{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":56,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":56,"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":"7d145d1dccf8","filters":{"venue":"Stroke and Vascular Neurology"}},"results":[{"id":"W2622764401","doi":"10.1136/svn-2017-000087","title":"Blood pressure gradients in cerebral arteries: a clue to pathogenesis of cerebral small vessel disease","year":2017,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Cerebral arteries; Pathogenesis; Cerebral circulation; Cardiology; Medicine; Blood pressure; Blood vessel; Disease; Internal medicine","authors":[{"name":"Pablo Blanco","is_ca":false},{"name":"Lucas O. Müller","is_ca":false},{"name":"J. David Spence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01065018544454382,"gpt":0.2340431033804253,"spread":0.2233929179358815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000148036,0.0002082695,0.0004801146,0.0001260069,0.0001095048,0.00002557597,0.0002183078,0.0001186048,0.00006409537],"category_scores_gemma":[0.000200783,0.0001952784,0.0002435022,0.00005942458,0.0001759165,0.00004649063,0.0001901616,0.0001584719,0.000006920642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001820316,"about_ca_system_score_gemma":0.00006068754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002790272,"about_ca_topic_score_gemma":0.0003369758,"domain_scores_codex":[0.9985589,0.00009298408,0.0002670074,0.0005193696,0.000180199,0.0003815662],"domain_scores_gemma":[0.9985624,0.0000204862,0.0001098433,0.0009416894,0.00005039178,0.0003151774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005859904,0.0003681031,0.9920197,0.0002452093,0.0003778026,0.00008859845,0.0003314154,0.00003450103,0.001606432,0.0000987077,0.00007907347,0.004164519],"study_design_scores_gemma":[0.004091876,0.0009519659,0.9857192,0.00003083209,0.0008500791,0.00002583884,0.00003781517,0.0001114176,0.0002442778,0.00008822125,0.007692594,0.000155855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965683,0.001063285,0.00005692819,0.00109042,0.0001678281,0.0005269611,0.00005421392,0.00001648617,0.000455599],"genre_scores_gemma":[0.9985803,0.0001645347,0.0001450631,0.0006994729,0.0000675863,0.00003912145,0.00001643109,0.00002807395,0.0002594485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00761352,"threshold_uncertainty_score":0.7963222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810344922","doi":"10.1136/svn-2018-000155","title":"Exercise for stroke prevention","year":2018,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Stroke Rehabilitation and Recovery","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":"Western University; St Joseph's Health Care; Lawson Health Research Institute","funders":"","keywords":"Medicine; Stroke (engine); Physical therapy; Cardiorespiratory fitness; Motivational interviewing; Observational study; Quality of life (healthcare); Depression (economics); Referral; Randomized controlled trial; Physical medicine and rehabilitation; Family medicine; Nursing","authors":[{"name":"Peter L. Prior","is_ca":true},{"name":"Neville Suskin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03963148128232088,"gpt":0.3461636565889838,"spread":0.3065321753066629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002966563,0.0003570826,0.001735298,0.0003413201,0.00009041252,0.00001883709,0.00009778078,0.0006077194,0.0001093502],"category_scores_gemma":[0.0001563296,0.000274936,0.00158513,0.00009221105,0.0001629083,0.00004160803,0.0000590997,0.0003422652,0.00007639945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001731681,"about_ca_system_score_gemma":0.0001855605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002974839,"about_ca_topic_score_gemma":0.000002539685,"domain_scores_codex":[0.9981897,0.000157995,0.0005071791,0.0006403878,0.0001623594,0.0003423039],"domain_scores_gemma":[0.9988034,0.0002737732,0.0002026259,0.0004579789,0.0001029608,0.0001592398],"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":[0.0001045878,0.000110928,0.00007750902,0.01695834,0.0005381256,0.000007331193,0.00001935625,5.675771e-8,0.000003088296,0.00007474347,0.004710862,0.9773951],"study_design_scores_gemma":[0.001095684,0.001975112,0.0001386219,0.001982491,0.003166964,0.0001013689,0.00000608202,0.000008488677,0.000001902455,0.00003345273,0.9913005,0.0001892874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005634251,0.9949032,0.0003150052,0.00008128861,0.000914712,0.002446563,0.000102581,0.00005832028,0.0006149222],"genre_scores_gemma":[0.00001127988,0.9905382,0.0005647287,0.0001593848,0.0006802343,0.0003640846,0.000184385,0.00006729491,0.007430403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9865897,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2783832181","doi":"10.1136/svn-2017-000130","title":"Diet for stroke prevention","year":2018,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; Western University","funders":"","keywords":"Stroke (engine); Medicine; Trimethylamine N-oxide; Mediterranean diet; Yolk; Red meat; Myocardial infarction; Internal medicine; Food science; Physiology; Biology; Trimethylamine","authors":[{"name":"J. David Spence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05368799520214312,"gpt":0.3478195848160554,"spread":0.2941315896139123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000165356,0.0002680763,0.001278798,0.0001005615,0.0001236827,0.00001073764,0.00006695325,0.0003212991,0.00005415965],"category_scores_gemma":[0.00006825171,0.0002071011,0.0009219554,0.00005077705,0.0001134685,0.00001907019,0.00008647185,0.0002309133,0.00003289593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001007788,"about_ca_system_score_gemma":0.00005740762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004424598,"about_ca_topic_score_gemma":0.000006882303,"domain_scores_codex":[0.9987143,0.00007942641,0.0003237638,0.0004676844,0.0001258072,0.0002889889],"domain_scores_gemma":[0.9993263,0.0001251288,0.0001240509,0.0002487928,0.00007919157,0.00009650433],"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":[0.001364524,0.000644065,0.0002302154,0.05512422,0.0047422,0.00006874046,0.00001724128,5.175008e-8,0.000002774225,0.001612729,0.1023361,0.8338572],"study_design_scores_gemma":[0.001058523,0.005472618,0.00008130069,0.000627948,0.002338832,0.00007464961,0.000002408621,0.000001824905,2.523592e-7,0.0001297634,0.9900728,0.0001390378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001130504,0.9967347,0.0001312383,0.0002043464,0.0003481628,0.001266839,0.0002316587,0.00002957181,0.0009404701],"genre_scores_gemma":[0.000007565214,0.9957523,0.0002399394,0.0003509069,0.001101947,0.0002834112,0.0003038927,0.00003931156,0.001920677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8877368,"threshold_uncertainty_score":0.844534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2779837244","doi":"10.1136/svn-2017-000104","title":"Ginkgo biloba extract improved cognitive and neurological functions of acute ischaemic stroke: a randomised controlled trial","year":2017,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Ginkgo biloba and Cashew Applications","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Medicine; Montreal Cognitive Assessment; Modified Rankin Scale; Aspirin; Stroke (engine); Ginkgo biloba; Randomized controlled trial; Internal medicine; Adverse effect; Clinical trial; Neuropsychology; Anesthesia; Physical therapy; Cognition; Ischemic stroke; Cognitive impairment; Ischemia; Psychiatry; Pharmacology","authors":[{"name":"Shanshan Li","is_ca":false},{"name":"Xinjiang Zhang","is_ca":false},{"name":"Qi Fang","is_ca":false},{"name":"Junshan Zhou","is_ca":false},{"name":"Meijuan Zhang","is_ca":false},{"name":"Hui Wang","is_ca":false},{"name":"Yan Chen","is_ca":false},{"name":"Biyun Xu","is_ca":false},{"name":"Yanfeng Wu","is_ca":false},{"name":"Lai Qian","is_ca":false},{"name":"Yun Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0154390643019098,"gpt":0.2794166154691892,"spread":0.2639775511672794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003287151,0.0002450593,0.0009504191,0.0001137126,0.0003474246,0.00003905652,0.0001284163,0.0002730241,0.0000817008],"category_scores_gemma":[0.0004224662,0.0001845252,0.0003747076,0.00003963953,0.0005864322,0.00008851773,0.0001150004,0.0004574644,0.000008042994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002878229,"about_ca_system_score_gemma":0.00007285779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002869995,"about_ca_topic_score_gemma":0.00001011884,"domain_scores_codex":[0.9983785,0.0001746219,0.0004210843,0.0005397905,0.0001624598,0.0003236066],"domain_scores_gemma":[0.9984478,0.0003485681,0.00030229,0.0005505931,0.0001404297,0.0002103522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8796938,0.0008625435,0.02169968,0.00005618416,0.002863218,0.0001634303,0.0001039356,6.623317e-7,0.08383112,0.0003339323,0.0003901194,0.01000138],"study_design_scores_gemma":[0.8880874,0.007077765,0.09654813,0.000008334652,0.003753025,0.0003709707,0.00003318861,0.001198893,0.0002949644,0.00009187356,0.002335486,0.0001999737],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991188,0.0003392119,0.0006840018,0.002405408,0.0002393161,0.00338999,0.0001003281,0.00004216399,0.001611519],"genre_scores_gemma":[0.997243,0.0004783611,0.00006349872,0.0008782839,0.0001960543,0.0004647839,0.00002581891,0.00001996465,0.0006302334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08353616,"threshold_uncertainty_score":0.752472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788539794","doi":"10.1136/svn-2017-000129","title":"How to identify which patients with asymptomatic carotid stenosis could benefit from endarterectomy or stenting","year":2018,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","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":"Western University","funders":"","keywords":"Medicine; Asymptomatic; Carotid endarterectomy; Stenosis; Transcranial Doppler; Stroke (engine); Endarterectomy; Carotid stenting; Radiology; Cardiology; Internal medicine; Stent","authors":[{"name":"Kosmas I. Paraskevas","is_ca":false},{"name":"Frank J. Veith","is_ca":false},{"name":"J. David Spence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0207634522631434,"gpt":0.2825668250601744,"spread":0.261803372797031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001606959,0.0007826065,0.002558862,0.0003660572,0.0001859448,0.0001986316,0.000287852,0.0004189648,0.0002245195],"category_scores_gemma":[0.0001431614,0.0005244539,0.0008336173,0.0003787299,0.0001126926,0.0001325282,0.0002442907,0.0005278283,0.00009245919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003584002,"about_ca_system_score_gemma":0.0001943126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006282204,"about_ca_topic_score_gemma":0.0001801098,"domain_scores_codex":[0.9965892,0.0002298944,0.0005789924,0.001268607,0.0006597189,0.0006736153],"domain_scores_gemma":[0.9975746,0.0001799239,0.0002951449,0.001096808,0.0003388539,0.0005147122],"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":[0.0004821592,0.001165813,0.2957885,0.02827818,0.01678903,0.0001244364,0.0004097434,0.000001267868,0.000007100546,0.000009457522,0.004030102,0.6529142],"study_design_scores_gemma":[0.00386545,0.003175587,0.1428308,0.00467279,0.01390617,0.0001018715,0.0000541418,0.000003858839,0.000004975107,0.000002947454,0.8305566,0.000824889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3523552,0.6400324,0.00008924046,0.0002327131,0.0008186443,0.005034884,0.001037377,0.0002074625,0.0001921481],"genre_scores_gemma":[0.01507376,0.9791961,0.0002072535,0.001175222,0.001089609,0.0005656225,0.001644241,0.0003241203,0.0007240972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8265265,"threshold_uncertainty_score":0.9997207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013551557","doi":"10.1136/svn-2020-000334","title":"Intracerebral haemorrhage: from clinical settings to animal models","year":2020,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":58,"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":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Intensive care medicine; Medicine; Stroke (engine); Animal model; Internal medicine","authors":[{"name":"Qian Bai","is_ca":false},{"name":"Zhao‐Fu Sheng","is_ca":false},{"name":"Yang Liu","is_ca":false},{"name":"Ruiyi Zhang","is_ca":false},{"name":"V. Wee Yong","is_ca":true},{"name":"Mengzhou Xue","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0748336188771117,"gpt":0.3790932679514142,"spread":0.3042596490743025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005864974,0.0006777936,0.003722704,0.0002549541,0.0001378059,0.00006810925,0.0003938605,0.001134976,0.0003926576],"category_scores_gemma":[0.0004377065,0.0005327294,0.001283966,0.0003045981,0.0002135601,0.00009538588,0.0006101953,0.003243975,0.000718052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002969083,"about_ca_system_score_gemma":0.0004309108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006838027,"about_ca_topic_score_gemma":0.000007378298,"domain_scores_codex":[0.9953111,0.0006905068,0.00112947,0.001533945,0.0004908336,0.0008441445],"domain_scores_gemma":[0.9975821,0.0004141227,0.0001879551,0.0007447986,0.0001078647,0.0009631956],"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":[0.0002294243,0.00009673133,0.0001250287,0.003523682,0.0005030471,0.001663102,0.00005337688,4.897391e-7,0.000004951288,0.0001281384,0.003854977,0.989817],"study_design_scores_gemma":[0.000976521,0.002265876,0.00009582259,0.0005099514,0.001917428,0.000538111,0.00001128545,0.005489651,0.000002080358,0.00006428029,0.9876837,0.0004453067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006677446,0.9852296,0.0003935453,0.004373077,0.0003432012,0.001742394,0.0002504787,0.0001431982,0.0008470969],"genre_scores_gemma":[0.000310518,0.9892597,0.002785038,0.004544677,0.002164518,0.0001018959,0.0002518568,0.0001410933,0.0004407236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893717,"threshold_uncertainty_score":0.9997124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790111212","doi":"10.1136/svn-2018-000143","title":"Cardioembolic stroke: everything has changed","year":2018,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Atrial fibrillation; Patent foramen ovale; Stroke (engine); Cardiology; Internal medicine; Aspirin; Antithrombotic; Paradoxical embolism; Warfarin; Embolism; Percutaneous","authors":[{"name":"J. David Spence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1425722602065322,"gpt":0.3598866960550068,"spread":0.2173144358484746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003684516,0.000424386,0.002242441,0.0003837427,0.0001684156,0.00005216449,0.000128535,0.0004846931,0.0001319821],"category_scores_gemma":[0.0001177564,0.0003358646,0.001199989,0.0001586839,0.0001631325,0.00005801084,0.0002076992,0.0004641699,0.0002132981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000166294,"about_ca_system_score_gemma":0.00009999823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001852121,"about_ca_topic_score_gemma":0.000005373086,"domain_scores_codex":[0.9979451,0.000290909,0.0004700907,0.0006172431,0.0002684348,0.0004081975],"domain_scores_gemma":[0.9988801,0.0001361443,0.000213371,0.0005674265,0.00005123846,0.0001516454],"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":[0.0001077675,0.00001617705,0.003487712,0.01628475,0.00533567,0.0002421737,0.0001522014,7.760703e-7,0.000004612672,0.0002586338,0.01179135,0.9623182],"study_design_scores_gemma":[0.0007681157,0.0003536653,0.0005793499,0.0003621192,0.004014064,0.0001199019,0.000004304127,0.000006679126,4.388165e-7,0.000007697041,0.993556,0.0002277304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004162946,0.9949061,0.00005657937,0.0006281243,0.0008885991,0.001027052,0.0000273482,0.0001017138,0.001948152],"genre_scores_gemma":[0.0001344614,0.9919945,0.00006371439,0.0004955786,0.003673278,0.00001338683,0.0001089949,0.00007101519,0.003445093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9817646,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3193323480","doi":"10.1136/svn-2020-000781","title":"Would integrated Western and traditional Chinese medicine have more benefits for stroke rehabilitation? A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"Hong Kong Government","keywords":"Medicine; Meta-analysis; Rehabilitation; Stroke (engine); Acupuncture; Funnel plot; Subgroup analysis; MEDLINE; Physical therapy; Strictly standardized mean difference; Physical medicine and rehabilitation; Publication bias; Psychological intervention; Systematic review; Swallowing; Traditional Chinese medicine; Alternative medicine; Internal medicine; Psychiatry; Surgery; Pathology","authors":[{"name":"Linda L. D. Zhong","is_ca":false},{"name":"Ya Zheng","is_ca":false},{"name":"Alexander Yuk Lun Lau","is_ca":false},{"name":"Norman Wong","is_ca":false},{"name":"Liang Yao","is_ca":true},{"name":"Xingyao Wu","is_ca":false},{"name":"Tengteng Shao","is_ca":false},{"name":"Zhenxing Lu","is_ca":false},{"name":"Huijuan Li","is_ca":false},{"name":"Chun Sum Yuen","is_ca":false},{"name":"Jianwen Guo","is_ca":false},{"name":"Suzanne Hoi Shan Lo","is_ca":false},{"name":"Janita Pak Chun Chau","is_ca":false},{"name":"Kam Wa Chan","is_ca":false},{"name":"Bacon