{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":481,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":481,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"04f6413b6130","filters":{"venue":"Journal of NeuroInterventional Surgery"}},"results":[{"id":"W2890223142","doi":"10.1136/neurintsurg-2018-014127","title":"eTICI reperfusion: defining success in endovascular stroke therapy","year":2018,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":454,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"National Institute for Health and Care Research; Medtronic","keywords":"Medicine; Modified Rankin Scale; Angiography; Revascularization; Thrombolysis; Stroke (engine); Internal carotid artery; Radiology; Occlusion; Cerebral infarction; Cerebral angiography; Reperfusion therapy; Internal medicine; Ischemic stroke; Myocardial infarction; Ischemia","authors":[{"name":"David S. Liebeskind","is_ca":false},{"name":"Serge Bracard","is_ca":false},{"name":"Françis Guillemin","is_ca":false},{"name":"Reza Jahan","is_ca":false},{"name":"Tudor G. Jovin","is_ca":false},{"name":"Charles B.L.M. Majoie","is_ca":false},{"name":"Peter Mitchell","is_ca":false},{"name":"Aad van der Lugt","is_ca":false},{"name":"Bijoy K. Menon","is_ca":true},{"name":"Luís San Román","is_ca":false},{"name":"Bruce Campbell","is_ca":false},{"name":"Keith W. Muir","is_ca":false},{"name":"Michael D. Hill","is_ca":true},{"name":"Diederik W.J. Dippel","is_ca":false},{"name":"Jeffrey L. Saver","is_ca":false},{"name":"Andrew M. Demchuk","is_ca":true},{"name":"Antoni Dávalos","is_ca":false},{"name":"Phil White","is_ca":false},{"name":"Scott Brown","is_ca":false},{"name":"Mayank Goyal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03810977455221575,"gpt":0.2985403780316513,"spread":0.2604306034794355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001264285,0.0001450095,0.0004672405,0.0005419549,0.00003984511,0.00002559622,0.0001863709,0.00004852519,0.001132481],"category_scores_gemma":[0.0006525996,0.0001196807,0.0008636088,0.0002390815,0.00008599715,0.0001609873,0.0001112028,0.0003246463,0.00003202349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000774745,"about_ca_system_score_gemma":0.00009989408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001248863,"about_ca_topic_score_gemma":0.000002619313,"domain_scores_codex":[0.9977886,0.0001183471,0.0009794902,0.0001875543,0.0006917084,0.0002343154],"domain_scores_gemma":[0.9985307,0.0002861318,0.0004862162,0.0002874142,0.000296948,0.0001126301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002076752,0.001202711,0.8282493,0.0001274602,0.0005688798,0.004513578,0.00009941019,0.00001460512,0.03772477,0.0001441564,0.1050639,0.02021442],"study_design_scores_gemma":[0.003635694,0.001163224,0.901933,0.001586109,0.0001123679,0.00492424,0.00009190175,0.0001224395,0.01937285,0.0001053349,0.06672899,0.0002238034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927627,0.001226402,0.0003010095,0.002360892,0.0008670884,0.0001004934,0.000003234831,0.00001217742,0.002365977],"genre_scores_gemma":[0.9967862,0.0003576037,0.0007822585,0.0007664959,0.000577945,0.000002401598,0.000004805481,0.00002409456,0.0006981448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07368373,"threshold_uncertainty_score":0.9997806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956838353","doi":"10.1136/neurintsurg-2019-015091","title":"Prospective study on embolization of intracranial aneurysms with the pipeline device: the PREMIER study 1 year results","year":2019,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":303,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital","funders":"Medtronic","keywords":"Medicine; Embolization; Clinical endpoint; Surgery; Occlusion; Aneurysm; Stenosis; Prospective cohort study; Stroke (engine); Angiography; Internal carotid artery; Radiology; Randomized controlled trial","authors":[{"name":"Ricardó A. Hanel","is_ca":false},{"name":"David F. Kallmes","is_ca":false},{"name":"Demetrius K. Lopes","is_ca":false},{"name":"Peter Kim Nelson","is_ca":false},{"name":"Adnan H. Siddiqui","is_ca":false},{"name":"Pascal Jabbour","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"István Szikora","is_ca":false},{"name":"Osama O. Zaidat","is_ca":false},{"name":"Chetan Bettegowda","is_ca":false},{"name":"Geoffrey P. Colby","is_ca":false},{"name":"Maxim Mokin","is_ca":false},{"name":"Clemens M. Schirmer","is_ca":false},{"name":"Frank R Hellinger","is_ca":false},{"name":"Curtis A. Given","is_ca":false},{"name":"Timo Krings","is_ca":true},{"name":"Philipp Taussky","is_ca":false},{"name":"Gábor Tóth","is_ca":false},{"name":"Justin F. Fraser","is_ca":false},{"name":"Michael Chen","is_ca":false},{"name":"Ryan Priest","is_ca":false},{"name":"Peter Kan","is_ca":false},{"name":"David Fiorella","is_ca":false},{"name":"Don Frei","is_ca":false},{"name":"Beverly Aagaard‐Kienitz","is_ca":false},{"name":"Orlando Díaz","is_ca":false},{"name":"Adel M. Malek","is_ca":false},{"name":"C. Michael Cawley","is_ca":false},{"name":"Ajit S Puri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02766380374981485,"gpt":0.2910228395394405,"spread":0.2633590357896257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008021888,0.0001523249,0.0003681536,0.000142483,0.0001006735,0.00002899704,0.000160791,0.00002374668,0.00009648747],"category_scores_gemma":[0.0001697517,0.00007226709,0.0003029594,0.0003284042,0.00005337342,0.00009277868,0.0000294833,0.0003285351,0.00002360216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004809835,"about_ca_system_score_gemma":0.0001012561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001115001,"about_ca_topic_score_gemma":0.00001605434,"domain_scores_codex":[0.9979169,0.0002676958,0.0007573168,0.0001901783,0.0007382468,0.0001296046],"domain_scores_gemma":[0.9977562,0.0005752022,0.0007242417,0.0003126655,0.0005837878,0.00004786427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01291879,0.013762,0.965688,0.00004304717,0.0005726761,0.0004060782,0.001249984,0.0002081402,0.001204601,0.0003329291,0.00305821,0.0005555814],"study_design_scores_gemma":[0.002976565,0.006038177,0.9879811,0.0001354638,0.0003349341,0.0007556223,0.001314058,0.00005263358,0.0001253642,0.00005590928,0.0001629739,0.00006720386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949564,0.00002198939,0.00004320411,0.002924221,0.0002556378,0.001212223,0.00001388284,0.000009486953,0.0005629663],"genre_scores_gemma":[0.9987539,0.000003441153,0.00001603355,0.000129799,0.0002944104,0.00001328245,0.000006491171,0.00001932269,0.0007632875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02229313,"threshold_uncertainty_score":0.2946966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979307665","doi":"10.1136/neurintsurg-2019-015135","title":"Artificial intelligence to diagnose ischemic stroke and identify large vessel occlusions: a systematic review","year":2019,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":299,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Triage; Artificial intelligence; Stroke (engine); Convolutional neural network; Machine learning; Deep learning; Radiology; Computer science; Medical emergency","authors":[{"name":"Nick M. Murray","is_ca":false},{"name":"Mathias Unberath","is_ca":false},{"name":"Gregory D. Hager","is_ca":false},{"name":"Ferdinand Hui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09878117516006805,"gpt":0.38713626114345,"spread":0.2883550859833819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002972124,0.0005446034,0.005132787,0.0009770518,0.00006006037,0.00007879569,0.0003964533,0.0001578637,0.0005216681],"category_scores_gemma":[0.004816116,0.0004092347,0.003552089,0.0004965534,0.00004165705,0.0001852675,0.0005365197,0.0008862264,0.0003451374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124161,"about_ca_system_score_gemma":0.000330293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001197872,"about_ca_topic_score_gemma":3.859813e-7,"domain_scores_codex":[0.9932904,0.0004203159,0.004286566,0.0004715565,0.001134721,0.0003964134],"domain_scores_gemma":[0.9937037,0.001927134,0.003040947,0.0005771622,0.0003857013,0.0003653146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000270969,0.0003186064,0.00001920855,0.8100421,0.0008566173,0.000940882,0.00000519941,1.030916e-7,0.00000783268,0.00002692465,0.1648685,0.02288696],"study_design_scores_gemma":[0.00003651259,0.0001212823,0.00001334067,0.6371859,0.00646166,0.004278666,0.00001373038,0.000002094448,0.000004652009,0.000006667485,0.351674,0.0002014236],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001573199,0.9945701,0.0009486825,0.000725971,0.001115684,0.002195311,0.0001178014,0.00001771987,0.0001514333],"genre_scores_gemma":[0.00008040119,0.9962604,0.0001657584,0.0009877684,0.0003914273,0.00006791061,0.00005209896,0.00007837236,0.001915831],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1868055,"threshold_uncertainty_score":0.999836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940335714","doi":"10.1136/neurintsurg-2018-014678","title":"Efficacy of endovascular thrombectomy in patients with M2 segment middle cerebral artery occlusions: meta-analysis of data from the HERMES Collaboration","year":2019,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":290,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"National Institute for Health and Care Research","keywords":"Medicine; Middle cerebral artery; Modified Rankin Scale; Thrombolysis; Intracerebral hemorrhage; Occlusion; Stroke (engine); Endovascular treatment; Cerebral infarction; Internal medicine; Ischemic stroke; Cardiology; Surgery; Ischemia; Myocardial infarction; Subarachnoid hemorrhage; Aneurysm","authors":[{"name":"Bijoy K. Menon","is_ca":true},{"name":"Michael D. Hill","is_ca":true},{"name":"Antoni Dávalos","is_ca":false},{"name":"Yvo B.W.E.M. Roos","is_ca":false},{"name":"Bruce Campbell","is_ca":false},{"name":"Diederik W.J. Dippel","is_ca":false},{"name":"Françis Guillemin","is_ca":false},{"name":"Jeffrey L. Saver","is_ca":false},{"name":"Aad van der Lugt","is_ca":false},{"name":"Andrew M. Demchuk","is_ca":true},{"name":"Keith W. Muir","is_ca":false},{"name":"Scott Brown","is_ca":false},{"name":"Tudor G. Jovin","is_ca":false},{"name":"Peter Mitchell","is_ca":false},{"name":"Phil White","is_ca":false},{"name":"Serge Bracard","is_ca":false},{"name":"Mayank Goyal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1841380652131916,"gpt":0.3516916248339428,"spread":0.1675535596207512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001464912,0.0003798981,0.00509174,0.001022679,0.00002485201,0.00002569174,0.0006059892,0.00009986649,0.0008507593],"category_scores_gemma":[0.0003917803,0.000209909,0.00561521,0.00134464,0.00007184516,0.0002824694,0.0004109721,0.0004345695,0.000005286888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325784,"about_ca_system_score_gemma":0.000374065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003339331,"about_ca_topic_score_gemma":0.00002190934,"domain_scores_codex":[0.9942749,0.0006735966,0.00288595,0.0004284525,0.001548861,0.000188294],"domain_scores_gemma":[0.9920014,0.001991911,0.004226202,0.001217957,0.0004908579,0.00007166299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001307435,0.006011152,0.04652514,0.00932782,0.8753672,0.0003065718,0.0001008761,0.0002102865,0.000007965928,0.00001274854,0.03982119,0.02100164],"study_design_scores_gemma":[0.00264666,0.0004272665,0.1662962,0.01080559,0.7174991,0.00005282216,0.00006428012,0.00004658488,0.000006410476,0.000003328121,0.1018456,0.0003061715],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0588601,0.9374316,0.0001465066,0.00025682,0.000345573,0.001307331,0.001608926,0.000005147724,0.00003795225],"genre_scores_gemma":[0.04163112,0.9418814,0.001822901,0.0003769034,0.0004773717,0.00004124448,0.01305913,0.000204767,0.0005051258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1578681,"threshold_uncertainty_score":0.9315218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2473522608","doi":"10.1136/neurintsurg-2016-012515","title":"A population-based incidence of acute large vessel occlusions and thrombectomy eligible patients indicates significant potential for growth of endovascular stroke therapy in the USA","year":2016,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":253,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Stroke (engine); Population; Internal medicine; Cardiology; Emergency medicine","authors":[{"name":"Ansaar Rai","is_ca":false},{"name":"Aaron E Seldon","is_ca":false},{"name":"SoHyun Boo","is_ca":false},{"name":"Paul S Link","is_ca":false},{"name":"Jennifer Domico","is_ca":false},{"name":"Abdul Tarabishy","is_ca":false},{"name":"Noelle Lucke-Wold","is_ca":false},{"name":"Jeffrey Carpenter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01983922065294814,"gpt":0.2817564018683641,"spread":0.261917181215416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009795688,0.0001195696,0.0004365037,0.0003996096,0.00003760796,0.000008295506,0.0001503122,0.00003761228,0.00006075551],"category_scores_gemma":[0.0003979494,0.00006806102,0.0006066944,0.0001611812,0.00006259878,0.0001376857,0.00004848085,0.0001051962,3.935658e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003420569,"about_ca_system_score_gemma":0.00008698296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003901668,"about_ca_topic_score_gemma":0.000002585583,"domain_scores_codex":[0.9980374,0.0001261964,0.0008948859,0.000140711,0.0006355451,0.0001652426],"domain_scores_gemma":[0.9978206,0.0007719892,0.0008845881,0.0001350629,0.0003349988,0.00005273482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006771612,0.0008839813,0.9546936,0.0001110592,0.0003205916,0.00004464542,0.00002467939,0.000003893042,0.04113331,0.00006459593,0.001663585,0.0003788543],"study_design_scores_gemma":[0.003088623,0.0005846769,0.9855471,0.0005409697,0.0001690379,0.00003911411,0.00001595097,0.00004364699,0.009691585,0.0001475793,0.0000713187,0.00006041025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951929,0.00009576452,0.003023061,0.001083677,0.0001255376,0.0003386708,0.0001290698,0.000002445581,0.000008803603],"genre_scores_gemma":[0.9992363,0.0001827505,0.0003291915,0.0001411952,0.00004889719,0.000008777687,0.00001971117,0.00001215812,0.00002102535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03144173,"threshold_uncertainty_score":0.2775448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889046940","doi":"10.1136/neurintsurg-2018-014172","title":"Venous sinus stenting for idiopathic intracranial hypertension: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Krembil Foundation; University of Toronto","funders":"","keywords":"Medicine; Meta-analysis; Cardiology; Internal medicine","authors":[{"name":"Patrick Nicholson","is_ca":true},{"name":"Waleed Brinjikji","is_ca":true},{"name":"Ivan Radovanovic","is_ca":true},{"name":"Christopher Alan Hilditch","is_ca":true},{"name":"Anderson Chun On Tsang","is_ca":true},{"name":"Timo Krings","is_ca":true},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Stéphanie Lenck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1708915803685363,"gpt":0.3547768970068713,"spread":0.183885316638335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.004803622,0.0006437274,0.01972472,0.001175828,0.0001408324,0.00008842042,0.0002414605,0.0002274709,0.0002881718],"category_scores_gemma":[0.003279846,0.0004160512,0.02616005,0.000855858,0.0001054343,0.0001676642,0.0001070299,0.0006357848,0.00002011162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552864,"about_ca_system_score_gemma":0.0004695186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004789219,"about_ca_topic_score_gemma":0.000003304392,"domain_scores_codex":[0.9922952,0.0009127847,0.005012874,0.0005081837,0.0008853372,0.0003855991],"domain_scores_gemma":[0.9903845,0.001705086,0.005794934,0.0004852994,0.001331002,0.0002991676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002653705,0.0004955213,0.000001647245,0.8161002,0.1802835,0.0009780586,0.000003574652,8.035969e-8,6.45753e-7,0.000004247374,0.001196516,0.0009094115],"study_design_scores_gemma":[0.0001399011,0.0005476724,0.00001935292,0.2037174,0.7487131,0.04190191,0.00000236889,0.000004545989,1.413675e-7,0.00001664994,0.004711173,0.0002257827],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006657351,0.9967631,0.0001690851,0.0005262656,0.0003952696,0.001938937,0.0001162708,0.00001907613,0.000005461456],"genre_scores_gemma":[0.0002632609,0.9977728,0.0003415029,0.0005554007,0.0005535831,0.00007819078,0.00004884825,0.0001080744,0.0002784118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6123828,"threshold_uncertainty_score":0.9998291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256110463","doi":"10.1136/jnis.2009.000083","title":"Curative