{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":627,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":627,"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"},"query_hash":"4f17670779fc","filters":{"venue":"British Journal of Anaesthesia"}},"results":[{"id":"W2130254450","doi":"10.1093/bja/aes022","title":"High STOP-Bang score indicates a high probability of obstructive sleep apnoea","year":2012,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":988,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation; University of Toronto; ResMed","keywords":"Sleep (system call); Medicine; Cardiology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01996068322818116,"gpt":0.2626168267417717,"spread":0.2426561435135905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161,0.0002083756,0.0008103232,0.0003146616,0.00009841314,0.00003786152,0.000329444,0.0001740055,0.000271421],"category_scores_gemma":[0.0007332732,0.0002067694,0.0002905366,0.0004871809,0.0005434326,0.0005350055,0.00007636719,0.0007835386,0.00001396406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850855,"about_ca_system_score_gemma":0.0001351704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004345826,"about_ca_topic_score_gemma":0.00001404394,"domain_scores_codex":[0.9970181,0.0002507498,0.0008631176,0.0002277252,0.001054247,0.0005860715],"domain_scores_gemma":[0.9974682,0.0001039376,0.0007165591,0.0002815309,0.0009133503,0.0005164756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008235178,0.001341443,0.5984164,0.0003241157,0.0005999315,0.001048541,0.0006604337,0.00001466758,0.004580718,0.001967004,0.0002848474,0.3899384],"study_design_scores_gemma":[0.002180218,0.0009607743,0.9726776,0.0003876808,0.0002163193,0.006094054,0.0003406406,0.000007140261,0.01478263,0.001969903,0.0002035124,0.000179491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949415,0.003551187,0.0001738089,0.0004728676,0.0002220061,0.0004345111,0.000021913,0.00001854296,0.0001636738],"genre_scores_gemma":[0.9896583,0.0001934406,0.009558037,0.00005914911,0.0004498742,0.00000767754,0.000007702604,0.00004378164,0.00002206832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3897589,"threshold_uncertainty_score":0.843181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808555578","doi":"10.1016/j.bja.2017.11.087","title":"Recommendations for the nomenclature of cognitive change associated with anaesthesia and surgery—2018","year":2018,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":912,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of California, San Francisco; University of California, San Diego; Karolinska Institutet; College of Medicine, University of Florida; University of Toronto; International Anesthesia Research Society; University of New South Wales; Harvard T.H. Chan School of Public Health; School of Medicine, Indiana University; Rigshospitalet; Johns Hopkins University; Bristol-Myers Squibb; McKnight Foundation; Icahn School of Medicine at Mount Sinai; Novartis; University of Pennsylvania; Massachusetts General Hospital; National Institute on Aging; Alzheimer's Association","keywords":"Nomenclature; Cognition; Medicine; Anesthesia; General anaesthesia; Psychology; Psychiatry; Biology; Taxonomy (biology)","retraction":null,"screen_n_in":null,"score":{"opus":0.09076240314596727,"gpt":0.3271440415496523,"spread":0.236381638403685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001945756,0.0003863284,0.003747687,0.000316195,0.0001952157,0.00008041425,0.0001907527,0.0003892599,0.00003581536],"category_scores_gemma":[0.001110184,0.0002540888,0.001635333,0.0005199036,0.0004061967,0.000156555,0.00002100516,0.0005671054,0.000001683533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009087407,"about_ca_system_score_gemma":0.0005010763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004667021,"about_ca_topic_score_gemma":0.000039829,"domain_scores_codex":[0.9973835,0.0003962723,0.001142328,0.0002715551,0.0004597755,0.0003465905],"domain_scores_gemma":[0.9937189,0.003283005,0.001771128,0.0002079085,0.0007843246,0.0002347139],"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":[0.000147339,0.0001591653,0.0007387818,0.001368179,0.001566953,0.0007621098,0.0001449908,7.166463e-9,1.109936e-8,0.00008058775,0.0051799,0.989852],"study_design_scores_gemma":[0.0008966514,0.001104152,0.007618315,0.057949,0.006532431,0.01195044,0.0001462616,9.305173e-7,2.384032e-7,0.00001351801,0.913507,0.0002810052],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009419544,0.9958072,0.00004271552,0.001603682,0.0001061175,0.001266303,0.00009378758,0.00001324049,0.0001249815],"genre_scores_gemma":[0.0006441131,0.9975308,0.0003060645,0.0005115836,0.0004753742,0.00006829917,0.0001201161,0.00008334731,0.0002602717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.989571,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096732105","doi":"10.1093/bja/aep299","title":"Near-infrared spectroscopy as an index of brain and tissue oxygenation","year":2009,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":870,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Brain tissue; Oxygenation; Index (typography); Infrared; Spectroscopy; Functional near-infrared spectroscopy; Nuclear magnetic resonance; Medicine; Neuroscience; Biomedical engineering; Internal medicine; Psychology; Computer science; Optics; Physics; Cognition; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.01680898470267602,"gpt":0.3544523595119066,"spread":0.3376433748092306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006585811,0.0002781014,0.001961001,0.0002870038,0.00006408412,0.0001611879,0.0002062307,0.0003049952,0.00005212656],"category_scores_gemma":[0.0002756735,0.0002717822,0.0002948334,0.0002716589,0.0001823679,0.0002272939,0.00001792192,0.0008172066,0.000003045412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079903,"about_ca_system_score_gemma":0.0005335181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008528678,"about_ca_topic_score_gemma":0.000004632675,"domain_scores_codex":[0.9978419,0.0001762214,0.001021872,0.0002470342,0.0004574991,0.0002554597],"domain_scores_gemma":[0.998347,0.00004806153,0.000806406,0.0002295182,0.0002645254,0.0003045205],"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":[0.00003494559,0.0002026069,0.00003085515,0.001376871,0.00007156684,0.001615569,0.00002554778,4.582104e-8,0.00004284188,0.0001451976,0.003093636,0.9933603],"study_design_scores_gemma":[0.00080734,0.006205683,0.001351258,0.03667971,0.001017369,0.04375224,0.00002090006,0.00001815655,0.0002879784,0.002374244,0.9070958,0.0003892638],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002997713,0.9941767,0.0003854071,0.0003458815,0.00003534939,0.0003745854,0.000006536737,0.00004214405,0.001635691],"genre_scores_gemma":[0.0005234217,0.9777071,0.02093007,0.0002440789,0.0002142862,0.00000248912,0.00001836375,0.00005307959,0.0003070988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9929711,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143449839","doi":"10.1093/bja/aeq361","title":"Detection, evaluation, and management of preoperative anaemia in the elective orthopaedic surgical patient: NATA guidelines","year":2010,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":540,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"North Atlantic Tourism Association","keywords":"Medicine; Perioperative; Elective surgery; Blood management; Anemia; General surgery; Intensive care medicine; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03962830910591166,"gpt":0.3445696527185806,"spread":0.3049413436126689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002413192,0.0002451326,0.001156068,0.0003456364,0.0000813142,0.00004795859,0.0002169114,0.000196138,0.00004782352],"category_scores_gemma":[0.0001297842,0.0001767016,0.0003723617,0.000583801,0.0001081113,0.0001012202,0.000036915,0.0008313714,0.000001207773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006709842,"about_ca_system_score_gemma":0.0002499302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006544728,"about_ca_topic_score_gemma":0.0002685791,"domain_scores_codex":[0.9966972,0.0005194623,0.001440781,0.000257019,0.0009042909,0.0001812469],"domain_scores_gemma":[0.9979891,0.00005838048,0.0007032259,0.0002194094,0.0009325494,0.00009732671],"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":[0.00004270653,0.0001946464,0.0000603258,0.002205745,0.000278669,0.0018577,0.0001271729,8.401302e-7,9.427549e-8,0.00007321894,0.0005224379,0.9946364],"study_design_scores_gemma":[0.002218852,0.0009462509,0.003081935,0.02498322,0.003749112,0.01564274,0.0004765914,0.00001333128,0.000002511507,0.00005866497,0.9486266,0.0002001599],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006766465,0.9902885,0.00003410376,0.0002533805,0.0001195858,0.001900272,0.000006290514,0.000005238176,0.0006261508],"genre_scores_gemma":[0.004379297,0.9947133,0.0005320165,0.0001256924,0.0001142919,0.00006450285,0.00001219536,0.00002614013,0.00003258753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9944363,"threshold_uncertainty_score":0.7205683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095870414","doi":"10.1093/bja/aeu100","title":"Reliability of the American Society of Anesthesiologists physical status scale in clinical practice","year":2014,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":539,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; Toronto Western Hospital; Mount Sinai Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; University Health Network","keywords":"Medicine; Receiver operating characteristic; Cohort; American society of anesthesiologists; Retrospective cohort study; Reliability (semiconductor); Emergency medicine; Physical therapy; Internal medicine; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.01448412826149071,"gpt":0.3210359636167026,"spread":0.3065518353552119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003422855,0.0001338638,0.00157338,0.00004271786,0.0000337209,0.00001182793,0.0002215543,0.00009730258,0.000004860475],"category_scores_gemma":[0.003320788,0.00009640528,0.001524809,0.0003928417,0.0009907412,0.0001242488,0.00003412281,0.0006190531,0.000001188848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005386018,"about_ca_system_score_gemma":0.0002468402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004679945,"about_ca_topic_score_gemma":0.00001452144,"domain_scores_codex":[0.9966173,0.001079157,0.001208309,0.0001933353,0.0006361284,0.000265839],"domain_scores_gemma":[0.9962087,0.001525688,0.001257788,0.0003423333,0.0004785334,0.0001869268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006967607,0.001093798,0.868713,0.00006824622,0.00005802773,0.0001591853,0.0001774932,0.00003156497,0.0001970404,0.0001197002,0.0005758823,0.1281094],"study_design_scores_gemma":[0.001252446,0.001352036,0.9671741,0.0002689024,0.0001652832,0.00197123,0.0003586288,0.00007210112,0.000151824,0.00008845217,0.02705402,0.00009094176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965658,0.000315634,0.00003185657,0.002244905,0.00005115696,0.0001544576,0.000001890743,0.00000608774,0.0006282202],"genre_scores_gemma":[0.9926344,0.001691481,0.004268515,0.001173302,0.0001762634,0.000001203141,6.773141e-7,0.00001563598,0.00003851704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280184,"threshold_uncertainty_score":0.3975533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110048044","doi":"10.1093/bja/aet068","title":"Inflammatory response, immunosuppression, and cancer recurrence after perioperative blood transfusions","year":2013,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":532,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Population Health Research Institute","funders":"National Cancer Institute","keywords":"Medicine; Perioperative; Immunosuppression; Immune system; Blood transfusion; Colorectal cancer; Cancer; Intensive care medicine; Oncology; Internal medicine; Immunology; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.01703183680090813,"gpt":0.2958534521131948,"spread":0.2788216153122867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008263484,0.000581071,0.002647801,0.0004512037,0.0002360132,0.0002295095,0.0003393845,0.0004879212,0.0006219766],"category_scores_gemma":[0.000312838,0.0005000062,0.0008885339,0.0003205107,0.0004245632,0.0003769596,0.00005095551,0.001434895,0.00001538698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002303022,"about_ca_system_score_gemma":0.002764826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003055749,"about_ca_topic_score_gemma":0.00004198713,"domain_scores_codex":[0.9959778,0.001034719,0.001545301,0.0004322738,0.0005542244,0.0004557475],"domain_scores_gemma":[0.9975181,0.0002409147,0.000871017,0.000389513,0.0005600416,0.0004203662],"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":[0.001449022,0.000169731,0.0001573499,0.003216241,0.0004214291,0.004767017,0.0004724856,1.912312e-7,0.00002811985,0.000001939206,0.001586891,0.9877296],"study_design_scores_gemma":[0.001248628,0.0008135805,0.006364184,0.09390592,0.001932726,0.06363884,0.0001642898,5.554973e-7,0.00001178362,0.000001894218,0.831482,0.0004355837],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09165354,0.9069382,0.000002496531,0.0001998959,0.0002544975,0.0008473247,0.00004949501,0.00001847282,0.00003608306],"genre_scores_gemma":[0.0004211428,0.9972118,0.0002194813,0.0001111236,0.0006147982,0.0002077383,0.000007521871,0.0001100666,0.0010964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.987294,"threshold_uncertainty_score":0.9997451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971157961","doi":"10.1093/bja/aeu151","title":"Ultrasound