Fung Leung Ng","is_ca":false},{"name":"Zhaoxiang Bian","is_ca":false},{"name":"Edwin Chau-Leung Yu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09686471666511824,"gpt":0.3651652322991756,"spread":0.2683005156340574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00097053,0.0008763326,0.01322413,0.0006940851,0.0001559147,0.00002073231,0.0001227324,0.0004364296,0.00009999393],"category_scores_gemma":[0.002325707,0.0004916487,0.002187187,0.0005111461,0.00056553,0.00007001977,0.00008409312,0.00093949,0.000001180229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002325837,"about_ca_system_score_gemma":0.0001090213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002373648,"about_ca_topic_score_gemma":0.00006064292,"domain_scores_codex":[0.9959164,0.000660444,0.001452211,0.001123246,0.0005233414,0.0003243976],"domain_scores_gemma":[0.9949793,0.00322398,0.0004948407,0.0006170964,0.0004069787,0.0002777685],"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":[0.00002502235,0.000110991,0.0004204123,0.7809753,0.2159653,0.00005361973,0.0002145698,8.254478e-7,1.939034e-7,0.0003807145,0.0005167447,0.001336314],"study_design_scores_gemma":[0.001147151,0.001574618,0.001622514,0.01590357,0.9477968,0.001029958,0.00006819717,0.00001843602,1.049553e-8,0.00004968783,0.03044859,0.0003404807],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002971974,0.9834516,0.00008018279,0.01032618,0.00007380314,0.004041263,0.001661121,0.00003830315,0.000030358],"genre_scores_gemma":[0.0002010959,0.9913653,0.0002374176,0.003677228,0.0002136375,0.001841625,0.00196112,0.00006765433,0.0004348875],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7650717,"threshold_uncertainty_score":0.9997535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911761353","doi":"10.1136/svn-2018-000192","title":"Safety of tirofiban and dual antiplatelet therapy in treating intracranial aneurysms","year":2019,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Medicure","keywords":"Tirofiban; Medicine; Intracranial bleeding; Cardiology; Percutaneous coronary intervention; Myocardial infarction","authors":[{"name":"Edgar A. Samaniego","is_ca":false},{"name":"Emilee Gibson","is_ca":false},{"name":"Daichi Nakagawa","is_ca":false},{"name":"Santiago Ortega‐Gutiérrez","is_ca":false},{"name":"Mario Zanaty","is_ca":false},{"name":"Jorge A. Roa","is_ca":false},{"name":"Pascal Jabbour","is_ca":false},{"name":"David Hasan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008828417056164148,"gpt":0.2339148103471613,"spread":0.2250863932909972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009318815,0.0001309176,0.0003435579,0.0001026508,0.00004073263,0.000006063951,0.00003392862,0.0001015046,0.00008133653],"category_scores_gemma":[0.00001046153,0.000107144,0.00006342806,0.00008762071,0.00008373093,0.00003613123,0.00002699144,0.0001721145,0.000008295807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003526845,"about_ca_system_score_gemma":0.00001761621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000844342,"about_ca_topic_score_gemma":0.00002224284,"domain_scores_codex":[0.9991503,0.00006878402,0.0002249533,0.0002764501,0.00008883242,0.0001906193],"domain_scores_gemma":[0.9996061,0.00007638922,0.00005279017,0.0001883919,0.00002499807,0.00005135678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001329417,0.000236679,0.9046237,0.00004634071,0.0001049218,0.0001683814,0.0002902221,0.000005771777,0.06312192,0.001118299,0.00001312738,0.02894125],"study_design_scores_gemma":[0.0065569,0.003025287,0.9860581,0.0000118773,0.00006123351,0.0006283754,0.00004109561,0.0005573886,0.001137388,0.00008254254,0.001724912,0.0001149469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969956,0.0003064272,0.00001197398,0.0007582197,0.00005776418,0.0003881393,0.00001084416,0.00001814926,0.001452942],"genre_scores_gemma":[0.9985614,0.0007320619,0.0001210875,0.0003604465,0.00005698305,0.000007508677,0.00001784443,0.00001332732,0.0001293465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08143438,"threshold_uncertainty_score":0.4369206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3138475122","doi":"10.1136/svn-2020-000695","title":"Decline in subarachnoid haemorrhage volumes associated with the first wave of the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Calgary; University of Ottawa; Health Sciences Centre; University of Toronto; Dalhousie University; University of Saskatchewan; Université Laval; Centre hospitalier universitaire de Québec","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; Emory University","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Subarachnoid haemorrhage; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Internal medicine; Radiology; Outbreak; Disease; Infectious disease (medical specialty); Aneurysm","authors":[{"name":"Thanh N. Nguyen","is_ca":false},{"name":"Diogo C Haussen","is_ca":false},{"name":"Muhammad M. Qureshi","is_ca":false},{"name":"Hiroshi Yamagami","is_ca":false},{"name":"Toshiyuki Fujinaka","is_ca":false},{"name":"Mohamad Abdalkader","is_ca":false},{"name":"Michael Frankel","is_ca":false},{"name":"Zhongming Qiu","is_ca":false},{"name":"Allan Taylor","is_ca":false},{"name":"Pedro Lylyk","is_ca":false},{"name":"Omer Eker","is_ca":false},{"name":"Laura Mechtouff","is_ca":false},{"name":"Michel Piotin","is_ca":false},{"name":"Fabrício Oliveira Lima","is_ca":false},{"name":"Francisco Mont’Alverne","is_ca":false},{"name":"Wazim Izzath","is_ca":false},{"name":"Nobuyuki Sakai","is_ca":false},{"name":"Mahmoud Mohammaden","is_ca":false},{"name":"Alhamza R Al‐Bayati","is_ca":false},{"name":"Leonardo Renieri","is_ca":false},{"name":"Salvatore Mangiafico","is_ca":false},{"name":"David Ozretić","is_ca":false},{"name":"Vanessa Chalumeau","is_ca":false},{"name":"Saima Ahmad","is_ca":false},{"name":"Umair Rashid","is_ca":false},{"name":"Syed Hussain","is_ca":false},{"name":"Seby John","is_ca":false},{"name":"Emma Griffin","is_ca":false},{"name":"John Thornton","is_ca":false},{"name":"José Antônio Fiorot Júnior","is_ca":false},{"name":"Rodrigo Rivera","is_ca":false},{"name":"Nadia Hammami","is_ca":false},{"name":"Anna M. Cervantes‐Arslanian","is_ca":false},{"name":"Hormuzdiyar H. Dasenbrock","is_ca":false},{"name":"Huynh Le Vu","is_ca":false},{"name":"Viet Q. Nguyen","is_ca":false},{"name":"Steven W. Hetts","is_ca":false},{"name":"Romain Bourcier","is_ca":false},{"name":"R. Guilé","is_ca":false},{"name":"Melanie Walker","is_ca":false},{"name":"Malveeka Sharma","is_ca":false},{"name":"Don Frei","is_ca":false},{"name":"Pascal Jabbour","is_ca":false},{"name":"Nabeel Herial","is_ca":false},{"name":"Fawaz Al‐Mufti","is_ca":false},{"name":"Atilla Özcan Özdemi̇r","is_ca":false},{"name":"Özlem Aykaç","is_ca":false},{"name":"Dheeraj Gandhi","is_ca":false},{"name":"Chandril Chugh","is_ca":false},{"name":"Charles Matouk","is_ca":false},{"name":"Pascale Lavoie","is_ca":true},{"name":"Randall C. Edgell","is_ca":false},{"name":"André Beer‐Furlan","is_ca":false},{"name":"Michael Chen","is_ca":false},{"name":"Monika Killer‐Oberpfalzer","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Patrick Nicholson","is_ca":true},{"name":"Vikram Huded","is_ca":false},{"name":"Nobuyuki Ohara","is_ca":false},{"name":"Daisuke Watanabe","is_ca":false},{"name":"Dong Hun Shin","is_ca":false},{"name":"Pedro SC Magalhaes","is_ca":false},{"name":"Raghid Kikano","is_ca":false},{"name":"Santiago Ortega‐Gutiérrez","is_ca":false},{"name":"Mudassir Farooqui","is_ca":false},{"name":"Amal Abou‐Hamden","is_ca":false},{"name":"Tatsuo Amano","is_ca":false},{"name":"Ryoo Yamamoto","is_ca":false},{"name":"Adrienne Weeks","is_ca":true},{"name":"Elena Adela Cora","is_ca":true},{"name":"Rotem Sivan-Hoffmann","is_ca":false},{"name":"Roberto Crosa","is_ca":false},{"name":"Markus Möhlenbruch","is_ca":false},{"name":"Simon Nagel","is_ca":false},{"name":"Hosam Al-Jehani","is_ca":false},{"name":"Sunil A. Sheth","is_ca":false},{"name":"Victor S Lopez Rivera","is_ca":false},{"name":"James E. Siegler","is_ca":false},{"name":"Achmad Fidaus Sani","is_ca":false},{"name":"Ajit S Puri","is_ca":false},{"name":"Anna Luisa Kühn","is_ca":false},{"name":"Gianmarco Bernava","is_ca":false},{"name":"Paolo Machi","is_ca":false},{"name":"Daniel Giansante Abud","is_ca":false},{"name":"Octávio Marques Pontes‐Neto","is_ca":false},{"name":"Ajay K. Wakhloo","is_ca":false},{"name":"Barbara Voetsch","is_ca":false},{"name":"Eytan Raz","is_ca":false},{"name":"Shadi Yaghi","is_ca":false},{"name":"Brijesh Mehta","is_ca":false},{"name":"Naoto Kimura","is_ca":false},{"name":"Mamoru Murakami","is_ca":false},{"name":"Jin Soo Lee","is_ca":false},{"name":"Ji Man Hong","is_ca":false},{"name":"Robert Fahed","is_ca":true},{"name":"Gregory Walker","is_ca":true},{"name":"Eiji Hagashi","is_ca":false},{"name":"Steve M Cordina","is_ca":false},{"name":"Hong Gee Roh","is_ca":false},{"name":"Ken Wong","is_ca":false},{"name":"Juan F. Arenillas","is_ca":false},{"name":"Mario Martínez‐Galdámez","is_ca":false},{"name":"Jordi Blasco","is_ca":false},{"name":"Alejandro Rodríguez Vásquez","is_ca":false},{"name":"Luísa Fonseca","is_ca":false},{"name":"M. Luis Silva","is_ca":false},{"name":"Teddy Y. Wu","is_ca":false},{"name":"Simon John","is_ca":false},{"name":"Alex Brehm","is_ca":false},{"name":"Marios Psychogios","is_ca":false},{"name":"William J. Mack","is_ca":false},{"name":"Matthew Tenser","is_ca":false},{"name":"Tatemi Todaka","is_ca":false},{"name":"Miki Fujimura","is_ca":false},{"name":"Roberta Novakovic","is_ca":false},{"name":"Jun Deguchi","is_ca":false},{"name":"Yuri Sugiura","is_ca":false},{"name":"Hiroshi Tokimura","is_ca":false},{"name":"Rakesh Khatri","is_ca":false},{"name":"Michael Kelly","is_ca":true},{"name":"Lissa Peeling","is_ca":true},{"name":"Yuichi Murayama","is_ca":false},{"name":"Hugh Stephen Winters","is_ca":false},{"name":"Johnny Wong","is_ca":false},{"name":"Mohamed Teleb","is_ca":false},{"name":"Jeremy Payne","is_ca":false},{"name":"Hiroki Fukuda","is_ca":false},{"name":"Kosuke Miyake","is_ca":false},{"name":"Junsuke Shimbo","is_ca":false},{"name":"Yusuke Sugimura","is_ca":false},{"name":"Masaaki Uno","is_ca":false},{"name":"Yohei Takenobu","is_ca":false},{"name":"Yuji Matsumaru","is_ca":false},{"name":"Satoshi Yamada","is_ca":false},{"name":"Ryuhei Kono","is_ca":false},{"name":"Takuya Kanamaru","is_ca":false},{"name":"Masafumi Morimoto","is_ca":false},{"name":"Junichi Iida","is_ca":false},{"name":"Vasu Saini","is_ca":false},{"name":"Dileep R. Yavagal","is_ca":false},{"name":"Saif Bushnaq","is_ca":false},{"name":"Wenguo Huang","is_ca":false},{"name":"Italo Linfante","is_ca":false},{"name":"Jawad F. Kirmani","is_ca":false},{"name":"David S. Liebeskind","is_ca":false},{"name":"Viktor Szeder","is_ca":false},{"name":"Ruchir Shah","is_ca":false},{"name":"Thomas Devlin","is_ca":false},{"name":"Lee Birnbaum","is_ca":false},{"name":"Jun Luo","is_ca":false},{"name":"Anchalee Churojana","is_ca":false},{"name":"Hesham Masoud","is_ca":false},{"name":"Carlos Ynigo Lopez","is_ca":false},{"name":"Brendan Steinfort","is_ca":false},{"name":"Alice Ma","is_ca":false},{"name":"Ameer E Hassan","is_ca":false},{"name":"Amal Al Hashmi","is_ca":false},{"name":"Mollie McDermott","is_ca":false},{"name":"Maxim Mokin","is_ca":false},{"name":"Alex Chebl","is_ca":false},{"name":"Odysseas Kargiotis","is_ca":false},{"name":"Georgios Tsivgoulis","is_ca":false},{"name":"Jane G. Morris","is_ca":false},{"name":"Clifford J. Eskey","is_ca":false},{"name":"Jesse Thon","is_ca":false},{"name":"Letícia C. Rebello","is_ca":false},{"name":"Dorothea Altschul","is_ca":false},{"name":"O Cornett","is_ca":false},{"name":"Varsha Singh","is_ca":false},{"name":"Jeyaraj Pandian","is_ca":false},{"name":"Anirudh Kulkarni","is_ca":false},{"name":"Pablo M. Lavados","is_ca":false},{"name":"Verónica V. Olavarría","is_ca":false},{"name":"Kenichi Todo","is_ca":false},{"name":"Yuki Yamamoto","is_ca":false},{"name":"Gisele Sampaio Silva","is_ca":false},{"name":"Serdar Geyik","is_ca":false},{"name":"Jasmine Johann","is_ca":false},{"name":"Sumeet Multani","is_ca":false},{"name":"Artem Kaliaev","is_ca":false},{"name":"Kazutaka Sonoda","is_ca":false},{"name":"Hiroyuki Hashimoto","is_ca":false},{"name":"Adel Alhazzani","is_ca":false},{"name":"David Y. Chung","is_ca":false},{"name":"Stephan A. Mayer","is_ca":false},{"name":"Johanna T Fifi","is_ca":false},{"name":"Michael D. Hill","is_ca":true},{"name":"Hao Zhang","is_ca":false},{"name":"Zhengzhou Yuan","is_ca":false},{"name":"Xianjin Shang","is_ca":false},{"name":"Alicia C. Castonguay","is_ca":false},{"name":"Rishi Gupta","is_ca":false},{"name":"Tudor G. Jovin","is_ca":false},{"name":"Jean Raymond","is_ca":true},{"name":"Osama O. Zaidat","is_ca":false},{"name":"Raul G. Nogueira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04945121811021882,"gpt":0.3109653972193728,"spread":0.261514179109154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004983325,0.0001298535,0.0003639343,0.00006094709,0.0001338958,0.000008143712,0.0000962833,0.000158846,0.00005287506],"category_scores_gemma":[0.001451756,0.00007217305,0.0001129244,0.0002875443,0.0002242186,0.00002322321,0.0001243901,0.0004910086,0.000001474396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004096396,"about_ca_system_score_gemma":0.0005705372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007734039,"about_ca_topic_score_gemma":0.02308024,"domain_scores_codex":[0.9987279,0.0002681649,0.0002223662,0.0002681529,0.0002198112,0.0002935577],"domain_scores_gemma":[0.9987423,0.000516217,0.0001021238,0.0004272189,0.00008206865,0.0001300876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001983825,0.00008593672,0.9964394,0.0001492626,0.00006877972,0.0002798781,0.0005411967,0.00003480136,0.0004010404,0.00004148033,0.0005959728,0.001163859],"study_design_scores_gemma":[0.002942162,0.0005158705,0.9602661,0.00001751498,0.0001655477,0.0003505403,0.00009791043,0.0005860576,0.000137696,0.00005836605,0.03478444,0.00007785184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9100361,0.001139555,0.0000583818,0.08829286,0.00006562413,0.0002889746,0.00001858228,0.0000210648,0.00007879122],"genre_scores_gemma":[0.9432975,0.0002110176,0.000007453972,0.05616659,0.00004630955,0.00001023344,0.00001187435,0.00001394322,0.0002350661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03617337,"threshold_uncertainty_score":0.994746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216183266","doi":"10.1136/svn-2021-001091","title":"Lesion-symptom mapping with NIHSS sub-scores in ischemic stroke patients","year":2021,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; Hotchkiss Brain Institute; University of Calgary","funders":"University of Calgary; Canada Research Chairs; Alberta Health Services; Heart and Stroke Foundation of Canada","keywords":"Medicine; Neuroimaging; Stroke (engine); Context (archaeology); Multivariate analysis; Multivariate statistics; Physical medicine and rehabilitation; Physical therapy; Internal medicine; Machine learning","authors":[{"name":"Deepthi Rajashekar","is_ca":true},{"name":"Matthias Wilms","is_ca":true},{"name":"M. Ethan MacDonald","is_ca":true},{"name":"Serena Schimert","is_ca":true},{"name":"Michael D. Hill","is_ca":true},{"name":"Andrew M. Demchuk","is_ca":true},{"name":"Mayank Goyal","is_ca":true},{"name":"Sean P. Dukelow","is_ca":true},{"name":"Nils D. Forkert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01041521061808255,"gpt":0.2187288631410438,"spread":0.2083136525229613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001156176,0.0002401172,0.0004487886,0.000197519,0.00005353414,0.00001734249,0.0000971702,0.0001457191,0.0000641126],"category_scores_gemma":[0.00005937268,0.0002088892,0.0001069215,0.0001973332,0.0001083522,0.00006819032,0.0002224714,0.0004111952,0.00001895468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002365553,"about_ca_system_score_gemma":0.00006440772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003393627,"about_ca_topic_score_gemma":0.00003093039,"domain_scores_codex":[0.9982717,0.00008110193,0.0002864343,0.0006101388,0.0003048282,0.0004457791],"domain_scores_gemma":[0.9991876,0.00006610989,0.00007645033,0.0004523286,0.00008812577,0.0001293902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001980066,0.0001832586,0.9628772,0.0001055675,0.0002382482,0.0005137026,0.0001170963,0.000007894843,0.02511622,0.00001622558,0.005937109,0.004689504],"study_design_scores_gemma":[0.007028063,0.0006913489,0.8256149,0.00007821662,0.0001969274,0.0001346856,0.0001505551,0.0001409521,0.0129299,0.00000312221,0.1527616,0.0002696762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890039,0.0007296311,0.0002128484,0.0009770818,0.0001224974,0.0003397485,0.00001456148,0.00004446374,0.008555258],"genre_scores_gemma":[0.9952477,0.0005121817,0.0004827755,0.002746994,0.00009257637,0.00003392274,0.0000786852,0.00003755982,0.0007676398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1468245,"threshold_uncertainty_score":0.8518254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789230647","doi":"10.1136/svn-2017-000138","title":"Controlling resistant hypertension","year":2018,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Resistant hypertension; Medicine; Business; Internal medicine; Blood pressure","authors":[{"name":"J. David