cerebrovascular reconstruction with the Pipeline embolization device: the emergence of definitive endovascular therapy for intracranial aneurysms","year":2009,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":216,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal University Hospital","funders":"","keywords":"Medicine; Embolization; Aneurysm; Radiology; Surgery; Occlusion; Endovascular treatment; Thrombosis","authors":[{"name":"David Fiorella","is_ca":false},{"name":"Pedro Lylyk","is_ca":false},{"name":"István Szikora","is_ca":false},{"name":"Michael Kelly","is_ca":true},{"name":"Felipe C. Albuquerque","is_ca":false},{"name":"Cameron G. McDougall","is_ca":false},{"name":"Peter Kim Nelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03507161804277457,"gpt":0.282779311910057,"spread":0.2477076938672824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000529261,0.0001581891,0.0003631908,0.0001276746,0.000188789,0.00002276128,0.0001242309,0.00003783594,0.0001248616],"category_scores_gemma":[0.000169558,0.0000805289,0.0008675739,0.0003051932,0.0001224967,0.0001670812,0.000007085465,0.0002035765,0.000001785056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001992421,"about_ca_system_score_gemma":0.0001335482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005415448,"about_ca_topic_score_gemma":0.000004990658,"domain_scores_codex":[0.9984086,0.0001771599,0.0006930079,0.0001511486,0.0004212387,0.0001488327],"domain_scores_gemma":[0.9975501,0.0004671119,0.0007444786,0.0001832831,0.001004128,0.00005084638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03717568,0.01546046,0.1037856,0.000642089,0.007928035,0.0008533856,0.002937858,0.002647756,0.1268654,0.05029631,0.03779748,0.61361],"study_design_scores_gemma":[0.007694765,0.008001944,0.9120361,0.001063384,0.001884011,0.03326519,0.001239324,0.002712251,0.01810815,0.00862394,0.004867529,0.0005033792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571676,0.0008433759,0.02693665,0.01379598,0.0003447979,0.0007102353,0.00002159924,0.00001305441,0.0001667217],"genre_scores_gemma":[0.9978408,0.0003964864,0.0006783307,0.0006196878,0.0003575482,0.00001584256,0.00002192133,0.00001399583,0.00005539284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8082506,"threshold_uncertainty_score":0.3283873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119567580","doi":"10.1136/jnis.2009.000083.rep","title":"Curative cerebrovascular reconstruction with the Pipeline embolization device: the emergence of definitive endovascular therapy for intracranial aneurysms","year":2018,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal University Hospital","funders":"","keywords":"Medicine; Embolization; Aneurysm; Radiology; Surgery; Occlusion; Endovascular treatment; Thrombosis","authors":[{"name":"David Fiorella","is_ca":false},{"name":"Pedro Lylyk","is_ca":false},{"name":"István Szikora","is_ca":false},{"name":"Michael Kelly","is_ca":true},{"name":"Felipe C. Albuquerque","is_ca":false},{"name":"Cameron G. McDougall","is_ca":false},{"name":"Peter Kim Nelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07264146811063114,"gpt":0.3266737633933344,"spread":0.2540322952827032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009504974,0.0003769413,0.001392032,0.0002673876,0.0002509105,0.00003783534,0.0002659615,0.0001170021,0.000221419],"category_scores_gemma":[0.0002980844,0.0001780595,0.003103224,0.0005177959,0.0003067305,0.0001524738,0.00002613568,0.0004312516,0.000007093128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004710279,"about_ca_system_score_gemma":0.0005113909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000669789,"about_ca_topic_score_gemma":0.000007431998,"domain_scores_codex":[0.9968507,0.0005159314,0.001531868,0.0002880814,0.0005971955,0.0002161967],"domain_scores_gemma":[0.9942641,0.001266036,0.002442816,0.0003521598,0.001602654,0.00007225231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002193347,0.002085988,0.0005671665,0.006389839,0.006718883,0.0001850054,0.0002330189,0.00001820903,0.00006756429,0.002074228,0.01350701,0.9659597],"study_design_scores_gemma":[0.003992138,0.005400597,0.004439598,0.02817864,0.014633,0.07319019,0.0004162923,0.0002633347,0.0002190259,0.001317833,0.8670601,0.0008892192],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004846221,0.9784564,0.01104241,0.001696942,0.001205859,0.002458536,0.000148948,0.00001942687,0.0001252028],"genre_scores_gemma":[0.00421704,0.9931985,0.0005679458,0.0001758898,0.001366154,0.0001279461,0.0001481012,0.0000710993,0.0001273108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9650705,"threshold_uncertainty_score":0.7261055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741675760","doi":"10.1136/neurintsurg-2017-013179","title":"Impact of balloon guide catheter on technical and clinical outcomes: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Modified Rankin Scale; Meta-analysis; Odds ratio; Thrombolysis; Stroke (engine); Randomized controlled trial; Surgery; Balloon; Internal medicine; Ischemic stroke; Myocardial infarction","authors":[{"name":"Waleed Brinjikji","is_ca":true},{"name":"Robert M. Starke","is_ca":false},{"name":"M. Hassan Murad","is_ca":false},{"name":"David Fiorella","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Mayank Goyal","is_ca":true},{"name":"David F. Kallmes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2765033465604561,"gpt":0.4889965152412167,"spread":0.2124931686807607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.005075379,0.0005014708,0.01667046,0.0008972117,0.00003293793,0.00003997577,0.0003001914,0.0001731939,0.0002593682],"category_scores_gemma":[0.00502446,0.000259943,0.03396635,0.000194911,0.0001434169,0.00009041614,0.0002167441,0.0007123146,0.000005757788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118165,"about_ca_system_score_gemma":0.0001998397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006701398,"about_ca_topic_score_gemma":8.500151e-7,"domain_scores_codex":[0.9922745,0.0007397446,0.005625194,0.0003789916,0.0007914029,0.0001901452],"domain_scores_gemma":[0.9882345,0.002682614,0.00768697,0.0008373314,0.0003056589,0.0002529941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002872125,0.0006385635,0.00158529,0.5569398,0.4200823,0.0004781892,6.29432e-7,7.038823e-8,8.306347e-8,0.000003736034,0.01873174,0.001510826],"study_design_scores_gemma":[0.0001692079,0.000561093,0.005432612,0.1096303,0.8625739,0.002498874,4.534163e-7,4.535316e-7,1.507925e-8,0.000001887033,0.01898068,0.0001505919],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007693107,0.9982072,0.00003593566,0.0003934534,0.00008742083,0.0009554668,0.00008977354,0.000005944991,0.0001479199],"genre_scores_gemma":[0.0002264301,0.9976997,0.0001312862,0.0002656173,0.00005754244,0.00002030805,0.00001995249,0.00003869249,0.001540513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4473096,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907594198","doi":"10.1136/neurintsurg-2018-014640","title":"Indications for thrombectomy in acute ischemic stroke from emergent large vessel occlusion (ELVO): report of the SNIS Standards and Guidelines Committee","year":2019,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Solitaire Cryptographic Algorithm; Stroke (engine); Randomized controlled trial; Stent; Acute stroke; Surgery; Endovascular treatment; Occlusion; Radiology; Ischemic stroke; Internal medicine; Ischemia; Modified Rankin Scale; Aneurysm","authors":[{"name":"Maxim Mokin","is_ca":false},{"name":"Sameer A. Ansari","is_ca":false},{"name":"Ryan McTaggart","is_ca":false},{"name":"Ketan R. Bulsara","is_ca":false},{"name":"Mayank Goyal","is_ca":true},{"name":"Michael Chen","is_ca":false},{"name":"Justin F. Fraser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03115120951649318,"gpt":0.3332154419304663,"spread":0.3020642324139731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00135453,0.0001391231,0.0005172031,0.0002403455,0.00004380723,0.00001154095,0.0001557678,0.00005501619,0.0002489145],"category_scores_gemma":[0.000747803,0.0001001369,0.000652441,0.0001626226,0.00004629962,0.0001261729,0.000208126,0.0002382425,0.00000104475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009386719,"about_ca_system_score_gemma":0.0002289206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002130032,"about_ca_topic_score_gemma":0.000007491708,"domain_scores_codex":[0.9973611,0.00005956202,0.001456582,0.0001896038,0.0007657893,0.0001674014],"domain_scores_gemma":[0.9974465,0.0003061267,0.001269255,0.0002962431,0.0006118369,0.00007003239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004032287,0.0003874184,0.5300539,0.0001469196,0.0005224314,0.0001756647,0.00004792962,0.000008656658,0.05169211,0.00003615811,0.4161953,0.0003303391],"study_design_scores_gemma":[0.002503635,0.0001976971,0.7995154,0.001523843,0.0004168123,0.001142134,0.0001347903,0.0002220063,0.009202045,0.00007819743,0.1849359,0.0001275888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869783,0.0007412141,0.001146725,0.009352717,0.0007709146,0.000352965,0.0004278757,0.000005175527,0.0002241406],"genre_scores_gemma":[0.9966233,0.0004384858,0.001142768,0.0004536481,0.0001610859,0.000005668197,0.00006066819,0.0000224945,0.001091865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2694615,"threshold_uncertainty_score":0.4083465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2513232611","doi":"10.1136/neurintsurg-2016-012494","title":"Admission CT perfusion may overestimate initial infarct core: the ghost infarct core concept","year":2016,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Core (optical fiber); Perfusion; Cardiology; Perfusion scanning; Internal medicine; Radiology; Optics","authors":[{"name":"Sandra Boned","is_ca":false},{"name":"Marina Padroni","is_ca":false},{"name":"Marta Rubiera","is_ca":false},{"name":"Alejandro Tomasello","is_ca":false},{"name":"Pilar Coscojuela","is_ca":false},{"name":"Nicolás Romero","is_ca":false},{"name":"Marián Muchada","is_ca":false},{"name":"David Rodríguez‐Luna","is_ca":false},{"name":"Alan Flores","is_ca":false},{"name":"Noelia Rodríguez","is_ca":false},{"name":"Jesús Juega","is_ca":false},{"name":"Jorge Pagola","is_ca":false},{"name":"José Álvarez‐Sabín","is_ca":false},{"name":"Carlos A. Molina","is_ca":false},{"name":"Marc Ribó","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06227569913318617,"gpt":0.3341164972745817,"spread":0.2718407981413956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009552758,0.0002519149,0.0005203424,0.0002911649,0.0001273605,0.00003720222,0.0002540392,0.00004866451,0.003885855],"category_scores_gemma":[0.001677907,0.0001323764,0.00103027,0.0001871862,0.0002135957,0.0002627721,0.0002528446,0.0004175908,0.00006798797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457385,"about_ca_system_score_gemma":0.0002319583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014377,"about_ca_topic_score_gemma":7.076069e-7,"domain_scores_codex":[0.9970765,0.0001285308,0.001176201,0.0002371794,0.001053285,0.0003283124],"domain_scores_gemma":[0.9968919,0.001189179,0.0009907285,0.0003183655,0.0003406384,0.0002692166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002223811,0.0005465716,0.1221851,0.0001268602,0.0003401151,0.003544846,0.00005105841,0.00001060395,0.04569328,0.0003110045,0.7902652,0.03470154],"study_design_scores_gemma":[0.004053515,0.001178673,0.6572367,0.005217655,0.000406535,0.01425127,0.00007941333,0.0001529466,0.007449424,0.0003247277,0.3092851,0.000364085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803841,0.0003600312,0.0004075624,0.01576603,0.001560844,0.0002289028,0.00004564141,0.00002727889,0.001219629],"genre_scores_gemma":[0.9940742,0.0001894499,0.0001544494,0.001848402,0.0008538828,0.000003804635,0.00001882994,0.00003941558,0.002817533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5350515,"threshold_uncertainty_score":0.9970247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088835090","doi":"10.1136/neurintsurg-2020-015877","title":"Review of current intracranial aneurysm flow diversion technology and clinical use","year":2020,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Aneurysm; Flow diverter; Stent; Radiology; Endovascular treatment; Surgery","authors":[{"name":"Sudeepta Dandapat","is_ca":false},{"name":"Alan Mendez‐Ruiz","is_ca":false},{"name":"Mario Martínez‐Galdámez","is_ca":false},{"name":"Juan Macho","is_ca":false},{"name":"Shahram Derakhshani","is_ca":false},{"name":"Gustavo Foa Torres","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Anıl Arat","is_ca":false},{"name":"Ajay K. Wakhloo","is_ca":false},{"name":"Santiago Ortega-Gutierrez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.129875744927133,"gpt":0.3911168362389159,"spread":0.2612410913117829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005536556,0.0003253653,0.002954892,0.0006642081,0.00005148033,0.0000181311,0.0001809458,0.000174332,0.0001690768],"category_scores_gemma":[0.00134302,0.0002390305,0.003297424,0.000572226,0.0001691726,0.0001424464,0.0001431441,0.001021391,0.00002290981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005543532,"about_ca_system_score_gemma":0.0004252097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.951091e-7,"about_ca_topic_score_gemma":1.774263e-7,"domain_scores_codex":[0.9959967,0.0003321803,0.002784428,0.0003094223,0.0004063547,0.0001709811],"domain_scores_gemma":[0.9957364,0.0009594111,0.002336659,0.0002374497,0.0005111605,0.0002188906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001159812,0.0009198446,0.00111361,0.06170292,0.0004186729,0.001729912,0.000001098336,1.688023e-8,0.000001426262,0.000120324,0.01131852,0.9225577],"study_design_scores_gemma":[0.000327912,0.0006573271,0.001323906,0.1710615,0.003717893,0.02064476,7.697749e-7,0.000005378496,2.770207e-7,0.00007170902,0.8020505,0.0001381087],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004344794,0.9963053,0.00008998799,0.001608517,0.001019204,0.0004244833,0.00009198679,0.00001653846,0.000009456221],"genre_scores_gemma":[0.00005589702,0.9986835,0.0003719701,0.0001774276,0.0005616057,0.000005000982,0.00007438936,0.00003173189,0.00003845548],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9224195,"threshold_uncertainty_score":0.9747382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200290719","doi":"10.1136/neurintsurg-2021-017963","title":"Predictors of futile recanalization after endovascular treatment in acute ischemic stroke: a meta-analysis","year":2021,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Endovascular treatment; Stroke (engine); Meta-analysis; Ischemic stroke; Cardiology; Internal medicine; Surgery; Ischemia; Aneurysm","authors":[{"name":"Gang Deng","is_ca":false},{"name":"Jun Xiao","is_ca":false},{"name":"Haihan Yu","is_ca":false},{"name":"Man Chen","is_ca":false},{"name":"Ke Shang","is_ca":false},{"name":"Chuan Qin","is_ca":false},{"name":"Dai-Shi Tian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08098288944838085,"gpt":0.3350936487512424,"spread":0.2541107593028615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001014887,0.0005257705,0.007448944,0.002451462,0.00001482113,0.00002505945,0.0001853616,0.0001860602,0.002092845],"category_scores_gemma":[0.0002385869,0.0003781554,0.02709786,0.001359688,0.00005403248,0.0001383393,0.0001121784,0.0004235173,0.000004751095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684072,"about_ca_system_score_gemma":0.0006161971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001920924,"about_ca_topic_score_gemma":0.000009538046,"domain_scores_codex":[0.9942169,0.0005520177,0.003397791,0.0004420172,0.001113583,0.0002777138],"domain_scores_gemma":[0.9955344,0.0005233189,0.002840657,0.0005378978,0.0003930819,0.0001706938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001954002,0.001542806,0.003889212,0.006717105,0.9363304,0.006639919,0.00002384777,0.00003294085,0.0000187999,0.000003452032,0.01924032,0.02536577],"study_design_scores_gemma":[0.0003152239,0.0001418136,0.0005827816,0.002277482,0.4914556,0.0008658721,0.000007329833,0.000005220351,0.00002822399,3.499687e-7,0.5041806,0.0001395332],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002053174,0.9962566,0.0003018297,0.000104479,0.0003585111,0.000446886,0.0002984912,0.000007324267,0.0001726511],"genre_scores_gemma":[0.001066641,0.9947198,0.0002873627,0.00004303426,0.0002103703,0.00007980748,0.0004638793,0.00006109603,0.003067994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4849402,"threshold_uncertainty_score":0.999867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3130411436","doi":"10.1136/neurintsurg-2021-017321","title":"A