assessment of gastric content and volume","year":2014,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":467,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Ultrasound; Volume (thermodynamics); Gastric Content; Content (measure theory); Medicine; Radiology; Internal medicine; Stomach; Mathematics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03501932050448942,"gpt":0.3074031277886314,"spread":0.272383807284142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00109507,0.0002803055,0.003244077,0.0003548064,0.00003411403,0.00005612128,0.0001680423,0.0002329538,0.00006014493],"category_scores_gemma":[0.0003111257,0.0002597352,0.0008671025,0.000225157,0.0001247114,0.0001174237,0.00002618186,0.0007533776,0.000003380486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368841,"about_ca_system_score_gemma":0.0006062983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002567339,"about_ca_topic_score_gemma":0.000003726851,"domain_scores_codex":[0.9972106,0.0002664159,0.001563251,0.000218228,0.0004933525,0.0002481336],"domain_scores_gemma":[0.9970984,0.0002239169,0.001850979,0.0002196368,0.0003393229,0.0002677876],"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":[0.00001092387,0.0001215411,0.001786262,0.0079196,0.0003430613,0.001564244,0.000004536267,2.358274e-7,0.000004249688,0.000005873649,0.0024806,0.9857589],"study_design_scores_gemma":[0.0005604696,0.0009226964,0.01963945,0.08241902,0.001972043,0.1407819,0.00001408637,0.000001612503,0.00000162321,0.000009849624,0.7534329,0.000244355],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004418761,0.9941483,0.0005966024,0.00002434317,0.000232522,0.0002880334,0.00001432429,0.00000744626,0.0002696828],"genre_scores_gemma":[0.00121513,0.9950318,0.002910555,0.00006544619,0.0002977253,0.000005338832,0.00001255348,0.00005540362,0.0004059938],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9855145,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100479744","doi":"10.1093/bja/aes308","title":"Meta-analysis of the association between obstructive sleep apnoea and postoperative outcome","year":2012,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":447,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Meta-analysis; Perioperative; Polysomnography; Internal medicine; Myocardial infarction; Anesthesia; Apnea","retraction":null,"screen_n_in":null,"score":{"opus":0.1244159306255402,"gpt":0.3629633085927731,"spread":0.2385473779672329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002245731,0.0003683127,0.006558862,0.0007043176,0.000127955,0.00008019929,0.0004194985,0.000409173,0.0001663579],"category_scores_gemma":[0.0006913089,0.0002486406,0.004809552,0.001429099,0.0002059407,0.000242452,0.0001229389,0.001435271,0.000004372034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005765065,"about_ca_system_score_gemma":0.0001548619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000100872,"about_ca_topic_score_gemma":0.00003130268,"domain_scores_codex":[0.9948884,0.001248475,0.001796906,0.0002814947,0.001405694,0.0003789817],"domain_scores_gemma":[0.994593,0.0005045428,0.003098147,0.0003487107,0.001185074,0.0002704952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000009651767,0.00006298666,0.02710379,0.0007528743,0.3126179,0.00009969583,0.00009811333,5.675711e-7,4.198706e-7,0.00003737139,0.00001563029,0.659201],"study_design_scores_gemma":[0.0003564252,0.0001684201,0.1394654,0.0004319908,0.7999619,0.001113028,0.00006427969,0.000001376295,0.000003433694,0.00001711794,0.05821263,0.0002039427],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005163391,0.9934723,0.00002199867,0.0002278375,0.00008478847,0.0006427901,0.0002193082,0.000004704381,0.0001628275],"genre_scores_gemma":[0.02165565,0.9771414,0.0005634233,0.00005454788,0.0002299319,0.0000132919,0.00002878675,0.00006464698,0.0002483413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6589971,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156231632","doi":"10.1093/bja/aer350","title":"What is really dangerous: anaemia or transfusion?","year":2011,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":444,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Blood transfusion; Intensive care medicine; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.04885293270339744,"gpt":0.3156218068548069,"spread":0.2667688741514095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007681133,0.0004861948,0.002884174,0.0004784083,0.000113057,0.0002213934,0.0005050562,0.0004760464,0.001630053],"category_scores_gemma":[0.00003144266,0.0003914835,0.001533027,0.0004916199,0.00009978748,0.0004163973,0.00003466809,0.001143465,0.00006740282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109515,"about_ca_system_score_gemma":0.0007680563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001851425,"about_ca_topic_score_gemma":0.0001718791,"domain_scores_codex":[0.9967002,0.0002049518,0.001632604,0.0004100272,0.0006358001,0.0004164401],"domain_scores_gemma":[0.9979204,0.00003572071,0.0007919317,0.0004388169,0.0003029514,0.0005101566],"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":[0.0001151753,0.0003672421,0.000002698085,0.006609804,0.0005994048,0.01500439,0.0002047866,1.192211e-8,1.285985e-7,0.000031917,0.02268212,0.9543823],"study_design_scores_gemma":[0.001215266,0.001197825,0.00005466602,0.08558656,0.0047145,0.03962017,0.0001816923,1.085783e-7,9.599896e-7,0.0000193112,0.8670843,0.0003246827],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006036665,0.9961725,0.0000945191,0.000431215,0.0006209554,0.0009457605,0.00001198113,0.00003838085,0.001624335],"genre_scores_gemma":[0.000004209892,0.9927967,0.001432069,0.001582067,0.0004237013,0.00001629434,0.00001835294,0.0001289426,0.003597682],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9540576,"threshold_uncertainty_score":0.9998537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110943746","doi":"10.1093/bja/aen229","title":"Effect of local anaesthetic volume (20 vs 5 ml) on the efficacy and respiratory consequences of ultrasound-guided interscalene brachial plexus block","year":2008,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":440,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Anesthesia; Brachial plexus; Ropivacaine; Nerve block; Lung volumes; Diaphragmatic breathing; Pulmonary function testing; Vital capacity; Surgery; Internal medicine; Lung","retraction":null,"screen_n_in":null,"score":{"opus":0.01529647248793923,"gpt":0.2499002772967407,"spread":0.2346038048088015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001788931,0.0002134648,0.000777288,0.0001819213,0.000131367,0.00002064129,0.000269147,0.0001071085,0.00004560359],"category_scores_gemma":[0.000336931,0.0001621902,0.0002515762,0.0002110257,0.001424045,0.00007550222,0.0000190159,0.0003811089,0.000004592905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000446981,"about_ca_system_score_gemma":0.0001532763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001433387,"about_ca_topic_score_gemma":0.00001028171,"domain_scores_codex":[0.997417,0.0007065693,0.0008297401,0.0002009925,0.0005980434,0.0002476837],"domain_scores_gemma":[0.9982402,0.0005312719,0.0006064707,0.0002533836,0.0001896249,0.0001790671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009471496,0.001561344,0.7653258,0.0009911456,0.0009338448,0.01996522,0.001435488,0.0005312947,0.007380338,0.0008744666,0.06126539,0.1302641],"study_design_scores_gemma":[0.007464582,0.03634864,0.8657018,0.003431973,0.0007291491,0.0615298,0.0004690492,0.00006444482,0.01285504,0.00009958309,0.01090858,0.0003973531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960333,0.002403861,0.00006218305,0.0008590237,0.00003862909,0.0003806799,0.000001830417,0.00001193402,0.0002086357],"genre_scores_gemma":[0.9972632,0.001067095,0.0001213814,0.001317626,0.00009949201,0.000003237576,0.000001320991,0.00002622499,0.0001004099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1298668,"threshold_uncertainty_score":0.6613926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979045572","doi":"10.1016/j.bja.2019.08.017","title":"Lung-protective ventilation for the surgical patient: international expert panel-based consensus recommendations","year":2019,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":435,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Edwards Lifesciences; GE Healthcare; GlaxoSmithKline","keywords":"Medicine; Perioperative; Tidal volume; Ventilation (architecture); Mechanical ventilation; Intensive care medicine; Anesthesia; Respiratory system; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.09439344950047222,"gpt":0.3640145750896994,"spread":0.2696211255892271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005971114,0.0002211637,0.001004496,0.0002059192,0.000131818,0.00008702534,0.0002300451,0.00022931,0.0002458037],"category_scores_gemma":[0.0001846467,0.0001706434,0.001044083,0.0001363005,0.00005321894,0.0000659986,0.00001823715,0.0005033108,0.00001099488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194343,"about_ca_system_score_gemma":0.0008111091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001098735,"about_ca_topic_score_gemma":0.000002811834,"domain_scores_codex":[0.9980591,0.0001581753,0.0009847367,0.0002080905,0.000396832,0.000193092],"domain_scores_gemma":[0.9976982,0.0002832839,0.001149269,0.0001923644,0.0005520356,0.0001248491],"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":[0.000148559,0.0001086537,0.000005201765,0.0005918672,0.000311559,0.0006257878,0.0000263788,0.000002184708,5.036697e-7,0.00003479572,0.009586281,0.9885582],"study_design_scores_gemma":[0.001147716,0.0006278346,0.00001717566,0.01044582,0.0008839436,0.006732524,0.000074614,0.00008015457,0.000007434779,0.00002100943,0.9798037,0.0001580963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007678063,0.9944007,0.001750462,0.0007895445,0.001170235,0.001603707,0.00007694143,0.00001290455,0.0001187094],"genre_scores_gemma":[0.0003341153,0.9969497,0.001257986,0.0002796937,0.0006571159,0.0001006241,0.0001661607,0.00005878587,0.0001958559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884001,"threshold_uncertainty_score":0.6958636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2976387938","doi":"10.1016/j.bja.2019.08.015","title":"Use of the GRADE approach in systematic reviews and guidelines","year":2019,"lang":"en","type":"letter","venue":"British Journal of Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":435,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Systematic review; Computer science; Management science; MEDLINE; Engineering; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.09001762045017786,"gpt":0.2943902673796662,"spread":0.2043726469294884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002043241,0.0002694651,0.003556375,0.0002089458,0.00002692741,0.00007525681,0.0002608471,0.0004315055,0.000006928416],"category_scores_gemma":[0.001833341,0.0001713683,0.001306125,0.0002394017,0.0001182614,0.0001183223,0.00003327885,0.001328948,0.000002685189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005519763,"about_ca_system_score_gemma":0.0001428563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001232485,"about_ca_topic_score_gemma":0.0000044013,"domain_scores_codex":[0.9957245,0.0009839507,0.002114106,0.0002034111,0.0007348072,0.0002392256],"domain_scores_gemma":[0.9972746,0.0005547138,0.001411515,0.0004020641,0.0002897977,0.00006724551],"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":[0.00005003875,0.0001161836,0.02508821,0.04971015,0.0003233305,0.009608777,0.0001185685,0.00000906021,0.000008315317,0.0000450515,0.9084792,0.006443127],"study_design_scores_gemma":[0.0009326249,0.0001605078,0.0286319,0.07593603,0.001017646,0.06300127,0.00004325165,0.00002642286,0.000002754475,0.00001179853,0.8299806,0.0002551911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1077735,0.2852983,0.00005733592,0.5983164,0.0008063566,0.006631719,0.00002000046,0.00002043736,0.001075928],"genre_scores_gemma":[0.008736389,0.1633398,0.007619939,0.8039552,0.003661066,0.0000567068,0.00003258452,0.0002400404,0.01235824],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2056388,"threshold_uncertainty_score":0.6988195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794577228","doi":"10.1016/j.bja.2018.02.007","title":"A systematic review and consensus definitions for standardised end-points in perioperative medicine: pulmonary complications","year":2018,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":415,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Medical Research Council; National Institute for Health and Care Research; British