Spence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06175172500929432,"gpt":0.3005497367849634,"spread":0.2387980117756691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002548451,0.0004000537,0.003199135,0.0001971139,0.0001686038,0.00001655725,0.00008623485,0.0005102566,0.00004113544],"category_scores_gemma":[0.0001020033,0.000265088,0.000692834,0.00009590368,0.000201673,0.00002137791,0.0001558507,0.000551321,0.0001046813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002707578,"about_ca_system_score_gemma":0.00008144986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001718805,"about_ca_topic_score_gemma":0.000006192946,"domain_scores_codex":[0.9980964,0.0002207643,0.0004633889,0.0006551615,0.0002031012,0.0003612072],"domain_scores_gemma":[0.9987903,0.0002329746,0.0001511678,0.000535624,0.0001454815,0.0001444428],"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":[0.0005945292,0.0002740554,0.00007472837,0.02207246,0.01119101,0.002506997,0.00006393887,6.374992e-8,0.0000827172,0.0002176049,0.08494888,0.877973],"study_design_scores_gemma":[0.000981898,0.0007973333,0.00004176966,0.00119658,0.01415908,0.0008240134,0.000003665314,0.000005556655,7.922669e-7,0.000007950041,0.9817857,0.0001956849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001117939,0.9972513,0.00000735765,0.0003225555,0.0003711623,0.000570728,0.00001978425,0.00006484046,0.001280503],"genre_scores_gemma":[0.00007592392,0.9948118,0.00007244985,0.003490572,0.0007568818,0.00003339958,0.00002871849,0.00005822382,0.0006720576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8968368,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4368358839","doi":"10.1136/svn-2023-002331","title":"Enhanced liver X receptor signalling reduces brain injury and promotes tissue regeneration following experimental intracerebral haemorrhage: roles of microglia/macrophages","year":2023,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; University of Saskatchewan; University of Calgary","funders":"Canadian Institutes of Health Research; National Key Research and Development Program of China; China Scholarship Council; National Natural Science Foundation of China","keywords":"Liver X receptor; Microglia; Myelin; Neural stem cell; Pathology; Neuroinflammation; Biology; ABCA1; Inflammation; Medicine; Cell biology; Stem cell; Endocrinology; Immunology; Central nervous system","authors":[{"name":"Ruiyi Zhang","is_ca":true},{"name":"Yifei Dong","is_ca":true},{"name":"Yang Liu","is_ca":false},{"name":"Samira Ghorbani","is_ca":true},{"name":"Reza Mirzaei","is_ca":true},{"name":"Brian M. Lozinski","is_ca":true},{"name":"Jeff F. Dunn","is_ca":true},{"name":"V. Wee Yong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01459350681580987,"gpt":0.2894832789287303,"spread":0.2748897721129204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003831504,0.0001995319,0.0004206236,0.0002110879,0.0001725269,0.00003297351,0.00007916568,0.0001922041,0.0001059722],"category_scores_gemma":[0.0001387371,0.0001763265,0.0001147719,0.0001819782,0.0001761649,0.0001295492,0.0001212468,0.00032494,0.00002098573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000996419,"about_ca_system_score_gemma":0.00004401585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003051386,"about_ca_topic_score_gemma":0.00000734283,"domain_scores_codex":[0.998435,0.0001845181,0.0002904235,0.0004598284,0.0002441469,0.0003861121],"domain_scores_gemma":[0.9994806,0.00009903686,0.00006749572,0.0001670171,0.00006061098,0.0001252122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002035889,0.00006273991,0.0004961728,0.0001280299,0.00008374017,0.0001064193,0.0008497099,0.000003783235,0.9498174,0.00003434958,0.0002670987,0.04794703],"study_design_scores_gemma":[0.0008964574,0.001500869,0.0008751546,0.00002970994,0.00005582391,0.0000492963,0.0002893923,0.005399223,0.9905947,0.00001775178,0.0001524411,0.000139112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933484,0.003988182,0.0001737553,0.001728856,0.0001375452,0.0004806588,0.00001542002,0.0000746467,0.00005254275],"genre_scores_gemma":[0.9969941,0.0004192869,0.001241048,0.0001908764,0.0002417837,0.00003674285,0.0000474554,0.00003213658,0.000796517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04780792,"threshold_uncertainty_score":0.7190384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043178770","doi":"10.1136/svn-2020-000371","title":"Worldwide 1-month case fatality of ischaemic stroke and the temporal trend","year":2020,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"Beijing Municipal Administration of Hospitals; Ministry of Science and Technology of the People's Republic of China","keywords":"Case fatality rate; Medicine; Stroke (engine); Demography; Ischaemic stroke; Population; Epidemiology; Internal medicine; Environmental health; Ischemia","authors":[{"name":"Runhua Zhang","is_ca":false},{"name":"Yu Wang","is_ca":false},{"name":"Jiming Fang","is_ca":true},{"name":"Miaoxin Yu","is_ca":false},{"name":"Yongjun Wang","is_ca":false},{"name":"Gaifen Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02557967522860921,"gpt":0.2918100854703268,"spread":0.2662304102417176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005002355,0.0005644547,0.002950582,0.0002085084,0.00009081585,0.00001958064,0.000225136,0.00033138,0.00006348743],"category_scores_gemma":[0.0001528383,0.0003577085,0.0008045037,0.0001903356,0.0007446886,0.00004157797,0.0005926414,0.001008559,0.000009391641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001710948,"about_ca_system_score_gemma":0.00009436986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002097209,"about_ca_topic_score_gemma":0.00006738448,"domain_scores_codex":[0.9971831,0.0004947109,0.0008266994,0.0008099899,0.000291411,0.0003940282],"domain_scores_gemma":[0.9980981,0.0003549474,0.0004578985,0.000847077,0.00003055391,0.0002114304],"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":[0.0006249479,0.000114997,0.001208411,0.01739165,0.005137386,0.008547787,0.0002917051,3.384992e-7,0.000009304859,0.0003512087,0.01677924,0.949543],"study_design_scores_gemma":[0.002985343,0.0004190511,0.00005291632,0.0003344002,0.00635605,0.004945906,0.00005454379,0.00003582044,0.000002766172,0.000004068027,0.9845961,0.000212973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003765577,0.9894966,0.00006413478,0.001070546,0.0001797135,0.001541887,0.0002819665,0.00004333182,0.003556265],"genre_scores_gemma":[0.003511977,0.9936885,0.0001251939,0.0007673497,0.0002801015,0.0000925734,0.0001392144,0.00006728953,0.001327822],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9678169,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283168688","doi":"10.1136/svn-2022-001547","title":"Endovascular thrombectomy with or without intravenous alteplase for acute ischemic stroke due to large vessel occlusion: a systematic review and meta-analysis of randomized trials","year":2022,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Heart and Stroke Foundation; University of Calgary; Impact; McMaster University","funders":"","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Stroke (engine); Occlusion; Endovascular treatment; Cardiology; Internal medicine; Surgery; Engineering","authors":[{"name":"Xin Wang","is_ca":false},{"name":"Zhikang Ye","is_ca":true},{"name":"Jason W. Busse","is_ca":true},{"name":"Michael D. Hill","is_ca":true},{"name":"Eric E. Smith","is_ca":true},{"name":"Gordon Guyatt","is_ca":true},{"name":"Kameshwar Prasad","is_ca":false},{"name":"M. Patrice Lindsay","is_ca":true},{"name":"Hui Yang","is_ca":false},{"name":"Yi Zhang","is_ca":false},{"name":"Ying Liu","is_ca":false},{"name":"Borui Tang","is_ca":false},{"name":"Xinrui Wang","is_ca":false},{"name":"Yushu Wang","is_ca":false},{"name":"Rachel Couban","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06437112179322389,"gpt":0.3564815199389989,"spread":0.292110398145775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.008504939,0.00118818,0.04953692,0.001113471,0.0001677064,0.00003539678,0.0004628251,0.0003496783,0.0008158815],"category_scores_gemma":[0.00273995,0.0006507273,0.009237526,0.000959328,0.0001991917,0.00005888432,0.0006402843,0.0007060576,0.000003670123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004734202,"about_ca_system_score_gemma":0.0002660165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002865285,"about_ca_topic_score_gemma":0.00001545676,"domain_scores_codex":[0.9900134,0.00355652,0.003320677,0.001552889,0.0008505643,0.0007059326],"domain_scores_gemma":[0.9915017,0.003841258,0.002273954,0.001838921,0.0002002492,0.0003439031],"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":[0.004018717,0.0001348524,9.324804e-7,0.3648872,0.6287428,0.0003100108,0.0000671676,8.6158e-7,0.000004671871,0.00001778526,0.001438252,0.0003767505],"study_design_scores_gemma":[0.02170154,0.000950903,2.150248e-7,0.002740056,0.7008963,0.0009049976,0.00002059935,0.00003455131,0.000003923234,3.411245e-7,0.2724018,0.0003448683],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000113969,0.9650478,0.004140761,0.0003425295,0.00006648451,0.02854945,0.00155327,0.00005383677,0.0001319434],"genre_scores_gemma":[0.00003801261,0.9853151,0.001269428,0.003055104,0.00005640913,0.008498045,0.0005652522,0.0001457928,0.001056837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3621472,"threshold_uncertainty_score":0.9995944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2417435868","doi":"10.1136/svn-2016-000016","title":"Appropriate management of asymptomatic carotid stenosis","year":2016,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Asymptomatic; Stenosis; Medicine; Cardiology; Internal medicine; Radiology","authors":[{"name":"J. David Spence","is_ca":true},{"name":"Hongsong Song","is_ca":false},{"name":"Guanliang Cheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01681740558637839,"gpt":0.274713942417532,"spread":0.2578965368311536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001672141,0.0004040579,0.00199944,0.0002255939,0.00004255185,0.000009647262,0.0001576194,0.0002428521,0.0001668063],"category_scores_gemma":[0.0000108459,0.0002671031,0.001390539,0.0001101081,0.0001454383,0.00002951997,0.0001738162,0.0002120493,0.00008123282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001288855,"about_ca_system_score_gemma":0.00006580248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004474445,"about_ca_topic_score_gemma":4.061335e-7,"domain_scores_codex":[0.9980192,0.0002390707,0.0005517433,0.0005626433,0.0002923626,0.0003349777],"domain_scores_gemma":[0.9987262,0.00005971917,0.0002116807,0.0007802727,0.00004468426,0.0001774152],"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":[0.00001335117,0.0001525484,0.001110656,0.05322201,0.004703908,0.00003684969,0.00001447625,8.016456e-8,0.000002063654,0.0002725923,0.0001345075,0.9403369],"study_design_scores_gemma":[0.001783649,0.0006189102,0.002821304,0.007133259,0.01177712,0.0002394946,0.00001519785,0.00000124353,0.000004336882,0.00002492596,0.9752349,0.0003456779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001224463,0.994342,0.00005323382,0.00003551543,0.000195797,0.001419645,0.00008151469,0.00004961126,0.002598261],"genre_scores_gemma":[0.0003778393,0.9984971,0.00005561133,0.00009933436,0.0001164223,0.0001508956,0.00005335054,0.00006223712,0.0005871652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9751004,"threshold_uncertainty_score":0.9999781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318225130","doi":"10.1136/svn-2022-002084","title":"Rationale and design of a randomised double-blind 2×2 factorial trial comparing the effect of a 3-month intensive statin and antiplatelet therapy for patients with acute mild ischaemic stroke or high-risk TIA with intracranial or extracranial atherosclerosis (INSPIRES)","year":2023,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Population Health Research Institute","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China; National Institute for Health and Care Research; Sanofi","keywords":"Medicine; Clopidogrel; Atorvastatin; Aspirin; Placebo; Clinical endpoint; Statin; Stroke (engine); Internal medicine; Randomized controlled trial; Anesthesia; Cardiology","authors":[{"name":"Ying Gao","is_ca":false},{"name":"Yuesong Pan","is_ca":false},{"name":"Shangrong Han","is_ca":false},{"name":"Weiqi Chen","is_ca":false},{"name":"Jing Jing","is_ca":false},{"name":"Chunjuan Wang","is_ca":false},{"name":"Yingying Yang","is_ca":false},{"name":"Tingting Wang","is_ca":false},{"name":"Xia Meng","is_ca":false},{"name":"Xingquan Zhao","is_ca":false},{"name":"Liping Liu","is_ca":false},{"name":"Hao Li","is_ca":false},{"name":"S. Claiborne Johnston","is_ca":false},{"name":"Pierre Amarenco","is_ca":true},{"name":"Philip M. Bath","is_ca":false},{"name":"Yongjun Wang","is_ca":false},{"name":"Yilong Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02497636887817797,"gpt":0.2600539412745331,"spread":0.2350775723963551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003724112,0.0002718719,0.000862299,0.0001148079,0.0001472283,0.00002674152,0.00007288904,0.0001050311,0.00001338599],"category_scores_gemma":[0.0001073273,0.0001349537,0.0001440747,0.0001204432,0.00030267,0.00008092207,0.00003749331,0.0001830367,2.40323e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004365711,"about_ca_system_score_gemma":0.00008470462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009815689,"about_ca_topic_score_gemma":0.00007833222,"domain_scores_codex":[0.998387,0.0003292996,0.0003462195,0.0003920381,0.0002911729,0.0002542174],"domain_scores_gemma":[0.9983396,0.0009486407,0.0002208782,0.0002185844,0.0001746605,0.00009766498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8899092,0.0001251422,0.1039863,0.00009275331,0.001899663,0.000008231115,0.0005295728,0.00007343817,0.001983306,0.000003144717,0.00003715712,0.001352114],"study_design_scores_gemma":[0.8167702,0.04301056,0.1348388,0.00005032285,0.001883448,0.00002759297,0.00008889419,0.001227212,0.001881068,0.000003908462,0.00004033351,0.0001776564],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914629,0.00005340749,0.001368219,0.00005156058,0.0001411688,0.006623155,0.000275357,0.00002319753,0.000001052226],"genre_scores_gemma":[0.9985592,0.0006315817,0.0001380104,0.00005785391,0.0001560287,0.0003135951,0.00009575714,0.00003608255,0.00001191197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07313905,"threshold_uncertainty_score":0.5503253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3140937180","doi":"10.1136/svn-2020-000803","title":"Endovascular treatment in anterior circulation stroke beyond 6.5 hours after onset or time last seen well: results from the MR CLEAN Registry","year":2021,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"CARIM School for Cardiovascular Diseases, Universiteit Maastricht; Bracco Imaging; Radboud Universitair Medisch Centrum; Universitair Medisch Centrum Groningen; Maastricht Universitair Medisch Centrum; Universiteit Maastricht; Vlaamse regering; Universiteit van Amsterdam; Universiteit Leiden; Leids Universitair Medisch Centrum; Radboud Universiteit; Fonds Wetenschappelijk Onderzoek; Stryker; European Commission; Amsterdam University Medical Centers; Medisch Spectrum Twente","keywords":"Circulation (fluid dynamics); Medicine; Stroke (engine); Endovascular treatment; Cardiology; Surgery; Mechanics; Engineering","authors":[{"name":"Luuk Dekker","is_ca":false},{"name":"Esmée Venema","is_ca":false},{"name":"F.A.V. Pirson","is_ca":false},{"name":"Charles B.L.M. Majoie","is_ca":false},{"name":"Bart J. Emmer","is_ca":false},{"name":"Ivo G.H. Jansen","is_ca":false},{"name":"Maxim J.H.L. Mulder","is_ca":false},{"name":"Robin Lemmens","is_ca":false},{"name":"Robert‐Jan B. Goldhoorn","is_ca":false},{"name":"Marieke J.H. Wermer","is_ca":false},{"name":"Jelis Boiten","is_ca":false},{"name":"Geert J. Lycklama à Nijeholt","is_ca":false},{"name":"Yvo B.W.E.M. Roos","is_ca":false},{"name":"Adriaan C.G.M. van Es","is_ca":false},{"name":"Hester F. Lingsma","is_ca":false},{"name":"Diederik W.J. Dippel","is_ca":false},{"name":"Wim H. van Zwam","is_ca":false},{"name":"Robert J. van Oostenbrugge","is_ca":false},{"name":"Ido R. van den Wijngaard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009712601925525591,"gpt":0.2299904188301361,"spread":0.2202778169046105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002858594,0.000335944,0.0006135578,0.0001125661,0.00008171581,0.00004463841,0.00014623,0.0002142164,0.000326625],"category_scores_gemma":[0.0001662237,0.0002390143,0.0003199167,0.0001698082,0.0001553468,0.00006891901,0.0002012325,0.0003625957,0.0000872573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006313319,"about_ca_system_score_gemma":0.0001107182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003536448,"about_ca_topic_score_gemma":0.0006035639,"domain_scores_codex":[0.9975203,0.0003388851,0.0004966567,0.0008570401,0.0003287999,0.0004582967],"domain_scores_gemma":[0.9983091,0.0002563041,0.0001336705,0.001113923,0.00005242164,0.0001346069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01038755,0.001091235,0.8865502,0.0001147383,0.004472226,0.0173743,0.002115602,0.0001695021,0.03012444,0.000009559447,0.0182713,0.02931937],"study_design_scores_gemma":[0.01214,0.0008525301,0.8703009,0.00007784262,0.0009883787,0.0004497048,0.0003979277,0.0005519263,0.002942907,0.000007520282,0.1109833,0.0003070332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917147,0.001159786,0.00007726475,0.003621611,0.0001698495,0.0006392701,0.0003578234,0.00005310768,0.002206587],"genre_scores_gemma":[0.9915373,0.0009225629,0.000285995,0.0030767,0.0002966287,0.00007506718,0.0004108547,0.0000504449,0.003344403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09271195,"threshold_uncertainty_score":0.9746718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308835093","doi":"10.1136/svn-2022-001639","title":"Aetiology