review of endovascular treatment for medium vessel occlusion stroke","year":2021,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Thrombolysis; Stroke (engine); Guideline; Endovascular treatment; Middle cerebral artery; Occlusion; Radiology; Ischemic stroke; Intensive care medicine; Cardiology; Ischemia; Pathology","authors":[{"name":"Johanna M. Ospel","is_ca":true},{"name":"Mayank Goyal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08905686011295971,"gpt":0.3658712553644792,"spread":0.2768143952515195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001471152,0.0004427777,0.004840607,0.0005803533,0.00003209764,0.00001286808,0.0002054131,0.0001309901,0.0004384042],"category_scores_gemma":[0.001319772,0.0003150287,0.01279733,0.0002741441,0.00004704828,0.00007648933,0.0001382572,0.0003256279,0.000005016265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462194,"about_ca_system_score_gemma":0.001058071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001752281,"about_ca_topic_score_gemma":1.627899e-7,"domain_scores_codex":[0.9951757,0.0002903777,0.003090587,0.0003252094,0.0008627569,0.0002554274],"domain_scores_gemma":[0.9940894,0.001210619,0.003320613,0.0004426453,0.0007497718,0.0001869681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007662232,0.001018164,0.00002464808,0.3450451,0.00459326,0.001428994,0.000002704538,1.852911e-7,0.00002248787,0.00001308522,0.2778784,0.3698963],"study_design_scores_gemma":[0.0004720619,0.000365333,0.00001804696,0.3347156,0.006403302,0.004221421,0.000002779131,5.126547e-7,0.0000240232,0.000001315653,0.6536682,0.0001074662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002067028,0.9964428,0.0004459541,0.0006311658,0.001189819,0.0009597747,0.0001730035,0.000007697276,0.0001291373],"genre_scores_gemma":[0.000001709974,0.9964603,0.0007364138,0.0003259603,0.0007271343,0.0000387515,0.0003567451,0.00006844135,0.001284602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3757898,"threshold_uncertainty_score":0.9999302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1899032111","doi":"10.1136/neurintsurg-2015-011984","title":"Initial hospital management of patients with emergent large vessel occlusion (ELVO): report of the standards and guidelines committee of the Society of NeuroInterventional Surgery","year":2015,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal University Hospital; University of Saskatchewan; University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Perfusion scanning; Revascularization; Embolectomy; Occlusion; Intensive care medicine; Radiology; Perfusion; Cardiology; Myocardial infarction; Pulmonary embolism","authors":[{"name":"Ryan McTaggart","is_ca":false},{"name":"Sameer A. Ansari","is_ca":false},{"name":"Mayank Goyal","is_ca":true},{"name":"Todd Abruzzo","is_ca":false},{"name":"Barb Albani","is_ca":false},{"name":"Adam S Arthur","is_ca":false},{"name":"Michael J. Alexander","is_ca":false},{"name":"Felipe C. Albuquerque","is_ca":false},{"name":"Blaise Baxter","is_ca":false},{"name":"Ketan R. Bulsara","is_ca":false},{"name":"Michael Chen","is_ca":false},{"name":"Josser E Delgado Almandoz","is_ca":false},{"name":"Justin F. Fraser","is_ca":false},{"name":"Donald Frei","is_ca":false},{"name":"Chirag D. Gandhi","is_ca":false},{"name":"D Heck","is_ca":false},{"name":"Steven W. Hetts","is_ca":false},{"name":"Muhammad Shazam Hussain","is_ca":false},{"name":"Michael Kelly","is_ca":true},{"name":"Richard Klucznik","is_ca":false},{"name":"Seon-Kyu Lee","is_ca":false},{"name":"Thabele Leslie-Mawzi","is_ca":false},{"name":"Philip M. Meyers","is_ca":false},{"name":"Charles J. Prestigiacomo","is_ca":false},{"name":"G. Lee Pride","is_ca":false},{"name":"Athos Patsalides","is_ca":false},{"name":"Robert M. Starke","is_ca":false},{"name":"Peter Sunenshine","is_ca":false},{"name":"Peter A. Rasmussen","is_ca":false},{"name":"Mahesh Jayaraman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03947307427480786,"gpt":0.3115584240568679,"spread":0.2720853497820601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002619022,0.0002128938,0.0007823634,0.0001675541,0.00005186066,0.000007073175,0.000249183,0.00005032292,0.00009256254],"category_scores_gemma":[0.0005927341,0.0001284663,0.002035525,0.0003227358,0.0002703064,0.0001482702,0.0005956548,0.0002398125,1.22869e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007792308,"about_ca_system_score_gemma":0.0002882846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001305013,"about_ca_topic_score_gemma":0.000001562605,"domain_scores_codex":[0.994388,0.0001856864,0.002610668,0.0002049679,0.002416316,0.0001943818],"domain_scores_gemma":[0.9928214,0.0002140143,0.003829018,0.0004114938,0.002620646,0.0001034386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009017336,0.001783814,0.7219588,0.001189038,0.001096164,0.0001202128,0.00005821813,0.00003514785,0.0002488916,0.00005139154,0.2722117,0.0003448199],"study_design_scores_gemma":[0.002101389,0.0005354458,0.9833152,0.004211126,0.0005697765,0.0003436283,0.0002357315,0.00004474531,0.001826028,0.00005982773,0.00664328,0.0001138301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942371,0.0004382356,0.0006145296,0.002764099,0.001215215,0.0003270513,0.0002761599,0.000004061304,0.0001235318],"genre_scores_gemma":[0.998874,0.0001288114,0.0004876761,0.000124843,0.0001005985,0.000002093187,0.00002805971,0.00002592333,0.0002279695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2655684,"threshold_uncertainty_score":0.5238702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792966296","doi":"10.1136/neurintsurg-2017-013707","title":"Management of tandem occlusions in acute ischemic stroke – intracranial versus extracranial first and extracranial stenting versus angioplasty alone: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; University of Alberta","funders":"","keywords":"Medicine; Angioplasty; Stroke (engine); Meta-analysis; Cardiology; Ischemic stroke; Internal medicine; Radiology; Ischemia","authors":[{"name":"Mitchell P. Wilson","is_ca":true},{"name":"M. Hassan Murad","is_ca":false},{"name":"Timo Krings","is_ca":true},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Cian O′Kelly","is_ca":true},{"name":"Jeremy Rempel","is_ca":true},{"name":"Christopher Alan Hilditch","is_ca":true},{"name":"Waleed Brinjikji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07764543112061488,"gpt":0.3388797831333121,"spread":0.2612343520126972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002833897,0.0007662501,0.009859863,0.001455132,0.00009866537,0.00006204136,0.000352298,0.0002274175,0.0003852752],"category_scores_gemma":[0.0005102427,0.0005770546,0.007662192,0.001015583,0.0001793679,0.0002552791,0.0005052001,0.0007652571,0.00000604699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072267,"about_ca_system_score_gemma":0.0001327927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005985738,"about_ca_topic_score_gemma":0.00001379761,"domain_scores_codex":[0.9923924,0.0004652134,0.004760368,0.0006634669,0.001264602,0.0004539557],"domain_scores_gemma":[0.9925611,0.001725759,0.004570535,0.0005369357,0.000337269,0.0002683994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009098502,0.0005112157,0.00007955189,0.6405395,0.347481,0.004944669,0.00001628766,8.15795e-7,0.000003121999,0.000007548616,0.003839316,0.001667041],"study_design_scores_gemma":[0.002320314,0.0003825241,0.0002972389,0.09883961,0.8860082,0.002593444,0.0000299659,0.00001438674,5.408582e-7,0.000001014401,0.009148481,0.000364277],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002428522,0.9943678,0.0001607028,0.0002788545,0.0006526206,0.001686581,0.0002397025,0.00001438818,0.0001707892],"genre_scores_gemma":[0.001549149,0.9964851,0.001011175,0.00004426627,0.0001935041,0.00006357527,0.00006520443,0.00007213933,0.0005158531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5416999,"threshold_uncertainty_score":0.9996681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025783441","doi":"10.1136/neurintsurg-2020-015889","title":"Predictors of poor clinical outcome despite complete reperfusion in acute ischemic stroke patients","year":2020,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Modified Rankin Scale; Thrombolysis; Stroke (engine); Logistic regression; Internal medicine; Cerebral infarction; Surgery; Cardiology; Ischemic stroke; Ischemia; Myocardial infarction","authors":[{"name":"Noel van Horn","is_ca":false},{"name":"Helge Kniep","is_ca":false},{"name":"Hannes Leischner","is_ca":false},{"name":"Rosalie McDonough","is_ca":false},{"name":"Milani Deb‐Chatterji","is_ca":false},{"name":"Gabriel Broocks","is_ca":false},{"name":"Götz Thomalla","is_ca":false},{"name":"Caspar Brekenfeld","is_ca":false},{"name":"Jens Fiehler","is_ca":false},{"name":"Uta Hanning","is_ca":false},{"name":"Fabian Flottmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07429609139112138,"gpt":0.3284468179535868,"spread":0.2541507265624655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008948272,0.0001775068,0.000914858,0.0003122341,0.00001693388,0.000009379141,0.0001850621,0.00007464555,0.0002305786],"category_scores_gemma":[0.001408316,0.0001513922,0.001387267,0.0002281035,0.00008081764,0.0001633199,0.0001887577,0.0005580647,0.0000123218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006538668,"about_ca_system_score_gemma":0.00008078201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002883443,"about_ca_topic_score_gemma":3.61714e-7,"domain_scores_codex":[0.9957597,0.0001515098,0.002808652,0.0002399715,0.0008288872,0.000211309],"domain_scores_gemma":[0.9973741,0.0004253941,0.001470007,0.0001630935,0.0003095077,0.000257867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001347706,0.0006109669,0.9091492,0.0001492849,0.0003235196,0.0004068842,0.000017149,0.000006032739,0.01103293,0.000001761831,0.07615806,0.0007964863],"study_design_scores_gemma":[0.002689292,0.001034909,0.9807057,0.0005001924,0.0002818297,0.0001301621,0.0000190196,0.0001612827,0.001117874,0.000001607847,0.01325486,0.0001032885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951825,0.00008586231,0.0002150812,0.003115578,0.0008372907,0.0001848634,0.00006716869,0.00001157209,0.0003000979],"genre_scores_gemma":[0.9974279,0.0000867146,0.0005061025,0.001377485,0.0003124256,0.000001345342,0.00003200822,0.00002591275,0.0002301091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07155646,"threshold_uncertainty_score":0.6173594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010469249","doi":"10.1136/neurintsurg-2019-015671.rep","title":"First-in-human, robotic-assisted neuroendovascular intervention","year":2020,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Neurovascular bundle; Stent; Fluoroscopy; Radiology; Aneurysm; Medical physics; Surgery","authors":[{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Nicole M Cancelliere","is_ca":true},{"name":"Patrick Nicholson","is_ca":true},{"name":"Ivan Radovanovic","is_ca":true},{"name":"Kaitlyn E Drake","is_ca":false},{"name":"John‐Michael Sungur","is_ca":false},{"name":"Timo Krings","is_ca":true},{"name":"Aquilla S Turk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05112719200801059,"gpt":0.2867640091134693,"spread":0.2356368171054587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002357044,0.0001552818,0.0004992882,0.0002731564,0.00006787679,0.00003346278,0.0001152065,0.00003692355,0.0005612712],"category_scores_gemma":[0.0002850248,0.0001375798,0.001551689,0.0003216173,0.00003813274,0.0001936898,0.00003623799,0.000324565,0.00003739291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000597862,"about_ca_system_score_gemma":0.00004439232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001019228,"about_ca_topic_score_gemma":0.000007156864,"domain_scores_codex":[0.9980072,0.0001237198,0.001084931,0.0001944792,0.0004032851,0.0001864151],"domain_scores_gemma":[0.9988015,0.0001725898,0.0004635798,0.0001317645,0.0002350997,0.0001954403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005980345,0.02069458,0.7865688,0.002935688,0.002194743,0.03856056,0.0003680321,0.003308693,0.06346744,0.007102133,0.05068059,0.0181384],"study_design_scores_gemma":[0.002075902,0.001010354,0.9858093,0.0006533461,0.0002344968,0.004656466,0.00002219614,0.0007174803,0.0004125366,0.0003784208,0.00389569,0.0001337778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768169,0.000429563,0.002317632,0.01958229,0.0004165908,0.0001861203,0.000003634048,0.00003008337,0.0002171962],"genre_scores_gemma":[0.9984276,0.00004526489,0.0002565451,0.0006764677,0.0003354328,0.000004924357,0.00001860531,0.00002302188,0.0002121268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1992406,"threshold_uncertainty_score":0.6145526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953950059","doi":"10.1136/neurintsurg-2018-014516","title":"Mechanical thrombectomy for basilar artery occlusion: efficacy, outcomes, and futile recanalization in comparison with the anterior circulation","year":2019,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Modified Rankin Scale; Occlusion; Odds ratio; Confidence interval; Stroke (engine); Randomized controlled trial; Basilar artery; Surgery; Internal medicine; Cardiology; Ischemic stroke; Ischemia","authors":[{"name":"Thomas R. Meinel","is_ca":false},{"name":"Johannes Kaesmacher","is_ca":false},{"name":"Panagiotis Chaloulos-Iakovidis","is_ca":false},{"name":"Leonidas D Panos","is_ca":false},{"name":"Pasquale Mordasini","is_ca":false},{"name":"Pascal J. Mosimann","is_ca":false},{"name":"Patrik Michel","is_ca":false},{"name":"Steven Hajdu","is_ca":false},{"name":"Marc Ribó","is_ca":false},{"name":"Manuel Requena","is_ca":false},{"name":"Christian Maegerlein","is_ca":false},{"name":"Benjamin Friedrich","is_ca":false},{"name":"Vincent Costalat","is_ca":false},{"name":"Amel Benali","is_ca":false},{"name":"Laurent Pierot","is_ca":false},{"name":"Matthias Gawlitza","is_ca":false},{"name":"Joanna D. Schaafsma","is_ca":true},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Jan Gralla","is_ca":false},{"name":"Urs Fischer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.030887647359698,"gpt":0.2968910270442246,"spread":0.2660033796845266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007700265,0.0001168375,0.0004599231,0.0002092161,0.00003549631,0.00002608912,0.00006579071,0.00003720048,0.0001170283],"category_scores_gemma":[0.0001330218,0.00007364101,0.0003022536,0.0001408464,0.00002747171,0.0001093825,0.00004415496,0.0001717947,0.000002557158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006822175,"about_ca_system_score_gemma":0.00005537699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002829616,"about_ca_topic_score_gemma":0.000005723179,"domain_scores_codex":[0.9985812,0.00008304019,0.0006616066,0.0001540585,0.0003854357,0.0001346236],"domain_scores_gemma":[0.9986481,0.0005317093,0.0004964781,0.0001318869,0.0001351187,0.00005672134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001255742,0.0003766465,0.9755864,0.0001940944,0.0002447875,0.00009669369,0.00004738558,0.0001087085,0.005432578,0.00008352447,0.0150042,0.001569245],"study_design_scores_gemma":[0.0020423,0.0003203268,0.9915265,0.0007190572,0.0001250452,0.0006960542,0.00006498308,0.002075785,0.0001685884,0.00002382953,0.002162902,0.00007457849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897993,0.0001822674,0.004539049,0.0046893,0.0003120814,0.0004116886,0.000004068167,0.000006975183,0.00005526094],"genre_scores_gemma":[0.9990101,0.00001847012,0.0002968744,0.000409758,0.00008861807,0.000003319945,0.00001219659,0.00001620153,0.0001444811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01594016,"threshold_uncertainty_score":0.3002993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792154603","doi":"10.1136/neurintsurg-2017-013724","title":"Association of follow-up infarct volume with functional outcome in acute ischemic stroke: a pooled analysis of seven randomized trials","year":2018,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; Foothills Medical Centre; Montreal Neurological Institute and Hospital","funders":"National Institute for Health and Care Research; Medtronic","keywords":"Medicine; Modified Rankin Scale; Stroke (engine); Internal medicine; Randomized controlled trial; Ischemic stroke; Cardiology; Ischemia","authors":[{"name":"Anna M.M. Boers","is_ca":false},{"name":"Ivo G.H. Jansen","is_ca":false},{"name":"Ludo F.M. Beenen","is_ca":false},{"name":"Thomas Devlin","is_ca":false},{"name":"Luís San Román","is_ca":false},{"name":"Ji Hoe Heo","is_ca":false},{"name":"Marc Ribó","is_ca":false},{"name":"Scott Brown","is_ca":false},{"name":"Mohammed Almekhlafi","is_ca":false},{"name":"David S. Liebeskind","is_ca":false},{"name":"Jeanne Teitelbaum","is_ca":true},{"name":"Hester F. Lingsma","is_ca":false},{"name":"Wim H. van Zwam","is_ca":false},{"name":"Patricia Cuadras","is_ca":false},{"name":"Richard du Mesnil de Rochemont","is_ca":false},{"name":"Marine Beaumont","is_ca":false},{"name":"Martin M. Brown","is_ca":false},{"name":"Albert J. Yoo","is_ca":false},{"name":"Robert J. van Oostenbrugge","is_ca":false},{"name":"Bijoy K. Menon","is_ca":true},{"name":"Geoffrey A. Donnan","is_ca":false},{"name":"J.