Journal of Anaesthesia","keywords":"Perioperative; Consensus conference; Medicine; Perioperative medicine; Intensive care medicine; Systematic review; MEDLINE; Internal medicine; Surgery; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.1707884520920271,"gpt":0.456995159094593,"spread":0.2862067070025659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007041024,0.0002165537,0.002509828,0.0003524572,0.0004638546,0.0001350881,0.0005891362,0.0001995999,0.00006279829],"category_scores_gemma":[0.005876247,0.0001995425,0.0003468307,0.000595853,0.001165531,0.0001070829,0.00003859228,0.0004953819,0.000005550023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471219,"about_ca_system_score_gemma":0.001427249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002715049,"about_ca_topic_score_gemma":0.0005352574,"domain_scores_codex":[0.9951205,0.001908268,0.001774726,0.00025196,0.0006191175,0.0003254659],"domain_scores_gemma":[0.9960512,0.001222502,0.001152111,0.0002218868,0.001123451,0.0002288509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000008736271,0.0001517936,0.00000317914,0.7654898,0.0002852018,0.001019306,0.0008533769,2.377218e-8,7.317361e-8,0.007361065,0.02941325,0.1954141],"study_design_scores_gemma":[0.0001465255,0.0001465668,0.000008140503,0.7042711,0.001114512,0.003455534,0.0006687789,6.398165e-7,1.350796e-8,0.001087551,0.2889189,0.0001817865],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001962374,0.9896935,0.00008866137,0.00337079,0.00003947371,0.00391586,0.0001707013,0.00001704442,0.002702044],"genre_scores_gemma":[0.00002784369,0.9972949,0.00174085,0.0002062557,0.0001199178,0.0004800517,0.00001659929,0.000033296,0.00008028952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2595056,"threshold_uncertainty_score":0.8137108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120710757","doi":"10.1093/bja/aeq133","title":"Critical incident reporting and learning","year":2010,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":391,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Incident report; Causation; Punitive damages; Patient safety; Set (abstract data type); Near miss; Action (physics); Medicine; Psychology; Health care; Risk analysis (engineering); Computer science; Computer security; Engineering; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1121621869395542,"gpt":0.4706321800293174,"spread":0.3584699930897632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004961301,0.0001826334,0.001473537,0.000183492,0.0007394262,0.00001009163,0.0002068978,0.0005841407,0.00012888],"category_scores_gemma":[0.02442252,0.0001757933,0.0003096123,0.0001446917,0.0001367045,0.0001829351,0.00006725687,0.005923505,0.00003190141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008682399,"about_ca_system_score_gemma":0.001143766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004227437,"about_ca_topic_score_gemma":0.00002469875,"domain_scores_codex":[0.9943386,0.001271869,0.003436015,0.0001917165,0.0004099172,0.0003518411],"domain_scores_gemma":[0.9898642,0.0007616471,0.008468393,0.0001309364,0.000404427,0.0003704283],"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":[0.00000265309,0.00002256222,0.0005022143,0.003726032,0.00002036521,0.001046319,0.0001986054,1.31735e-7,5.651826e-8,0.0002235975,0.0005070005,0.9937505],"study_design_scores_gemma":[0.000138474,0.00009077386,0.001710049,0.05092398,0.0003005088,0.007221278,0.0002544428,8.538026e-7,1.534056e-8,0.0001235396,0.9390908,0.0001453116],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007259942,0.9968827,0.0003809389,0.0003215893,0.0007366824,0.0002601748,0.000002620713,0.00002026721,0.0006690278],"genre_scores_gemma":[0.0004566173,0.9965581,0.001794961,0.0001730848,0.0006595201,0.00001486511,0.000009590882,0.00004167158,0.0002915318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9936051,"threshold_uncertainty_score":0.9963699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114497575","doi":"10.1093/bja/aem238","title":"Sciatica: a review of history, epidemiology, pathogenesis, and the role of epidural steroid injection in management","year":2007,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":378,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Sciatica; Medicine; Natural history; Epidemiology; Incidence (geometry); Radicular pain; Lumbar; Low back pain; Physical therapy; Surgery; Internal medicine; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.05147031719738841,"gpt":0.3411857970826142,"spread":0.2897154798852257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004740961,0.0002053062,0.003410991,0.0003666924,0.00001488808,0.000002268083,0.0002119172,0.0001895665,0.0000491655],"category_scores_gemma":[0.0006422453,0.0001462234,0.0007885963,0.0002176602,0.0004191016,0.00005913016,0.00005266123,0.0004553693,0.000001687865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852123,"about_ca_system_score_gemma":0.0001471983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001227424,"about_ca_topic_score_gemma":0.00001796988,"domain_scores_codex":[0.9960551,0.0009468167,0.002405944,0.0001844301,0.0002023264,0.0002053478],"domain_scores_gemma":[0.9973386,0.00007681875,0.002130257,0.0002120813,0.0001634729,0.0000787868],"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":[0.00003137954,0.00009434571,0.0002860418,0.04169639,0.000165301,0.0004694431,0.0000179043,4.317897e-8,6.209557e-7,0.0003804611,0.001187877,0.9556702],"study_design_scores_gemma":[0.00168279,0.001255762,0.02001193,0.4518259,0.002973035,0.02794004,0.00009118277,0.000002627016,8.429144e-7,0.0002554368,0.4937763,0.0001841161],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005243035,0.9979596,0.00003549148,0.0001366803,0.00009518041,0.0006047835,0.000004936237,0.000002525303,0.0006365465],"genre_scores_gemma":[0.0001718078,0.9983022,0.0008084098,0.00054698,0.00006832537,0.00001208743,0.000007777911,0.00002179554,0.00006059824],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9554861,"threshold_uncertainty_score":0.5962817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007537254","doi":"10.1016/j.bja.2020.02.008","title":"Outbreak of a new coronavirus: what anaesthetists should know","year":2020,"lang":"en","type":"editorial","venue":"British Journal of Anaesthesia","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":366,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Outbreak; Coronavirus disease 2019 (COVID-19); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; 2019-20 coronavirus outbreak; Pandemic; Medicine; Infectious disease (medical specialty); Internal medicine; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.05738742354467045,"gpt":0.398912432766823,"spread":0.3415250092221525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001649497,0.0005143093,0.002899673,0.0003352255,0.00009847557,0.0002581048,0.0009428276,0.0009999052,0.0001933096],"category_scores_gemma":[0.04484446,0.0005239407,0.001305799,0.0005108251,0.000493053,0.0004578455,0.0002830437,0.00378758,0.00004151358],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003990215,"about_ca_system_score_gemma":0.006140248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383528,"about_ca_topic_score_gemma":0.000180786,"domain_scores_codex":[0.9925324,0.0002888506,0.002216042,0.0005852067,0.003740413,0.0006370411],"domain_scores_gemma":[0.9914042,0.002675499,0.001846099,0.0005212975,0.002197252,0.001355665],"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":[0.0008325786,0.0002529533,0.0002739225,0.0006042174,0.0003835153,0.009191701,0.0001041226,0.000002948382,0.000009432297,0.000003972132,0.6138955,0.3744452],"study_design_scores_gemma":[0.003661537,0.005537685,0.004234775,0.01241851,0.0007165911,0.0003549445,0.0001299365,0.000005763877,0.00002090475,0.0002306014,0.9723225,0.0003662236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01125111,0.242427,0.0003023919,0.04573714,0.6969782,0.002141328,0.0004345992,0.000163969,0.0005642834],"genre_scores_gemma":[0.006419936,0.4160109,0.001221462,0.001496454,0.5725248,0.00000745741,0.0000776563,0.000203444,0.002037873],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3740789,"threshold_uncertainty_score":0.9997212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015236197","doi":"10.1016/j.bja.2020.03.026","title":"Emergency tracheal intubation in 202 patients with COVID-19 in Wuhan, China: lessons learnt and international expert recommendations","year":2020,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":363,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Renmin Hospital of Wuhan University; West China Hospital, Sichuan University; Xiangya Hospital, Central South University; Sichuan University; Peking University People's Hospital; Peking University; Central South University; Lanzhou University; National Institute on Aging; Southern Medical University; Wuhan University; Yale University","keywords":"Intubation; Tracheal intubation; Medicine; Airway management; Coronavirus disease 2019 (COVID-19); Observational study; Airway; Intensive care medicine; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Emergency medicine; Disease; Anesthesia; Internal medicine; Infectious disease (medical specialty)","retraction":null,"screen_n_in":null,"score":{"opus":0.03332802792314073,"gpt":0.316676945016035,"spread":0.2833489170928943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024965,0.00008162385,0.000193807,0.0002290095,0.00004025287,0.0000288858,0.00008986617,0.00004681174,0.0007057094],"category_scores_gemma":[0.0002481342,0.00008499634,0.00003701301,0.0002408208,0.00002750244,0.0003564182,0.00002045209,0.0002578184,0.000001183737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293547,"about_ca_system_score_gemma":0.00006611751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001740278,"about_ca_topic_score_gemma":0.0001962154,"domain_scores_codex":[0.9990323,0.00006428306,0.0004606147,0.0001325562,0.0002088635,0.0001014483],"domain_scores_gemma":[0.9994753,0.000009936947,0.0002145819,0.00004269153,0.0001076068,0.0001498751],"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":[0.0003163122,0.0004107911,0.2856009,0.00004345231,0.00003361568,0.00006373657,0.002161092,0.00002484237,0.00001139236,0.0002640372,0.03797042,0.6730994],"study_design_scores_gemma":[0.003770815,0.003736527,0.9535213,0.0004112715,0.00002578328,0.00004888182,0.0010566,0.0007754841,0.00002912907,0.0004216507,0.03602292,0.0001796648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190641,0.0005357299,0.003286872,0.07558302,0.00006060275,0.000274176,0.00000453555,0.00002364577,0.001167317],"genre_scores_gemma":[0.9859266,0.01187105,0.001239846,0.0006638045,0.00007918754,0.000008599863,0.00004114783,0.00001328354,0.0001565029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6729198,"threshold_uncertainty_score":0.7727023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166816527","doi":"10.1093/bja/aei041","title":"The GlideScope® Video Laryngoscope: randomized clinical trial in 200 patients","year":2004,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":359,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Laryngoscopy; Glottis; Medicine; Video laryngoscope; Intubation; Laryngoscopes; Tracheal intubation; Anesthesia; Elective surgery; Larynx; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.01795443458973268,"gpt":0.3143287641779343,"spread":0.2963743295882016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004483279,0.0001032388,0.0006577842,0.0001213779,0.00009062316,0.00009473875,0.0001939465,0.00009454072,0.0000994002],"category_scores_gemma":[0.002198922,0.00007755817,0.0003792504,0.0001836629,0.0001804903,0.0002282324,0.00002585943,0.0004288524,0.00001161698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007894959,"about_ca_system_score_gemma":0.0001602144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009025729,"about_ca_topic_score_gemma":0.00004411244,"domain_scores_codex":[0.9974872,0.0003724815,0.001409186,0.0001219187,0.0004190803,0.0001900831],"domain_scores_gemma":[0.9987898,0.0001702383,0.0005353521,0.0001239604,0.0002708579,0.0001097848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3122602,0.0009981217,0.005067014,0.00001496022,0.0001273586,0.0002350488,0.00005406794,0.000004374009,9.387218e-7,0.0005806541,0.04204706,0.6386102],"study_design_scores_gemma":[0.9227123,0.006951049,0.01890219,0.001024094,0.0001563339,0.00006433904,0.00006275753,0.00001721503,0.00005666134,0.002461907,0.04744563,0.0001455108],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890043,0.002166547,0.0006537096,0.002320215,0.0002988502,0.001099876,6.107549e-7,0.00002413831,0.004431757],"genre_scores_gemma":[0.9517698,0.04459565,0.001377947,0.0005984783,0.0004774277,0.00002303769,0.00000523684,0.0000277327,0.001124643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6384646,"threshold_uncertainty_score":0.316273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150878484","doi":"10.1093/bja/88.4.582","title":"Postoperative sore throat after ambulatory surgery","year":2002,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":359,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Sore