of extracranial carotid free-floating thrombus in a prospective multicentre cohort","year":2022,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Calgary; Queen's University; Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Stenosis; Etiology; Stroke (engine); Atrial fibrillation; Cardiology; Internal medicine; Thrombus; Prospective cohort study; Radiology; Internal carotid artery; Surgery","authors":[{"name":"Dar Dowlatshahi","is_ca":true},{"name":"Cheemun Lum","is_ca":true},{"name":"Bijoy K. Menon","is_ca":true},{"name":"Aditya Bharatha","is_ca":true},{"name":"Prasham Dave","is_ca":true},{"name":"Dylan Blacquière","is_ca":true},{"name":"Grant Stotts","is_ca":true},{"name":"Michel Shamy","is_ca":true},{"name":"Franco Momoli","is_ca":true},{"name":"Rebecca E. Thornhill","is_ca":true},{"name":"Ronda Lun","is_ca":true},{"name":"Carlos Torres","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00482443120926572,"gpt":0.2163590483989898,"spread":0.2115346171897241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002280851,0.0001440822,0.0004728045,0.0001460858,0.00009776041,0.000003703499,0.0001038718,0.000064368,0.0003810244],"category_scores_gemma":[0.0001045031,0.0001435407,0.0002171428,0.0001345936,0.000138315,0.00003323271,0.0001960424,0.0003669673,0.000002198126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002177151,"about_ca_system_score_gemma":0.00007045164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002800489,"about_ca_topic_score_gemma":0.0001241598,"domain_scores_codex":[0.9985217,0.0002849536,0.0002751264,0.0004045621,0.0002287304,0.0002848909],"domain_scores_gemma":[0.9993785,0.00006780015,0.00007246897,0.0003540941,0.00004518034,0.00008192971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001867659,0.000270217,0.9933397,0.00004819067,0.0001880663,0.00003989587,0.0004922235,0.00008867937,0.004860491,0.0001331195,0.00006512619,0.0002875107],"study_design_scores_gemma":[0.004739258,0.001039715,0.9917609,0.000005913595,0.0002198049,0.0002335326,0.0004746249,0.0002569609,0.0003682564,0.00006362586,0.0007303374,0.0001070828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972767,0.0004001387,0.00002325158,0.0002154685,0.0001549738,0.0008155719,0.00004928002,0.00002678624,0.001037823],"genre_scores_gemma":[0.9991887,0.00009495287,0.00006556799,0.0004174825,0.00007323855,0.00005926284,0.00002787451,0.00001877589,0.00005409864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004552492,"threshold_uncertainty_score":0.585342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296691031","doi":"10.1136/svn-2022-001865","title":"Endovascular therapy in acute anterior circulation large vessel occlusive patients with a large infarct core (ANGEL-ASPECT): protocol of a multicentre randomised trial","year":2022,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Johnson and Johnson","keywords":"Medicine; Modified Rankin Scale; Randomized controlled trial; Stroke (engine); Clinical endpoint; Clinical trial; Solitaire Cryptographic Algorithm; Occlusion; Surgery; Radiology; Internal medicine; Ischemic stroke; Ischemia","authors":[{"name":"Xiaochuan Huo","is_ca":false},{"name":"Gaoting Ma","is_ca":false},{"name":"Xuelei Zhang","is_ca":false},{"name":"Yuesong Pan","is_ca":false},{"name":"Xu Tong","is_ca":false},{"name":"Dapeng Sun","is_ca":false},{"name":"Liping Liu","is_ca":false},{"name":"Yilong Wang","is_ca":false},{"name":"David S. Liebeskind","is_ca":false},{"name":"Yongjun Wang","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Zeguang Ren","is_ca":false},{"name":"Zhongrong Miao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008741525742721088,"gpt":0.2553195241238095,"spread":0.2465779983810884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004469917,0.0002734034,0.0007576455,0.0003048245,0.0001256974,0.000008863699,0.0001500079,0.00009313549,0.0002769813],"category_scores_gemma":[0.0000651486,0.0002265989,0.0002591505,0.0002674146,0.00006864478,0.00007046662,0.0002670883,0.0004173903,0.000001732445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004400758,"about_ca_system_score_gemma":0.00007515522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002804045,"about_ca_topic_score_gemma":0.000012631,"domain_scores_codex":[0.9976285,0.0003116629,0.000505388,0.0005438397,0.0005453586,0.000465319],"domain_scores_gemma":[0.9989781,0.00007249114,0.0002899521,0.0004719631,0.00009983337,0.00008761665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.45754,0.003323804,0.5265408,0.0002274834,0.002479756,0.000513993,0.001760912,0.00005819886,0.005157357,0.0000341872,0.0005752661,0.001788212],"study_design_scores_gemma":[0.7421122,0.005933715,0.2221126,0.00002590021,0.0004109459,0.00003107634,0.0001648551,0.001296401,0.0002405346,0.000003651938,0.02744731,0.0002207963],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228811,0.00007709846,0.0001637292,0.0001622024,0.00009120627,0.07633363,0.00009734433,0.00003066402,0.0001630575],"genre_scores_gemma":[0.9692693,0.00004265238,0.00009033407,0.0009767138,0.00005800229,0.02936118,0.0001221565,0.00004365203,0.00003600777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3044282,"threshold_uncertainty_score":0.9240434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043585411","doi":"10.1136/svn-2020-000359","title":"Impairment of cognition and sleep after acute ischaemic stroke or transient ischaemic attack in Chinese patients: design, rationale and baseline patient characteristics of a nationwide multicentre prospective registry","year":2020,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ministry of Science and Technology of the People's Republic of China","keywords":"Medicine; Stroke (engine); Prospective cohort study; Physical therapy; Cognition; Montreal Cognitive Assessment; Internal medicine; Pediatrics; Cognitive impairment; Psychiatry","authors":[{"name":"Yongjun Wang","is_ca":false},{"name":"Xiaoling Liao","is_ca":false},{"name":"Chunxue Wang","is_ca":false},{"name":"Ning Zhang","is_ca":false},{"name":"Lijun Zuo","is_ca":false},{"name":"Yang Yang","is_ca":false},{"name":"Yuesong Pan","is_ca":false},{"name":"Xianglong Xiang","is_ca":false},{"name":"Jing Jing","is_ca":false},{"name":"Xia Meng","is_ca":false},{"name":"Xingquan Zhao","is_ca":false},{"name":"Yilong Wang","is_ca":false},{"name":"Jiong Shi","is_ca":false},{"name":"Hao Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008936875738289806,"gpt":0.2304519044677169,"spread":0.221515028729427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001309991,0.0002257087,0.0005072062,0.000131784,0.00002701018,0.000006263851,0.00004497564,0.0001067541,0.00003891006],"category_scores_gemma":[0.0002054505,0.0001840505,0.00006925321,0.0001199342,0.000152285,0.00008993618,0.00009865041,0.0002139134,7.952606e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001607466,"about_ca_system_score_gemma":0.00003516069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009332403,"about_ca_topic_score_gemma":0.00001004721,"domain_scores_codex":[0.9984517,0.0001190112,0.0005325036,0.0004379183,0.0002597537,0.000199146],"domain_scores_gemma":[0.999196,0.0001148767,0.0002289959,0.0001590274,0.0001761585,0.0001249548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01537485,0.001030199,0.9426252,0.001094681,0.001106106,0.0002049698,0.006014052,0.00005394784,0.02757866,0.000005980701,0.0004515933,0.004459731],"study_design_scores_gemma":[0.01440505,0.005350651,0.9628078,0.000113275,0.001023399,0.00005459614,0.0003540617,0.0115048,0.00335815,0.000004207412,0.0007609078,0.0002631329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940705,0.0003532466,0.00232647,0.001033612,0.00004652737,0.001756536,0.0003695336,0.00001345664,0.00003008356],"genre_scores_gemma":[0.9969447,0.0006019871,0.0009921151,0.001140485,0.00003958115,0.0001050158,0.0001340903,0.00002074279,0.00002132103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02422051,"threshold_uncertainty_score":0.750536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080485361","doi":"10.1136/svn-2020-000529","title":"China Stroke Statistics 2019: a wealth of opportunities for stroke prevention","year":2020,"lang":"en","type":"letter","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Stroke (engine); China; Medicine; Myocardial infarction; Cause of death; Emergency medicine; Disease; Medical emergency; Demography; Cardiology; Internal medicine; Geography","authors":[{"name":"J. David Spence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03442698722608526,"gpt":0.2737718357827146,"spread":0.2393448485566294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002368843,0.0005419175,0.001379558,0.0003488214,0.00009091639,0.00002212236,0.0002589917,0.0006645629,0.0001475875],"category_scores_gemma":[0.0001547761,0.0005303368,0.0005053137,0.00006228517,0.0002859151,0.00005600173,0.0002481329,0.001486239,0.00000834925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002890894,"about_ca_system_score_gemma":0.0002611371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006421905,"about_ca_topic_score_gemma":0.000005339115,"domain_scores_codex":[0.9970006,0.0002088103,0.0007752664,0.0008141359,0.0005570209,0.0006441681],"domain_scores_gemma":[0.9982439,0.0001733621,0.0005688684,0.0006724825,0.0001566446,0.0001847395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003034178,0.00006360262,0.0003577279,0.001976399,0.001386448,0.000455578,0.0000698606,0.000001641799,0.0004344707,0.0001106779,0.9894781,0.005362098],"study_design_scores_gemma":[0.003038813,0.004245666,0.001684035,0.00006645198,0.002325099,0.00007951716,0.0000616439,0.0003171441,0.0001716406,0.00007403168,0.9876139,0.0003220576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02007549,0.002251693,0.04842987,0.9009494,0.001554421,0.005109423,0.01493629,0.0002146609,0.006478734],"genre_scores_gemma":[0.006826489,0.007880857,0.01455949,0.8438098,0.006472935,0.0004913521,0.01055819,0.0004607638,0.1089401],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1024614,"threshold_uncertainty_score":0.9997148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091435445","doi":"10.1136/svn-2020-000440","title":"Cardiac natriuretic peptides for diagnosis of covert atrial fibrillation after acute ischaemic stroke: a meta-analysis of diagnostic accuracy studies","year":2020,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Likelihood ratios in diagnostic testing; Meta-analysis; Stroke (engine); Ischaemic stroke; Natriuretic peptide; Brain natriuretic peptide; Heart failure","authors":[{"name":"Kejia Zhang","is_ca":true},{"name":"Joseph Kamtchum‐Tatuene","is_ca":true},{"name":"Mingxi Li","is_ca":false},{"name":"Glen C. Jickling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1270106334361695,"gpt":0.3976439580911988,"spread":0.2706333246550293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0004198477,0.0005280487,0.008368764,0.0007297071,0.00005258639,0.0000142929,0.0001259403,0.0003389876,0.00007302734],"category_scores_gemma":[0.003143963,0.0003862528,0.01215212,0.0005993341,0.0001648035,0.00008291036,0.0002078007,0.0002162604,0.000004431592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001918342,"about_ca_system_score_gemma":0.00009964411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001406021,"about_ca_topic_score_gemma":0.000005755842,"domain_scores_codex":[0.9969048,0.0004509954,0.001295596,0.0006775076,0.0003910865,0.0002800066],"domain_scores_gemma":[0.9901899,0.008041997,0.0009421422,0.0004973926,0.0002277388,0.0001008496],"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":[0.0005435806,0.000007294616,0.02622752,0.01226812,0.8987095,0.00002855071,0.0001424322,0.00009533695,0.000002760531,0.0001197598,0.000526866,0.06132826],"study_design_scores_gemma":[0.000511339,0.0004756377,0.0005652643,0.00006434316,0.5311573,0.00000212748,0.00000893639,0.00002383186,0.000002355801,0.00001061412,0.4670341,0.0001441887],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003530841,0.9913002,0.00006962189,0.0006269423,0.0003181605,0.002767221,0.001348638,0.00002434636,0.00001397754],"genre_scores_gemma":[0.007482656,0.9908947,0.0001368847,0.00009072057,0.0007832504,0.0001058002,0.0003256476,0.00005167496,0.0001286384],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4665072,"threshold_uncertainty_score":0.9998589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385879222","doi":"10.1136/svn-2023-002380","title":"Stereotactic radiosurgery for haemorrhagic cerebral cavernous malformation: a multi-institutional, retrospective study","year":2023,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Université de Sherbrooke","funders":"Institut Servier; Servier; Hospices Civils de Lyon","keywords":"Radiosurgery; Medicine; Cavernous malformations; Retrospective cohort study; Radiology; Magnetic resonance imaging; Surgery; Radiation therapy","authors":[{"name":"Chloé Dumot","is_ca":false},{"name":"Georgios Mantziaris","is_ca":false},{"name":"Sam Dayawansa","is_ca":false},{"name":"Zhiyuan Xu","is_ca":false},{"name":"Stylianos Pikis","is_ca":false},{"name":"Selçuk Peker","is_ca":false},{"name":"Yavuz Samancı","is_ca":false},{"name":"Gokce Deniz Ardor","is_ca":false},{"name":"Ahmed M. Nabeel","is_ca":false},{"name":"Wael A. Reda","is_ca":false},{"name":"Sameh R. Tawadros","is_ca":false},{"name":"Khaled Abdelkarim","is_ca":false},{"name":"Amr M. N. El-Shehaby","is_ca":false},{"name":"Reem M. Emad Eldin","is_ca":false},{"name":"Ahmed Hesham Elazzazi","is_ca":false},{"name":"Nuria Martínez Moreno","is_ca":false},{"name":"Roberto Martínez Álvarez","is_ca":false},{"name":"Roman Liščák","is_ca":false},{"name":"Jaromír May","is_ca":false},{"name":"David Mathieu","is_ca":true},{"name":"Jean-Nicolas Tourigny","is_ca":true},{"name":"Manjul Tripathi","is_ca":false},{"name":"Akshay Rajput","is_ca":false},{"name":"Narendra Kumar","is_ca":false},{"name":"Rupinder Kaur","is_ca":false},{"name":"Piero Picozzi","is_ca":false},{"name":"Andrea Franzini","is_ca":false},{"name":"Herwin Speckter","is_ca":false},{"name":"Wenceslao Hernández","is_ca":false},{"name":"Anderson Brito","is_ca":false},{"name":"Ronald E. Warnick","is_ca":false},{"name":"Juan F. Álzate","is_ca":false},{"name":"Douglas Kondziolka","is_ca":false},{"name":"Greg Bowden","is_ca":true},{"name":"Samir Patel","is_ca":true},{"name":"Jason P. Sheehan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03333335542421834,"gpt":0.2856035392848865,"spread":0.2522701838606681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003016577,0.0002053636,0.0004371867,0.0002815976,0.0003165558,0.00003280625,0.00005445047,0.00009312065,0.0000406614],"category_scores_gemma":[0.000119364,0.000163716,0.0002832139,0.0002325212,0.00007079623,0.0001702397,0.00005488519,0.0001610802,0.00009982741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004821868,"about_ca_system_score_gemma":0.00006826491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004326045,"about_ca_topic_score_gemma":0.00003225727,"domain_scores_codex":[0.9987175,0.0000786083,0.00029507,0.0003569626,0.0002252615,0.0003266013],"domain_scores_gemma":[0.9992905,0.00007304073,0.00007663668,0.0003321631,0.0001114075,0.0001162989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001824312,0.001128565,0.9918239,0.0001244257,0.001290031,0.0003224935,0.0008536048,0.0001305173,0.00003057157,0.0005892241,0.001186704,0.002337534],"study_design_scores_gemma":[0.007278934,0.001738938,0.9777014,0.000009810183,0.000523768,0.0003913344,0.0002253212,0.006801832,0.00002655298,0.00003403521,0.0051219,0.0001461523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995795,0.0002409544,0.0006130896,0.001018928,0.0003095496,0.001677087,0.00005490416,0.000140135,0.0001503867],"genre_scores_gemma":[0.998112,0.0001620205,0.0002352584,0.0005524346,0.0001122535,0.0004223354,0.0001457021,0.00002187405,0.0002360925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01412248,"threshold_uncertainty_score":0.6676143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100082475","doi":"10.1136/svn-2020-000570","title":"Effect of thrombectomy on oedema progression and clinical outcome in patients with a poor collateral profile","year":2020,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft; European Commission; Bundesministerium für Bildung und Forschung; Stryker","keywords":"Medicine; Collateral circulation; Modified Rankin Scale; Lesion; Occlusion; Stroke (engine); Angiography; Radiology; Internal medicine; Target lesion; Cardiology; Surgery; Ischemia; Ischemic stroke; Percutaneous coronary intervention; Myocardial infarction","authors":[{"name":"Gabriel Broocks","is_ca":false},{"name":"André Kemmling","is_ca":false},{"name":"Tobias D. Faizy","is_ca":false},{"name":"Rosalie McDonough","is_ca":false},{"name":"Noel van