‐L. Mas","is_ca":false},{"name":"Yvo B.W.E.M. Roos","is_ca":false},{"name":"Catherine Oppenheim","is_ca":false},{"name":"Aad van der Lugt","is_ca":false},{"name":"Richard Dowling","is_ca":false},{"name":"Michael D. Hill","is_ca":true},{"name":"Antoni Dávalos","is_ca":false},{"name":"Thierry Moulin","is_ca":false},{"name":"Nelly Agrinier","is_ca":false},{"name":"Andrew M. Demchuk","is_ca":true},{"name":"Demetrius K. Lopes","is_ca":false},{"name":"Lucía Aja Rodríguez","is_ca":false},{"name":"Diederik W.J. Dippel","is_ca":false},{"name":"Bruce Campbell","is_ca":false},{"name":"Peter Mitchell","is_ca":false},{"name":"Fahad Al-Ajlan","is_ca":false},{"name":"Tudor G. Jovin","is_ca":false},{"name":"Jeremy Madigan","is_ca":false},{"name":"Gregory W. Albers","is_ca":false},{"name":"Sébastien Soize","is_ca":false},{"name":"Françis Guillemin","is_ca":false},{"name":"Vivek K. Reddy","is_ca":false},{"name":"Serge Bracard","is_ca":false},{"name":"Jordi Blasco","is_ca":false},{"name":"Keith W. Muir","is_ca":false},{"name":"Raul G. Nogueira","is_ca":false},{"name":"Phil White","is_ca":false},{"name":"Mayank Goyal","is_ca":true},{"name":"Stephen M. Davis","is_ca":false},{"name":"Henk A. Marquering","is_ca":false},{"name":"Charles B.L.M. Majoie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04065824290851724,"gpt":0.3095568277651423,"spread":0.2688985848566251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008510928,0.0002015695,0.003150108,0.001852459,0.00002109132,0.00001341525,0.0001242536,0.00009220505,0.001290002],"category_scores_gemma":[0.005772595,0.0001497559,0.003640665,0.0009523671,0.000114763,0.000200864,0.0000613879,0.0002980428,0.000004449348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249027,"about_ca_system_score_gemma":0.0002004259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002985818,"about_ca_topic_score_gemma":0.00001443831,"domain_scores_codex":[0.9940762,0.0006592794,0.003526915,0.0002016782,0.001317531,0.000218384],"domain_scores_gemma":[0.9909885,0.002558963,0.005047932,0.0002005683,0.001107774,0.00009625696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09194002,0.0005160124,0.8022977,0.0001125455,0.03706085,0.00008354876,0.000053493,0.0000662076,0.01811975,0.000008584379,0.04943807,0.0003032813],"study_design_scores_gemma":[0.07981391,0.0005712468,0.8826963,0.0005810219,0.03034177,0.0001422958,0.00006824923,0.0007548532,0.003293943,0.00001713966,0.001547919,0.0001714041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933051,0.0001053303,0.003333354,0.001882226,0.0005558491,0.0003076099,0.00008169528,0.000007075035,0.000421701],"genre_scores_gemma":[0.9925308,0.00003626777,0.0005427417,0.0001513155,0.0001919934,0.000008143183,0.00005467044,0.00001947777,0.006464554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08039861,"threshold_uncertainty_score":0.9996229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800475142","doi":"10.1136/neurintsurg-2018-013834","title":"Direct mechanical thrombectomy in tPA-ineligible and -eligible patients versus the bridging approach: a meta-analysis","year":2018,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University Health Network; University of Calgary","funders":"","keywords":"Medicine; Odds ratio; Modified Rankin Scale; Thrombolysis; Confidence interval; Meta-analysis; Internal medicine; Intracerebral hemorrhage; Stroke (engine); Cardiology; Surgery; Ischemic stroke; Subarachnoid hemorrhage; Ischemia; Myocardial infarction","authors":[{"name":"Johannes Kaesmacher","is_ca":false},{"name":"Pasquale Mordasini","is_ca":false},{"name":"Marcel Arnold","is_ca":false},{"name":"Elena López‐Cancio","is_ca":false},{"name":"Neus Cerdá","is_ca":false},{"name":"Tobias Boeckh‐Behrens","is_ca":false},{"name":"Justus F. Kleine","is_ca":false},{"name":"Mayank Goyal","is_ca":true},{"name":"Michael D. Hill","is_ca":true},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Jeffrey L. Saver","is_ca":false},{"name":"Jan Gralla","is_ca":false},{"name":"Urs Fischer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1914027606839858,"gpt":0.3685367939346587,"spread":0.1771340332506729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002333076,0.00046325,0.00458739,0.001402065,0.00006132553,0.00007616285,0.0003022985,0.0001351477,0.0001776412],"category_scores_gemma":[0.0007575281,0.0002682351,0.009516059,0.001113296,0.00009766348,0.0001435339,0.0003064887,0.0006948219,0.00000964143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732717,"about_ca_system_score_gemma":0.0002000835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001218993,"about_ca_topic_score_gemma":0.000003870934,"domain_scores_codex":[0.9955673,0.0004546318,0.002169217,0.0004712407,0.001002775,0.0003347925],"domain_scores_gemma":[0.9960317,0.001223272,0.001902758,0.0004261679,0.0002554234,0.0001607016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001217617,0.003522834,0.002240458,0.01986923,0.6521916,0.0008465662,0.00005803652,0.00005601505,0.000003663636,0.0001075382,0.2854486,0.03443783],"study_design_scores_gemma":[0.001288336,0.0003229204,0.001232354,0.002695799,0.5264794,0.0005182315,0.00001185902,0.000267959,0.00000393146,0.0000154572,0.4667501,0.0004136131],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0013544,0.9957551,0.0003893077,0.0002752244,0.0004942227,0.0005523923,0.000046278,0.0000149121,0.001118187],"genre_scores_gemma":[0.00403071,0.9937654,0.000625322,0.0001538348,0.0004406175,0.00003994217,0.0000982076,0.00007896017,0.0007670691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1813015,"threshold_uncertainty_score":0.999977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2762119798","doi":"10.1136/neurintsurg-2017-013316","title":"Acute ischemic stroke with tandem lesions: technical endovascular management and clinical outcomes from the ESCAPE trial","year":2017,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa; Health Sciences Centre; Sunnybrook Health Science Centre; Dalhousie University; Université de Montréal; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Ischemic stroke; Stroke (engine); Clinical trial; Acute stroke; Endovascular treatment; Surgery; Cardiology; Internal medicine; Ischemia; Aneurysm","authors":[{"name":"Zarina Assis","is_ca":true},{"name":"Bijoy K. Menon","is_ca":true},{"name":"Mayank Goyal","is_ca":true},{"name":"Andrew M. Demchuk","is_ca":true},{"name":"Jai Shankar","is_ca":true},{"name":"Jeremy Rempel","is_ca":true},{"name":"Daniel Roy","is_ca":true},{"name":"Alexander Y Poppe","is_ca":true},{"name":"Victor X. D. Yang","is_ca":true},{"name":"Cheemun Lum","is_ca":true},{"name":"Dar Dowlatshahi","is_ca":true},{"name":"John Thornton","is_ca":false},{"name":"Hana Choe","is_ca":false},{"name":"Paul Burns","is_ca":false},{"name":"Donald Frei","is_ca":false},{"name":"Blaise Baxter","is_ca":false},{"name":"Michael D. Hill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06252677342943344,"gpt":0.3365717847366902,"spread":0.2740450113072568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001495236,0.0002167588,0.0007557076,0.0001166264,0.0002106273,0.0001251813,0.0003974853,0.00007759792,0.0001654742],"category_scores_gemma":[0.0006971121,0.0001231669,0.001467258,0.00004401289,0.0002724442,0.0002119093,0.0003795141,0.0005971062,0.00000809227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004611626,"about_ca_system_score_gemma":0.00006890119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007497165,"about_ca_topic_score_gemma":0.000003502698,"domain_scores_codex":[0.9972667,0.000131372,0.001186893,0.000294479,0.0008996614,0.0002209442],"domain_scores_gemma":[0.9968008,0.001029501,0.001196626,0.0006677375,0.0001313731,0.0001739035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01553843,0.001000275,0.7649755,0.00003825986,0.007163142,0.003914691,0.000006626967,7.329745e-7,0.0004641265,0.00005956141,0.1942125,0.01262611],"study_design_scores_gemma":[0.02044208,0.0005522452,0.9477606,0.0005485116,0.002065652,0.0009306604,0.00003529092,0.000007960596,0.00007511455,0.00002786899,0.02743043,0.0001235697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988305,0.0004267102,0.0009798355,0.007476505,0.0008546008,0.0004495479,0.00002091411,0.00001794541,0.001468949],"genre_scores_gemma":[0.9928426,0.00111074,0.002527156,0.0007995464,0.0007675762,0.00001126366,0.00001126709,0.00003335897,0.001896526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1827851,"threshold_uncertainty_score":0.5022601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896741019","doi":"10.1136/neurintsurg-2018-014249","title":"Mothership versus drip and ship for thrombectomy in patients who had an acute stroke: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Medicine; Thrombolysis; Stroke (engine); Relative risk; Meta-analysis; Modified Rankin Scale; Internal medicine; Occlusion; Surgery; Ischemic stroke; Myocardial infarction; Confidence interval; Ischemia","authors":[{"name":"Mohammad Ismail","is_ca":false},{"name":"Xavier Armoiry","is_ca":false},{"name":"Noam Tau","is_ca":true},{"name":"François Zhu","is_ca":false},{"name":"Udi Sadeh-Gonik","is_ca":false},{"name":"Michel Piotin","is_ca":false},{"name":"Raphaël Blanc","is_ca":false},{"name":"Mikaël Mazighi","is_ca":false},{"name":"Serge Bracard","is_ca":false},{"name":"René Anxionnat","is_ca":false},{"name":"Emmanuelle Schmitt","is_ca":false},{"name":"Gioia Mione","is_ca":false},{"name":"Lisa Humbertjean","is_ca":false},{"name":"Jean‐Christophe Lacour","is_ca":false},{"name":"Sébastien Richard","is_ca":false},{"name":"Charlotte Barbier","is_ca":false},{"name":"Bertrand Lapergue","is_ca":false},{"name":"Benjamin Gory","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1721158208040275,"gpt":0.3859909503883874,"spread":0.2138751295843599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00258966,0.0005076138,0.009151885,0.00114355,0.00003901517,0.00006835769,0.0002183095,0.0001356365,0.0001623863],"category_scores_gemma":[0.0009640504,0.0003406595,0.006642096,0.0004624344,0.00008216954,0.0002383111,0.0001062668,0.0003990723,0.000002946449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463384,"about_ca_system_score_gemma":0.000109915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003130485,"about_ca_topic_score_gemma":0.000005014654,"domain_scores_codex":[0.9950869,0.000639792,0.002841678,0.000459704,0.0006881673,0.00028374],"domain_scores_gemma":[0.9946759,0.001226469,0.003067045,0.0004269842,0.0003718792,0.0002317539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002135214,0.0003677336,0.0003950234,0.7340638,0.2557753,0.0001126378,0.00001066038,6.644625e-8,7.216205e-8,0.00001130839,0.008508645,0.0005412553],"study_design_scores_gemma":[0.0008934758,0.0008670777,0.0007202326,0.07350815,0.9074704,0.0002269083,0.000006665129,0.000004349028,1.258567e-7,0.000005057593,0.01605398,0.0002435826],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005009128,0.9966956,0.00006951652,0.0002678558,0.0001788476,0.00203678,0.0002043516,0.000007328882,0.00003874946],"genre_scores_gemma":[0.0001638287,0.9978291,0.0002647225,0.0003867823,0.0001120884,0.000111733,0.0001159418,0.00006969558,0.000946144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6605556,"threshold_uncertainty_score":0.9999045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2226468173","doi":"10.1136/neurintsurg-2015-011968","title":"Histological examination of vascular damage caused by stent retriever thrombectomy devices","year":2015,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Stent; Labrador Retriever; Radiology; Surgery","authors":[{"name":"Daisuke Arai","is_ca":false},{"name":"Akira Ishii","is_ca":false},{"name":"Hideo Chihara","is_ca":false},{"name":"Hiroyuki Ikeda","is_ca":false},{"name":"Susumu Miyamoto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05116069799176586,"gpt":0.2812661980550835,"spread":0.2301055000633176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001048669,0.0001224503,0.0005074507,0.0002055832,0.00002214379,0.00001537878,0.00008504772,0.00004984766,0.0003490663],"category_scores_gemma":[0.0005934745,0.00009600949,0.00119746,0.000167213,0.0000768871,0.0002218332,0.00003202313,0.0001653733,0.00000700991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008753443,"about_ca_system_score_gemma":0.0001661337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006858859,"about_ca_topic_score_gemma":0.00000150707,"domain_scores_codex":[0.9977967,0.0002714531,0.0007779085,0.0001363498,0.0008852211,0.0001324094],"domain_scores_gemma":[0.9982695,0.0001910828,0.0005545568,0.0001509951,0.0005993269,0.0002345611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004714222,0.00404937,0.8848903,0.0005863441,0.001253284,0.000480195,0.0001299034,0.00003364239,0.01281349,0.0001044931,0.09219405,0.002993489],"study_design_scores_gemma":[0.001293338,0.0005098661,0.9904559,0.0003155739,0.0003004061,0.0004142959,0.000110478,0.00002735064,0.001166057,0.00003582529,0.005282033,0.00008890556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974907,0.00127546,0.0002198066,0.0002986345,0.0003807178,0.00009390005,0.00001345017,0.00001031184,0.0002170373],"genre_scores_gemma":[0.9993574,0.00006405521,0.0000397964,0.0001494593,0.0001236293,0.000001222538,0.0000365609,0.00001336682,0.0002145227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1055656,"threshold_uncertainty_score":0.3915153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790502266","doi":"10.1136/neurintsurg-2017-013701","title":"Treatment of blood blister aneurysms of the internal carotid artery with flow diversion","year":2018,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Internal carotid artery; Aneurysm; Modified Rankin Scale; Embolization; Occlusion; Surgery; Blood flow; Radiology; Cardiology; Ischemic stroke; Ischemia","authors":[{"name":"Maxim Mokin","is_ca":false},{"name":"Angel G. Chinea","is_ca":false},{"name":"Christopher T. Primiani","is_ca":false},{"name":"Zeguang Ren","is_ca":false},{"name":"Peter Kan","is_ca":false},{"name":"Visish M. Srinivasan","is_ca":false},{"name":"Ricardó A. Hanel","is_ca":false},{"name":"Pedro Aguilar‐Salinas","is_ca":false},{"name":"Aquilla S Turk","is_ca":false},{"name":"Raymond D Turner","is_ca":false},{"name":"M Imran Chaudry","is_ca":false},{"name":"Andrew J. Ringer","is_ca":false},{"name":"Babu G. Welch","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Leonardo Renieri","is_ca":true},{"name":"Mariangela Piano","is_ca":false},{"name":"Lucas Elijovich","is_ca":false},{"name":"Adam S Arthur","is_ca":false},{"name":"Ahmed Cheema","is_ca":false},{"name":"Demetrius K. Lopes","is_ca":false},{"name":"Ahmed Saied","is_ca":false},{"name":"Blaise Baxter","is_ca":false},{"name":"Harris Hawk","is_ca":false},{"name":"Ajit S Puri","is_ca":false},{"name":"Ajay K. Wakhloo","is_ca":false},{"name":"Hussain Shallwani","is_ca":false},{"name":"Elad I. Levy","is_ca":false},{"name":"Adnan H. Siddiqui","is_ca":false},{"name":"Guilherme Dabus","is_ca":false},{"name":"Italo