030877916],"domain_scores_gemma":[0.9988959,0.00016171626,0.00015439226,0.00054371764,0.00009885217,0.00014545066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013626696,0.00026947664,0.00044517027,0.0003170077,0.00019795535,0.00003258266,0.00009899806,0.00015150539,0.000015401218],"category_scores_gemma":[0.00025394256,0.0002176003,0.00020649898,0.00039756676,0.00006987869,0.00015751476,0.000059780075,0.0001765158,0.0000041778503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011889942,0.00021799248,0.99452215,0.0003174809,0.00023226226,0.000017320639,0.00036264266,0.000028938988,0.00021734266,0.00024128026,0.000042114436,0.0036815486],"study_design_scores_gemma":[0.0027059317,0.00017433238,0.98805845,0.000274291,0.0007168072,0.000025883477,0.000093757066,0.0062950607,0.00018358645,0.0008655533,0.0004320222,0.00017430905],"about_ca_topic_score_codex":0.00032199285,"about_ca_topic_score_gemma":0.000087921784,"teacher_disagreement_score":0.006463711,"about_ca_system_score_codex":0.0001014277,"about_ca_system_score_gemma":0.000066019216,"threshold_uncertainty_score":0.8873483},"labels":[],"label_agreement":null},{"id":"W4413160928","doi":"10.1016/j.jvsvi.2025.100283","title":"Prevalence, diagnostic modalities, amputation rate, and overall mortality of arterial injuries associated with lower limb fractures/dislocations: A systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Amputation; Meta-analysis; Medicine; Modalities; Lower limb; Physical medicine and rehabilitation; Surgery; Physical therapy; Internal medicine","score_opus":0.01721093154740674,"score_gpt":0.2891121583701576,"score_spread":0.27190122682275086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413160928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8247847,0.17162308,0.00034532035,0.0003349886,0.00003333387,0.0026472027,0.0000701311,0.00003700829,0.00012424611],"genre_scores_gemma":[0.99304956,0.0051469565,0.00006005862,0.0008050183,0.0000081804155,0.0003059017,0.00018220716,0.000012084425,0.00043001957],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9983055,0.00033001782,0.0005723305,0.0003474455,0.00031327762,0.00013140653],"domain_scores_gemma":[0.9984251,0.0004131572,0.00033729218,0.00048593464,0.00026424695,0.00007421749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028851253,0.0002542361,0.0018061362,0.00018222792,0.00008965657,0.00004660316,0.000050894596,0.00010867607,0.00005943659],"category_scores_gemma":[0.0007603948,0.00014941876,0.00040328546,0.0004265535,0.00010759211,0.00015152566,0.000028919358,0.0000991993,8.2541504e-7],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027826423,0.001576181,0.009182646,0.22049564,0.76318824,0.000076792145,0.0015178613,0.00018375312,0.000022359302,0.0031917659,0.00027542858,0.000011042439],"study_design_scores_gemma":[0.0011055986,0.00029457133,0.16435331,0.004293997,0.8284245,0.0000029482974,0.00003457992,0.00018372248,0.00006385538,0.001043647,0.000023500028,0.00017575712],"about_ca_topic_score_codex":0.00016821448,"about_ca_topic_score_gemma":0.00021359365,"teacher_disagreement_score":0.21620165,"about_ca_system_score_codex":0.000045484638,"about_ca_system_score_gemma":0.00008040271,"threshold_uncertainty_score":0.609312},"labels":[],"label_agreement":null},{"id":"W4413996689","doi":"10.1016/j.jvsvi.2025.100288","title":"From coast to coast: Showcasing Canadian innovation in vascular surgery","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Vascular surgery; Geography; Medicine; Surgery; Cardiac surgery","score_opus":0.0767206699157126,"score_gpt":0.43258813581689376,"score_spread":0.3558674659011812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413996689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836169,0.0008130265,0.00045973074,0.0036928314,0.0024933151,0.0014048227,0.000029549994,0.00007704673,0.007412768],"genre_scores_gemma":[0.99042284,0.0001277298,0.0002923638,0.0063589285,0.00047087297,0.00038962616,0.00047114067,0.00005620322,0.001410317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99544483,0.0012023766,0.0010705004,0.0006638073,0.0007162647,0.0009022405],"domain_scores_gemma":[0.9969456,0.0008550301,0.00017515551,0.00095741433,0.00069117435,0.00037559334],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00255193,0.00026779473,0.000486134,0.0026952813,0.00089157146,0.00008935042,0.00036654432,0.00038482936,0.0006444851],"category_scores_gemma":[0.0032497754,0.00027564526,0.00013573786,0.0043351995,0.000053978652,0.00053482846,0.00020337934,0.0010536758,0.001118306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011612587,0.00047714336,0.8526779,0.0004346492,0.00046820022,0.00016568732,0.032659665,0.00016273026,0.0019060042,0.008935557,0.06931037,0.032685954],"study_design_scores_gemma":[0.0005673676,0.000009187835,0.56959265,0.00047140574,0.00003253286,5.942958e-7,0.007534378,0.00015701434,0.00016801666,0.0017671569,0.41943753,0.0002621671],"about_ca_topic_score_codex":0.5711071,"about_ca_topic_score_gemma":0.6345005,"teacher_disagreement_score":0.35012716,"about_ca_system_score_codex":0.0019169098,"about_ca_system_score_gemma":0.0054318416,"threshold_uncertainty_score":0.9999696},"labels":[],"label_agreement":null},{"id":"W4415641490","doi":"10.1016/j.jvsvi.2025.100316","title":"Half