Horn","is_ca":false},{"name":"Matthias Bechstein","is_ca":false},{"name":"Lukas Meyer","is_ca":false},{"name":"Gerhard Schön","is_ca":false},{"name":"Jawed Nawabi","is_ca":false},{"name":"Jens Fiehler","is_ca":false},{"name":"Helge Kniep","is_ca":false},{"name":"Uta Hanning","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01152888668517182,"gpt":0.3013826912777556,"spread":0.2898538045925838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001947613,0.0001431006,0.0005164514,0.0000566776,0.00001631585,0.000004049031,0.00004387384,0.00009897922,0.00001852301],"category_scores_gemma":[0.00008752742,0.00009142636,0.0000637323,0.00007532064,0.0001145181,0.00002325245,0.0001010174,0.0002363442,0.000003799051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004234013,"about_ca_system_score_gemma":0.000009875343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004692491,"about_ca_topic_score_gemma":0.000001040906,"domain_scores_codex":[0.9988485,0.0001719545,0.0002772055,0.000350259,0.0001779699,0.0001741292],"domain_scores_gemma":[0.9995452,0.0001031507,0.00008311844,0.0001448484,0.00001974209,0.000103995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003396479,0.0001105792,0.9905959,0.0001795272,0.0001187683,0.00004075617,0.00003110704,5.527165e-7,0.0001129839,0.000002812638,0.0003562973,0.005054246],"study_design_scores_gemma":[0.01189354,0.02643955,0.9587409,0.00003404709,0.0001920535,0.000003761168,0.000003249836,0.0002451165,0.0004673935,2.320972e-7,0.00190761,0.0000725739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970263,0.00003884012,0.000006494596,0.001085883,0.00004222414,0.001072356,0.000006698675,0.00001828519,0.0007029212],"genre_scores_gemma":[0.9982668,0.00001315141,0.0001272015,0.001488361,0.00003759871,0.00001953995,0.00001260936,0.00001523156,0.00001953059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03185501,"threshold_uncertainty_score":0.3728259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3139380762","doi":"10.1136/svn-2020-000656","title":"Predicting long-term outcomes in acute intracerebral haemorrhage using delayed prognostication scores","year":2021,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Modified Rankin Scale; Receiver operating characteristic; Intracerebral hemorrhage; Internal medicine; Area under the curve","authors":[{"name":"Ronda Lun","is_ca":true},{"name":"Vignan Yogendrakumar","is_ca":true},{"name":"Tim Ramsay","is_ca":true},{"name":"Michel Shamy","is_ca":true},{"name":"Robert Fahed","is_ca":true},{"name":"Magdy Selim","is_ca":false},{"name":"Dar Dowlatshahi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0255353809605821,"gpt":0.3094944964718005,"spread":0.2839591155112184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002291627,0.0001866759,0.0004440764,0.0001824889,0.0001167529,0.00003897188,0.00008042019,0.000202254,0.000121373],"category_scores_gemma":[0.0002780833,0.0001623405,0.0001303515,0.0002027067,0.0001228373,0.0001242828,0.0001419071,0.0006239876,0.00001260986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002340844,"about_ca_system_score_gemma":0.0001413395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007401082,"about_ca_topic_score_gemma":0.0001431496,"domain_scores_codex":[0.9982603,0.0001732294,0.0003254399,0.0004769667,0.0002619919,0.0005020249],"domain_scores_gemma":[0.9992583,0.0001084953,0.00005453902,0.0003099435,0.0001205587,0.0001481807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001529095,0.0001546333,0.9733994,0.0001169652,0.0001630854,0.002213486,0.0001082689,0.00001165811,0.01413959,0.00006495326,0.000004395165,0.009470675],"study_design_scores_gemma":[0.001999829,0.0004474005,0.9427857,0.00002735763,0.0002581385,0.001387372,0.00003237595,0.04833309,0.004543453,0.00003184057,0.000007613057,0.0001458102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961496,0.0006373589,0.0008693042,0.001561861,0.000135984,0.0004389585,0.00001420219,0.00004900733,0.0001437218],"genre_scores_gemma":[0.9967742,0.0001576449,0.002005577,0.0005629252,0.0001244797,0.00002355088,0.00005835331,0.00002722496,0.0002660289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04832143,"threshold_uncertainty_score":0.6620052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387330631","doi":"10.1136/svn-2022-002146","title":"Stroke depression: a concept with clinical applicability","year":2023,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Chinese Academy of Medical Sciences","keywords":"Stroke (engine); Depression (economics); Medicine; Intervention (counseling); Incidence (geometry); Intensive care medicine; Psychiatry","authors":[{"name":"Jun Mu","is_ca":false},{"name":"Arun Ravindran","is_ca":true},{"name":"Pim Cuijpers","is_ca":false},{"name":"Yiqing Shen","is_ca":false},{"name":"Wen‐Song Yang","is_ca":false},{"name":"Qi Li","is_ca":false},{"name":"Xinyu Zhou","is_ca":false},{"name":"Peng Xie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06190562635484926,"gpt":0.3865271538165354,"spread":0.3246215274616861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005787968,0.0004944765,0.002997908,0.0002324304,0.00009506793,0.00002095085,0.0001640766,0.0008982397,0.0001165343],"category_scores_gemma":[0.0003263765,0.0003131912,0.001351577,0.0002297628,0.000615884,0.00003476508,0.0001620967,0.001387273,0.0001518038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001792294,"about_ca_system_score_gemma":0.0003308627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001285674,"about_ca_topic_score_gemma":0.000007559496,"domain_scores_codex":[0.9964525,0.0006769639,0.0009339782,0.001159508,0.000334008,0.0004430789],"domain_scores_gemma":[0.9968684,0.001475857,0.0002848411,0.0009244418,0.00008579478,0.000360659],"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":[0.0001776493,0.0002061684,0.01529127,0.00742399,0.001369293,0.000163924,0.00002360871,6.702713e-7,5.529581e-7,0.00004650083,0.001548743,0.9737476],"study_design_scores_gemma":[0.001529731,0.001503766,0.007565444,0.001005005,0.002111626,0.0003362647,0.00001508124,0.000007926676,2.873798e-7,0.00000708494,0.9856628,0.0002550507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003719267,0.9923442,0.0001246448,0.0001565999,0.0005544333,0.002001992,0.0001234112,0.0001953149,0.0007801508],"genre_scores_gemma":[0.0001236355,0.9964806,0.0002024944,0.0004361777,0.0006546099,0.0002492735,0.0001034534,0.00009757216,0.001652224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.984114,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127367272","doi":"10.1136/svn-2020-000691","title":"Patterns of antidepressant therapy and clinical outcomes among ischaemic stroke survivors","year":2021,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":11,"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":"Patient-Centered Outcomes Research Institute; American Heart Association","keywords":"Ischaemic stroke; Antidepressant; Medicine; Stroke (engine); Antidepressant medication; Internal medicine; Cardiology; Physical therapy; Ischemia","authors":[{"name":"Mark R. Etherton","is_ca":false},{"name":"Shreyansh Shah","is_ca":false},{"name":"Haolin Xu","is_ca":false},{"name":"Ying Xian","is_ca":false},{"name":"Lesley Maisch","is_ca":false},{"name":"Deidre Hannah","is_ca":false},{"name":"Brianna Lindholm","is_ca":false},{"name":"Barbara L. Lytle","is_ca":false},{"name":"Laine Thomas","is_ca":false},{"name":"Eric E. Smith","is_ca":true},{"name":"Gregg C. Fonarow","is_ca":false},{"name":"Lee H. Schwamm","is_ca":false},{"name":"Deepak L. Bhatt","is_ca":false},{"name":"Adrian F. Hernandez","is_ca":false},{"name":"Emily C. O’Brien","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02345192311238887,"gpt":0.3022014954346913,"spread":0.2787495723223024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002769135,0.0001485365,0.0006211029,0.00009844039,0.00003881882,0.00000885426,0.00004570722,0.0001874381,0.00009557356],"category_scores_gemma":[0.0002051358,0.0001136681,0.0003519434,0.00004879637,0.0001953195,0.00004705351,0.00006925967,0.0002976759,0.000001996634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002124206,"about_ca_system_score_gemma":0.00004274668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001912792,"about_ca_topic_score_gemma":0.0001333498,"domain_scores_codex":[0.9985553,0.0002867982,0.0004048393,0.0003869502,0.0001657707,0.0002003262],"domain_scores_gemma":[0.9988567,0.0005076149,0.00009387288,0.0003225517,0.00008827355,0.0001309627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008793984,0.0001249956,0.9903813,0.00005053491,0.0003659124,0.00005042285,0.00006316113,6.874004e-7,0.000843789,0.00004181528,0.00003306319,0.007956401],"study_design_scores_gemma":[0.002586775,0.000716803,0.9930323,0.00001451006,0.000106872,0.00005636162,0.00009856305,0.00008771458,0.0002981712,0.00001128166,0.002905563,0.00008507471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99714,0.001219826,0.0001257844,0.0006338708,0.0004132893,0.0002010347,0.00003292032,0.00002178911,0.0002114929],"genre_scores_gemma":[0.9902935,0.008035491,0.0001334633,0.0009383024,0.00007488967,0.000005138173,0.00001148256,0.00001774952,0.0004899981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007871326,"threshold_uncertainty_score":0.463525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392711446","doi":"10.1136/svn-2023-002938","title":"Rationale and design of Treatment of Acute Ischaemic Stroke with Edaravone Dexborneol II (TASTE-2): a multicentre randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Beijing Tian Tan Hospital, Capital Medical University; Ministry of Science and Technology of the People's Republic of China; Capital Medical University; National Natural Science Foundation of China","keywords":"Edaravone; Ischaemic stroke; Medicine; Acute stroke; Taste; Stroke (engine); Randomized controlled trial; Anesthesia; Physical therapy; Surgery; Psychology; Internal medicine; Ischemia; Engineering","authors":[{"name":"Chunjuan Wang","is_ca":false},{"name":"Hongqiu Gu","is_ca":false},{"name":"Qiang Dong","is_ca":false},{"name":"Ning Wang","is_ca":false},{"name":"Yi Yang","is_ca":false},{"name":"Feng Wang","is_ca":false},{"name":"Yongjun Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01252944529556544,"gpt":0.2441497414134775,"spread":0.2316202961179121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002054203,0.00026034,0.001020129,0.0002049328,0.00005228149,0.000009832338,0.00005419708,0.0001150103,0.00006455319],"category_scores_gemma":[0.0000416999,0.000175538,0.0002269476,0.00008607717,0.000206209,0.00005165249,0.00005226238,0.0001233591,0.000001659579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001958843,"about_ca_system_score_gemma":0.0001361622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000205611,"about_ca_topic_score_gemma":0.000002951213,"domain_scores_codex":[0.9984838,0.0001598422,0.000454426,0.0004308269,0.0002278202,0.0002432315],"domain_scores_gemma":[0.999041,0.0003661022,0.0001394009,0.0002759411,0.00007402121,0.0001035787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.883058,0.0006912447,0.0008737226,0.0002545595,0.01269346,0.000318858,0.001248042,0.0001719913,0.09630881,0.0001491718,0.0009370268,0.00329513],"study_design_scores_gemma":[0.9491215,0.01993142,0.000335388,0.00005181348,0.007165778,0.000164939,0.0001095126,0.0105953,0.006363019,0.000005702987,0.005982612,0.0001730046],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834891,0.003191369,0.005275513,0.0007127324,0.0001451502,0.006621242,0.0000698652,0.00003684773,0.0004581657],"genre_scores_gemma":[0.9940232,0.001829073,0.001508122,0.0001600902,0.0001387035,0.0004223797,0.00003752081,0.00003390793,0.001846973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08994579,"threshold_uncertainty_score":0.7158232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294771888","doi":"10.1136/svn-2022-001589","title":"Association of fluid-attenuated inversion recovery vascular hyperintensity with ischaemic events in internal carotid artery or middle cerebral artery occlusion","year":2022,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":11,"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; Cardiology; Internal medicine; Middle cerebral artery; Occlusion; Internal carotid artery; Carotid arteries; Cerebral arteries; Ischemia","authors":[{"name":"Jinhao Lyu","is_ca":false},{"name":"Jianxing Hu","is_ca":false},{"name":"Xinrui Wang","is_ca":false},{"name":"Xiangbing Bian","is_ca":false},{"name":"Mengting Wei","is_ca":false},{"name":"Liuxian Wang","is_ca":false},{"name":"Qi Duan","is_ca":false},{"name":"Yina Lan","is_ca":false},{"name":"Dekang Zhang","is_ca":false},{"name":"Xueyang Wang","is_ca":false},{"name":"Tingyang Zhang","is_ca":false},{"name":"Chenglin Tian","is_ca":false},{"name":"Xin Lou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009347717613908279,"gpt":0.2031818282144501,"spread":0.1938341106005418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004311284,0.0002396742,0.0006064134,0.0003220918,0.0001379868,0.000007073755,0.0001257083,0.0001179653,0.0003100497],"category_scores_gemma":[0.00007799223,0.0002032442,0.0003479671,0.0002394192,0.00006188287,0.0001280283,0.0002780306,0.0004804489,0.000007760577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097694,"about_ca_system_score_gemma":0.000114653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002571559,"about_ca_topic_score_gemma":0.0001896497,"domain_scores_codex":[0.9976943,0.0004648196,0.0003834663,0.0005236894,0.0005546089,0.0003791291],"domain_scores_gemma":[0.9991211,0.00006945264,0.0001631523,0.0003999395,0.0001071807,0.0001391637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00151208,0.0003524018,0.989004,0.0001101124,0.0005809512,0.0001006576,0.0002765344,0.0002093477,0.0071465,0.000002310838,0.0004188341,0.0002863131],"study_design_scores_gemma":[0.008151352,0.003435522,0.9825388,0.00007993378,0.0005670413,0.0007492088,0.0005745853,0.001085421,0.001072036,0.00001514066,0.001459721,0.0002712591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998336,0.0001183237,0.00007999141,0.0004383053,0.0002927798,0.000553283,0.00004558036,0.00003691468,0.0000988502],"genre_scores_gemma":[0.9977995,0.0001885657,0.00002503755,0.0013707,0.0000690938,0.00003342823,0.000119182,0.00003170927,0.0003627934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006639272,"threshold_uncertainty_score":0.828806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4282595334","doi":"10.1136/svn-2021-001459","title":"Distribution and prognosis of acute ischaemic stroke with negative diffusion-weighted imaging","year":2022,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Medicine; Ischaemic stroke; Internal medicine; Stroke (engine); Diffusion MRI; Cohort; Prospective cohort study; Acute stroke; Magnetic resonance imaging; Radiology; Ischemia; Tissue plasminogen activator","authors":[{"name":"Yu Wang","is_ca":false},{"name":"Jing Jing","is_ca":false},{"name":"Yuesong Pan","is_ca":false},{"name":"Mengxing Wang","is_ca":false},{"name":"Xia Meng","is_ca":true},{"name":"Yongjun Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005041622335827878,"gpt":0.2150636277098288,"spread":0.2100220053740009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001276424,0.0001781998,0.0003652831,0.0001146652,0.0001632862,0.000007750447,0.00007894178,0.00003911907,0.00008210606],"category_scores_gemma":[0.00001569572,0.0001480722,0.00007952009,0.000143036,0.0002275739,0.00005424885,0.0003841971,0.0003407366,7.84722e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001984181,"about_ca_system_score_gemma":0.00003115872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005292254,"about_ca_topic_score_gemma":0.000001898754,"domain_scores_codex":[0.9987257,0.00009784733,0.00020898,0.0004146797,0.0002861702,0.0002666423],"domain_scores_gemma":[0.9994336,0.00005682754,0.000125614,0.0002368923,0.00005539239,0.00009163155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002348109,0.000409831,0.9191741,0.0001648026,0.002313653,0.0004931183,0.0008519244,0.000007723247,0.05675479,0.000372503,0.006442104,0.01066733],"study_design_scores_gemma":[0.02183136,0.008703651,0.8369308,0.00006263374,0.005880596,0.002175562,0.00168197,0.007216265,0.0188721,0.00008346453,0.09578261,0.0007789516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948753,0.000343834,0.001057439,0.002139754,0.00006059626,0.0005715163,0.0002542409,0.00003977482,0.0006575858],"genre_scores_gemma":[0.9982069,0.0002270936,0.0003186319,0.0006794426,0.00003521892,0.00009667146,0.0001399352,0.00002130125,0.0002748288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0893405,"threshold_uncertainty_score":0.6038209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402962097","doi":"10.1136/svn-2024-003418","title":"Central post-stroke pain: advances in clinical and preclinical research","year":2024,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":8,"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":"National Natural Science Foundation of China","keywords":"Medicine; Clinical trial; Quality of life (healthcare); Stroke (engine); Psychological intervention; Preclinical research; MEDLINE; Clinical Practice; Intensive care medicine; Physical therapy; Medical physics; Pathology; Psychiatry","authors":[{"name":"Xiqian