Linfante","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02917656317089031,"gpt":0.2570467655362699,"spread":0.2278702023653796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001002033,0.0001318246,0.0003820676,0.0001751768,0.00005975249,0.000009605136,0.0001093078,0.0000293474,0.0002772301],"category_scores_gemma":[0.00003462668,0.0000719388,0.0008168241,0.0001637077,0.0001916934,0.0001003916,0.00002884234,0.00008991181,0.000005065122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003230092,"about_ca_system_score_gemma":0.00009943193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000160185,"about_ca_topic_score_gemma":0.000006517304,"domain_scores_codex":[0.9986359,0.00007891983,0.0006365551,0.0001172081,0.0004114349,0.0001199687],"domain_scores_gemma":[0.9983851,0.0001504557,0.0006780524,0.0002062708,0.0005080511,0.00007202966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003364711,0.007151802,0.8924159,0.0001616198,0.0009760979,0.0006293101,0.000234297,0.00001437372,0.09039439,0.0001566036,0.002137478,0.002363428],"study_design_scores_gemma":[0.002353683,0.007204576,0.9213778,0.0007028126,0.001019934,0.01534658,0.00003476093,0.00005541342,0.05112093,0.00009921395,0.0005928515,0.0000913911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976756,0.00008481478,0.0001444448,0.001176803,0.0004288873,0.0001329202,0.0000246423,0.000004510592,0.0003273723],"genre_scores_gemma":[0.9985958,0.00002717708,0.0002325324,0.00006318095,0.0003079438,0.000001905377,0.000005014514,0.00001179777,0.000754668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03927346,"threshold_uncertainty_score":0.3035475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967578066","doi":"10.1136/neurintsurg-2019-015237","title":"Mechanical thrombectomy in patients with acute ischemic stroke and ASPECTS ≤6: a meta-analysis","year":2019,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Modified Rankin Scale; Thrombolysis; Odds ratio; Stroke (engine); Odds; Internal medicine; Meta-analysis; Cerebral infarction; Surgery; Ischemic stroke; Logistic regression; Myocardial infarction; Ischemia","authors":[{"name":"Fédérico Cagnazzo","is_ca":false},{"name":"Imad Derraz","is_ca":false},{"name":"Cyril Dargazanli","is_ca":false},{"name":"Pierre-Henri Lefèvre","is_ca":false},{"name":"Grégory Gascou","is_ca":false},{"name":"Carlos Riquelme","is_ca":false},{"name":"Alain Bonafé","is_ca":false},{"name":"Vincent Costalat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08615971826355484,"gpt":0.3322216235785506,"spread":0.2460619053149958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008338973,0.0005273485,0.006697574,0.001782181,0.00001977283,0.00004545849,0.0002102877,0.0001672814,0.0008476151],"category_scores_gemma":[0.0001551339,0.0003327089,0.008359151,0.0007573976,0.00005203112,0.0001887994,0.0001941564,0.000950214,0.00002116578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001823905,"about_ca_system_score_gemma":0.0002902636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003787198,"about_ca_topic_score_gemma":0.00000230966,"domain_scores_codex":[0.9957668,0.0002466241,0.002036276,0.0004858712,0.001151467,0.0003129319],"domain_scores_gemma":[0.9961975,0.0006742105,0.002270773,0.0004020351,0.0002602731,0.0001951848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007615655,0.001867077,0.009211608,0.0129656,0.9086197,0.002897334,0.000007519539,0.000002629567,0.000005199022,0.00003018571,0.04376762,0.01986394],"study_design_scores_gemma":[0.001159441,0.0005339821,0.009592891,0.003085404,0.6777192,0.001058592,0.000003005693,0.000003476452,0.000002387718,0.000002673703,0.3065231,0.0003159203],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01082174,0.9871097,0.0001232982,0.0002144032,0.0002545123,0.000755485,0.0001523279,0.00001207586,0.0005564485],"genre_scores_gemma":[0.00614003,0.988791,0.0007382709,0.0002069609,0.0002052496,0.0000301724,0.0002600413,0.0001417925,0.003486464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2627554,"threshold_uncertainty_score":0.9999125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221009727","doi":"10.1136/neurintsurg-2021-018501","title":"Prospective study on embolization of intracranial aneurysms with the pipeline device (PREMIER study): 3-year results with the application of a flow diverter specific occlusion classification","year":2022,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital","funders":"Genentech; Cardinal Health; Claret Medical; Stryker; Boston Scientific Corporation; Medtronic","keywords":"Medicine; Occlusion; Aneurysm; Embolization; Radiology; Flow diverter; Surgery; Prospective cohort study","authors":[{"name":"Ricardó A. Hanel","is_ca":false},{"name":"Gustavo M Cortez","is_ca":false},{"name":"Demetrius K. Lopes","is_ca":false},{"name":"Peter K. Nelson","is_ca":false},{"name":"Adnan H. Siddiqui","is_ca":false},{"name":"Pascal Jabbour","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"István Szikora","is_ca":false},{"name":"Osama O. Zaidat","is_ca":false},{"name":"Chetan Bettegowda","is_ca":false},{"name":"Geoffrey P. Colby","is_ca":false},{"name":"Maxim Mokin","is_ca":false},{"name":"Clemens M. Schirmer","is_ca":false},{"name":"Frank R Hellinger","is_ca":false},{"name":"Curtis A. Given","is_ca":false},{"name":"Timo Krings","is_ca":true},{"name":"Philipp Taussky","is_ca":false},{"name":"Gábor Tóth","is_ca":false},{"name":"Justin F. Fraser","is_ca":false},{"name":"Michael Chen","is_ca":false},{"name":"Ryan Priest","is_ca":false},{"name":"Peter Kan","is_ca":false},{"name":"David Fiorella","is_ca":false},{"name":"Donald Frei","is_ca":false},{"name":"Beverly Aagaard‐Kienitz","is_ca":false},{"name":"Orlando Díaz","is_ca":false},{"name":"Adel M. Malek","is_ca":false},{"name":"C. Michael Cawley","is_ca":false},{"name":"Ajit S Puri","is_ca":false},{"name":"David F. Kallmes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03073017740669895,"gpt":0.2748224422230734,"spread":0.2440922648163744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000925559,0.0001679067,0.0003743207,0.0002156947,0.0003076758,0.00001950294,0.0002129696,0.00001997475,0.00005167761],"category_scores_gemma":[0.0000533829,0.00008789905,0.0002293608,0.0006235681,0.00008991267,0.00009594537,0.00006285249,0.0003672752,0.000002530244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102798,"about_ca_system_score_gemma":0.00009940592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000016492,"about_ca_topic_score_gemma":0.00002306487,"domain_scores_codex":[0.9972883,0.0004151785,0.0008238181,0.0002553278,0.00109608,0.0001212913],"domain_scores_gemma":[0.9971343,0.0004380753,0.001260128,0.0003695987,0.0007539433,0.00004395942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08286624,0.04907972,0.8138661,0.0001337701,0.001200596,0.0006278786,0.006610811,0.003495618,0.02234124,0.001151068,0.009419203,0.009207726],"study_design_scores_gemma":[0.003165988,0.006817488,0.9839351,0.00006904946,0.0003802534,0.000817473,0.00319498,0.0009630126,0.0001647428,0.00004419802,0.0003589231,0.00008877446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919484,0.00003122287,0.002449211,0.003788233,0.0001039077,0.001467002,0.000046503,0.00001047587,0.000155059],"genre_scores_gemma":[0.9994276,0.000005942748,0.0000745559,0.00008848812,0.0001750456,0.00006366454,0.0000365684,0.00002197058,0.0001061463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.170069,"threshold_uncertainty_score":0.3584419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896025033","doi":"10.1136/neurintsurg-2018-014246","title":"Towards the Clinical utility of CFD for assessment of intracranial aneurysm rupture – a systematic review and novel parameter-ranking tool","year":2018,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Heart and Stroke Foundation of Canada","keywords":"Computational fluid dynamics; Medicine; Solver; Ranking (information retrieval); Population; Shear stress; Aneurysm; Surgery; Computer science; Artificial intelligence; Mechanics","authors":[{"name":"Li Liang","is_ca":true},{"name":"David A. Steinman","is_ca":true},{"name":"Olivier Brina","is_ca":true},{"name":"Christophe Chnafa","is_ca":true},{"name":"Nicole M Cancelliere","is_ca":true},{"name":"Vítor Mendes Pereira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1895335409957229,"gpt":0.4251593209713086,"spread":0.2356257799755857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004003785,0.000358315,0.004764625,0.0002067064,0.00007355477,0.0000260297,0.0002885255,0.0001713005,0.00008493568],"category_scores_gemma":[0.002382767,0.0002009757,0.00483219,0.0002446236,0.0002349767,0.00009084607,0.00007779467,0.0005752413,9.811713e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004019035,"about_ca_system_score_gemma":0.0006452765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002850487,"about_ca_topic_score_gemma":8.820539e-7,"domain_scores_codex":[0.9934003,0.0006209931,0.00488445,0.0002933325,0.0006072274,0.0001937285],"domain_scores_gemma":[0.9892313,0.00410716,0.005115604,0.0004605427,0.0009855577,0.00009986496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001295913,0.00182312,0.000241271,0.9699067,0.001827878,0.00008159269,0.000006820165,3.888094e-8,0.000004106874,0.0003933053,0.001702575,0.02388303],"study_design_scores_gemma":[0.001252061,0.002425851,0.01212088,0.8823762,0.04792383,0.02776293,0.00001023692,0.0001075586,0.0000015112,0.0005753224,0.02506023,0.0003834004],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001199882,0.9917589,0.002668492,0.0006710961,0.0006818007,0.002704364,0.000278064,0.000007402908,0.00002993884],"genre_scores_gemma":[0.004284665,0.9929841,0.001707804,0.0002413114,0.0005104308,0.00009359731,0.00005617186,0.00004264555,0.00007934199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08753048,"threshold_uncertainty_score":0.8195552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053033284","doi":"10.1136/neurintsurg-2014-011519","title":"Transradial access in acute ischemic stroke intervention","year":2015,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Stroke Network","funders":"","keywords":"Medicine; Stroke (engine); Ischemic stroke; Intervention (counseling); Acute stroke; Cardiology; Internal medicine; Emergency medicine; Physical medicine and rehabilitation; Ischemia; Tissue plasminogen activator","authors":[{"name":"Diogo C Haussen","is_ca":false},{"name":"Raul G. Nogueira","is_ca":false},{"name":"Keith DeSousa","is_ca":false},{"name":"Ryan Pafford","is_ca":false},{"name":"Nazli Janjua","is_ca":true},{"name":"Kevin Ramdas","is_ca":false},{"name":"Eric C. Peterson","is_ca":false},{"name":"Mohamed Samy Elhammady","is_ca":false},{"name":"Dileep R. Yavagal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07207062278094509,"gpt":0.3414116642168664,"spread":0.2693410414359213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006736086,0.00009850293,0.0003317526,0.0004236291,0.00001748717,0.00004025656,0.0001453675,0.0000424745,0.0001333247],"category_scores_gemma":[0.0002038136,0.00008736601,0.001036443,0.0002163683,0.00002677214,0.0003583882,0.00003342627,0.0002858088,0.00001148942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008203369,"about_ca_system_score_gemma":0.0001938142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000111443,"about_ca_topic_score_gemma":0.000008366802,"domain_scores_codex":[0.9984524,0.00007785607,0.0007978809,0.0001216235,0.0004069747,0.000143233],"domain_scores_gemma":[0.9990097,0.00007020593,0.000330738,0.0001188686,0.0002816938,0.0001888129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005212707,0.007051772,0.6250674,0.0006582093,0.001695635,0.003078419,0.0002258496,0.0003635583,0.02717725,0.0005873757,0.3043124,0.02456946],"study_design_scores_gemma":[0.004324298,0.00064335,0.9578698,0.001252093,0.000312146,0.01919793,0.00007129044,0.0003030213,0.00211815,0.0007412222,0.01297387,0.0001928453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930822,0.000746694,0.002050628,0.003045445,0.0004841471,0.00009221904,0.000008505001,0.000009948238,0.0004802502],"genre_scores_gemma":[0.9988597,0.00007208451,0.0001524486,0.0001984941,0.0002238118,0.000004479015,0.00001457202,0.00001472513,0.0004596713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3328024,"threshold_uncertainty_score":0.3562683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128872418","doi":"10.1136/neurintsurg-2014-011175","title":"Extracranial carotid artery stenting followed by intracranial stent-based thrombectomy for acute tandem occlusive disease","year":2014,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Hebrew University of Jerusalem","keywords":"Medicine; Stent; Occlusive; Stroke (engine); Radiology; Carotid arteries; Surgery; Cardiology","authors":[{"name":"José E. Cohen","is_ca":false},{"name":"John M. Gomori","is_ca":false},{"name":"Gustavo Rajz","is_ca":false},{"name":"Eyal Itshayek","is_ca":false},{"name":"Roni Eichel","is_ca":false},{"name":"Ronen R. Leker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01929127904334716,"gpt":0.280704510346762,"spread":0.2614132313034148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001074319,0.0003106414,0.0008325946,0.0003375973,0.0001298999,0.00007327749,0.0002017206,0.00007302826,0.0002172769],"category_scores_gemma":[0.0008241335,0.0002756201,0.002194568,0.0001611214,0.00008179546,0.0002643937,0.00007091036,0.0003497584,0.000009696356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457712,"about_ca_system_score_gemma":0.0002113753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002011983,"about_ca_topic_score_gemma":8.430299e-7,"domain_scores_codex":[0.9967704,0.0001603659,0.001361998,0.0003446089,0.00091991,0.0004427473],"domain_scores_gemma":[0.9968696,0.000875264,0.001107194,0.0002515848,0.0004817753,0.0004146086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.007315388,0.002856873,0.2662406,0.0007970335,0.003233209,0.00270578,0.00003647265,0.0001028057,0.1157307,0.00007489804,0.5973875,0.003518747],"study_design_scores_gemma":[0.03659014,0.00478189,0.8316044,0.005405731,0.01097768,0.005219317,0.0001829053,0.01342038,0.007872377,0.0003729613,0.08177315,0.001799097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304895,0.0001403297,0.06199092,0.004592917,0.001953063,0.0005517179,0.0001195612,0.00004002021,0.0001219877],"genre_scores_gemma":[0.9947191,0.00001605145,0.001717911,0.001350896,0.001335574,0.00002048955,0.0001139407,0.00006708947,0.0006589888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5653638,"threshold_uncertainty_score":0.9999696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2232970024","doi":"10.1136/neurintsurg-2015-012231","title":"Does the use of IV tPA in the current era of rapid and predictable recanalization by mechanical embolectomy represent good value?","year":2016,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Medicine; Embolectomy; Thrombolysis; Revascularization; Stroke (engine); Value (mathematics); Ischemic stroke; Cardiology; Intensive care medicine; Surgery; Internal medicine; Pulmonary embolism; Ischemia; Myocardial infarction; Mechanical engineering","authors":[{"name":"Ronil V. Chandra","is_ca":false},{"name":"Thabele M Leslie‐Mazwi","is_ca":false},{"name":"Brijesh Mehta","is_ca":false},{"name":"Colin P. Derdeyn","is_ca":false},{"name":"Andrew M. Demchuk","is_ca":true},{"name":"Bijoy K. Menon","is_ca":true},{"name":"Mayank Goyal","is_ca":true},{"name":"Ramón González","is_ca":false},{"name":"Joshua A Hirsch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07777658661892353,"gpt":0.3347819427040975,"spread":0.2570053560851739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002146563,0.0002573836,0.001485961,0.0003030767,0.00002859874,0.0000255479,0.0002839835,0.00008047251,0.0001182086],"category_scores_gemma":[0.001306623,0.0001022087,0.001426013,0.0003186148,0.0001123471,0.0001496672,0.0001632835,0.0007609961,7.190695e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008380675,"about_ca_system_score_gemma":0.0002816709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001500755,"about_ca_topic_score_gemma":0.000001330395,"domain_scores_codex":[0.9953427,0.0009208524,0.002301591,0.0002464258,0.0009952575,0.0001931578],"domain_scores_gemma":[0.9946133,0.002041216,0.002619455,0.0003943912,0.0002566359,0.00007503368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002159631,0.001010592,0.001288167,0.01229486,0.001158264,0.0001162985,0.00002713437,0.000003293442,0.00006147978,0.0002211793,0.2642941,0.7193086],"study_design_scores_gemma":[0.0004379356,0.0002028301,0.001481657,0.04399374,0.001135659,0.0004875215,0.000007452454,0.00002434663,0.00002312398,0.00006737161,0.9520394,0.00009898308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001507485,0.9936439,0.0007406524,0.002229482,0.0009223771,0.0007504482,0.000146623,0.000004538683,0.00005447992],"genre_scores_gemma":[0.001390646,0.9979075,0.000050957,0.00008455527,0.0002737401,0.0000154512,0.00003900239,0.00002969166,0.0002084716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7192097,"threshold_uncertainty_score":0.4167948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990897838","doi":"10.1136/neurintsurg-2019-015308","title":"Patients