{"meta":{"query_hash":"6dfbb77e8541","filters":{"venue":"Italian Journal of Vascular and Endovascular Surgery"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/6dfbb77e8541","api":"https://metacan.xera.ac/api/v1/cohort?venue=Italian+Journal+of+Vascular+and+Endovascular+Surgery"},"results":[{"id":"W4205300673","doi":"10.23736/s1824-4777.21.01523-0","title":"Sex is a critical factor in the timing of surgical intervention in men and women with severe carotid artery disease: protocol for a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Italian Journal of Vascular and Endovascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","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":"McGill University Health Centre","funders":"","keywords":"Medicine; Meta-analysis; Protocol (science); Disease; Intervention (counseling); Carotid arteries; Surgery; Internal medicine; Alternative medicine; Pathology; Nursing","score_opus":0.06975108150708766,"score_gpt":0.34734329220990534,"score_spread":0.2775922107028177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205300673","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065628556,0.01344083,0.002583339,0.0009475411,0.0007985662,0.97193855,0.008531286,0.00019659683,0.00090707646],"genre_scores_gemma":[0.0008085123,0.0038308841,0.003793487,0.00047756414,0.000053535325,0.98978245,0.000823007,0.000016740463,0.00041381142],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9692682,0.012260183,0.011314571,0.0024634171,0.0035211185,0.0011725002],"domain_scores_gemma":[0.97172,0.011786877,0.0067278068,0.0025692966,0.0062593543,0.00093674194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05297723,0.0066136294,0.021856798,0.012508834,0.0029360992,0.0073012183,0.005077893,0.0065274485,0.04823282],"category_scores_gemma":[0.088405386,0.004618128,0.038305547,0.011967056,0.0029751756,0.0064033205,0.005149131,0.0053381035,0.005478199],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042983065,0.00010440438,0.00062407274,0.94517004,0.015785467,0.00033206152,0.00057023304,0.000904505,0.00079403527,0.002226825,0.014029692,0.01516037],"study_design_scores_gemma":[0.037201066,0.0019518039,0.0061061536,0.63165706,0.12993972,0.0006035305,0.0008449619,0.0016639365,0.001896778,0.010839438,0.17663808,0.00065735163],"about_ca_topic_score_codex":0.0083984155,"about_ca_topic_score_gemma":0.016009703,"teacher_disagreement_score":0.05297723,"about_ca_system_score_codex":0.01280892,"about_ca_system_score_gemma":0.036678117,"threshold_uncertainty_score":0.28017372},"labels":[],"label_agreement":null},{"id":"W4304891628","doi":"10.23736/s1824-4777.22.01547-9","title":"Atherosclerotic plaque features and risk of cardiovascular events: protocol for a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Italian Journal of Vascular and Endovascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","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; McGill University Health Centre","funders":"","keywords":"Medicine; Meta-analysis; Funnel plot; Publication bias; MEDLINE; Cochrane Library; Stenosis; Internal medicine; Randomized controlled trial; Clinical trial; Observational study; Cardiology; Study heterogeneity; Systematic review; Cohort study","score_opus":0.06998249168702092,"score_gpt":0.3233901407685734,"score_spread":0.2534076490815525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304891628","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039972737,0.002790076,0.0024811898,0.00038125104,0.00038133885,0.98726326,0.0056685423,0.00017068157,0.0004638411],"genre_scores_gemma":[0.0003676395,0.0007536329,0.0028368775,0.00014197495,0.000022035052,0.9952122,0.00045167675,0.0000110103365,0.00020287381],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97252107,0.0122786425,0.008465305,0.0026577685,0.00287718,0.0012000542],"domain_scores_gemma":[0.9670564,0.01325767,0.007703996,0.00328028,0.0074832584,0.0012183627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05719289,0.006835965,0.020998724,0.009161893,0.0027871286,0.007043894,0.00533109,0.0060433247,0.074983984],"category_scores_gemma":[0.08594087,0.0051988224,0.027593559,0.010374916,0.0034596354,0.005684764,0.0042472905,0.0076205903,0.007801676],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012812139,0.00029491872,0.00077028375,0.91373247,0.01306648,0.00041364832,0.00095970934,0.0024251926,0.00128929,0.0043596406,0.02815679,0.021719398],"study_design_scores_gemma":[0.1081921,0.0037697672,0.008753372,0.542969,0.07456261,0.0007712391,0.0013491458,0.0050450834,0.0035512,0.022373797,0.22768927,0.0009734469],"about_ca_topic_score_codex":0.007107242,"about_ca_topic_score_gemma":0.011380808,"teacher_disagreement_score":0.074983984,"about_ca_system_score_codex":0.013843681,"about_ca_system_score_gemma":0.032195766,"threshold_uncertainty_score":0.30246854},"labels":[],"label_agreement":null},{"id":"W4396738884","doi":"10.23736/s1824-4777.23.01623-6","title":"Algorithms and clinical decision-making tools for ruling out acute aortic syndrome in the emergency department: a narrative review","year":2024,"lang":"en","type":"review","venue":"Italian Journal of Vascular and Endovascular Surgery","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":"Health Sciences North","funders":"","keywords":"Medicine; Medical diagnosis; Emergency department; Acute aortic syndrome; Intensive care medicine; Modalities; Intervention (counseling); Pediatric emergency medicine; Disease; Medical emergency; Emergency medicine; Emergency physician; Radiology; Surgery; Internal medicine; Aortic dissection; Aorta","score_opus":0.09353910499774976,"score_gpt":0.4094537723065437,"score_spread":0.3159146673087939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396738884","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012694634,0.9982987,0.0003543132,0.0005901741,0.00014378144,0.000018407938,0.000037316142,0.000008711612,0.00042167684],"genre_scores_gemma":[0.0020304616,0.9958235,0.0013381201,0.00037699885,0.00022898312,0.000028463146,0.0000691265,0.0000039747056,0.00010037312],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983211,0.00048163327,0.00051331165,0.00021803503,0.00040426638,0.00006169263],"domain_scores_gemma":[0.9885014,0.009049279,0.00091990636,0.0001554204,0.0012598896,0.00011409949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038601132,0.0012794483,0.0021483735,0.004934189,0.0003594132,0.002243328,0.0019408043,0.001669596,0.0031659806],"category_scores_gemma":[0.018649215,0.00044770766,0.0020959456,0.0038787865,0.0007103769,0.0021132182,0.00087549945,0.0018910932,0.00097520824],"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":[0.000128231,0.000062494444,0.0009158731,0.087357335,0.0006495999,0.00014197371,0.0001702012,0.0009593545,0.00015856524,0.004169341,0.02072703,0.88456],"study_design_scores_gemma":[0.0001333909,0.0003260962,0.005163978,0.28938052,0.0052356105,0.0037207347,0.00042622874,0.0016993405,0.00046433313,0.010426216,0.682858,0.00016554508],"about_ca_topic_score_codex":0.0022877979,"about_ca_topic_score_gemma":0.0031179534,"teacher_disagreement_score":0.004934189,"about_ca_system_score_codex":0.001316643,"about_ca_system_score_gemma":0.003658591,"threshold_uncertainty_score":0.020414472},"labels":[],"label_agreement":null}]}