Yuan","is_ca":false},{"name":"Siyuan Hu","is_ca":false},{"name":"Xiaochong Fan","is_ca":false},{"name":"Chao Jiang","is_ca":false},{"name":"Yan Xu","is_ca":false},{"name":"Ruochen Hao","is_ca":false},{"name":"Zili Xu","is_ca":false},{"name":"Yiyang Yu","is_ca":false},{"name":"Yousef Rastegar‐Kashkooli","is_ca":false},{"name":"Leo Huang","is_ca":true},{"name":"Tom J. Wang","is_ca":false},{"name":"Qiao Wang","is_ca":false},{"name":"Songxue Su","is_ca":false},{"name":"Limin Wang","is_ca":false},{"name":"Junyang Wang","is_ca":false},{"name":"Menglu Wang","is_ca":false},{"name":"Yun Tai Kim","is_ca":false},{"name":"Ujjal K. Bhawal","is_ca":false},{"name":"Fushun Wang","is_ca":false},{"name":"Ting Zhao","is_ca":false},{"name":"Junmin Wang","is_ca":false},{"name":"Xuemei Chen","is_ca":false},{"name":"Jian Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09397380201958684,"gpt":0.4631164947276614,"spread":0.3691426927080746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004218863,0.0003877814,0.00232308,0.0007063472,0.00006536668,0.00004083302,0.0001428781,0.001017265,0.00005456644],"category_scores_gemma":[0.002998634,0.0002734015,0.001074185,0.0002536715,0.0009202943,0.00007364549,0.0002337029,0.003284815,0.00005360295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002224557,"about_ca_system_score_gemma":0.0004273309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001436494,"about_ca_topic_score_gemma":0.00004206133,"domain_scores_codex":[0.9933442,0.003171826,0.001245875,0.001162688,0.0003792494,0.0006961097],"domain_scores_gemma":[0.9948629,0.004068752,0.0001097843,0.0004787017,0.0001044725,0.0003754233],"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":[0.0001339951,0.0001499098,0.0198492,0.01257003,0.0002643233,0.0002346556,0.00003598001,9.188873e-8,5.362238e-7,0.0001297936,0.0006144552,0.966017],"study_design_scores_gemma":[0.0009105223,0.002804482,0.007182898,0.001968357,0.0007284696,0.0002122625,0.0000336617,0.00002738088,5.496052e-8,0.00004404953,0.9859008,0.0001871191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005529869,0.990567,0.000007001407,0.000843272,0.001084291,0.001232864,0.00008294595,0.00004394522,0.0006088704],"genre_scores_gemma":[0.0003503248,0.9968289,0.00008497296,0.0005716445,0.0008022708,0.00008957144,0.00004790568,0.00005990177,0.001164524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9852863,"threshold_uncertainty_score":0.9999718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391383853","doi":"10.1136/svn-2023-002828","title":"Intravenous tenecteplase compared with alteplase for minor ischaemic stroke: a secondary analysis of the AcT randomised clinical trial","year":2024,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Ottawa; University of British Columbia; University of Toronto; Health Sciences Centre; Kelowna General Hospital; Sunnybrook Health Science Centre; Université de Montréal; University of Saskatchewan; University of Alberta; Queen Elizabeth II Health Sciences Centre; University of Manitoba; Medicine Hat Regional Hospital; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Tenecteplase; Medicine; Thrombolysis; Modified Rankin Scale; Stroke (engine); Fibrinolytic agent; Post-hoc analysis; Tissue plasminogen activator; Internal medicine; Myocardial infarction; Ischemic stroke; Ischemia","authors":[{"name":"Radhika Nair","is_ca":true},{"name":"Nishita Singh","is_ca":true},{"name":"Mahesh Kate","is_ca":true},{"name":"Negar Asdaghi","is_ca":false},{"name":"Robert Joseph Sarmiento","is_ca":true},{"name":"Fouzi Bala","is_ca":true},{"name":"Shelagh B. Coutts","is_ca":true},{"name":"MacKenzie Horn","is_ca":true},{"name":"Alexandre Y. Poppe","is_ca":true},{"name":"Heather Williams","is_ca":true},{"name":"Ayoola Ademola","is_ca":true},{"name":"Ibrahim Alhabli","is_ca":true},{"name":"Faysal Benali","is_ca":true},{"name":"Houman Khosravani","is_ca":true},{"name":"Gary R. Hunter","is_ca":true},{"name":"Aleksander Tkach","is_ca":true},{"name":"Herbert Alejandro Manosalva Alzate","is_ca":true},{"name":"Aleksandra Pikula","is_ca":true},{"name":"Thalia S. Field","is_ca":true},{"name":"Anurag Trivedi","is_ca":true},{"name":"Dar Dowlatshahi","is_ca":true},{"name":"Luciana Catanese","is_ca":true},{"name":"Ashfaq Shuaib","is_ca":true},{"name":"Andrew M. Demchuk","is_ca":true},{"name":"Tolulope T. Sajobi","is_ca":true},{"name":"Mohammed Almekhlafi","is_ca":true},{"name":"Richard H. Swartz","is_ca":true},{"name":"Bijoy K. Menon","is_ca":true},{"name":"Brian Buck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02169724077622408,"gpt":0.2969094766928683,"spread":0.2752122359166442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006717917,0.0002537464,0.001132366,0.000322725,0.00007299436,0.00002239575,0.0001843647,0.0001724939,0.00010581],"category_scores_gemma":[0.0002301566,0.00015649,0.0009637498,0.0003495046,0.0003141585,0.00003998748,0.0001157118,0.0005006861,0.000002752913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001390915,"about_ca_system_score_gemma":0.0002134159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003228161,"about_ca_topic_score_gemma":0.00004384451,"domain_scores_codex":[0.9978673,0.0002328082,0.0006646826,0.0006264005,0.0002669309,0.0003419028],"domain_scores_gemma":[0.9981567,0.0008321049,0.0001675404,0.0006304561,0.00007292855,0.0001402734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7668902,0.001698724,0.04659608,0.001426728,0.08967526,0.0006897256,0.0008909523,0.0004391326,0.01264126,0.0002244916,0.04438707,0.03444037],"study_design_scores_gemma":[0.6242724,0.01536113,0.0569859,0.0001070068,0.07085207,0.000256356,0.0002136871,0.03592549,0.003098322,0.00001394624,0.192295,0.0006186916],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992593,0.0006512689,0.001743117,0.001061449,0.0004921851,0.002319846,0.0002160236,0.00005180201,0.0008713002],"genre_scores_gemma":[0.9969732,0.000134199,0.0004020538,0.001123911,0.0002861039,0.0001550144,0.00008547404,0.00003632074,0.0008036993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1479079,"threshold_uncertainty_score":0.6381479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3151430763","doi":"10.1136/svn-2020-000744","title":"Identifying sex-specific differences in the carotid revascularisation literature: findings from a scoping review","year":2021,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa; Heart and Stroke Foundation of Canada","keywords":"Medicine; Carotid endarterectomy; Stenosis; Systematic review; Randomized controlled trial; Stroke (engine); Meta-analysis; Endarterectomy; MEDLINE; Carotid stenting; Adverse effect; Internal medicine; Surgery","authors":[{"name":"Vignan Yogendrakumar","is_ca":true},{"name":"Michel Shamy","is_ca":true},{"name":"Brian Dewar","is_ca":true},{"name":"Dean Fergusson","is_ca":true},{"name":"Dar Dowlatshahi","is_ca":true},{"name":"Candyce Hamel","is_ca":true},{"name":"Sophia Gocan","is_ca":true},{"name":"Mark Fedyk","is_ca":false},{"name":"Jean-Louis Mas","is_ca":false},{"name":"Peter M. Rothwell","is_ca":false},{"name":"Virginia J. Howard","is_ca":false},{"name":"Olena Bereznyakova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05283677451494859,"gpt":0.3215806958646074,"spread":0.2687439213496587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006850551,0.0005442092,0.00282289,0.0002412688,0.0001382171,0.0001777437,0.0002874748,0.0003762093,0.0001656856],"category_scores_gemma":[0.000144035,0.0003682176,0.001685219,0.0005013701,0.0001059666,0.0001004263,0.000145992,0.001076175,0.00002036162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002315348,"about_ca_system_score_gemma":0.0001910737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003351249,"about_ca_topic_score_gemma":0.00002891488,"domain_scores_codex":[0.9956671,0.001575091,0.0008068118,0.001029595,0.0005190693,0.0004023142],"domain_scores_gemma":[0.9982629,0.0003559537,0.0001769527,0.001022451,0.00006382212,0.0001179529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001708544,0.0004612606,0.02468809,0.3677008,0.003051193,0.0008268302,0.001767921,1.870683e-7,0.000008614523,0.0001942689,0.002140944,0.5991428],"study_design_scores_gemma":[0.001262146,0.0002074695,0.009700323,0.5064083,0.006440317,0.001034144,0.0001136992,0.00000170149,0.000001661863,0.00002008941,0.4741375,0.0006726776],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001734919,0.9951784,0.00003343837,0.000172278,0.0002517252,0.002468744,0.00005181982,0.00003113907,0.00007752136],"genre_scores_gemma":[0.000266207,0.9965611,0.00002669422,0.001409484,0.0003352886,0.0003479336,0.0009653232,0.00004880812,0.00003913229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5984702,"threshold_uncertainty_score":0.999877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386645148","doi":"10.1136/svn-2022-002264","title":"Haemorrhage after thrombectomy with adjuvant thrombolysis in unknown onset stroke depends on high early lesion water uptake","year":2023,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":6,"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; Stroke (engine); Internal medicine; Ischaemic stroke; Surgery; Ischemia; Myocardial infarction","authors":[{"name":"Gabriel Broocks","is_ca":false},{"name":"Lukas Meyer","is_ca":false},{"name":"Uta Hanning","is_ca":false},{"name":"Tobias D. Faizy","is_ca":false},{"name":"Matthias Bechstein","is_ca":false},{"name":"Helge Kniep","is_ca":false},{"name":"Noel van Horn","is_ca":false},{"name":"Gerhard Schön","is_ca":false},{"name":"Ewgenia Barow","is_ca":false},{"name":"Götz Thomalla","is_ca":false},{"name":"Jens Fiehler","is_ca":false},{"name":"André Kemmling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01177762311676572,"gpt":0.2363045917985885,"spread":0.2245269686818227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003004152,0.0003869631,0.0007320891,0.0005399836,0.00007900378,0.00002879064,0.0001538924,0.0002225362,0.0003399581],"category_scores_gemma":[0.00002329139,0.0002596107,0.0001765651,0.000274909,0.0001578996,0.00009175835,0.0002529022,0.0005831848,0.0002891463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002953307,"about_ca_system_score_gemma":0.00002715999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002192,"about_ca_topic_score_gemma":0.000170132,"domain_scores_codex":[0.9974298,0.0001333204,0.0003557163,0.000841691,0.0004655567,0.0007739299],"domain_scores_gemma":[0.9989552,0.00006929076,0.00005622016,0.0007131937,0.00004212794,0.000163909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007177485,0.0009015173,0.886788,0.0004500481,0.002265855,0.01863367,0.001975883,0.0002894137,0.05012739,0.0001687415,0.01058835,0.02063371],"study_design_scores_gemma":[0.00533754,0.002722325,0.9599212,0.00004937623,0.0004711193,0.0001241645,0.00007674077,0.0002474472,0.007363018,0.00001341318,0.02336258,0.0003111087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947749,0.0001085704,0.00006983264,0.002355387,0.0001827949,0.00058505,0.00004278331,0.0001560778,0.001724577],"genre_scores_gemma":[0.9947149,0.0001979124,0.0001583698,0.001865157,0.0001130406,0.000123956,0.0001187662,0.00007154872,0.002636379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07313323,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294275394","doi":"10.1136/svn-2022-001816","title":"Cilostazol and isosorbide mononitrate for the prevention of progression of cerebral small vessel disease: baseline data and statistical analysis plan for the Lacunar Intervention Trial-2 (LACI-2) (ISRCTN14911850)","year":2022,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Medical Research Council; Horizon 2020 Framework Programme; British Heart Foundation; Alzheimer’s Society; Fondation Leducq; National Institute for Health and Care Research; Alzheimer's Society","keywords":"Medicine; Lacunar stroke; Tolerability; Cilostazol; Montreal Cognitive Assessment; Internal medicine; Stroke (engine); Modified Rankin Scale; Clinical endpoint; Randomized controlled trial; Dementia; Physical therapy; Adverse effect; Aspirin; Disease; Ischemia; Ischemic stroke","authors":[{"name":"Philip M. Bath","is_ca":false},{"name":"Iris Mhlanga","is_ca":false},{"name":"Lisa J Woodhouse","is_ca":false},{"name":"Fergus Doubal","is_ca":false},{"name":"Katherine Oatey","is_ca":false},{"name":"Alan Montgomery","is_ca":false},{"name":"Joanna M. Wardlaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0719189831435068,"gpt":0.3302961180709414,"spread":0.2583771349274346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005437885,0.0001202658,0.0002585695,0.00005419509,0.0002946873,0.00002177065,0.000219036,0.00003148835,0.00002116081],"category_scores_gemma":[0.0003521081,0.0000720739,0.000131258,0.0001190593,0.0001919361,0.00004894735,0.0003079543,0.0001155906,6.802045e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000173066,"about_ca_system_score_gemma":0.00001615775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002126391,"about_ca_topic_score_gemma":0.00002717826,"domain_scores_codex":[0.9984366,0.0005012827,0.0002849875,0.000469125,0.000140414,0.0001676049],"domain_scores_gemma":[0.9979758,0.00141729,0.000183251,0.0003524586,0.00002135191,0.00004988051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.284101,0.01075172,0.2501518,0.001946584,0.006087102,0.0001103678,0.0008394565,0.002351022,0.02527892,0.02418108,0.002023758,0.3921772],"study_design_scores_gemma":[0.08074263,0.03280216,0.27452,0.0000260922,0.01388431,0.00002692246,0.0003448317,0.5612739,0.002477526,0.02007704,0.01320599,0.0006185492],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734933,0.001143202,0.01987258,0.001130954,0.00007681512,0.00175026,0.002520791,0.00000904074,0.000003096682],"genre_scores_gemma":[0.9987784,0.0003822724,0.0001033039,0.0002194736,0.0000166091,0.0002842925,0.0001760545,0.000009665293,0.00002993065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5589229,"threshold_uncertainty_score":0.2939088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393853351","doi":"10.1136/svn-2023-003022","title":"Design of trials in lacunar stroke and cerebral small vessel disease: review and experience with the LACunar Intervention Trial 2 (LACI-2)","year":2024,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Council; Alzheimer’s Research UK; UK Dementia Research Institute; Alzheimer Society; National Institute for Health and Care Research; Fondation Leducq; Stroke Association; British Heart Foundation; Mrs Gladys Row Fogo Charitable Trust","keywords":"Lacunar stroke; Medicine; Stroke (engine); Disease; Intervention (counseling); Physical medicine and rehabilitation; Physical therapy; Cardiology; Internal medicine; Ischemic stroke; Psychiatry; Engineering; Ischemia","authors":[{"name":"Gordon W. Blair","is_ca":false},{"name":"Jason P. Appleton","is_ca":false},{"name":"Iris Mhlanga","is_ca":false},{"name":"Lisa J Woodhouse","is_ca":false},{"name":"Fergus Doubal","is_ca":false},{"name":"Philip M. Bath","is_ca":false},{"name":"Joanna M. Wardlaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07382618661340803,"gpt":0.3475757975090344,"spread":0.2737496108956263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002216443,0.0005270082,0.003385311,0.0002219915,0.00004458897,0.00003585138,0.0002007608,0.0002210391,0.00004107576],"category_scores_gemma":[0.0004505914,0.0002978973,0.0005141776,0.0002132557,0.0003157303,0.00005374191,0.0003194877,0.0006597256,0.00000379179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001866412,"about_ca_system_score_gemma":0.0001071665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001817973,"about_ca_topic_score_gemma":0.000006535317,"domain_scores_codex":[0.9958636,0.001569938,0.001140855,0.0008309543,0.0002612801,0.0003334184],"domain_scores_gemma":[0.9981875,0.000503359,0.0005314811,0.000583084,0.00004094834,0.0001536304],"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":[0.01615898,0.0006415053,0.0009833846,0.3207929,0.007224426,0.001069651,0.0006983189,0.00000220609,0.00002557407,0.0003095529,0.02700377,0.6250898],"study_design_scores_gemma":[0.01267164,0.002497364,0.0001756615,0.01317863,0.0234047,0.0001798335,0.00006305336,0.00002500705,0.000001898523,0.000007171493,0.947465,0.0003300642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004001189,0.9892843,0.0003574653,0.00096665,0.000149177,0.005052763,0.00006580867,0.00002529287,0.00009728954],"genre_scores_gemma":[0.0006162455,0.9971856,0.00009896669,0.0004523463,0.0001477082,0.0006548715,0.00004650268,0.00005642,0.0007412942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9204612,"threshold_uncertainty_score":0.9999473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389947021","doi":"10.1136/svn-2023-002788","title":"Treatment practice of vasospasm during endovascular thrombectomy: an international survey","year":2023,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Calgary; St. Michael's Hospital","funders":"","keywords":"Vasospasm; Medicine; Endovascular treatment; Cerebral vasospasm; Cardiology; Internal medicine; Radiology; Subarachnoid hemorrhage; Aneurysm","authors":[{"name":"Jessica Jesser","is_ca":false},{"name":"Thanh N. Nguyen","is_ca":false},{"name":"Adam A. Dmytriw","is_ca":true},{"name":"Hiroshi Yamagami","is_ca":false},{"name":"Zhongrong Miao","is_ca":false},{"name":"Louisa Johanna Sommer","is_ca":false},{"name":"Andrea