throat; Medicine; Ambulatory; Airway; Surgery; Incidence (geometry); Throat; Anesthesia; Complication; Laryngeal mask airway","retraction":null,"screen_n_in":null,"score":{"opus":0.01861777173499566,"gpt":0.2302887767301968,"spread":0.2116710049952012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002656978,0.00009415889,0.0003089985,0.000163833,0.00005406556,0.00005266474,0.00006773371,0.00006311844,0.003835461],"category_scores_gemma":[0.00006929004,0.00009416154,0.0002132476,0.0001251487,0.00007213355,0.0003194133,0.00001272412,0.0002153514,0.0000370608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004623634,"about_ca_system_score_gemma":0.00002654924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001308678,"about_ca_topic_score_gemma":0.000004229797,"domain_scores_codex":[0.9990321,0.00004745072,0.000395316,0.00009643584,0.0002836483,0.0001450359],"domain_scores_gemma":[0.999357,0.00001777289,0.0001802798,0.000098529,0.0002428852,0.0001034953],"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":[0.00007200611,0.0001851351,0.0234732,0.00002493578,0.00007138049,0.001114768,0.0001943357,6.396961e-7,0.00003109944,0.00008850477,0.4615902,0.5131538],"study_design_scores_gemma":[0.00141407,0.004445515,0.5220246,0.002319298,0.0002855517,0.004032847,0.0004720405,0.0001544503,0.002438363,0.0004161145,0.4614591,0.0005381284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788152,0.008092095,0.000263767,0.002543245,0.00007910802,0.0001303816,0.000001385537,0.0000450259,0.01002981],"genre_scores_gemma":[0.9809258,0.0126999,0.0005826827,0.0009695594,0.000183268,0.000003762784,0.000001906246,0.00002062539,0.004612505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5126156,"threshold_uncertainty_score":0.9970751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133024287","doi":"10.1093/bja/aet066","title":"Facilitatory effects of perineural dexmedetomidine on neuraxial and peripheral nerve block: a systematic review and meta-analysis","year":2013,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":355,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University Health Network; Women's College Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Dexmedetomidine; Medicine; Anesthesia; Analgesic; Nerve block; Diclofenac; Bradycardia; Surgery; Heart rate; Internal medicine; Blood pressure; Sedation","retraction":null,"screen_n_in":null,"score":{"opus":0.03590955592315178,"gpt":0.2955912175889974,"spread":0.2596816616658457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00129921,0.0005581512,0.01133811,0.0004232734,0.00006803017,0.00008039024,0.0002385217,0.0001798665,0.00009383302],"category_scores_gemma":[0.0003755878,0.0003954812,0.003286571,0.0003967541,0.0001570349,0.0001072449,0.00003920555,0.0005367924,0.000003801902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005863995,"about_ca_system_score_gemma":0.000101771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004766207,"about_ca_topic_score_gemma":0.000003868008,"domain_scores_codex":[0.9955801,0.001218999,0.001949783,0.0003678778,0.0006112714,0.0002719139],"domain_scores_gemma":[0.9969325,0.0003560399,0.001748183,0.0003915767,0.0002412123,0.0003304594],"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":[0.00001218082,0.000102246,0.00001822044,0.9134851,0.0621254,0.003400025,0.00003513736,8.170546e-7,1.647993e-7,0.00001469063,0.0006965654,0.02010952],"study_design_scores_gemma":[0.0002751899,0.001168761,0.0001316843,0.1183206,0.8462758,0.0134424,0.00002371792,0.000006034903,2.859291e-7,0.000003185352,0.02004683,0.00030555],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001759807,0.9953601,0.000005530806,0.0002430673,0.00001673801,0.002582012,0.000005329583,0.00001051174,0.00001691083],"genre_scores_gemma":[0.001003236,0.9971718,0.0001882326,0.0008682433,0.00004900066,0.0001069168,0.000007506235,0.00005055831,0.0005544983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7951645,"threshold_uncertainty_score":0.9998497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915487727","doi":"10.1016/j.bja.2019.01.018","title":"Perioperative Quality Initiative consensus statement on preoperative blood pressure, risk and outcomes for elective surgery","year":2019,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":342,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Institute for Health and Care Research; Edwards Lifesciences","keywords":"Perioperative; Statement (logic); Medicine; Elective surgery; Consensus conference; Blood pressure; Quality (philosophy); Intensive care medicine; Surgery; Internal medicine; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.02293677671384908,"gpt":0.2972720511591148,"spread":0.2743352744452657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001874344,0.0002626468,0.001695387,0.0001532164,0.0001558205,0.0001030677,0.00006863963,0.0001165585,0.00006199504],"category_scores_gemma":[0.001600534,0.0002190871,0.0006754776,0.0001246394,0.0001496509,0.0001475606,0.00001533153,0.0004157703,0.000005301311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004993265,"about_ca_system_score_gemma":0.0003651157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001282917,"about_ca_topic_score_gemma":0.00002634214,"domain_scores_codex":[0.9972121,0.0007344524,0.0009130536,0.0003168299,0.0005040538,0.0003195342],"domain_scores_gemma":[0.9955615,0.002677611,0.0006111999,0.000154709,0.000745853,0.000249126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00286983,0.0006917615,0.9717391,0.0001604384,0.003134607,0.00139727,0.001802089,0.00004167211,0.00007618219,0.002024761,0.0008517199,0.01521061],"study_design_scores_gemma":[0.005225506,0.002728518,0.9749017,0.0004075787,0.001166328,0.002030764,0.001598601,0.00001979459,0.000751057,0.000078853,0.01078741,0.0003039285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932334,0.002800135,0.0000457165,0.001290471,0.0001076221,0.001038096,0.00008879642,0.00001632075,0.001379422],"genre_scores_gemma":[0.9950804,0.001700154,0.0008183183,0.001112401,0.00008831949,0.00002484143,0.000008767419,0.00003350457,0.001133317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490668,"threshold_uncertainty_score":0.8934113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120962827","doi":"10.1093/bja/aet417","title":"Effects of dexamethasone as a local anaesthetic adjuvant for brachial plexus block: a systematic review and meta-analysis of randomized trials","year":2014,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":340,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; McMaster University; Population Health Research Institute; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dexamethasone; Placebo; Anesthesia; Randomized controlled trial; Analgesic; Adverse effect; Confidence interval; Brachial plexus block; Meta-analysis; Opioid; Surgery; Internal medicine; Brachial plexus","retraction":null,"screen_n_in":null,"score":{"opus":0.05306818457601095,"gpt":0.3511693503512107,"spread":0.2981011657751997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.02994221,0.0007128784,0.06431501,0.001133433,0.00005778611,0.00004945399,0.0004603402,0.0003523228,0.00005098416],"category_scores_gemma":[0.01014127,0.0004776763,0.02010435,0.0009089242,0.0003830767,0.00006745791,0.00002962482,0.00043919,0.000002075302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006485263,"about_ca_system_score_gemma":0.0003868427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001048552,"about_ca_topic_score_gemma":0.000009187064,"domain_scores_codex":[0.9810205,0.009410759,0.00777933,0.0004429884,0.0009971104,0.000349344],"domain_scores_gemma":[0.9788079,0.007622517,0.01195908,0.0005595668,0.0007201653,0.0003307741],"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":[0.001189005,0.0002224655,6.687609e-7,0.7215455,0.2293153,0.0004545925,0.00002454158,0.000002299905,1.15044e-7,0.0001526641,0.0002058842,0.04688701],"study_design_scores_gemma":[0.01462247,0.001151022,0.000004247715,0.1933449,0.7784942,0.003659202,0.00001282486,0.00001581577,0.000001088461,0.00006376019,0.0083594,0.0002710509],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006702356,0.9849405,0.003006681,0.0001410487,0.0000217216,0.01178514,0.00001496016,0.00000964479,0.00001327542],"genre_scores_gemma":[0.0008494044,0.9957613,0.001766216,0.000814252,0.0000583047,0.0004887054,0.0000243878,0.00008595145,0.0001514304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.549179,"threshold_uncertainty_score":0.9997675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120614810","doi":"10.1093/bja/aes422","title":"Transfusion and risk of acute kidney injury in cardiac surgery","year":2012,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":310,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Acute kidney injury; Cardiopulmonary bypass; Perioperative; Cardiac surgery; Complication; Intensive care medicine; Organ dysfunction; Kidney; Pathophysiology; Blood transfusion; Surgery; Internal medicine; Sepsis","retraction":null,"screen_n_in":null,"score":{"opus":0.02029912250028552,"gpt":0.2769592800489989,"spread":0.2566601575487134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001799056,0.0002557455,0.003049914,0.0005844675,0.00003494829,0.00002133723,0.000112492,0.0002656768,0.0000599499],"category_scores_gemma":[0.00005181736,0.0002358328,0.001146431,0.0003437508,0.00007653444,0.0001205081,0.00002085238,0.0007564655,0.00000257857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004566031,"about_ca_system_score_gemma":0.0003601042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002981125,"about_ca_topic_score_gemma":0.000009469342,"domain_scores_codex":[0.9974732,0.000415677,0.001276449,0.0001824935,0.0003962792,0.0002559187],"domain_scores_gemma":[0.9985772,0.00005325913,0.0007015896,0.0001757762,0.0000975067,0.0003946446],"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":[0.00005978973,0.0002132515,0.002637414,0.006507454,0.0009504724,0.0009889546,0.00003890587,5.167697e-9,9.290028e-7,0.000005921403,0.003801741,0.9847952],"study_design_scores_gemma":[0.0004581946,0.0002378358,0.008065212,0.03961492,0.01271187,0.00315114,0.00001282153,1.028246e-7,0.000003955053,0.000006862674,0.9355404,0.000196696],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005137091,0.9936572,0.00001371833,0.00009160165,0.0002644606,0.000514583,0.0001281175,0.000007148929,0.0001860745],"genre_scores_gemma":[0.0004305323,0.998944,0.000233232,0.00008070179,0.0001706673,0.000006665899,0.00002646712,0.00004785571,0.00005989855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9845985,"threshold_uncertainty_score":0.9616984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112458829","doi":"10.1093/bja/aes465","title":"Proportion of surgical patients with undiagnosed obstructive sleep apnoea","year":2012,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":305,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Polysomnography; Perioperative; Cohort; Sleep study; Population; Pediatrics; Surgery; Internal medicine; Apnea","retraction":null,"screen_n_in":null,"score":{"opus":0.00934591739827372,"gpt":0.2526763518570806,"spread":0.2433304344588069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004508189,0.0001232384,0.0004468877,0.0001885125,0.00005324275,0.00001905469,0.0001178414,0.00008827241,0.000136905],"category_scores_gemma":[0.000154643,0.0001066219,0.0001441761,0.0002974408,0.0002401523,0.0004125385,0.00002163099,0.0003872595,0.000006206529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361187,"about_ca_system_score_gemma":0.00006807533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003673743,"about_ca_topic_score_gemma":0.000003786193,"domain_scores_codex":[0.9978261,0.0001173427,0.0005241137,0.0001197949,0.001063461,0.0003491885],"domain_scores_gemma":[0.9978746,0.00004584044,0.0004929676,0.0001328568,0.001107744,0.0003460075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007999759,0.0008649185,0.8439097,0.00004760826,0.0001710985,0.0009388918,0.00007963785,0.000002599029,0.0000577481,0.0001201698,0.00007062216,0.152937],"study_design_scores_gemma":[0.00438351,0.001647057,0.9867637,0.000243011,0.0001372185,0.004357586,0.0001382827,0.000006095874,0.001204846,0.00003713652,0.00097284,0.0001087108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980769,0.0008926681,0.0000875254,0.0001121712,0.000089833,0.0003160615,0.000006810757,0.000008004905,0.0004100327],"genre_scores_gemma":[0.9976627,0.0001496176,0.001907703,0.00001621518,0.0002067413,0.000003157825,0.000009022853,0.00002905533,0.00001579769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1528283,"threshold_uncertainty_score":0.4347915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153988832","doi":"10.1093/bja/87.4.608","title":"Minimizing perioperative adverse events in the elderly","year":2001,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":302,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Perioperative; Adverse effect; Medicine; Intensive care medicine; Internal