with low Alberta Stroke Program Early CT Score (ASPECTS) but good collaterals benefit from endovascular recanalization","year":2019,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Modified Rankin Scale; Collateral circulation; Occlusion; Stroke (engine); Angiography; Radiology; Target lesion; Lesion; Clinical endpoint; Logistic regression; Endovascular treatment; Edema; Surgery; Internal medicine; Ischemic stroke; Aneurysm; Ischemia; Randomized controlled trial; Percutaneous coronary intervention","authors":[{"name":"Gabriel Broocks","is_ca":false},{"name":"Helge Kniep","is_ca":false},{"name":"Peter Schramm","is_ca":false},{"name":"Uta Hanning","is_ca":false},{"name":"Fabian Flottmann","is_ca":false},{"name":"Tobias D. Faizy","is_ca":false},{"name":"Michael Schönfeld","is_ca":false},{"name":"Lukas Meyer","is_ca":false},{"name":"Gerhard Schön","is_ca":false},{"name":"Linda F. Aulmann","is_ca":false},{"name":"Björn Machner","is_ca":false},{"name":"Georg Royl","is_ca":false},{"name":"Jens Fiehler","is_ca":false},{"name":"André Kemmling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01228391244410507,"gpt":0.2305600557941861,"spread":0.218276143350081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002764303,0.0002493077,0.0006576052,0.000350227,0.00003900153,0.00007722832,0.0001594154,0.0000431816,0.001171793],"category_scores_gemma":[0.0001404525,0.0001970269,0.0008569764,0.0002369561,0.00003650627,0.000340365,0.00007259892,0.0002747755,0.00005799422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484033,"about_ca_system_score_gemma":0.0001058333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002196855,"about_ca_topic_score_gemma":0.00002419909,"domain_scores_codex":[0.9972069,0.00007635396,0.0009634373,0.0003142735,0.0011496,0.0002894899],"domain_scores_gemma":[0.9977582,0.0002701594,0.0009368646,0.000316509,0.0005195042,0.0001987244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008445016,0.001048826,0.9887049,0.0001373807,0.001218433,0.0004208857,0.00001491592,0.0000688462,0.0009933874,0.00003288786,0.004178779,0.002336239],"study_design_scores_gemma":[0.003028775,0.001149462,0.9839818,0.001668965,0.0003999447,0.0002360405,0.00001335371,0.00007103558,0.00120822,0.00002946695,0.008020801,0.0001921514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968278,0.0001274454,0.00009273679,0.0003901731,0.000657186,0.0006349584,0.00005487495,0.00002172392,0.001193114],"genre_scores_gemma":[0.9943966,0.00002409827,0.0004038983,0.000218368,0.0002422053,0.000008634203,0.0001549351,0.00005190516,0.004499365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004723135,"threshold_uncertainty_score":0.9997413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765373130","doi":"10.1136/neurintsurg-2017-013358","title":"Favorable revascularization therapy in patients with ASPECTS ≤ 5 on DWI in anterior circulation stroke","year":2017,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Thrombolysis; Modified Rankin Scale; Revascularization; Stroke (engine); Surgery; Internal medicine; Infarction; Myocardial infarction; Ischemic stroke; Ischemia","authors":[{"name":"Isabelle Mourand","is_ca":false},{"name":"Eitan Abergel","is_ca":false},{"name":"Daniel Mantilla","is_ca":false},{"name":"Xavier Ayrignac","is_ca":false},{"name":"Tzvika Sacagiu","is_ca":false},{"name":"Omer Eker","is_ca":false},{"name":"Grégory Gascou","is_ca":false},{"name":"Cyril Dargazanli","is_ca":false},{"name":"Carlos Yago Riquelme","is_ca":false},{"name":"Marinette Moynier","is_ca":false},{"name":"Alain Bonafé","is_ca":false},{"name":"Caroline Arquizan","is_ca":false},{"name":"Vincent Costalat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02645697948085355,"gpt":0.2690781710437648,"spread":0.2426211915629113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005914175,0.0001189166,0.0003715765,0.000522251,0.00004671803,0.00005124942,0.0001068171,0.00003708474,0.00007055171],"category_scores_gemma":[0.0003176273,0.00009471895,0.0002848436,0.00008815685,0.00003002615,0.0003264413,0.00002808297,0.0002333972,0.000004111984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470775,"about_ca_system_score_gemma":0.00006147442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001280973,"about_ca_topic_score_gemma":0.000005718181,"domain_scores_codex":[0.9983956,0.00007083742,0.0006428768,0.0001573847,0.000583922,0.000149375],"domain_scores_gemma":[0.9986421,0.00007071126,0.0008195437,0.0002455558,0.0001678979,0.00005420815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00134655,0.0007459543,0.9928074,0.000043404,0.00007625062,0.0002821648,0.00001058234,0.0001150754,0.0008285717,0.0000158969,0.000517674,0.003210468],"study_design_scores_gemma":[0.003632701,0.0005592437,0.9935135,0.001552449,0.00001875295,0.00003718124,0.000005748682,0.00007552598,0.0002509989,0.00002115035,0.0002600003,0.00007274013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978089,0.00006092565,0.0001423124,0.0007563137,0.0002886961,0.0002288751,0.000003440578,0.000004469803,0.0007060179],"genre_scores_gemma":[0.9994183,0.00006163383,0.00008131152,0.0001666223,0.00009352509,0.00000248458,0.00001053192,0.00001795449,0.0001476617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003137728,"threshold_uncertainty_score":0.3862527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2308250829","doi":"10.1136/neurintsurg-2015-012191","title":"What constitutes the M1 segment of the middle cerebral artery?","year":2016,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University Health Network; University of Calgary","funders":"","keywords":"Medicine; Occlusion; Middle cerebral artery; Radiology; Angiography; Stroke (engine); Dissection (medical); Internal carotid artery; Cardiology; Internal medicine; Ischemia","authors":[{"name":"Mayank Goyal","is_ca":true},{"name":"Bijoy K. Menon","is_ca":true},{"name":"Timo Krings","is_ca":true},{"name":"Shivanand Patil","is_ca":true},{"name":"Emmad Qazi","is_ca":true},{"name":"Ryan McTaggart","is_ca":false},{"name":"Mohammed Almekhlafi","is_ca":false},{"name":"Reza Jehan","is_ca":false},{"name":"Jeffrey L. Saver","is_ca":false},{"name":"Mahesh Jayaraman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04925863829652121,"gpt":0.2634698718366539,"spread":0.2142112335401327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006797963,0.0001127055,0.0002993394,0.0001056647,0.00004779843,0.00002702091,0.0002077229,0.00002560215,0.0005800162],"category_scores_gemma":[0.0003463225,0.00004652581,0.001052169,0.00010799,0.0002299131,0.0002693395,0.0001285341,0.0001549593,0.00001319047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006019069,"about_ca_system_score_gemma":0.0001091821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001503757,"about_ca_topic_score_gemma":0.000001140969,"domain_scores_codex":[0.9982258,0.0001090248,0.000781847,0.000105792,0.0006221097,0.000155442],"domain_scores_gemma":[0.998138,0.000590444,0.0007395213,0.0002643793,0.0002014209,0.00006626768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007707734,0.001034344,0.222813,0.0003027477,0.001422762,0.0004183097,0.0001207613,0.00001124669,0.05244307,0.001153763,0.7044129,0.01509635],"study_design_scores_gemma":[0.003140634,0.0005324438,0.7581885,0.01150124,0.0006991847,0.007808901,0.000610114,0.00002081365,0.03887687,0.0006809647,0.177691,0.0002492681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577546,0.0007172207,0.000459912,0.03734284,0.002975002,0.0001608978,0.00001007945,0.000006006967,0.0005734302],"genre_scores_gemma":[0.9948441,0.0001681655,0.00006724362,0.0009640298,0.0003409167,0.000002223007,9.468854e-7,0.00001131996,0.003601016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5353756,"threshold_uncertainty_score":0.635077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921276585","doi":"10.1136/neurintsurg-2018-014576","title":"Impact of procedural time on clinical and angiographic outcomes in patients with acute ischemic stroke receiving endovascular treatment","year":2019,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Medtronic","keywords":"Medicine; Stroke (engine); Ischemic stroke; Endovascular treatment; Acute stroke; Cardiology; Emergency medicine; Surgery; Internal medicine; Ischemia; Tissue plasminogen activator; Aneurysm","authors":[{"name":"Ameer E Hassan","is_ca":false},{"name":"Umar Shariff","is_ca":false},{"name":"Jeffrey L. Saver","is_ca":false},{"name":"Mayank Goyal","is_ca":true},{"name":"David S. Liebeskind","is_ca":false},{"name":"Reza Jahan","is_ca":false},{"name":"Adnan I. Qureshi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02052263890660627,"gpt":0.3001416896071335,"spread":0.2796190507005272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004170305,0.0001863384,0.0008240314,0.0005525533,0.00001024179,0.000009993802,0.00006360589,0.00004540222,0.0001254738],"category_scores_gemma":[0.0001261627,0.0001164425,0.001510072,0.0001552449,0.0000553744,0.000135707,0.00003516407,0.000204978,0.0000060048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000847221,"about_ca_system_score_gemma":0.00008901969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006538316,"about_ca_topic_score_gemma":4.380092e-7,"domain_scores_codex":[0.9981158,0.0000776583,0.0009358038,0.0001945282,0.0004963765,0.0001798436],"domain_scores_gemma":[0.9985919,0.0003225079,0.0006521333,0.0001730165,0.0001483,0.0001121239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002225998,0.001516243,0.9897934,0.00004461716,0.002427164,0.000136825,0.000007800664,0.000008607931,0.0008514837,5.771047e-7,0.002001624,0.0009857052],"study_design_scores_gemma":[0.004724041,0.005292204,0.9886013,0.0006077596,0.000309242,0.0001531974,0.000004461852,0.00001610897,0.0001147359,0.000001188934,0.00009250279,0.0000832817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991492,0.0000653014,0.00000424652,0.0002029669,0.0001160903,0.0002886778,0.00002123232,0.000005349908,0.0001469044],"genre_scores_gemma":[0.9992185,0.00006139623,0.0001400242,0.00005668996,0.00003766633,0.000002010494,0.00001424363,0.00002022572,0.0004492148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003775961,"threshold_uncertainty_score":0.4748388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921852753","doi":"10.1136/neurintsurg-2019-014770","title":"Periprocedural safety and technical outcomes of the new Silk Vista Baby flow diverter for the treatment of intracranial aneurysms: results from a multicenter experience","year":2019,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Flow diverter; Occlusion; Aneurysm; Internal carotid artery; Anterior communicating artery; Surgery; Middle cerebral artery; Radiology; Complication; Endovascular treatment; Cardiology; Ischemia","authors":[{"name":"Mario Martínez‐Galdámez","is_ca":false},{"name":"Alessandra Biondi","is_ca":false},{"name":"Vladimir Kalousek","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Giuseppe Ianucci","is_ca":false},{"name":"Jean‐Christophe Gentric","is_ca":false},{"name":"Pascal J. Mosimann","is_ca":false},{"name":"Denis Brisbois","is_ca":false},{"name":"Stefan Schob","is_ca":false},{"name":"Ulf Quäschling","is_ca":false},{"name":"Johannes Kaesmacher","is_ca":false},{"name":"Julien Ognard","is_ca":false},{"name":"Alfredo Escartín","is_ca":false},{"name":"Chun On Anderson Tsang","is_ca":true},{"name":"Branimir Čulo","is_ca":false},{"name":"Emmanuel Chabert","is_ca":false},{"name":"Francis Turjman","is_ca":false},{"name":"Charlotte Barbier","is_ca":false},{"name":"Cristian Mihalea","is_ca":false},{"name":"Laurent Spelle","is_ca":false},{"name":"René Chapot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02551913105113296,"gpt":0.2817501862306443,"spread":0.2562310551795113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001369448,0.000155446,0.0004852039,0.00006345545,0.00007582891,0.00001708471,0.0001474589,0.000042867,0.0001048802],"category_scores_gemma":[0.0002327791,0.00007754289,0.0009137235,0.00008527841,0.0001209091,0.00009185341,0.00003546932,0.0001050488,0.000001699544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004585374,"about_ca_system_score_gemma":0.00008971622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004878059,"about_ca_topic_score_gemma":0.00001293842,"domain_scores_codex":[0.9983544,0.00005461849,0.0009501289,0.0001739645,0.0003308601,0.0001359914],"domain_scores_gemma":[0.9976438,0.001272357,0.0005954853,0.0002535872,0.0001594435,0.00007535838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03505388,0.006950629,0.8379283,0.0001863449,0.001412391,0.0001420082,0.002076598,0.00007406949,0.08633125,0.0003655351,0.003886351,0.02559267],"study_design_scores_gemma":[0.003588429,0.00098597,0.990862,0.000182091,0.0002972287,0.000517485,0.0000894695,0.0007146127,0.0009502949,0.00008959898,0.00165225,0.00007059383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916826,0.0002595832,0.000400571,0.006423771,0.0005158783,0.0004762875,0.000211461,0.000005531144,0.00002431017],"genre_scores_gemma":[0.9984915,0.0001234752,0.0005208076,0.00016738,0.0001639072,0.000006155145,0.00001244384,0.00001217555,0.0005021782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1529337,"threshold_uncertainty_score":0.3162107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320208607","doi":"10.1136/neurintsurg-2016-012290","title":"Distinction between contrast staining and hemorrhage after endovascular stroke treatment: one CT is not enough","year":2016,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Endovascular treatment; Stroke (engine); Radiology; Computed tomography; Contrast (vision); Intravenous contrast; Intracerebral hemorrhage; Surgery; Subarachnoid hemorrhage; Aneurysm","authors":[{"name":"Sven Dekeyzer","is_ca":false},{"name":"Omid Nikoubashman","is_ca":false},{"name":"Bart Lutin","is_ca":false},{"name":"J De Groote","is_ca":false},{"name":"Evelien Vancaester","is_ca":false},{"name":"Sofie De Blauwe","is_ca":false},{"name":"Dimitri Hemelsoet","is_ca":false},{"name":"Martin Wiesmann","is_ca":false},{"name":"Luc Defreyne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04911586461090148,"gpt":0.28941421321321,"spread":0.2402983486023085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007224592,0.0001891857,0.0006229869,0.0002970718,0.00008545246,0.00004488956,0.0000562002,0.00004539784,0.001259569],"category_scores_gemma":[0.0003376378,0.0001196898,0.0008809214,0.00009350394,0.0001013011,0.0003026638,0.00003876814,0.0002420771,0.00002765934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549971,"about_ca_system_score_gemma":0.0001177685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001438322,"about_ca_topic_score_gemma":0.000001734735,"domain_scores_codex":[0.997838,0.0001489103,0.0007789591,0.000226795,0.000676768,0.0003306055],"domain_scores_gemma":[0.9983311,0.0006661667,0.0003115794,0.000150398,0.0002703095,0.0002704013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002580151,0.0008228197,0.4809078,0.0003827921,0.0007789501,0.006745824,0.00005328692,2.798865e-7,0.02773855,0.00005174837,0.0003248724,0.4796129],"study_design_scores_gemma":[0.004448637,0.001808965,0.9524934,0.001031987,0.0005313437,0.007008437,0.00004897754,0.0001178627,0.0297717,0.0001721214,0.002311912,0.0002546294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913753,0.0007145341,0.001581406,0.005801785,0.000176479,0.0001342364,0.0001099408,0.00001385571,0.00009248648],"genre_scores_gemma":[0.9962014,0.0002074568,0.0003916204,0.0001444666,0.0007628123,0.000006057581,0.000007631264,0.00002654267,0.002252001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4793583,"threshold_uncertainty_score":0.9996534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136681211","doi":"10.1136/neurintsurg-2020-017167","title":"Association between clot composition and stroke origin in mechanical thrombectomy patients: analysis of the Stroke Thromboembolism Registry of Imaging and Pathology","year":2021,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Toronto Western Hospital; University Health Network","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Stroke (engine); Cardiology; Ischemic stroke; Internal medicine; Pathology; Radiology; Ischemia","authors":[{"name":"Waleed Brinjikji","is_ca":false},{"name":"Raul G. Nogueira","is_ca":false},{"name":"Peter