Stockero","is_ca":false},{"name":"Johannes Pfaff","is_ca":false},{"name":"Johanna M. Ospel","is_ca":true},{"name":"Mayank Goyal","is_ca":true},{"name":"Aman B. Patel","is_ca":false},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Uta Hanning","is_ca":false},{"name":"Lukas Meyer","is_ca":false},{"name":"Wim H. van Zwam","is_ca":false},{"name":"Martin Bendszus","is_ca":false},{"name":"Martin Wiesmann","is_ca":false},{"name":"Markus Möhlenbruch","is_ca":false},{"name":"Charlotte S. Weyland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02290603167295115,"gpt":0.2971437935854275,"spread":0.2742377619124763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003314465,0.0001671911,0.0003583082,0.0002046565,0.00004765085,0.00001068106,0.0001165548,0.00009146525,0.00007832533],"category_scores_gemma":[0.0002572053,0.0001467833,0.0001503455,0.0001695981,0.00008432965,0.0001342699,0.0001412055,0.00013745,0.00003442458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000246192,"about_ca_system_score_gemma":0.0000304866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003890227,"about_ca_topic_score_gemma":0.00002636537,"domain_scores_codex":[0.9986097,0.0001903689,0.000237766,0.0004202332,0.0002798941,0.0002620445],"domain_scores_gemma":[0.9990556,0.0001578903,0.00009287462,0.0004906624,0.000102398,0.0001006019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001359919,0.0008150658,0.9359441,0.000142994,0.00494961,0.001292357,0.0007824704,0.0001409933,0.04740072,0.0002606644,0.001312219,0.005598904],"study_design_scores_gemma":[0.004018093,0.001279253,0.908868,0.000005093019,0.0004270832,0.0002297232,0.00009584444,0.0005523958,0.0041425,0.000003072542,0.08026202,0.0001169506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938326,0.0001370388,0.00007187428,0.0009380161,0.0002565616,0.000321854,0.0000316087,0.00009237523,0.004318025],"genre_scores_gemma":[0.9969975,0.001399482,0.0002839809,0.0002948245,0.0001335369,0.00002827074,0.0001466435,0.00002837251,0.000687342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0789498,"threshold_uncertainty_score":0.5985651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093568546","doi":"10.1136/svn-2020-000498","title":"Relationship between nitrate headache and outcome in patients with acute stroke: results from the efficacy of nitric oxide in stroke (ENOS) trial","year":2020,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"Novo Nordisk Fonden; University of Leicester; Medical Research Council; Dunhill Medical Trust; Scottish Funding Council; National Institute for Health and Care Research","keywords":"Enos; Nitric oxide; Acute stroke; Stroke (engine); Medicine; Nitrate; Internal medicine; Outcome (game theory); Anesthesia; Cardiology; Nitric oxide synthase; Chemistry","authors":[{"name":"Lucy Beishon","is_ca":false},{"name":"Lisa J Woodhouse","is_ca":false},{"name":"Dániel Bereczki","is_ca":false},{"name":"Hanne Christensen","is_ca":false},{"name":"Rónán Collins","is_ca":false},{"name":"John Gommans","is_ca":false},{"name":"Christina Kruuse","is_ca":false},{"name":"George Ntaios","is_ca":false},{"name":"Şerefnur Öztürk","is_ca":false},{"name":"Stephen Phillips","is_ca":true},{"name":"Stuart Pocock","is_ca":false},{"name":"Szabolcs Szatmári","is_ca":false},{"name":"Joanna M. Wardlaw","is_ca":false},{"name":"Nikola Sprigg","is_ca":false},{"name":"Philip M. Bath","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04672106199391048,"gpt":0.2835201867234161,"spread":0.2367991247295056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003120257,0.0002015189,0.0006773082,0.0001291615,0.0000666117,0.000009296236,0.00009238626,0.000147109,0.000004041663],"category_scores_gemma":[0.0007893518,0.0001347583,0.0001015288,0.0002307294,0.0001545984,0.00005347415,0.00009032799,0.0006790599,0.000002209056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007588474,"about_ca_system_score_gemma":0.0000483987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006017724,"about_ca_topic_score_gemma":0.0002687838,"domain_scores_codex":[0.99819,0.0002861255,0.0005898101,0.0004177869,0.0002423294,0.0002739268],"domain_scores_gemma":[0.9982594,0.001184677,0.0001420382,0.0002623336,0.00004363124,0.0001079283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01786692,0.00009194011,0.9808484,0.00001879137,0.0001943821,0.00002120244,0.0005982558,0.000004663145,0.00005952453,0.00001767303,0.0001794357,0.00009882744],"study_design_scores_gemma":[0.06636548,0.001873821,0.9307101,0.00001103947,0.0003830952,0.000001037197,0.00009240273,0.00001846923,0.00001947917,0.00001556088,0.0004144686,0.00009508555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944112,0.0003278705,0.00001323532,0.003935247,0.00001070876,0.0008299846,0.0002877213,0.00001451293,0.0001694816],"genre_scores_gemma":[0.9987427,0.0000642338,0.00008905096,0.0007771133,0.00012023,0.00001225352,0.00009541636,0.00001726551,0.00008176257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05013832,"threshold_uncertainty_score":0.5495285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297013664","doi":"10.1136/svn-2022-001583","title":"Prospective, multicentre study of screening, investigation and management of hyponatraemia after subarachnoid haemorrhage in the UK and Ireland","year":2022,"lang":"en","type":"review","venue":"Stroke and Vascular Neurology","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"National Institute for Health and Care Research; Cancer Research UK; Wellcome Trust","keywords":"Medicine; Hyponatremia; Logistic regression; Urine osmolality; Subarachnoid hemorrhage; Confidence interval; Internal medicine; Urine; Anesthesia","authors":[{"name":"James JM Loan","is_ca":false},{"name":"Steven Tominey","is_ca":false},{"name":"Kirun Baweja","is_ca":true},{"name":"Julie Woodfield","is_ca":false},{"name":"Thomas Chambers","is_ca":false},{"name":"Mark V. Haley","is_ca":false},{"name":"Simran S Kundu","is_ca":false},{"name":"H Tang","is_ca":false},{"name":"Anthony Wiggins","is_ca":false},{"name":"Michael T. C. Poon","is_ca":false},{"name":"Paul M. Brennan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02206437565625895,"gpt":0.276213699878569,"spread":0.25414932422231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002795836,0.0002065399,0.0007926952,0.0001891925,0.00004298367,0.000006194284,0.00007648837,0.0001052591,0.00001500201],"category_scores_gemma":[0.00001554352,0.0001452372,0.00009873493,0.0001620667,0.0001265552,0.00002230641,0.0001087666,0.0004437126,1.485986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005130714,"about_ca_system_score_gemma":0.00001968201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008996364,"about_ca_topic_score_gemma":0.0001240963,"domain_scores_codex":[0.9986635,0.0002680847,0.0003377321,0.0003623672,0.0002073206,0.0001609765],"domain_scores_gemma":[0.999473,0.0001037501,0.0001456461,0.0002254975,0.00001393201,0.00003821217],"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":[0.0008244259,0.0007445401,0.3263937,0.02693902,0.001532399,0.0008199966,0.002952365,0.000001920306,0.00001459165,0.0002010725,0.00003894981,0.639537],"study_design_scores_gemma":[0.005894676,0.004570351,0.942173,0.0004675178,0.005829318,0.0002292293,0.001162307,0.00005272332,0.000001296692,0.00004768856,0.03931199,0.0002599192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4443128,0.5542188,0.000001054539,0.00002943796,0.000006384278,0.001306343,0.000007096419,0.000003015359,0.0001150897],"genre_scores_gemma":[0.2441678,0.755494,0.00002376324,0.00008646552,0.000009611544,0.0001560604,0.00001921466,0.00001497856,0.00002805952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6392772,"threshold_uncertainty_score":0.5922602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401691094","doi":"10.1136/svn-2024-003320","title":"Anaesthesia modality on endovascular therapy outcomes in patients with large infarcts: a post hoc analysis of the ANGEL-ASPECT trial","year":2024,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Beijing Municipal Science and Technology Commission","keywords":"Post-hoc analysis; Medicine; Modality (human–computer interaction); Post hoc; Anesthesia; Internal medicine; Computer science; Artificial intelligence","authors":[{"name":"Fa Liang","is_ca":false},{"name":"Kangda Zhang","is_ca":false},{"name":"Youxuan Wu","is_ca":false},{"name":"Xinyan Wang","is_ca":false},{"name":"Xuan Hou","is_ca":false},{"name":"Yun Yu","is_ca":false},{"name":"Yunzhen Wang","is_ca":false},{"name":"Mengxing Wang","is_ca":false},{"name":"Yuesong Pan","is_ca":false},{"name":"Xiaochuan Huo","is_ca":false},{"name":"Ruquan Han","is_ca":false},{"name":"Zhongrong Miao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008073094608460306,"gpt":0.2390874005582398,"spread":0.2310143059497795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003446782,0.0002229189,0.0006846251,0.0004695023,0.0000386484,0.00001427485,0.0001513589,0.0001066455,0.0000514806],"category_scores_gemma":[0.00006456955,0.0001270188,0.0004974456,0.0006536894,0.0001049339,0.00004367892,0.00008839791,0.0003212095,0.000002505405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002300414,"about_ca_system_score_gemma":0.00004036276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001080535,"about_ca_topic_score_gemma":0.00008139775,"domain_scores_codex":[0.9982662,0.0002157998,0.0003087472,0.0004738019,0.0004421894,0.000293234],"domain_scores_gemma":[0.9990306,0.00009192149,0.00007365669,0.0006959201,0.00005207297,0.00005576517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01158627,0.0006338332,0.976797,0.0000404625,0.006435893,0.00006117496,0.0002305796,0.0000292489,0.00006227783,0.0002546923,0.0001214655,0.003747111],"study_design_scores_gemma":[0.02680909,0.004199352,0.9586361,0.00001510362,0.001567114,0.000001234812,0.00002299057,0.0003277467,0.00005142325,0.000007314918,0.008253914,0.0001085849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959077,0.0004930864,0.00003118454,0.001987783,0.0001100971,0.001030956,0.00005932466,0.0000310765,0.000348857],"genre_scores_gemma":[0.9974741,0.0001564446,0.0000272895,0.002164771,0.00002688894,0.00003931878,0.00003544871,0.00002313613,0.00005256663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01816087,"threshold_uncertainty_score":0.5179675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408858719","doi":"10.1136/svn-2024-003577","title":"Rationale and Study Design to Assess the Efficacy and Safety of Minocycline in Patients with Moderate to Severe Acute Ischaemic Stroke (EMPHASIS)","year":2025,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Population Health Research Institute; University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Minocycline; Medicine; Stroke (engine); Placebo; Modified Rankin Scale; Ischaemic stroke; Clinical trial; Internal medicine; Anesthesia; Ischemia; Ischemic stroke; Antibiotics; Pathology","authors":[{"name":"Yao Lu","is_ca":false},{"name":"Ling Guan","is_ca":true},{"name":"Meiyang Zhang","is_ca":false},{"name":"Qianqian Yang","is_ca":false},{"name":"Baoshan Qiu","is_ca":false},{"name":"Dongyang Zhou","is_ca":false},{"name":"Y. Wang","is_ca":false},{"name":"Yuesong Pan","is_ca":false},{"name":"Luyan Wang","is_ca":false},{"name":"Xuejiao Zhou","is_ca":false},{"name":"Hui Qu","is_ca":false},{"name":"Xiaoling Liao","is_ca":false},{"name":"Liping Liu","is_ca":false},{"name":"Xingquan Zhao","is_ca":false},{"name":"Philip M. Bath","is_ca":false},{"name":"S. Claiborne Johnston","is_ca":false},{"name":"Pierre Amarenco","is_ca":true},{"name":"Yongjun Wang","is_ca":false},{"name":"Yilong Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0269000466533779,"gpt":0.2679113476393866,"spread":0.2410113009860087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002324545,0.0001684491,0.0002572933,0.0002071025,0.0001729849,0.00004710359,0.0001316575,0.00004454156,0.000006469124],"category_scores_gemma":[0.0001532639,0.0001249987,0.00002020804,0.000228689,0.00005875314,0.0001055931,0.000148423,0.0001555447,0.000001608057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004216124,"about_ca_system_score_gemma":0.00003277516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004556284,"about_ca_topic_score_gemma":0.0000329243,"domain_scores_codex":[0.9982359,0.0005501437,0.0002883121,0.0005355087,0.0002065019,0.0001836602],"domain_scores_gemma":[0.9991652,0.0003812217,0.00006402535,0.0002572663,0.00005322914,0.00007900111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01484056,0.001317999,0.1082281,0.00005934689,0.0002022249,0.0000731547,0.002870418,0.02356742,0.8355834,0.003983995,0.0003848241,0.008888477],"study_design_scores_gemma":[0.02205772,0.007279526,0.7106806,0.00002789114,0.0002425871,0.00003516081,0.0001338104,0.007205723,0.2499999,0.0001288056,0.001655267,0.0005530635],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887348,0.00001189433,0.00790501,0.001237733,0.00008388318,0.001938268,0.00003606837,0.00001692112,0.00003538785],"genre_scores_gemma":[0.9960647,0.00004430239,0.0002414667,0.003358562,0.00001025963,0.00005776894,0.000002404233,0.00001205734,0.000208523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6024525,"threshold_uncertainty_score":0.5097299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095600808","doi":"10.1136/svn-2020-000372","title":"Outcomes of Medicare beneficiaries hospitalised with transient ischaemic attack and stratification using the ABCD<sup>2</sup> score","year":2020,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":3,"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":"Belvoir Media Group; Regado Biosciences; Duke Clinical Research Institute; Medicines Company; Amarin Corporation; Ironwood Pharmaceuticals, Incorporated; St. Jude Medical; Regeneron Pharmaceuticals; Eisai; Boston VA Research Institute; Boston Scientific Corporation; Idorsia Pharmaceuticals; Cleveland Clinic; Eli Lilly and Company; Bristol-Myers Squibb; AstraZeneca; Amgen; Pfizer; Patient-Centered Outcomes Research Institute; Sanofi; American Heart Association","keywords":"Medicine; Stroke (engine); Myocardial infarction; Internal medicine; Ischaemic stroke; Emergency medicine; Risk assessment; Atrial fibrillation","authors":[{"name":"Shreyansh Shah","is_ca":false},{"name":"Li Liang","is_ca":false},{"name":"Durgesh Bhandary","is_ca":false},{"name":"Saga Johansson","is_ca":false},{"name":"Eric E. Smith","is_ca":true},{"name":"Deepak L. Bhatt","is_ca":false},{"name":"Gregg C. Fonarow","is_ca":false},{"name":"Naeem D. Khan","is_ca":false},{"name":"Eric D. Peterson","is_ca":false},{"name":"Janet Prvu Bettger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02419533851025932,"gpt":0.2500938439673902,"spread":0.2258985054571309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001065106,0.0001797383,0.0003963522,0.00004878355,0.00007888149,0.00001160116,0.00009748915,0.00008997781,0.00002230809],"category_scores_gemma":[0.0000495871,0.0001133681,0.00007747489,0.0001025154,0.0002920346,0.0000517204,0.00006146716,0.0002241392,6.880374e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004983396,"about_ca_system_score_gemma":0.00003695863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003401826,"about_ca_topic_score_gemma":0.000008591142,"domain_scores_codex":[0.9988732,0.00005692834,0.0002513828,0.0003524935,0.0002687658,0.0001972372],"domain_scores_gemma":[0.99939,0.00006103208,0.00009601631,0.0002859637,0.00006065642,0.0001063142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009243941,0.0001488038,0.9592192,0.000708067,0.002186561,0.0001266228,0.01127798,0.002140037,0.01603731,0.0006894262,0.001767223,0.004774333],"study_design_scores_gemma":[0.01231498,0.006307795,0.8780359,0.0001401922,0.004917716,0.0002682943,0.009501006,0.06015322,0.005109543,0.00002426011,0.02248747,0.0007396525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846926,0.0007149205,0.00136737,0.01239427,0.00002435996,0.0005411913,0.00002222327,0.00002639451,0.000216688],"genre_scores_gemma":[0.9970646,0.000175274,0.0002981145,0.002336892,0.0000555078,0.00001202214,0.00002171914,0.00002024883,0.00001561341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08118337,"threshold_uncertainty_score":0.4623016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414139287","doi":"10.1136/svn-2025-004132","title":"Incidence and impact of brain lesions and cognitive impairment after CABG with moderate or severe cerebral artery stenosis seen on low-field MRI","year":2025,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; National Science and Technology Major Project; National Transgenic Science and Technology Program; Chinese Academy of Medical Sciences","keywords":"Cognitive impairment; Incidence (geometry); Stenosis; Magnetic resonance imaging; Cognition; Lesion; Middle cerebral artery","authors":[{"name":"Guitao Zhang","is_ca":false},{"name":"Yingjian Pei","is_ca":false},{"name":"Fei Xu","is_ca":false},{"name":"Feng Yao","is_ca":false},{"name":"Qilin Zhou","is_ca":false},{"name":"Yinghua Zhou","is_ca":false},{"name":"Wei