medicine; Anesthesia","retraction":null,"screen_n_in":null,"score":{"opus":0.03508545004051461,"gpt":0.3204878722208089,"spread":0.2854024221802943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001552427,0.0003630475,0.003482114,0.0003013302,0.00009338435,0.00003742264,0.0003902728,0.0003034242,0.00009094731],"category_scores_gemma":[0.0003130765,0.0002503502,0.002541297,0.0005778183,0.00008391361,0.0001482914,0.00001798456,0.001201041,0.00002883727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618662,"about_ca_system_score_gemma":0.0005465009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006716752,"about_ca_topic_score_gemma":0.0000253195,"domain_scores_codex":[0.9964656,0.0008847452,0.001319927,0.0002379,0.0007269945,0.0003648035],"domain_scores_gemma":[0.998404,0.0003832573,0.00062248,0.0002481315,0.0001521153,0.0001900417],"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":[0.00003668309,0.000150524,0.000467584,0.0008517228,0.0001846264,0.04088745,0.0001820711,6.693832e-7,2.16139e-8,0.00006261541,0.0002430886,0.956933],"study_design_scores_gemma":[0.0008617084,0.0005203802,0.002815111,0.02154062,0.001053372,0.128995,0.000433676,3.362915e-7,2.717428e-8,0.000003452566,0.8435706,0.0002057091],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002648924,0.9923024,0.000005867303,0.0003405197,0.0001158156,0.0005855869,0.000002947918,0.000007669275,0.003990232],"genre_scores_gemma":[0.000301398,0.9975197,0.0002778577,0.0003529942,0.000433202,0.00001533783,0.0000112764,0.00005030211,0.001037961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9567273,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2962818315","doi":"10.1016/j.bja.2019.05.042","title":"Anaesthetic care of patients undergoing primary hip and knee arthroplasty: consensus recommendations from the International Consensus on Anaesthesia-Related Outcomes after Surgery group (ICAROS) based on a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":301,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"National Institute on Drug Abuse; Electrochemical Society","keywords":"Medicine; Odds ratio; Meta-analysis; Confidence interval; Perioperative; Cochrane Library; Systematic review; Pulmonary embolism; MEDLINE; Arthroplasty; General anaesthesia; Randomized controlled trial; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03389976917233949,"gpt":0.277073530689105,"spread":0.2431737615167655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001234078,0.0007511849,0.009391061,0.0008104119,0.0001377716,0.0001352912,0.0002425221,0.0002959096,0.0001523268],"category_scores_gemma":[0.001331744,0.000511192,0.003633115,0.0006248536,0.0003287336,0.0000806991,0.000075452,0.0008347937,0.00001379682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002526832,"about_ca_system_score_gemma":0.0005087683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006971126,"about_ca_topic_score_gemma":0.0001232479,"domain_scores_codex":[0.9932606,0.001494764,0.003213713,0.0006053139,0.001093242,0.0003323679],"domain_scores_gemma":[0.9910424,0.003830894,0.003580106,0.000757291,0.0005345093,0.000254823],"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":[0.0004469803,0.001415605,0.05408846,0.4268638,0.2390401,0.003616334,0.0003233956,0.00002571479,4.39358e-8,0.00005976596,0.004643006,0.2694769],"study_design_scores_gemma":[0.002311272,0.00119595,0.03209908,0.1878986,0.7634318,0.001592721,0.0002118331,0.00001346029,5.860507e-8,0.00001287648,0.01046628,0.0007660601],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009732693,0.9833958,0.000002979989,0.003809692,0.000171993,0.002213701,0.0006217423,0.00002125006,0.00003019115],"genre_scores_gemma":[0.02575901,0.970283,0.0005590783,0.002778064,0.00002091483,0.00007294487,0.0003449198,0.0001104648,0.00007159272],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5243917,"threshold_uncertainty_score":0.999734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200413066","doi":"10.1016/j.bja.2021.11.014","title":"Prehabilitation in adult patients undergoing surgery: an umbrella review of systematic reviews","year":2021,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":294,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; McGill University; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Ottawa Hospital Anesthesia Alternate Funds Association","keywords":"Prehabilitation; Medicine; PsycINFO; MEDLINE; Systematic review; Randomized controlled trial; Physical therapy; Meta-analysis; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1216217750252762,"gpt":0.3970169508719708,"spread":0.2753951758466945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004649236,0.000274188,0.006938136,0.0004656504,0.00003858088,0.0000322682,0.0001741415,0.0001934469,0.00005042557],"category_scores_gemma":[0.008285277,0.000254867,0.001260719,0.000710542,0.00003803303,0.000180861,0.00001552616,0.0006110469,0.000006479534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003233201,"about_ca_system_score_gemma":0.001392845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002445641,"about_ca_topic_score_gemma":0.00004117813,"domain_scores_codex":[0.9909897,0.002614004,0.005303839,0.0002484116,0.0006046083,0.0002394051],"domain_scores_gemma":[0.9932714,0.0008197429,0.004174429,0.0003353669,0.001153011,0.000246053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002939689,0.0002284675,0.0001668279,0.620399,0.00002665031,0.0002135077,0.00001657752,1.554228e-8,8.955945e-9,0.00001124937,0.001642667,0.3772921],"study_design_scores_gemma":[0.0004191993,0.0002890336,0.0002036708,0.8927767,0.0009799064,0.002889397,0.00003191976,4.071888e-7,5.686981e-8,0.000008960939,0.1022466,0.0001541636],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001648801,0.9970697,0.000007322506,0.0001309044,0.0001696046,0.002389517,0.000006726529,0.000006144299,0.00005524281],"genre_scores_gemma":[0.00001607633,0.9973564,0.001647521,0.0006668271,0.0001095729,0.00005510494,0.00008185126,0.00004915266,0.0000175163],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3771379,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205183311","doi":"10.1016/j.bja.2021.12.007","title":"Prehabilitation, enhanced recovery after surgery, or both? A narrative review","year":2022,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":280,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Prehabilitation; Surgical stress; Medicine; Psychosocial; Psychological intervention; Malnutrition; Intensive care medicine; Surgery; Physical therapy; Internal medicine; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.0337087434024688,"gpt":0.326681458261694,"spread":0.2929727148592252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002681905,0.0005049002,0.007375802,0.0003705212,0.0001256799,0.00008316777,0.0002593039,0.0002557396,0.004759725],"category_scores_gemma":[0.003954982,0.000404956,0.005796077,0.0008092067,0.0001229886,0.0002414862,0.00004112645,0.001039635,0.00003923957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003957837,"about_ca_system_score_gemma":0.002606298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001845844,"about_ca_topic_score_gemma":0.00001012324,"domain_scores_codex":[0.9940833,0.0015407,0.002524636,0.0004249362,0.001026298,0.0004001015],"domain_scores_gemma":[0.994272,0.003025887,0.001620773,0.0003982804,0.0003087961,0.0003742836],"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":[0.0003228094,0.0001614574,0.00001511228,0.03554318,0.000541335,0.02028693,0.00008762595,1.002024e-7,2.251347e-8,0.000004443897,0.02141516,0.9216218],"study_design_scores_gemma":[0.0002857021,0.0007504775,0.0002854295,0.1498734,0.002500317,0.04479937,0.00008836696,1.864779e-8,7.521778e-8,0.000006618549,0.8010755,0.0003347474],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001422394,0.9967846,0.00001263727,0.0004958584,0.0003215263,0.001157532,0.00001952001,0.00002481801,0.001041282],"genre_scores_gemma":[0.000008284523,0.9934183,0.0004671095,0.00145816,0.0003725887,0.0002114706,0.00004998939,0.0001007815,0.003913295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9212871,"threshold_uncertainty_score":0.9998403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098640482","doi":"10.1093/bja/aet177","title":"Anaesthetic neurotoxicity and neuroplasticity: an expert group report and statement based on the BJA Salzburg Seminar","year":2013,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":270,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; University of Toronto; Sunnybrook Health Science Centre","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; Fogarty International Center; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Neurotoxicity; Medicine; Cognition; General anaesthesia; Neuroplasticity; Limiting; Neuropharmacology; Neuroscience; Anesthesia; Scientific evidence; Psychology; Psychiatry; Internal medicine; Toxicity","retraction":null,"screen_n_in":null,"score":{"opus":0.03037081249327441,"gpt":0.2687283189625028,"spread":0.2383575064692284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003591,0.0002682274,0.0003832896,0.0001834521,0.0004924788,0.0006286172,0.0004737587,0.00007779093,0.0000822044],"category_scores_gemma":[0.0008913719,0.0002154487,0.0001006754,0.0002744955,0.0005333651,0.0005878837,0.00007176294,0.000655271,0.000009318474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003012145,"about_ca_system_score_gemma":0.00008164341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001377804,"about_ca_topic_score_gemma":0.0000101609,"domain_scores_codex":[0.9963349,0.001009659,0.0006818649,0.0005280326,0.0009520001,0.0004936082],"domain_scores_gemma":[0.9981412,0.0004842615,0.0003917062,0.0003685986,0.0001331979,0.0004809922],"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":[0.001059273,0.003472923,0.02821332,0.0001470338,0.00003600295,0.1859198,0.0009247266,0.0002595252,0.4409005,0.001711085,0.01197082,0.325385],"study_design_scores_gemma":[0.005271261,0.0323268,0.411895,0.001678273,0.0001225592,0.3235278,0.001017184,0.03798259,0.1539135,0.002544851,0.02741723,0.00230296],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945555,0.0001538611,0.0001533431,0.004230794,0.0000500386,0.000707494,0.000002569248,0.0000327439,0.0001136214],"genre_scores_gemma":[0.9923046,0.001496245,0.000166661,0.005811123,0.00007740731,0.00003873567,5.503157e-7,0.00005074591,0.00005391419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3836817,"threshold_uncertainty_score":0.8785741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2746067197","doi":"10.1093/bja/aex234","title":"Epidemiology of sepsis and septic shock in critical care units: comparison between sepsis-2 and sepsis-3 populations using a national critical care database","year":2017,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":269,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute for Health and Care Research","keywords":"Sepsis; Septic shock; Medicine; Incidence (geometry); Intensive care unit; Intensive care medicine; Epidemiology; Shock (circulatory); Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.3292981946601577,"gpt":0.4807349026060524,"spread":0.1514367079458947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005497693,0.0001989693,0.001023885,0.0002665009,0.0003357892,0.00005233095,0.0001409526,0.0001767184,0.00002826108],"category_scores_gemma":[0.004815433,0.0002094326,0.0001272297,0.0001278641,0.0004928255,0.0003429331,0.00008110073,0.0003941579,7.616465e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875169,"about_ca_system_score_gemma":0.0002608952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153544,"about_ca_topic_score_gemma":0.0006370434,"domain_scores_codex":[0.9977379,0.0002953657,0.0009688982,0.0003008258,0.0003759609,0.0003210375],"domain_scores_gemma":[0.9973506,0.0007297512,0.0003460086,0.0002358014,0.000985752,0.0003521017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004341089,0.0001711204,0.9889283,0.0002986558,0.00007685213,0.0005650927,0.0005191233,0.0000304829,0.00001045208,0.0006941575,0.000223154,0.008439241],"study_design_scores_gemma":[0.001766685,0.0005966343,0.9887468,0.002187229,0.0006908916,0.001334131,0.003385285,0.000469629,0.00003727093,0.0005137192,0.0001013595,0.0001703361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975503,0.02128694,0.00009951932,0.002583316,0.00007020881,0.0001771863,0.0001920602,0.000006572595,0.00008115776],"genre_scores_gemma":[0.9887761,0.0004867694,0.01019549,0.0002904778,0.0001556851,0.000005031099,0.00006358953,0.00002503706,0.000001812647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02080017,"threshold_uncertainty_score":0.8540413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170551217","doi":"10.1093/bja/aet414","title":"Simulation-based training in anaesthesiology: a systematic review and meta-analysis","year":2013,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":265,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"The Wilson Centre; University of Toronto; University Health Network","funders":"University of British Columbia","keywords":"Meta-analysis; Medicine; Medical physics; Medical education; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1632191875729742,"gpt":0.4119109014347537,"spread":0.2486917138617795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002515116,0.0004760344,0.01251648,0.001433856,0.00008132591,0.00008390097,0.0002681381,0.0003898326,0.000408666],"category_scores_gemma":[0.001789817,0.0003927423,0.002924502,0.001712499,0.00009048534,0.00014912,0.00001183667,0.0008685958,0.00001295487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002873178,"about_ca_system_score_gemma":0.001966619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001591139,"about_ca_topic_score_gemma":0.00002837096,"domain_scores_codex":[0.9934281,0.001574117,0.003711841,0.0004127437,0.0005331953,0.0003400757],"domain_scores_gemma":[0.9928196,0.002215979,0.003127812,0.0005009117,0.0009598734,0.0003758089],"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":[0.000004549686,0.00009122698,0.0001429458,0.9097052,0.03429835,0.0005804421,0.0001654288,0.001733799,1.857002e-9,0.000008918297,0.00005899009,0.05321014],"study_design_scores_gemma":[0.0002664767,0.0002661262,0.0001289381,0.1831844,0.8115728,0.0009259974,0.0001179717,0.0005661017,8.029341e-9,0.00002035704,0.002626221,0.0003245035],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008550327,0.9961177,0.00008438834,0.0006466316,0.0000325832,0.002990115,0.00001803195,0.00001688493,0.00000821394],"genre_scores_gemma":[0.005256735,0.9911966,0.001264862,0.001774074,0.00006229082,0.0002547489,0.00006413997,0.00007095226,0.00005553942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7772745,"threshold_uncertainty_score":0.9998524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124034993","doi":"10.1093/bja/aet214","title":"Duration of analgesic effectiveness after the posterior and lateral transversus abdominis plane block techniques for transverse lower abdominal incisions: a meta-analysis","year":2013,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; Women's College Hospital; Sunnybrook Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Analgesic; Transverse plane; Transversus abdominis; Anesthesia; Duration (music); Block (permutation group theory); Surgery; Anatomy; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.04100883039872869,"gpt":0.3123847428263165,"spread":0.2713759124275878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00215904,0.0004447672,0.004199975,0.0005692164,0.00009994629,0.0001066548,0.0002692797,0.0002873079,0.0001303691],"category_scores_gemma":[0.00005080806,0.0002921078,0.003912075,0.0004435025,0.0001846023,0.0001672225,0.00001400393,0.0003846624,0.000001739321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006028371,"about_ca_system_score_gemma":0.0001467035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008895902,"about_ca_topic_score_gemma":0.00003049092,"domain_scores_codex":[0.9966491,0.0007565874,0.001526188,0.0003240224,0.0004846964,0.0002593425],"domain_scores_gemma":[0.9975723,0.0005129011,0.001116991,0.00030969,0.0003343078,0.0001538053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002557949,0.0002912359,0.00006858998,0.009485795,0.07708534,0.002467243,0.0001645492,0.000001689427,0.000006583092,0.00001095085,0.0003361715,0.9075239],"study_design_scores_gemma":[0.001512369,0.003056883,0.002444381,0.005845413,0.6776555,0.01158669,0.00008604921,0.00001513598,0.00001882446,0.00003771223,0.297266,0.000475099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0134001,0.9826863,0.0007637982,0.0003210024,0.00002717206,0.002732201,0.00004396418,0.00001230916,0.00001311994],"genre_scores_gemma":[0.02454378,0.9719949,0.00263117,0.0002132324,0.0001050971,0.0003330254,0.00002804439,0.000061876,0.00008890734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9070488,"threshold_uncertainty_score":0.9999531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120908316","doi":"10.1093/bja/aeq299","title":"Lung protective strategies in anaesthesia","year":2010,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":239,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Atelectasis; Anesthesia; Mechanical ventilation; Lung; Perioperative; Ventilation (architecture); Diffuse alveolar damage; Pneumonia; Cardiopulmonary bypass; Pneumothorax; Intensive care medicine; Surgery; Acute respiratory distress; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02678311587665612,"gpt":0.3181105690526749,"spread":0.2913274531760188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001179529,0.0004712267,0.003023285,0.0005275973,0.000070691,0.0001896867,0.0004084006,0.0007882941,0.0001229201],"category_scores_gemma":[0.0001329219,0.0004366635,0.001024248,0.0005180893,0.0001115809,0.0003807579,0.00002909939,0.002774876,0.00002005586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002029626,"about_ca_system_score_gemma":0.002467804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007516806,"about_ca_topic_score_gemma":0.0001284584,"domain_scores_codex":[0.9967307,0.0002580856,0.001602191,0.0003512948,0.0005881214,0.0004695893],"domain_scores_gemma":[0.9976789,0.00002662606,0.001310643,0.0003209209,0.0003044886,0.0003584333],"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":[0.00003461893,0.000154391,0.00005067206,0.003236488,0.00009931938,0.0256636,0.00004152623,1.899018e-7,0.000002675018,0.0001193297,0.0003405832,0.9702566],"study_design_scores_gemma":[0.000743137,0.0009625973,0.0003567292,0.03611623,0.0007890064,0.04156107,0.0001666557,0.000001192164,0.000004210727,0.0002124548,0.9187165,0.0003701867],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002165308,0.9955966,0.0001031572,0.00004187241,0.0002056674,0.001159095,0.000005844374,0.00002336959,0.0006990343],"genre_scores_gemma":[0.0004199233,0.9974412,0.001296601,0.00009013706,0.0004718658,0.00004243909,0.00001109654,0.0001140586,0.0001126652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9698864,"threshold_uncertainty_score":0.9998085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2572066098","doi":"10.1093/bja/aew411","title":"Evidence basis for using perineural dexmedetomidine to enhance the quality of brachial plexus nerve blocks: a systematic review and meta-analysis of randomized controlled trials","year":2016,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Dexmedetomidine; Medicine; Anesthesia; Randomized controlled trial; Analgesic; Bradycardia; Confidence interval; Nerve block; Onset of action; Meta-analysis; Odds ratio; Brachial plexus; Surgery; Internal medicine; Heart rate; Sedation; Blood pressure","retraction":null,"screen_n_in":null,"score":{"opus":0.1942786743983109,"gpt":0.4398223401894176,"spread":0.2455436657911067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.0719774,0.0005460416,0.06342027,0.0005942936,0.00008642348,0.00007066926,0.0005290374,0.0001561298,0.0001403206],"category_scores_gemma":[0.04575638,0.0002565779,0.02146291,0.0007167202,0.0002043234,0.0001130205,0.00004483054,0.000243262,4.898151e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000080219,"about_ca_system_score_gemma":0.0003625215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000115066,"about_ca_topic_score_gemma":0.00001926408,"domain_scores_codex":[0.9748449,0.01308039,0.01044085,0.0003626078,0.0009971545,0.0002740704],"domain_scores_gemma":[0.9640864,0.01818125,0.0157198,0.000618334,0.001185652,0.0002085918],"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":[0.01104288,0.0001084322,0.000003348912,0.6238683,0.351205,0.0001144463,0.00005052751,0.000004690199,0.00000395929,0.00008289095,0.0001469675,0.01336854],"study_design_scores_gemma":[0.006751455,0.0002313756,0.000003600715,0.2441067,0.7473921,0.000643671,0.00002375977,0.00001652127,0.00000219704,0.00001009525,0.0006403836,0.000178133],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005856076,0.9827042,0.001233025,0.0008169388,0.00002168381,0.01459331,0.000036263,0.000005045287,0.000003899253],"genre_scores_gemma":[0.00192465,0.994983,0.001366164,0.0007358655,0.00009793492,0.0006238398,0.000003430203,0.00004115936,0.0002239457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3961871,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109792197","doi":"10.1093/bja/aeq112","title":"Analgesia and functional outcome after total knee arthroplasty: periarticular infiltration vs continuous femoral nerve block","year":2010,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":233,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; WOMAC; Analgesic; Anesthesia; Arthroplasty; Range of motion; Morphine; Femoral nerve; Osteoarthritis; Surgery; Adductor canal; Randomized controlled trial","retraction":null,"screen_n_in":null,"score":{"opus":0.007784611559526441,"gpt":0.2227551260115279,"spread":0.2149705144520014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004564799,0.0002335508,0.0006231201,0.0001859393,0.0001547304,0.0001943799,0.0000421381,0.0001725997,0.000348989],"category_scores_gemma":[0.0002966932,0.0002357254,0.0002811581,0.0001618516,0.0002591081,0.0004658464,0.00003259474,0.0008545918,0.00003248275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003403258,"about_ca_system_score_gemma":0.0001464235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005880216,"about_ca_topic_score_gemma":0.0002001868,"domain_scores_codex":[0.9979815,0.00008248456,0.0007946597,0.0002446237,0.000554451,0.0003422234],"domain_scores_gemma":[0.9986965,0.00004780937,0.0003297119,0.000183931,0.0003420562,0.0003999977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007421921,0.0002252093,0.9706019,0.00004171825,0.0001274112,0.006791999,0.0001235355,0.00001486207,0.003766235,0.00005897211,0.0009497183,0.0165563],"study_design_scores_gemma":[0.00297484,0.001153158,0.9018878,0.0001010061,0.0001968633,0.09050632,0.0001660109,0.00005501564,0.0002041981,0.00003179588,0.002508049,0.0002149428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963917,0.0008116517,0.00008052235,0.001607386,0.000770246,0.0002115736,0.0000079691,0.00003530107,0.00008361568],"genre_scores_gemma":[0.9961705,0.00004324198,0.002242028,0.0004059426,0.0006430813,0.00000614542,0.000006254547,0.00004107736,0.0004417017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08371432,"threshold_uncertainty_score":0.9612602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113679916","doi":"10.1093/bja/aes279","title":"Transversus abdominis plane block for postoperative analgesia after Caesarean delivery performed under spinal anaesthesia? A systematic review and meta-analysis","year":2012,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; Women's College Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"European Society of Anaesthesiology; Society for Obstetric Anesthesia and Perinatology","keywords":"Medicine; Caesarean delivery; Spinal anesthesia; Anesthesia; Caesarean section; Pregnancy","retraction":null,"screen_n_in":null,"score":{"opus":0.06257571421480938,"gpt":0.3142935098020762,"spread":0.2517177955872668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003068513,0.001023076,0.01381038,0.0009105589,0.0002086387,0.0001863998,0.0004665368,0.0004364578,0.0002583996],"category_scores_gemma":[0.00008286744,0.0007744191,0.006920607,0.0008527465,0.0001876633,0.000287706,0.00002861533,0.0007612889,0.0000150945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355371,"about_ca_system_score_gemma":0.0004121085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005375894,"about_ca_topic_score_gemma":0.00006834992,"domain_scores_codex":[0.9937723,0.001101709,0.00291014,0.0006211487,0.0008815481,0.000713151],"domain_scores_gemma":[0.9958273,0.000210192,0.002103711,0.0006151982,0.0005756942,0.0006679595],"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":[0.0003564286,0.0003299684,0.0000256677,0.7222136,0.221319,0.004808693,0.0001008538,0.000001806961,3.150788e-8,0.00004584345,0.0008153367,0.04998272],"study_design_scores_gemma":[0.0006707038,0.001452229,0.0001922841,0.06436739,0.825234,0.01967107,0.0001328631,0.00000302296,9.906556e-8,0.000003532755,0.08764533,0.0006274704],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001920359,0.9938418,0.0001547677,0.001012448,0.00002112479,0.004660012,0.00005244118,0.0000214839,0.00004385484],"genre_scores_gemma":[0.002112871,0.9916067,0.001275186,0.003557988,0.0001193766,0.0004519561,0.00008133359,0.0001351112,0.0006594694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6578463,"threshold_uncertainty_score":0.9994707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2539926474","doi":"10.1093/bja/aew321","title":"Troponin elevations after non-cardiac, non-vascular surgery are predictive of major adverse cardiac events and mortality: a systematic review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Meta-analysis; Cardiac surgery; Medicine; Cardiology; Internal medicine; Troponin; Myocardial