Kvamme","is_ca":false},{"name":"Kennith F. Layton","is_ca":false},{"name":"Josser E Delgado Almandoz","is_ca":false},{"name":"Ricardó A. Hanel","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Mohammed Almekhlafi","is_ca":true},{"name":"Albert J. Yoo","is_ca":false},{"name":"Babak S. Jahromi","is_ca":false},{"name":"Matthew J. Gounis","is_ca":false},{"name":"Biraj M. Patel","is_ca":false},{"name":"Mehdi Abbasi","is_ca":false},{"name":"Seán Fitzgerald","is_ca":false},{"name":"Oana Madalina Mereuta","is_ca":false},{"name":"Daying Dai","is_ca":false},{"name":"Ramanathan Kadirvel","is_ca":false},{"name":"Karen Doyle","is_ca":false},{"name":"Luis Savastano","is_ca":false},{"name":"Harry J. Cloft","is_ca":false},{"name":"Diogo C Haussen","is_ca":false},{"name":"Alhamza R Al‐Bayati","is_ca":false},{"name":"Mahmoud Mohammaden","is_ca":false},{"name":"Leonardo Pisani","is_ca":false},{"name":"Gabriel Martins Rodrigues","is_ca":false},{"name":"Ike Thacker","is_ca":false},{"name":"Yasha Kayan","is_ca":false},{"name":"Alexander Copelan","is_ca":false},{"name":"Amin Aghaebrahim","is_ca":false},{"name":"Eric Sauvageau","is_ca":false},{"name":"Andrew M. Demchuk","is_ca":true},{"name":"Parita Bhuva","is_ca":false},{"name":"Jazba Soomro","is_ca":false},{"name":"Pouya Nazari","is_ca":false},{"name":"Donald R. Cantrell","is_ca":false},{"name":"Ajit S Puri","is_ca":false},{"name":"John W. Entwistle","is_ca":false},{"name":"Eric C. Polley","is_ca":false},{"name":"David F. Kallmes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02064421959332463,"gpt":0.2835202298410046,"spread":0.26287601024768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007289741,0.00009873667,0.0007392153,0.0003534869,0.00002242995,0.00001142449,0.00006410977,0.0000527853,0.00004219983],"category_scores_gemma":[0.0004757576,0.00008056148,0.0005210553,0.0003245971,0.00006003866,0.0001082273,0.0001190919,0.0002678471,1.00635e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026928,"about_ca_system_score_gemma":0.00005896316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001323379,"about_ca_topic_score_gemma":0.00000617867,"domain_scores_codex":[0.9980109,0.0002539385,0.0009582356,0.0001535389,0.0005015385,0.0001218554],"domain_scores_gemma":[0.9976683,0.0005597313,0.001225136,0.0001406315,0.0003570472,0.00004909922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005856142,0.0002662864,0.9732715,0.00008828513,0.001162703,0.00005061404,0.00002202567,0.000005781487,0.02370285,0.00004729857,0.0009410178,0.0003830439],"study_design_scores_gemma":[0.0008764448,0.00005754003,0.9921756,0.000300034,0.001820328,0.00007859251,0.00006308396,0.00008457324,0.004346142,0.00004089443,0.0001088483,0.00004795855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975709,0.0002519676,0.0002707035,0.001469823,0.0001969473,0.00007031237,0.0001032871,0.000002387191,0.00006361738],"genre_scores_gemma":[0.9994124,0.000119915,0.0002122027,0.00008786745,0.00005850685,7.16456e-7,0.00003096094,0.000007836748,0.00006959437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01935671,"threshold_uncertainty_score":0.3285202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2986335210","doi":"10.1136/neurintsurg-2019-015330","title":"Successful reperfusion, rather than number of passes, predicts clinical outcome after mechanical thrombectomy","year":2019,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Outcome (game theory); Ischemic stroke; Internal medicine; Surgery; Ischemia","authors":[{"name":"Daniel A. Tonetti","is_ca":false},{"name":"Shashvat M. Desai","is_ca":false},{"name":"Stephanie M. Casillo","is_ca":false},{"name":"Jeremy Stone","is_ca":false},{"name":"Merritt Brown","is_ca":false},{"name":"Brian T. Jankowitz","is_ca":false},{"name":"Tudor G. Jovin","is_ca":false},{"name":"Bradley A. Gross","is_ca":false},{"name":"Ashutosh P. Jadhav","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03995425416562176,"gpt":0.3456552381994694,"spread":0.3057009840338477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001972996,0.0002122319,0.001039194,0.0002032002,0.00001693484,0.0000183281,0.0002001345,0.0001249731,0.005836609],"category_scores_gemma":[0.0007644731,0.0001607373,0.002035431,0.0001863876,0.00007978833,0.0002240511,0.0002025898,0.0005631112,0.0001291485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005758958,"about_ca_system_score_gemma":0.000142638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007591103,"about_ca_topic_score_gemma":0.00000133138,"domain_scores_codex":[0.9956574,0.0002409907,0.002516334,0.0002907731,0.001040531,0.0002540001],"domain_scores_gemma":[0.9968551,0.0007417941,0.001338356,0.00039873,0.0004505695,0.000215453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001197901,0.0008926239,0.9658003,0.0002397397,0.0003482418,0.0004994781,0.000006492347,9.569254e-7,0.001951862,0.00005740956,0.02871242,0.0002925413],"study_design_scores_gemma":[0.001752438,0.0004624554,0.9835442,0.0008170724,0.000303767,0.001790344,0.00003046378,0.00003684497,0.0009905595,0.0000836242,0.01005121,0.0001370085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944252,0.0001235049,0.0002651508,0.001697549,0.002031879,0.0002155411,0.0000134533,0.00001699738,0.001210662],"genre_scores_gemma":[0.9956108,0.000064256,0.0005851368,0.0005400886,0.0005343577,0.000003392287,0.0000080258,0.00003994743,0.00261398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01866121,"threshold_uncertainty_score":0.9950722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2322047705","doi":"10.1136/neurintsurg-2014-011449","title":"Follow-up of intracranial aneurysms treated by flow diverter: comparison of three-dimensional time-of-flight MR angiography (3D-TOF-MRA) and contrast-enhanced MR angiography (CE-MRA) sequences with digital subtraction angiography as the gold standard","year":2014,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Digital subtraction angiography; Magnetic resonance angiography; Radiology; Aneurysm; Flow diverter; Occlusion; Angiography; Nuclear medicine; Gold standard (test); Magnetic resonance imaging; Surgery","authors":[{"name":"Jonathan Attali","is_ca":false},{"name":"Azzedine Benaïssa","is_ca":false},{"name":"Sébastien Soize","is_ca":false},{"name":"Krzysztof Kądziołka","is_ca":false},{"name":"Christophe Portefaix","is_ca":false},{"name":"Laurent Pierot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01497122028587844,"gpt":0.2454255964749648,"spread":0.2304543761890864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004318032,0.0003705625,0.001150331,0.0008777612,0.000143035,0.00005743845,0.0001982157,0.0001128623,0.0001304954],"category_scores_gemma":[0.00008450866,0.0002457977,0.003015928,0.0009728873,0.0005743203,0.0004032294,0.00003679121,0.0002972948,0.000002330138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002194841,"about_ca_system_score_gemma":0.0000844443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007199102,"about_ca_topic_score_gemma":0.00002297456,"domain_scores_codex":[0.9966748,0.0001861567,0.001439705,0.0003370777,0.001055555,0.0003066499],"domain_scores_gemma":[0.9961768,0.0008410006,0.001630272,0.000267687,0.0008918689,0.0001923949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01419459,0.003497122,0.8367931,0.0002576706,0.004942182,0.0001580151,0.0001774211,0.00008720738,0.1241754,0.0001425151,0.005958898,0.009615839],"study_design_scores_gemma":[0.008399251,0.01418318,0.932964,0.001866132,0.004501209,0.003774574,0.000133249,0.00173879,0.03007593,0.001064274,0.0006115556,0.000687847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953622,0.001623114,0.001142795,0.0006981611,0.0002775654,0.0003690742,0.0003650497,0.00002600928,0.0001359847],"genre_scores_gemma":[0.9992214,0.00005312169,0.0003058423,0.00006032734,0.0001230373,0.000008848466,0.0001473336,0.00003294695,0.00004714031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09617091,"threshold_uncertainty_score":0.9999994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096656027","doi":"10.1136/neurintsurg-2011-010198","title":"Angioarchitectural features associated with hemorrhagic presentation in pediatric cerebral arteriovenous malformations","year":2012,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Presentation (obstetrics); Intracranial Arteriovenous Malformations; Arteriovenous malformation; Cerebral angiography; Radiology; Pathology; Angiography","authors":[{"name":"Michael J. Ellis","is_ca":true},{"name":"Derek Armstrong","is_ca":true},{"name":"Shobhan Vachhrajani","is_ca":true},{"name":"Abhaya V. Kulkarni","is_ca":true},{"name":"Peter Dirks","is_ca":true},{"name":"James M. Drake","is_ca":true},{"name":"Edward R. Smith","is_ca":false},{"name":"R. Michael Scott","is_ca":false},{"name":"Darren B. Orbach","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02557995227973422,"gpt":0.2699556128506914,"spread":0.2443756605709572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004248033,0.0001181244,0.0002954438,0.0005658525,0.00004985237,0.00002870978,0.00004145014,0.00003606869,0.0001318291],"category_scores_gemma":[0.0001811234,0.00008492919,0.0004973061,0.0002846278,0.00002131659,0.0005502646,0.00001397598,0.0002083369,0.00001188799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133291,"about_ca_system_score_gemma":0.00007709685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007121348,"about_ca_topic_score_gemma":0.00001282865,"domain_scores_codex":[0.998586,0.0001109014,0.0005917483,0.00006641605,0.0004180943,0.0002268297],"domain_scores_gemma":[0.9989585,0.0002301664,0.000445319,0.00008397982,0.0001547495,0.0001272493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001372925,0.001616856,0.9950838,0.0000639007,0.0001374913,0.0001290024,0.0001625253,0.0001628574,0.00001707133,0.00004136361,0.001446907,0.001000937],"study_design_scores_gemma":[0.001106016,0.0002807884,0.9946338,0.0001856975,0.0001886765,0.00328873,0.00004768225,0.00004410281,0.00006235093,0.00002867952,0.00006011928,0.00007337105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997454,0.0008223946,0.0001063578,0.001077679,0.0002432617,0.0001476442,0.000009295497,0.0000106552,0.0001287329],"genre_scores_gemma":[0.9992055,0.00004472919,0.0002435602,0.0001254775,0.0002202845,0.000007956228,0.00006920328,0.00001300346,0.00007025724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003159727,"threshold_uncertainty_score":0.3463312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130503620","doi":"10.1136/neurintsurg-2014-011351","title":"Pittsburgh Response to Endovascular therapy (PRE) score: optimizing patient selection for endovascular therapy for large vessel occlusion strokes","year":2014,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Stryker","keywords":"Medicine; Modified Rankin Scale; Cohort; Logistic regression; Stroke (engine); Quartile; Internal medicine; Occlusion; Physical therapy; Ischemic stroke; Confidence interval; Ischemia","authors":[{"name":"Srikant Rangaraju","is_ca":false},{"name":"Amin Aghaebrahim","is_ca":false},{"name":"Christopher Streib","is_ca":false},{"name":"Chung-Huan J. Sun","is_ca":false},{"name":"Marc Ribó","is_ca":false},{"name":"Marián Muchada","is_ca":false},{"name":"Raul G. Nogueira","is_ca":false},{"name":"Michael Frankel","is_ca":false},{"name":"Rishi Gupta","is_ca":false},{"name":"Ashutosh P. Jadhav","is_ca":false},{"name":"Tudor G. Jovin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02758244308956705,"gpt":0.2837537958941981,"spread":0.2561713528046311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003577028,0.0003051076,0.000745966,0.0006652296,0.0001952706,0.00006222574,0.000178977,0.00008597604,0.0001157962],"category_scores_gemma":[0.00134487,0.0002555568,0.002447926,0.0002485581,0.00002273691,0.0002180684,0.00007204335,0.0002445144,0.000001864051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735331,"about_ca_system_score_gemma":0.0001296636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004238057,"about_ca_topic_score_gemma":3.98204e-7,"domain_scores_codex":[0.9967788,0.0003224545,0.001174759,0.0003913187,0.0008659781,0.0004666841],"domain_scores_gemma":[0.9966703,0.001300639,0.0007285373,0.0003002631,0.0007630727,0.0002371577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09524629,0.004500254,0.02949893,0.0005229051,0.003821299,0.0001780201,0.000424171,0.00286686,0.5446143,0.0002231587,0.2565501,0.06155372],"study_design_scores_gemma":[0.01506343,0.01019736,0.1164001,0.001399727,0.0003626675,0.001126788,0.0001173414,0.002774437,0.07559512,0.0002115903,0.7761853,0.000566168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.748875,0.0008358835,0.2462702,0.002082541,0.000795671,0.001079578,0.0000155979,0.00003031116,0.00001516377],"genre_scores_gemma":[0.9861627,0.0004847983,0.009473153,0.002376261,0.0009342932,0.0001198119,0.00002618532,0.0001034999,0.0003193627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5196352,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2192665422","doi":"10.1136/neurintsurg-2015-012101","title":"Comparison of four different collateral scores in acute ischemic stroke by CT angiography","year":2015,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Angiography; Stroke (engine); Ischemic stroke; Collateral circulation; Acute stroke; Collateral; Radiology; Cardiology; Cerebral angiography; Internal medicine; Ischemia; Tissue plasminogen activator; Finance","authors":[{"name":"Fatih Şeker","is_ca":false},{"name":"Arne Potreck","is_ca":false},{"name":"Markus Möhlenbruch","is_ca":false},{"name":"Martin Bendszus","is_ca":false},{"name":"Mirko Pham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05690729945210053,"gpt":0.3199507858222435,"spread":0.263043486370143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004814985,0.0001872258,0.0008462435,0.0007354134,0.00001313005,0.0000172999,0.0001523103,0.00003477727,0.00008663538],"category_scores_gemma":[0.0001198088,0.0001537023,0.001364521,0.0002664541,0.00007028468,0.0001432646,0.00009199325,0.0003073992,0.000003256983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009758614,"about_ca_system_score_gemma":0.00007329934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001242533,"about_ca_topic_score_gemma":0.000002268155,"domain_scores_codex":[0.9973512,0.00009393159,0.001348838,0.000163373,0.0008096477,0.0002330248],"domain_scores_gemma":[0.9983003,0.00019357,0.0009162596,0.0001592562,0.0002196984,0.0002109769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006069347,0.0006143757,0.6238731,0.00006696067,0.0004439483,0.0003753167,0.00001787262,0.000009929021,0.01971611,0.000001877214,0.3539211,0.0003524389],"study_design_scores_gemma":[0.004456958,0.001272649,0.9365972,0.001595194,0.0006374473,0.001918527,0.0001649137,0.000249958,0.03414029,0.00003040114,0.01867486,0.0002615827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962558,0.001304132,0.0001901142,0.0009326352,0.0005627181,0.0001334381,0.0000445302,0.000008739841,0.0005679511],"genre_scores_gemma":[0.9989039,0.0000504956,0.0002072104,0.0001134183,0.0001096301,0.000002704284,0.00002611438,0.00002101975,0.0005655334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3352463,"threshold_uncertainty_score":0.6267798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315351569","doi":"10.1136/neurintsurg-2016-012324","title":"Streamlining door to recanalization processes in endovascular stroke therapy","year":2016,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Modified Rankin Scale; Emergency department; Solitaire Cryptographic Algorithm; Groin; Stroke (engine); Thrombolysis; Angiography; Emergency medicine; Surgery; Ischemic stroke; Internal medicine; Ischemia","authors":[{"name":"Amin Aghaebrahim","is_ca":false},{"name":"Christopher Streib","is_ca":false},{"name":"Srikant Rangaraju","is_ca":false},{"name":"Cynthia L. Kenmuir","is_ca":false},{"name":"Dan‐Victor Giurgiutiu","is_ca":false},{"name":"Anat Horev","is_ca":false},{"name":"Yumna Saeed","is_ca":false},{"name":"Clifton W. Callaway","is_ca":false},{"name":"Francis X. Guyette","is_ca":false},{"name":"Christian Martin‐Gill","is_ca":false},{"name":"Charissa B. Pacella","is_ca":false},{"name":"Andrew F. Ducruet","is_ca":false},{"name":"Brian T. Jankowitz","is_ca":false},{"name":"Tudor G. Jovin","is_ca":false},{"name":"Ashutosh