Feng","is_ca":false},{"name":"Shujuan Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005434991277964389,"gpt":0.2491555583892077,"spread":0.2437205671112433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008883876,0.0002097934,0.0004176275,0.0001468366,0.00007572371,0.00002184032,0.00003366012,0.00009788741,0.00007403029],"category_scores_gemma":[0.00004651933,0.0001389039,0.0001464781,0.00008786774,0.0001522157,0.00007256328,0.00008027435,0.0001934648,0.00000114827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007834011,"about_ca_system_score_gemma":0.0001233649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001162637,"about_ca_topic_score_gemma":0.00009613646,"domain_scores_codex":[0.998921,0.0001268579,0.0001705143,0.0004003142,0.0001388614,0.0002424324],"domain_scores_gemma":[0.9992963,0.0002200649,0.00004096608,0.0002131963,0.00006513907,0.0001642975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005525244,0.0002237846,0.9883963,0.0002386934,0.000972447,0.0001072162,0.0003536778,0.00002153063,0.0002281883,0.00001598778,0.0002979288,0.003619008],"study_design_scores_gemma":[0.004487577,0.005875332,0.9875751,0.0002142883,0.0006007689,0.000205624,0.0001879989,0.0003029992,0.0003657338,0.00002467025,0.00002391831,0.0001359474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978139,0.0003074444,0.0001742484,0.0009036781,0.00002259133,0.0005214057,0.00006874481,0.00001730741,0.0001706437],"genre_scores_gemma":[0.9960359,0.0002443859,0.00001761911,0.003437565,0.00002501791,0.00004209757,0.00001131499,0.0000136582,0.0001724435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005651547,"threshold_uncertainty_score":0.5664335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409220938","doi":"10.1136/svn-2024-003988","title":"Stepwise improvement in intracerebral haematoma expansion prediction with advanced imaging: a comprehensive comparison of existing scores","year":2025,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; University of Saskatchewan; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Radiology; Population; Angiography; Cohort; Statistic; Nuclear medicine; Internal medicine","authors":[{"name":"Umberto Pensato","is_ca":false},{"name":"Kõji Tanaka","is_ca":true},{"name":"Chitapa Kaveeta","is_ca":false},{"name":"Johanna M. Ospel","is_ca":true},{"name":"MacKenzie Horn","is_ca":true},{"name":"David Rodríguez‐Luna","is_ca":false},{"name":"Nishita Singh","is_ca":true},{"name":"Ankur Banerjee","is_ca":true},{"name":"Sanchea Wasyliw","is_ca":true},{"name":"Kennedy Horn","is_ca":true},{"name":"Amy Bobyn","is_ca":true},{"name":"Anneliese Neweduk","is_ca":true},{"name":"Wu Qiu","is_ca":false},{"name":"Mayank Goyal","is_ca":true},{"name":"Bijoy K. Menon","is_ca":true},{"name":"Andrew M. Demchuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0199028209493035,"gpt":0.3154706288858781,"spread":0.2955678079365746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001251464,0.0001546513,0.0004901632,0.00027082,0.00006966458,0.00001074679,0.00006285532,0.00008277823,0.00001726802],"category_scores_gemma":[0.00004954388,0.0001219075,0.00006258558,0.0001829848,0.0001791158,0.00007939492,0.00008786618,0.0004245149,0.00000118399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001951587,"about_ca_system_score_gemma":0.000080085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151487,"about_ca_topic_score_gemma":0.00004775168,"domain_scores_codex":[0.9986792,0.00008441306,0.0003565766,0.0003530211,0.00021951,0.00030726],"domain_scores_gemma":[0.9993978,0.00007763121,0.00007689133,0.000233864,0.0001461552,0.00006762704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002004634,0.0003650414,0.7678751,0.0008938851,0.00009697513,0.0001436894,0.0004688132,0.0001469902,0.08879525,0.0004294291,0.00008103428,0.1386991],"study_design_scores_gemma":[0.01422118,0.006188815,0.652491,0.0005205369,0.0002528063,0.0001752874,0.00225828,0.2660895,0.05663835,0.0001327685,0.000740195,0.0002912588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995941,0.001168327,0.000876218,0.0006982407,0.00007647543,0.0006382962,0.00000697509,0.0000331685,0.0005613397],"genre_scores_gemma":[0.9984968,0.00006933579,0.0009948085,0.0002590362,0.00002589181,0.0000394421,0.00001580555,0.00001198493,0.00008686317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2659425,"threshold_uncertainty_score":0.4971243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2528468220","doi":"10.1136/svn-2016-000029","title":"Taking care of volunteers in a stroke trial: a new assisted-management strategy","year":2016,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; McGill University","funders":"Takeda Pharmaceuticals International; National Institute of Neurological Disorders and Stroke; National Institute for Health and Care Research; Novo Nordisk; Intarcia Therapeutics; Daiichi Sankyo Europe; Sanofi; Takeda Pharmaceuticals North America; Acorda Therapeutics; Pfizer; H. Lundbeck A/S; Yale University; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Stroke (engine); Antithrombotic; Blood pressure; Clinical trial; Randomized controlled trial; Physical therapy; Internal medicine","authors":[{"name":"Amber Stuart","is_ca":false},{"name":"Jason J. Sico","is_ca":false},{"name":"Catherine M. Viscoli","is_ca":false},{"name":"Ashis Tayal","is_ca":false},{"name":"Silvio E. Inzucchi","is_ca":false},{"name":"Gary A. Ford","is_ca":false},{"name":"Karen L. Furie","is_ca":false},{"name":"Robert Côté","is_ca":true},{"name":"J. David Spence","is_ca":true},{"name":"David Tanné","is_ca":false},{"name":"Walter N. Kernan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01919519883740699,"gpt":0.2685414002156746,"spread":0.2493462013782676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001846182,0.0002231464,0.0005324205,0.0003500603,0.000025067,0.000008532146,0.0001499281,0.0001432905,0.0001672896],"category_scores_gemma":[0.00006734661,0.0001671933,0.0001986934,0.0001440101,0.0001098477,0.00005945412,0.0001826071,0.0001850966,0.00001181036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004000013,"about_ca_system_score_gemma":0.00006035788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002169594,"about_ca_topic_score_gemma":0.00009111028,"domain_scores_codex":[0.9982627,0.00008977759,0.0004374094,0.0005066514,0.0002982179,0.0004052224],"domain_scores_gemma":[0.9991114,0.00006218554,0.0001560203,0.0004905064,0.000045831,0.0001340515],"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":[0.02898902,0.0006883409,0.1981108,0.001156653,0.003130419,0.001398105,0.001153266,0.00006163683,0.05342748,0.00243027,0.01490532,0.6945487],"study_design_scores_gemma":[0.2318713,0.009265362,0.5562255,0.0004073426,0.001773389,0.000123197,0.001933528,0.0001314914,0.003595996,0.00004640563,0.1938889,0.0007375948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715385,0.00091845,0.001049459,0.001070181,0.0002097184,0.001008896,0.00001670009,0.00004615402,0.0241419],"genre_scores_gemma":[0.9956766,0.0003918786,0.0004447386,0.000453248,0.0001176976,0.00003886925,0.000007145807,0.00003003944,0.002839776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6938111,"threshold_uncertainty_score":0.6817946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403073836","doi":"10.1136/svn-2023-003029","title":"Advance Consent for participation in Acute Stroke Trials (ACTION): protocol for a feasibility study","year":2024,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Université de Montréal; University of Calgary; University of Ottawa; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Informed consent; Medicine; Acute stroke; Stroke (engine); Clinical trial; Protocol (science); Test (biology); Acute care; Family medicine; Medical emergency; Physical therapy; Emergency department; Alternative medicine; Health care; Nursing; Internal medicine","authors":[{"name":"Ubong Udoh","is_ca":true},{"name":"Rena Seeger","is_ca":true},{"name":"Brian Dewar","is_ca":true},{"name":"Emma Cummings","is_ca":true},{"name":"Sophia Gocan","is_ca":true},{"name":"Stuart G. Nicholls","is_ca":true},{"name":"Mark Fedyk","is_ca":false},{"name":"Victoria Shepherd","is_ca":false},{"name":"Jeffrey J. Perry","is_ca":true},{"name":"Robert Fahed","is_ca":true},{"name":"Tim Ramsay","is_ca":true},{"name":"Jamie Brehaut","is_ca":true},{"name":"Michael D. Hill","is_ca":true},{"name":"Alexandre Y Poppe","is_ca":true},{"name":"Bijoy K. Menon","is_ca":true},{"name":"Richard H. Swartz","is_ca":true},{"name":"Dar Dowlatshahi","is_ca":true},{"name":"Michel Shamy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6702069377512065,"gpt":0.673765152472051,"spread":0.003558214720844499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007607157,0.0001291358,0.0005686335,0.0001307872,0.00006685495,0.00003177994,0.00007089864,0.0002273056,0.00003400312],"category_scores_gemma":[0.01610014,0.0001014622,0.0002515715,0.00009808009,0.0001345925,0.00005895887,0.00005471157,0.0007254086,0.000004281627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003046547,"about_ca_system_score_gemma":0.000328159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002043996,"about_ca_topic_score_gemma":0.000632718,"domain_scores_codex":[0.9974972,0.0005881751,0.000684313,0.0006184758,0.000288526,0.0003233181],"domain_scores_gemma":[0.9862002,0.01307079,0.00007039293,0.000347296,0.0001978038,0.0001135785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08802986,0.01181344,0.7753358,0.01347784,0.004093528,0.0004263819,0.001906585,0.0001417944,0.02715871,0.01630326,0.003328437,0.05798434],"study_design_scores_gemma":[0.1117322,0.09721591,0.5182328,0.0005101971,0.002735347,0.00006997758,0.0006631981,0.01935565,0.006518072,0.0485016,0.1936301,0.0008349525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7304039,0.00006047758,0.005588314,0.004969324,0.0002820414,0.2584586,0.00008758733,0.00005920273,0.0000905655],"genre_scores_gemma":[0.6115233,0.00005137906,0.0006334331,0.0005483515,0.0002285475,0.3859819,0.00001071481,0.00002810332,0.0009941837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.257103,"threshold_uncertainty_score":0.9921877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769726146","doi":"10.1136/svn-2017-000117","title":"Association of homocysteine and smoking with cerebral microemboli in patients with mechanical heart valves: a transcranial Doppler study","year":2017,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Medicine; Transcranial Doppler; Cardiology; Internal medicine; Stroke (engine); Breathing; Homocysteine; Embolism; Stenosis; Anesthesia","authors":[{"name":"Alicia Mattia","is_ca":true},{"name":"Mahmoud Reza Azarpazhooh","is_ca":true},{"name":"Claudio Munoz","is_ca":true},{"name":"Chrysi Bogiatzi","is_ca":true},{"name":"Mackenzie Quantz","is_ca":true},{"name":"J. David Spence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004580258291534457,"gpt":0.213002170155776,"spread":0.2084219118642415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731905,0.0001453434,0.0004612981,0.0000793653,0.0001015387,0.00002473069,0.00005854148,0.0000777118,0.00001842986],"category_scores_gemma":[0.00002909502,0.0001072173,0.00008896545,0.00003461883,0.00007889218,0.00008657319,0.00003670807,0.0001779272,4.141646e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008851709,"about_ca_system_score_gemma":0.00003410661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001702409,"about_ca_topic_score_gemma":0.0004679718,"domain_scores_codex":[0.9989081,0.0001155813,0.0001791804,0.0003192342,0.0002641414,0.0002137514],"domain_scores_gemma":[0.9994039,0.00002559407,0.00009397647,0.0003205405,0.00006591403,0.00009008951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006540567,0.0005194774,0.9977408,0.00004336635,0.0004020738,0.000008095901,0.0001812905,0.000001383478,0.0001824209,0.00001100788,0.00001296357,0.0002430393],"study_design_scores_gemma":[0.01736372,0.004445967,0.977167,0.00002635145,0.0006045398,0.00002000184,0.00007768309,0.00001485142,0.00007524317,0.000004954708,0.0001028896,0.0000968348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988361,0.00004007238,0.00001406603,0.0003415717,0.00003539768,0.0006438621,0.00001614166,0.00001092474,0.00006184793],"genre_scores_gemma":[0.9996762,0.00001303485,0.00003323903,0.0001739169,0.00003922265,0.00001605246,0.00001000224,0.00001741527,0.0000209759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02057386,"threshold_uncertainty_score":0.4372193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394996771","doi":"10.1136/svn-2023-002701","title":"VasCog Screen test: sensitive in detecting cognitive impairment in patients who had a stroke or with heart failure","year":2024,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council","keywords":"Montreal Cognitive Assessment; Stroke (engine); Dementia; Neuropsychology; Medicine; Cognition; Cognitive impairment; Audiology; Heart failure; Rehabilitation; Vascular dementia; Test (biology); Physical medicine and rehabilitation; Physical therapy; Cardiology; Internal medicine; Psychiatry; Disease","authors":[{"name":"Nicole Yun Ching Chen","is_ca":false},{"name":"Melissa Tan","is_ca":false},{"name":"Jing Xu","is_ca":false},{"name":"Lijun Zuo","is_ca":false},{"name":"Yanhong Dong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008054318923727913,"gpt":0.2650317376914099,"spread":0.2569774187676819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004204776,0.000260835,0.0004645052,0.0005468951,0.00006677683,0.00005391084,0.00004856339,0.0001359063,0.00008410789],"category_scores_gemma":[0.0001814913,0.0001932727,0.0001060828,0.0003999864,0.000152995,0.0001376676,0.0001140928,0.0007505251,0.00002691547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003727882,"about_ca_system_score_gemma":0.0001547304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000184143,"about_ca_topic_score_gemma":0.0008154953,"domain_scores_codex":[0.9977516,0.0002541128,0.0002792633,0.0006686572,0.0004111259,0.0006352727],"domain_scores_gemma":[0.9991201,0.0003955318,0.00003110452,0.0001491303,0.0001360843,0.0001680951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001651063,0.0003888172,0.9913903,0.000131077,0.0001806542,0.0009311906,0.000329735,0.000001468034,0.000539678,0.000004583385,0.0000848947,0.004366509],"study_design_scores_gemma":[0.007269922,0.01163344,0.9767013,0.0003948666,0.0001547955,0.0001194825,0.0005433731,0.0005519228,0.001433646,0.000004859023,0.001008325,0.0001841225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968063,0.0001403576,0.0000927478,0.0009249162,0.00003886061,0.001325372,0.00006301326,0.00004528421,0.0005631227],"genre_scores_gemma":[0.9982314,0.00005674901,0.00008480936,0.0009853705,0.00005993343,0.00008613888,0.00003226074,0.00003729156,0.0004261037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01468909,"threshold_uncertainty_score":0.7881434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412096810","doi":"10.1136/svn-2024-003382","title":"Predictors of futile recanalisation in patients with large infarct: a post-hoc analysis of the ANGEL-ASPECT trial","year":2025,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Health Commission of the People's Republic of China; Natural Science Foundation of Fujian Province","keywords":"Medicine; Thrombolysis; Modified Rankin Scale; Post-hoc analysis; Stroke (engine); Internal medicine; Logistic regression; Myocardial infarction; Incidence (geometry); Cardiology; Multivariate analysis; Surgery; Ischemia; Ischemic stroke","authors":[{"name":"Tingyu Yi","is_ca":false},{"name":"Xiaochuan Huo","is_ca":false},{"name":"Xiaohui Lin","is_ca":false},{"name":"Mengxing Wang","is_ca":false},{"name":"Yanmin Wu","is_ca":false},{"name":"Zhi-nan Pan","is_ca":false},{"name":"Xiu-fen Zheng","is_ca":false},{"name":"Ding-lai Lin","is_ca":false},{"name":"Yuesong Pan","is_ca":false},{"name":"Zhongrong Miao","is_ca":false},{"name":"Wenhuo Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003886223788531455,"gpt":0.214401659306947,"spread":0.2105154355184155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000196966,0.0000964697,0.0004051357,0.0004335312,0.00002063204,0.000002159006,0.00008909521,0.0000733518,0.00003839141],"category_scores_gemma":[0.00009187634,0.0000644227,0.0001579193,0.0006913838,0.00008638232,0.00002391197,0.0000979636,0.0001362242,1.677471e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001384746,"about_ca_system_score_gemma":0.00004750775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001064926,"about_ca_topic_score_gemma":0.0002520787,"domain_scores_codex":[0.9990251,0.0001137157,0.0002830185,0.0002138762,0.0002171128,0.0001471466],"domain_scores_gemma":[0.9993426,0.00005270299,0.0001311095,0.0003604202,0.00008890184,0.00002432857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00873071,0.0001952371,0.9879306,0.00003851717,0.001925337,0.00000152051,0.000139317,0.00002412968,0.0001082461,0.0000768601,0.0004124428,0.0004170649],"study_design_scores_gemma":[0.02193399,0.001709567,0.9702258,0.00001446023,0.002474238,1.599851e-7,0.00004866875,0.0002181071,0.0001293275,0.000002228202,0.003204216,0.00003925147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973201,0.0001019955,0.00004187398,0.0004493521,0.0001118043,0.000622988,0.00006267815,0.000006621296,0.001282594],"genre_scores_gemma":[0.9992504,0.00002241894,0.00001862045,0.000519821,0.00001795988,0.0000141991,0.00004779704,0.00000570336,0.0001030785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01770484,"threshold_uncertainty_score":0.2627082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}