infarction","retraction":null,"screen_n_in":null,"score":{"opus":0.02580309825512448,"gpt":0.2934960999335646,"spread":0.2676930016784401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.004098002,0.0006504135,0.02572681,0.0007295944,0.00007474655,0.00004285302,0.0001794821,0.0003488839,0.00008752246],"category_scores_gemma":[0.0007592956,0.0004446335,0.01906883,0.0008403788,0.0001843483,0.0002308957,0.00005484507,0.0004655327,0.000006515733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167749,"about_ca_system_score_gemma":0.0003943948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005274215,"about_ca_topic_score_gemma":0.0000041545,"domain_scores_codex":[0.9932677,0.001630941,0.003071081,0.0005057713,0.001153728,0.0003708096],"domain_scores_gemma":[0.9943461,0.000917608,0.002911369,0.0006723732,0.000663519,0.0004890494],"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":[0.00003043823,0.000128081,0.006259598,0.5290027,0.4543443,0.003056233,0.00003249301,1.5195e-7,5.963223e-8,0.0000075887,0.0003592294,0.006779113],"study_design_scores_gemma":[0.0002527258,0.00008623003,0.02786484,0.142129,0.8093982,0.001688153,0.00003379108,2.342046e-7,1.097952e-7,0.000003032895,0.01820371,0.0003399784],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001057254,0.9959215,0.00005871187,0.0001505336,0.00005868137,0.00235924,0.0003366437,0.000009121892,0.00004834095],"genre_scores_gemma":[0.001120288,0.9977518,0.000108784,0.0001671577,0.0001083814,0.0002680922,0.00003527225,0.0000742072,0.0003659758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3868737,"threshold_uncertainty_score":0.9998006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166363106","doi":"10.1093/bja/aep208","title":"Does regional anaesthesia improve outcome after total hip arthroplasty? A systematic review","year":2009,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Anesthesia; Pulmonary embolism; Arthroplasty; Randomized controlled trial; Nausea; Adverse effect; General anaesthesia; Vomiting; Thrombosis; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02132638944065862,"gpt":0.2864108356353802,"spread":0.2650844461947215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002582852,0.0009631117,0.008174878,0.0005141242,0.0001254488,0.0002030472,0.000548821,0.0004951383,0.0001785861],"category_scores_gemma":[0.0003302836,0.0006208185,0.003493418,0.0005425574,0.0001704464,0.0002750224,0.00004129593,0.001364957,0.0001735338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471638,"about_ca_system_score_gemma":0.0006178276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001851501,"about_ca_topic_score_gemma":0.000006676421,"domain_scores_codex":[0.9920964,0.0009957443,0.004161241,0.000622304,0.001422869,0.0007014801],"domain_scores_gemma":[0.9946552,0.0001235678,0.003352644,0.0008323876,0.0004370843,0.0005991394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003708906,0.0002133797,0.00006705241,0.5875487,0.0004982424,0.02500269,0.00001423136,8.796013e-8,1.44421e-8,0.00002481508,0.004753072,0.3818406],"study_design_scores_gemma":[0.0003703474,0.000689906,0.0002545295,0.5318177,0.01051079,0.04685307,0.00002262236,5.615811e-7,1.825317e-8,0.00002395674,0.4089979,0.0004585549],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000768046,0.9949252,0.00003097433,0.001263888,0.0001874507,0.003370956,0.000005935894,0.00005179122,0.00008701798],"genre_scores_gemma":[0.00008032347,0.9893022,0.0007041893,0.006236272,0.0008101365,0.0001572162,0.00002986696,0.0001548406,0.002524948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4042448,"threshold_uncertainty_score":0.9996243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211014988","doi":"10.1093/bja/aeu158","title":"Cryoprecipitate therapy","year":2014,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"CSL Behring","keywords":"Cryoprecipitate; Medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.05129325699357027,"gpt":0.3402054751007358,"spread":0.2889122181071656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001257853,0.0004279982,0.002981221,0.0004570836,0.00009457314,0.0001536836,0.0004055695,0.0003921271,0.0001021174],"category_scores_gemma":[0.0003263732,0.0003980041,0.001385683,0.0004058155,0.0001100109,0.0001786289,0.00002138788,0.001097788,0.00009543082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201151,"about_ca_system_score_gemma":0.0007414591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002108909,"about_ca_topic_score_gemma":0.000009553042,"domain_scores_codex":[0.9964123,0.000436916,0.001669947,0.0003183811,0.0007718476,0.0003906083],"domain_scores_gemma":[0.9969275,0.00014034,0.00167554,0.0003585193,0.0005281261,0.0003700036],"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":[0.00005074838,0.0001349881,0.00002365153,0.00294369,0.000262894,0.002708651,0.00003973229,3.301614e-7,4.329756e-7,0.00001602483,0.005347124,0.9884717],"study_design_scores_gemma":[0.001175103,0.000975595,0.001019106,0.04058639,0.0008432702,0.02984682,0.00002103031,8.809359e-7,0.000001494723,0.00007959243,0.9251395,0.0003112438],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008473003,0.9969897,0.0001113056,0.0001485519,0.0004407802,0.0005821085,0.00001190049,0.00003716589,0.000831184],"genre_scores_gemma":[0.0002013008,0.9960883,0.001946209,0.0002708182,0.001030305,0.00001261971,0.00003500056,0.0001471971,0.0002681969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9881605,"threshold_uncertainty_score":0.9998472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144826128","doi":"10.1093/bja/88.2.227","title":"Ketorolac, diclofenac, and ketoprofen are equally safe for pain relief after major surgery","year":2002,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Ketorolac; Medicine; Diclofenac; Ketoprofen; Adverse effect; Anesthesia; Odds ratio; Analgesic; Surgery; Internal medicine; Pharmacology","retraction":null,"screen_n_in":null,"score":{"opus":0.01304173383801852,"gpt":0.2153440085500826,"spread":0.2023022747120641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002369158,0.0001884547,0.000689587,0.0001729667,0.0001119872,0.00006854074,0.00008680394,0.0001670855,0.0001893521],"category_scores_gemma":[0.0007558015,0.0001851702,0.0003083001,0.0001080716,0.00008752904,0.0001963971,0.00001625208,0.0003201486,0.00001113753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006071971,"about_ca_system_score_gemma":0.00007318112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002339566,"about_ca_topic_score_gemma":0.00003639078,"domain_scores_codex":[0.9981761,0.0002114211,0.0006582444,0.0001948236,0.0003781057,0.0003812887],"domain_scores_gemma":[0.9984313,0.0003545338,0.0004154569,0.0001546597,0.0002624976,0.000381505],"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":[0.001506029,0.0004036462,0.20868,0.0009161588,0.0002236888,0.02047593,0.0004832793,8.367949e-7,0.0002476489,0.00002752365,0.1750102,0.592025],"study_design_scores_gemma":[0.007126059,0.00316855,0.8095658,0.006823997,0.000600094,0.0223197,0.0004923986,0.0004919561,0.0005780511,0.0002995486,0.1476765,0.0008573375],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765966,0.0208616,0.0001969043,0.001612382,0.0002354663,0.0003416371,0.000008756441,0.00002132825,0.000125335],"genre_scores_gemma":[0.9916954,0.00379675,0.0009771624,0.001996377,0.0009534255,0.00002483041,0.000003013239,0.0000552411,0.0004978025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6008858,"threshold_uncertainty_score":0.7551022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117107733","doi":"10.1016/j.bja.2020.10.035","title":"Factors associated with rebound pain after peripheral nerve block for ambulatory surgery","year":2020,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Dalhousie University; Izaak Walton Killam Health Centre; Nova Scotia Health Authority","funders":"Nova Scotia Health Research Foundation","keywords":"Medicine; Ambulatory; Odds ratio; Anesthesia; Incidence (geometry); Perioperative; Surgery; Confidence interval; Nerve block; Univariate analysis; Internal medicine; Multivariate analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.03359965682517636,"gpt":0.2313447157783539,"spread":0.1977450589531775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160817,0.0001795501,0.0006039772,0.0000737345,0.00008767968,0.00008794331,0.00009983342,0.00009531042,0.00009922091],"category_scores_gemma":[0.000395955,0.000158343,0.0003752577,0.0001750424,0.00007784381,0.0001324038,0.000007130637,0.0002363989,0.000001106889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005883696,"about_ca_system_score_gemma":0.0001778795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001355032,"about_ca_topic_score_gemma":0.00002065068,"domain_scores_codex":[0.998428,0.0002244257,0.0004823375,0.0001765314,0.0003982444,0.0002903929],"domain_scores_gemma":[0.9987971,0.0002006423,0.0003484777,0.0000928557,0.0002404393,0.0003205109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001013253,0.000245136,0.9064047,0.0001794448,0.0005601326,0.008412264,0.0004781529,0.00004870885,0.00002449584,0.00001307389,0.06320844,0.01941215],"study_design_scores_gemma":[0.001616148,0.002151581,0.9530551,0.001122525,0.0004178896,0.0005738815,0.0008762864,0.0002113227,0.0000319107,0.00002437595,0.03961104,0.0003078824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946697,0.001350624,0.0005691506,0.003010992,0.00002487758,0.0002738743,0.000002638928,0.00003018779,0.0000679594],"genre_scores_gemma":[0.9920774,0.00007789188,0.000304822,0.006953384,0.0002523367,0.000007955458,0.00001295302,0.00005035928,0.0002629359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04665042,"threshold_uncertainty_score":0.645704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122478274","doi":"10.1093/bja/aer274","title":"Impact of preoperative maintenance or interruption of aspirin on thrombotic and bleeding events after elective non-cardiac surgery: the multicentre, randomized, blinded, placebo-controlled, STRATAGEM trial","year":2011,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Sanofi","keywords":"Medicine; Aspirin; Placebo; Randomized controlled trial; Surgery; Adverse effect; Cardiac surgery; Elective surgery; Abdominal surgery; Anesthesia; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03572310201700389,"gpt":0.3039096876080518,"spread":0.2681865855910479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003099265,0.0002525276,0.002956976,0.0002064692,0.00005352391,0.00003310204,0.0001176281,0.0001240458,0.00008103762],"category_scores_gemma":[0.001267479,0.0001453024,0.002027775,0.0001939246,0.0002580554,0.0002250034,0.00001927828,0.0003852978,0.000001689731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009066423,"about_ca_system_score_gemma":0.000274212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003006918,"about_ca_topic_score_gemma":0.00002343155,"domain_scores_codex":[0.9969508,0.0008486355,0.00119062,0.0002029715,0.0005146302,0.0002923276],"domain_scores_gemma":[0.9967327,0.001582073,0.000914005,0.0001649889,0.0004364529,0.0001697956],"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":[0.9444544,0.00050202,0.04209387,0.00005132304,0.002073206,0.0007176431,0.001076561,0.000008789227,0.00003953986,0.00004728687,0.00008143597,0.008853951],"study_design_scores_gemma":[0.5000109,0.004708951,0.4884366,0.002194968,0.001732939,0.001459677,0.0008544812,0.0001293269,0.0002021555,0.00004080963,0.00001759819,0.0002115715],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962141,0.0009418097,0.0001004157,0.00009369627,0.0001572433,0.001967743,0.000008980088,0.000005281117,0.0005107453],"genre_scores_gemma":[0.9970237,0.002381417,0.0001881111,0.00005729926,0.0001554965,0.00003656038,0.000001555039,0.0000255327,0.0001303434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4463428,"threshold_uncertainty_score":0.5925261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105879390","doi":"10.1093/bja/aer200","title":"Efficacy of low-dose bupivacaine in spinal anaesthesia for Caesarean delivery: systematic review and meta-analysis","year":2011,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Spinal anesthesia; Medicine; Caesarean delivery; Bupivacaine; Meta-analysis; Anesthesia; Caesarean section; Pregnancy; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.0725406944439136,"gpt":0.3287369934773783,"spread":0.2561962990334647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.004168803,0.0006865685,0.01580641,0.001231802,0.00006114457,0.00005346557,0.0005948911,0.000302079,0.00009449056],"category_scores_gemma":[0.0004302802,0.0005445017,0.005966401,0.001247571,0.0001442909,0.0001421293,0.00004299643,0.0005621536,0.000004653185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243055,"about_ca_system_score_gemma":0.0003262998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001420524,"about_ca_topic_score_gemma":0.00003727668,"domain_scores_codex":[0.9937233,0.0009724017,0.003796193,0.0005051743,0.0005630659,0.0004398898],"domain_scores_gemma":[0.9946415,0.0002012277,0.003652947,0.0006698697,0.0005006046,0.0003338557],"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":[0.0001087348,0.0004221357,0.00003223063,0.8444022,0.0693064,0.003099698,0.00004496831,7.447622e-7,1.451476e-8,0.0001175316,0.000464804,0.08200057],"study_design_scores_gemma":[0.0008071248,0.00106235,0.0004879454,0.2172715,0.7409344,0.005350198,0.00002267943,0.000002849963,7.336622e-8,0.00001907123,0.03366812,0.0003736487],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002008241,0.9951318,0.00007713513,0.0002191638,0.000009257556,0.004310374,0.00001339917,0.00001135547,0.00002671317],"genre_scores_gemma":[0.000633441,0.9965958,0.001405771,0.0008277646,0.00004690222,0.0001447164,0.00003884468,0.0000936959,0.0002130533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6716281,"threshold_uncertainty_score":0.9997007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152571335","doi":"10.1093/bja/aeu266","title":"Videolaryngoscopy