P. Jadhav","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04111898704249884,"gpt":0.2952938520559024,"spread":0.2541748650134035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007126596,0.0001177526,0.0003518963,0.0005954556,0.00001673735,0.00001588342,0.0001263394,0.00003017552,0.0003695142],"category_scores_gemma":[0.001763513,0.00007760375,0.0004106754,0.0003019348,0.00001931805,0.0001902602,0.00005009139,0.0001041889,0.00001259192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084197,"about_ca_system_score_gemma":0.0001627002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005701403,"about_ca_topic_score_gemma":0.000004863611,"domain_scores_codex":[0.9982693,0.00007228489,0.0007859949,0.0001587079,0.0005360658,0.000177704],"domain_scores_gemma":[0.9986216,0.0003792809,0.0003727938,0.0001709503,0.0003326621,0.0001227546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002062119,0.001056893,0.7611161,0.0002987077,0.0006212472,0.001615856,0.00009369698,0.00006941734,0.07100261,0.00003783959,0.07830067,0.08372486],"study_design_scores_gemma":[0.005119423,0.001218428,0.808488,0.006301,0.0001346433,0.001638677,0.0001054132,0.00001737566,0.03822517,0.0001371198,0.1382895,0.0003252456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884906,0.0005270547,0.004240668,0.005912156,0.0003299825,0.0001521922,0.000007833029,0.0000114944,0.0003280388],"genre_scores_gemma":[0.9966137,0.0005129831,0.0007237454,0.0005990069,0.0002973361,0.00000586572,0.000003469565,0.00002256005,0.001221325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08339961,"threshold_uncertainty_score":0.4045921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088533402","doi":"10.1136/neurintsurg-2013-010773","title":"Dexmedetomidine: a safe alternative to general anesthesia for endovascular stroke treatment","year":2013,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Dexmedetomidine; Sedation; Stroke (engine); Anesthesia; Blood pressure; Modified Rankin Scale; Logistic regression; Sedative; Hemodynamics; Depression (economics); Internal medicine; Ischemic stroke","authors":[{"name":"Matthew K. Whalin","is_ca":false},{"name":"Susan Lopian","is_ca":false},{"name":"Katleen Wyatt","is_ca":false},{"name":"Chung‐Huan Sun","is_ca":false},{"name":"Raul G. Nogueira","is_ca":false},{"name":"Brenda A Glenn","is_ca":false},{"name":"Raphael Y. Gershon","is_ca":false},{"name":"Rishi Gupta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05512980478891274,"gpt":0.3070958503458002,"spread":0.2519660455568875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003263531,0.0001847269,0.0005666101,0.0003301672,0.00005384737,0.00003474129,0.00009076804,0.00003697663,0.0005847888],"category_scores_gemma":[0.0001916391,0.000134493,0.001533053,0.0000969364,0.00002781879,0.0001879336,0.00001154425,0.00009149378,0.00007264122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001423067,"about_ca_system_score_gemma":0.0001219552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003102759,"about_ca_topic_score_gemma":0.000001139174,"domain_scores_codex":[0.9983392,0.0001099462,0.0007101034,0.0001804169,0.0004192734,0.0002410596],"domain_scores_gemma":[0.998364,0.000341803,0.0003579374,0.000136258,0.0004993817,0.0003006582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008486035,0.009311736,0.4682301,0.0005670235,0.006667249,0.0125549,0.0006149189,0.0006773368,0.1950321,0.001578101,0.226102,0.07017843],"study_design_scores_gemma":[0.003322137,0.005751947,0.8326013,0.0006056663,0.0005033645,0.01415216,0.00009004326,0.0006820795,0.02824662,0.0005630687,0.1131145,0.0003670929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903773,0.0001847125,0.002333636,0.006374293,0.0001688092,0.0005010784,0.000005402661,0.000008165726,0.00004658327],"genre_scores_gemma":[0.9882002,0.00008498716,0.003185528,0.002058311,0.0008296596,0.00006330411,0.0000208451,0.00003991887,0.005517181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3643712,"threshold_uncertainty_score":0.6403027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2927756514","doi":"10.1136/neurintsurg-2018-014637","title":"Platelet-rich clots as identified by Martius Scarlet Blue staining are isodense on NCCT","year":2019,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Calgary; Ontario Brain Institute","funders":"National Institute of Neurological Disorders and Stroke; Science Foundation Ireland","keywords":"Hounsfield scale; Medicine; Stain; Platelet; Fibrin; Staining; Radiology; Pathology; Computed tomography; Internal medicine","authors":[{"name":"Seán Fitzgerald","is_ca":false},{"name":"Shunli Wang","is_ca":false},{"name":"Daying Dai","is_ca":false},{"name":"Andrew Douglas","is_ca":false},{"name":"Ramanathan Kadirvel","is_ca":false},{"name":"Matthew J. Gounis","is_ca":false},{"name":"Ju-Yu Chueh","is_ca":false},{"name":"Ajit S Puri","is_ca":false},{"name":"Kennith F. Layton","is_ca":false},{"name":"Ike Thacker","is_ca":false},{"name":"Ricardó A. Hanel","is_ca":false},{"name":"Eric Sauvageau","is_ca":false},{"name":"Amin Aghaebrahim","is_ca":false},{"name":"Mohammed Almekhlafi","is_ca":true},{"name":"Andrew M. Demchuk","is_ca":true},{"name":"Raul G. Nogueira","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Peter Kvamme","is_ca":false},{"name":"Yasha Kayan","is_ca":false},{"name":"Josser E Delgado Almandoz","is_ca":false},{"name":"Albert J. Yoo","is_ca":false},{"name":"David F. Kallmes","is_ca":false},{"name":"Karen Doyle","is_ca":false},{"name":"Waleed Brinjikji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02279410366696236,"gpt":0.2800762159275845,"spread":0.2572821122606221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001290156,0.0002721949,0.0006854035,0.0005598612,0.00008331796,0.00009623711,0.0001831318,0.0001108787,0.001893315],"category_scores_gemma":[0.0008540513,0.0002466,0.001265048,0.0002494238,0.00006640127,0.0002999733,0.00007764475,0.0005112684,0.0004174348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618865,"about_ca_system_score_gemma":0.0002100695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002758652,"about_ca_topic_score_gemma":5.482574e-7,"domain_scores_codex":[0.9965131,0.0002782455,0.001302437,0.0003243825,0.001200457,0.0003814212],"domain_scores_gemma":[0.996946,0.000697365,0.001233233,0.0003069472,0.0004861764,0.0003302693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006775261,0.001422744,0.6649855,0.0006398346,0.0009850326,0.006821135,0.00005204707,0.00005562674,0.01920488,0.00006062878,0.2971248,0.001872518],"study_design_scores_gemma":[0.002774923,0.0009088279,0.9645022,0.003494665,0.0002339232,0.004160639,0.0001988286,0.00005759428,0.01160352,0.0001940452,0.01148912,0.0003817415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953023,0.0006077499,0.00001737247,0.001389422,0.001935397,0.0002435932,0.00003887239,0.00003580461,0.0004295366],"genre_scores_gemma":[0.9961479,0.00004836063,0.0000433359,0.001147264,0.0003245996,0.000005306899,0.00002560452,0.00005869116,0.002198992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2995167,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2282952139","doi":"10.1136/neurintsurg-2015-012154","title":"Computational fluid dynamics analysis of flow reduction induced by flow-diverting stents in intracranial aneurysms: a patient-unspecific hemodynamics change perspective","year":2016,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Agencia Nacional de Promoción Científica y Tecnológica; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Aneurysm; Hemodynamics; Occlusion; Stent; Thrombosis; Rotational angiography; Radiology; Internal carotid artery; Angiography; Anterior communicating artery; Cardiology; Internal medicine","authors":[{"name":"Rafik Ouared","is_ca":false},{"name":"Ignacio Larrabide","is_ca":false},{"name":"Olivier Brina","is_ca":false},{"name":"Pierre Bouillot","is_ca":false},{"name":"Gorislav Erceg","is_ca":false},{"name":"Hasan Yilmaz","is_ca":false},{"name":"Karl‐Olof Lövblad","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03472548294232079,"gpt":0.2752052379744034,"spread":0.2404797550320826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003196991,0.0002149911,0.0006997033,0.001211796,0.00007420948,0.00002082936,0.0001122017,0.00008410003,0.0001802636],"category_scores_gemma":[0.0002157699,0.0001695801,0.001031709,0.0009397462,0.00008099731,0.0003284247,0.00003855828,0.0002320901,0.000005201094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005621184,"about_ca_system_score_gemma":0.0001042503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005525501,"about_ca_topic_score_gemma":0.00002573319,"domain_scores_codex":[0.9972907,0.0001779585,0.001330447,0.0002924465,0.0006689442,0.0002394684],"domain_scores_gemma":[0.997569,0.000335973,0.0009201074,0.0001584002,0.0008883336,0.0001281963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01589295,0.02585813,0.5268922,0.000476906,0.01121096,0.003085215,0.003069999,0.00918959,0.1970382,0.005009679,0.00260477,0.1996714],"study_design_scores_gemma":[0.002854105,0.00145115,0.8519785,0.0008165246,0.001512435,0.002202095,0.0005918662,0.136365,0.0003713484,0.001477175,0.00002654062,0.0003531827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933325,0.0001205406,0.002844973,0.002657512,0.0004974333,0.0002274231,0.0002606852,0.00001475723,0.00004419499],"genre_scores_gemma":[0.9986968,0.00005551282,0.000775062,0.00006831668,0.0001813926,0.000009715383,0.0001530013,0.0000230164,0.00003717563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3250863,"threshold_uncertainty_score":0.6915275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804424581","doi":"10.1136/neurintsurg-2018-013950","title":"Redefining ‘success’: a systematic review and meta-analysis comparing outcomes between incomplete and complete revascularization","year":2018,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Modified Rankin Scale; Revascularization; Surgery; Stroke (engine); Thrombolysis; Meta-analysis; Internal medicine; Ischemic stroke; Myocardial infarction; Ischemia","authors":[{"name":"Asim Rizvi","is_ca":false},{"name":"Seyed Mohammad Seyedsaadat","is_ca":false},{"name":"M. Hassan Murad","is_ca":false},{"name":"Waleed Brinjikji","is_ca":true},{"name":"Seán Fitzgerald","is_ca":false},{"name":"Ramanathan Kadirvel","is_ca":false},{"name":"Alejandro A. Rabinstein","is_ca":false},{"name":"David F. Kallmes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2406839477304534,"gpt":0.3792471439132879,"spread":0.1385631961828345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.003466721,0.0005405964,0.01516401,0.00126147,0.00009070016,0.0001027465,0.0002259477,0.0001050056,0.0001510569],"category_scores_gemma":[0.001619741,0.0003559339,0.009124345,0.000684922,0.0001060432,0.0001711766,0.0003227293,0.0004980657,0.000008256349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009221942,"about_ca_system_score_gemma":0.00007477069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005615471,"about_ca_topic_score_gemma":0.000001007439,"domain_scores_codex":[0.9934603,0.0008495022,0.004135909,0.0004390614,0.000880907,0.0002343128],"domain_scores_gemma":[0.9919124,0.001925751,0.005108424,0.000473347,0.0003667348,0.0002133048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000004241825,0.00003989497,0.001844457,0.7272918,0.2682767,0.0001119198,0.000003654521,1.72414e-7,8.453089e-8,0.00001123908,0.00220627,0.0002095804],"study_design_scores_gemma":[0.0001396927,0.00005885413,0.002123284,0.1449618,0.8298572,0.001180791,0.000002229517,0.000006611408,2.796475e-8,0.000006144216,0.02145422,0.0002091507],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005214002,0.9972813,0.0009253328,0.0005211549,0.00008073066,0.000978835,0.00007263256,0.00001517987,0.0000726672],"genre_scores_gemma":[0.0003973151,0.9979309,0.0005771372,0.0003984851,0.0001143161,0.00003200527,0.0001716229,0.0000544507,0.0003237806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.58233,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107438480","doi":"10.1136/neurintsurg-2012-010477","title":"Cerebral vasospasm following tumor resection","year":2012,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Resection; Vasospasm; Cerebral vasospasm; Surgery; Subarachnoid hemorrhage","authors":[{"name":"Naif M. Alotaibi","is_ca":true},{"name":"Giuseppe Lanzino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1042885123630335,"gpt":0.3478680451790125,"spread":0.2435795328159791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006405528,0.0003377759,0.00177342,0.0006446804,0.0001131904,0.00004605274,0.000142125,0.0001179248,0.0005542683],"category_scores_gemma":[0.0001859961,0.0002516881,0.006605644,0.0003357224,0.0000309915,0.0002494327,0.0000454905,0.0007044174,0.0001574254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001972775,"about_ca_system_score_gemma":0.0003616488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004103225,"about_ca_topic_score_gemma":0.000001147539,"domain_scores_codex":[0.9970319,0.0002377188,0.001624248,0.0002120116,0.0005878622,0.0003063034],"domain_scores_gemma":[0.9973187,0.0005286605,0.00146191,0.0002361431,0.0002147649,0.0002398514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004869268,0.004460558,0.005452891,0.02342467,0.00482483,0.006662738,0.00002349148,7.137828e-7,0.00002928817,0.0009755624,0.0281586,0.9254997],"study_design_scores_gemma":[0.0003285369,0.0003463972,0.003919354,0.01713987,0.004726312,0.0298749,0.000003343825,0.000001102893,0.000002690854,0.0001202523,0.9433231,0.0002141861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001891597,0.9940718,0.00006389381,0.0002544362,0.002943873,0.0002867576,0.00001746339,0.00002499789,0.000445211],"genre_scores_gemma":[0.003962042,0.9890744,0.0002642105,0.0001201363,0.003663659,0.0000267502,0.0001311722,0.0001084022,0.002649246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9252855,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035238190","doi":"10.1136/neurintsurg-2019-015508","title":"Direct aspiration stroke thrombectomy: a comprehensive review","year":2020,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Columbian Hospital; Ottawa Hospital","funders":"","keywords":"Medicine; Suction; Stroke (engine); Catheter; Standard of care; Surgery; Acute stroke; Intensive care medicine; Internal medicine; Tissue plasminogen activator","authors":[{"name":"William Boisseau","is_ca":false},{"name":"Simon Escalard","is_ca":false},{"name":"Robert Fahed","is_ca":true},{"name":"Bertrand Lapergue","is_ca":false},{"name":"Stanislas Smajda","is_ca":false},{"name":"Benjamin Maïer","is_ca":false},{"name":"Jean‐Philippe Désilles","is_ca":false},{"name":"François Delvoye","is_ca":false},{"name":"Gabriele Cicciò","is_ca":false},{"name":"Hocine Redjem","is_ca":false},{"name":"Solène Hébert","is_ca":false},{"name":"Malek Ben Maacha","is_ca":false},{"name":"Gregory Walker","is_ca":true},{"name":"Benjamin Gory","is_ca":false},{"name":"Sébastien Richard","is_ca":false},{"name":"Mikaël Mazighi","is_ca":false},{"name":"Michel Piotin","is_ca":false},{"name":"Raphaël Blanc","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1180671879192072,"gpt":0.3650724273684662,"spread":0.2470052394492591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006106599,0.0004953738,0.004621925,0.0005055979,0.00003825664,0.00003614843,0.0002405425,0.0001260762,0.0007096298],"category_scores_gemma":[0.000875345,0.0003794757,0.006606792,0.0004342215,0.00005598039,0.000160758,0.0001628001,0.0009086491,0.0001371268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002680459,"about_ca_system_score_gemma":0.0006414025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001229572,"about_ca_topic_score_gemma":1.183967e-7,"domain_scores_codex":[0.9951836,0.0004205056,0.002761343,0.0003615047,0.00102411,0.0002489057],"domain_scores_gemma":[0.994763,0.0008457744,0.003335132,0.0003143203,0.0004786648,0.0002630666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004176697,0.00019811,0.00002115722,0.1118851,0.001716321,0.002496123,0.000001911119,1.371694e-7,0.000008493349,0.000004591515,0.4156267,0.4679995],"study_design_scores_gemma":[0.0002028996,0.000314457,0.0001174019,0.1754124,0.004499872,0.004586479,0.000001927341,9.196288e-7,0.000002420093,0.000001157128,0.8146808,0.0001792548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001167157,0.995478,0.00008486286,0.001133844,0.001083279,0.0007068599,0.00007341787,0.00003044071,0.001397619],"genre_scores_gemma":[0.000007201687,0.9962546,0.0001860562,0.001489852,0.001030122,0.00001592894,0.0001287413,0.00008037397,0.0008071119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4678203,"threshold_uncertainty_score":0.9998657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}