of synthetic conduits are discarded in open cardiac and vascular surgeries","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Infectious Aortic and Vascular Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal; McGill University","funders":"Department of Surgery; McGill University Health Centre","keywords":"Procurement; Vascular graft; Electrical conduit; Cost analysis; Resource use; Municipal solid waste","score_opus":0.012916342417983288,"score_gpt":0.27107431752413064,"score_spread":0.25815797510614735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415641490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816296,0.005479082,0.0003963456,0.0004882937,0.00031845254,0.0013055798,0.000012584707,0.000049824914,0.010320231],"genre_scores_gemma":[0.9980896,0.0008274271,0.00013229658,0.00017375035,0.00003869489,0.00013940515,0.000048784834,0.000026796539,0.0005232408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823713,0.0002213268,0.0004875498,0.00046320632,0.00030816052,0.0002826458],"domain_scores_gemma":[0.99870574,0.000113050424,0.0001118413,0.00076583517,0.00018845561,0.000115064315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042248328,0.00024567216,0.0009938362,0.0003783435,0.00015253818,0.000058541475,0.00015730147,0.00018580318,0.000072290844],"category_scores_gemma":[0.00024966997,0.0002063505,0.00045361053,0.0005559533,0.00022977519,0.00017777305,0.00022448749,0.00022787847,0.000012764827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031479637,0.0028393618,0.7641772,0.0043882406,0.013145761,0.0005785879,0.007936793,0.00025188233,0.012793273,0.17867212,0.005148558,0.009753402],"study_design_scores_gemma":[0.006014202,0.00018901049,0.8689033,0.002283261,0.0020517928,0.000029534782,0.002072254,0.00029495455,0.010428277,0.0048058643,0.10225512,0.00067242706],"about_ca_topic_score_codex":0.0007852793,"about_ca_topic_score_gemma":0.0003614017,"teacher_disagreement_score":0.17386626,"about_ca_system_score_codex":0.00007340827,"about_ca_system_score_gemma":0.00021948807,"threshold_uncertainty_score":0.84147286},"labels":[],"label_agreement":null},{"id":"W4417397317","doi":"10.1016/j.jvsvi.2025.100341","title":"Comparison of patient outcomes following endovascular vs surgical management of infrainguinal autogenous bypass stenosis","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stenosis; Retrospective cohort study; Cohort; Critical limb ischemia; Lesion; Adverse effect; Target lesion","score_opus":0.014733911629044003,"score_gpt":0.30106556734720863,"score_spread":0.2863316557181646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417397317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850202,0.0032097157,0.00047847672,0.00023263015,0.00037227361,0.0012141399,0.000004419593,0.00009508367,0.009373031],"genre_scores_gemma":[0.99741197,0.000081129736,0.00173027,0.00023448512,0.000015818554,0.00009752253,0.00004257194,0.000028725397,0.00035753872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676436,0.00015804516,0.0010445948,0.00051360205,0.0011288146,0.0003905557],"domain_scores_gemma":[0.9984016,0.000056241683,0.00022689598,0.001005227,0.00014621188,0.00016386903],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022556266,0.0003534112,0.0012745541,0.00037528735,0.00011209329,0.000021110227,0.0002755644,0.00011111028,0.00009137313],"category_scores_gemma":[0.000027160353,0.00028774474,0.0012826461,0.0005723066,0.00009674334,0.000087823275,0.00033439798,0.00017093238,0.000015804699],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008263657,0.009699271,0.8706563,0.00739879,0.036992326,0.0032035492,0.005821105,0.0027196272,0.0010774813,0.018409863,0.0016944775,0.04150083],"study_design_scores_gemma":[0.014116267,0.0012772416,0.8327664,0.0026087048,0.007116539,0.0000071527033,0.002933372,0.0021289482,0.008606994,0.00064496644,0.12695526,0.0008381697],"about_ca_topic_score_codex":0.00008762753,"about_ca_topic_score_gemma":0.0000060974676,"teacher_disagreement_score":0.12526079,"about_ca_system_score_codex":0.0001921738,"about_ca_system_score_gemma":0.00006665009,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null}]}