as a new standard of care","year":2014,"lang":"en","type":"editorial","venue":"British Journal of Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; Montreal General Hospital","funders":"","keywords":"Laryngoscopes; Laryngoscopy; Medicine; Intubation; Video laryngoscope; Airway management; Tracheal intubation; Anesthesia; Endotracheal intubation; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.004903358457453844,"gpt":0.2690574564466537,"spread":0.2641540979891999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000527607,0.0002271158,0.001186634,0.0003445453,0.00004727444,0.00007381001,0.000342231,0.0005191698,0.0007121494],"category_scores_gemma":[0.00156137,0.0002460214,0.0004661318,0.0001578435,0.00007988692,0.0001723624,0.00004064521,0.0009086261,0.000009725425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161955,"about_ca_system_score_gemma":0.001587578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002981825,"about_ca_topic_score_gemma":0.00003564065,"domain_scores_codex":[0.9971932,0.00007972411,0.0009542856,0.0001910838,0.001383925,0.0001978151],"domain_scores_gemma":[0.996571,0.00006664642,0.001216434,0.0002458271,0.001602633,0.0002974778],"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":[0.0005177808,0.00002639333,0.0000437093,0.0003779683,0.0001101722,0.0001447795,0.00008034121,3.228482e-7,0.000004782141,0.00004418108,0.8172182,0.1814313],"study_design_scores_gemma":[0.001412774,0.01744313,0.00006593425,0.005860133,0.0004652088,0.00008811325,0.0001027034,6.835289e-7,0.0006675164,0.000392844,0.9733168,0.0001841646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01531189,0.09207452,0.007377362,0.003282771,0.7951677,0.002027813,0.0001737132,0.0003143516,0.08426983],"genre_scores_gemma":[0.0030436,0.08166216,0.007051802,0.000196275,0.8921031,0.000004727616,0.0002000355,0.0001666845,0.01557165],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1812472,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112319366","doi":"10.1093/bja/aer160","title":"Complex procedural skills are retained for a minimum of 1 yr after a single high-fidelity simulation training session","year":2011,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario; Ottawa Hospital; University of Ottawa; University of Toronto; St. Michael's Hospital","funders":"University of Toronto","keywords":"Session (web analytics); Fidelity; Training (meteorology); High fidelity; Computer science; Psychology; Engineering; Meteorology; Geography; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.08785225366275776,"gpt":0.3309388206510148,"spread":0.243086566988257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005613795,0.0001342372,0.0005085428,0.000187886,0.00008658178,0.00002040663,0.00009461417,0.0001273768,0.0001644649],"category_scores_gemma":[0.000634503,0.0001436453,0.0001944838,0.0002094724,0.00007447024,0.0002179786,0.000007887432,0.000183629,0.000001091438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511476,"about_ca_system_score_gemma":0.0004463175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001038261,"about_ca_topic_score_gemma":0.00002241313,"domain_scores_codex":[0.9980063,0.0001004652,0.001117189,0.0001774874,0.0003621557,0.0002363409],"domain_scores_gemma":[0.9965413,0.0001891067,0.001063698,0.0001558642,0.001837397,0.0002126994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007877679,0.003530309,0.7638629,0.002614725,0.000283004,0.0006637143,0.03136746,0.002412667,0.00209251,0.00008606429,0.002525469,0.1826835],"study_design_scores_gemma":[0.002414125,0.001250805,0.9860092,0.002591089,0.0001343999,0.0005466476,0.003091983,0.002627365,0.0003922393,0.0006689825,0.000122286,0.0001508435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960572,0.0003432508,0.002067998,0.0007952329,0.0001405149,0.0005273193,0.00002117269,0.00001984129,0.00002753483],"genre_scores_gemma":[0.9792734,0.00001369337,0.01965925,0.0006595626,0.0002897579,0.0000136049,0.0000258515,0.00003381782,0.00003109077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221463,"threshold_uncertainty_score":0.5857686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126972458","doi":"10.1093/bja/aep241","title":"Assessment of procedural skills in anaesthesia","year":2009,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; SickKids Foundation; University of Ottawa; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Regional anaesthesia; Anesthesia; Psychology; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03172254951261874,"gpt":0.3594736620602247,"spread":0.327751112547606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009369066,0.0002834555,0.002816632,0.0003732903,0.00002915487,0.00004075137,0.0002212025,0.0002953724,0.0001049241],"category_scores_gemma":[0.0001832708,0.000257753,0.000912156,0.0006088328,0.00006851224,0.0001214499,0.00001286363,0.0009111053,0.000003164866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001863478,"about_ca_system_score_gemma":0.0008218459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001973299,"about_ca_topic_score_gemma":0.00001016562,"domain_scores_codex":[0.9967967,0.0002168744,0.001862984,0.0002147072,0.0006220193,0.0002867694],"domain_scores_gemma":[0.9979404,0.00008198227,0.001332014,0.0001610228,0.000242878,0.0002417174],"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":[0.00001245309,0.0004288596,0.0007599074,0.001818419,0.00008371144,0.005375948,0.00001558457,0.000008341649,3.5671e-8,0.00006448011,0.00007814892,0.9913541],"study_design_scores_gemma":[0.002589425,0.001020955,0.06288449,0.08658538,0.0007287373,0.01547941,0.00003190607,0.00001876238,2.231829e-7,0.00005402131,0.8303101,0.0002966089],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004686786,0.9924664,0.00001298061,0.00007430735,0.00004985346,0.000410793,0.000003164517,0.00001159924,0.002284041],"genre_scores_gemma":[0.02149074,0.9765041,0.001536716,0.0001878268,0.0001533347,0.000003489251,0.00001500546,0.00004112049,0.00006770101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9910575,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2764127669","doi":"10.1093/bja/aex254","title":"Tissue Doppler assessment of diastolic function and relationship with mortality in critically ill septic patients: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Septic shock; Sepsis; Internal medicine; Doppler imaging; Confidence interval; Cardiology; Subgroup analysis; Meta-analysis; Diastole; Shock (circulatory); Strictly standardized mean difference; Heart failure; Blood pressure","retraction":null,"screen_n_in":null,"score":{"opus":0.08214298709022584,"gpt":0.3698848750800566,"spread":0.2877418879898308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001841422,0.0002845931,0.007651985,0.0004507387,0.00007039194,0.00007256738,0.00009579008,0.0001688878,0.00005863592],"category_scores_gemma":[0.0008783898,0.0001934974,0.001776013,0.0003783877,0.0001241639,0.0001687257,0.00002117087,0.0005188058,8.167251e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009010701,"about_ca_system_score_gemma":0.0002140349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001248253,"about_ca_topic_score_gemma":0.0001239566,"domain_scores_codex":[0.9965542,0.0007596739,0.001637956,0.0002651924,0.0006378418,0.0001451612],"domain_scores_gemma":[0.9967669,0.0001234537,0.001533036,0.0004384074,0.0009412106,0.0001970042],"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":[0.00001144112,0.0002974738,0.02669068,0.7763603,0.1554408,0.0005972619,0.00002005313,0.000001582059,7.638555e-9,0.00004762501,0.00009536125,0.04043743],"study_design_scores_gemma":[0.0003993496,0.0003200552,0.1685799,0.06507991,0.7584866,0.002950713,0.00001382702,9.160017e-7,4.948698e-9,0.000005580135,0.004008518,0.0001546452],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005895362,0.9975939,0.0003271553,0.00006812924,0.00002078257,0.001321669,0.0000245803,0.000004509594,0.00004975574],"genre_scores_gemma":[0.0101613,0.9892135,0.0002857331,0.0001538713,0.00001725122,0.00004269357,0.00003165289,0.0000281103,0.00006594062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7112803,"threshold_uncertainty_score":0.7890593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588664152","doi":"10.1093/bja/aew435","title":"When fasted is not empty: a retrospective cohort study of gastric content in fasted surgical patients","year":2016,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Stomach; Gastric Content; Retrospective cohort study; Cohort; Perioperative; Incidence (geometry); Antrum; Cohort study; Internal medicine; Gastric emptying; Gastroenterology; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.01832628405551772,"gpt":0.2396094334746862,"spread":0.2212831494191685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007312612,0.0001806452,0.001046674,0.0003842816,0.0000286994,0.00002164032,0.0001570155,0.0001073887,0.0001579828],"category_scores_gemma":[0.0003515177,0.0001468974,0.0002338088,0.0003308943,0.00007793375,0.0002167216,0.00003840569,0.0003344533,0.000006460768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003107677,"about_ca_system_score_gemma":0.0001215201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003579117,"about_ca_topic_score_gemma":0.0001231541,"domain_scores_codex":[0.997076,0.0002362212,0.001176142,0.0002779189,0.0009216042,0.0003120656],"domain_scores_gemma":[0.9979246,0.00009729998,0.000703378,0.0002151618,0.0008500959,0.0002094486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001176954,0.001906269,0.9456906,0.00001459224,0.0001962592,0.004317544,0.0002991767,4.223586e-7,0.000295882,7.560255e-7,0.0009314641,0.04517005],"study_design_scores_gemma":[0.008896134,0.003682621,0.9825611,0.001553171,0.000109356,0.001952303,0.0002507688,0.000002091441,0.0006791906,0.0000130107,0.0001589168,0.0001413779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998593,0.0002235215,0.00003941438,0.0002485126,0.0001509285,0.0005598271,0.00001777923,0.0000109545,0.0001560679],"genre_scores_gemma":[0.9988528,0.0004284103,0.0001327183,0.0001380748,0.00006836573,0.00000872492,0.000001759765,0.00003025742,0.0003389268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04502868,"threshold_uncertainty_score":0.5990301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3142019920","doi":"10.1016/j.bja.2021.02.016","title":"Morbidity and mortality after anaesthesia in early life: results of the European prospective multicentre observational study, neonate and children audit of anaesthesia practice in Europe (NECTARINE)","year":2021,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":170,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Children's Hospital","funders":"European Society of Anaesthesiology","keywords":"Medicine; Observational study; Relative risk; Confidence interval; General anaesthesia; Incidence (geometry); Prospective cohort study; Anesthesia; Pediatrics; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03849008727428641,"gpt":0.2916207892273991,"spread":0.2531307019531127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002334018,0.0002556636,0.0006288563,0.000208459,0.0001173471,0.0001360025,0.0005329459,0.0000782537,0.000006060263],"category_scores_gemma":[0.006090022,0.0002387763,0.0001111516,0.001350686,0.0004435823,0.0007357525,0.0002371142,0.0008463304,0.000001265909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004666815,"about_ca_system_score_gemma":0.0004200425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656107,"about_ca_topic_score_gemma":0.001154906,"domain_scores_codex":[0.9932806,0.00350188,0.001239932,0.0005884616,0.001010498,0.00037865],"domain_scores_gemma":[0.9976223,0.0002929541,0.0009021541,0.0003887988,0.0005948019,0.0001989531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007831301,0.001240889,0.9802001,0.00002935024,0.00002858825,0.008358133,0.001516886,0.00005526733,0.001405429,0.00006149339,0.00002340707,0.006297317],"study_design_scores_gemma":[0.002895867,0.0007231159,0.9911367,0.0003181236,0.00005428696,0.002247614,0.0003320314,0.00005192269,0.001897233,0.00007209848,0.00007077519,0.0002002214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970118,0.0007201456,0.000001786565,0.0012328,0.0000232969,0.0007613405,0.00002187675,0.000008173353,0.0002187938],"genre_scores_gemma":[0.9973291,0.002063866,0.000159417,0.000323776,0.00004394804,0.000007506139,9.99624e-7,0.00003892866,0.00003249052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109366,"threshold_uncertainty_score":0.9737016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884186108","doi":"10.1016/j.bja.2018.05.070","title":"Persistent postoperative pain after total knee arthroplasty: a prospective cohort study of potential risk factors","year":2018,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McMaster University; Auckland University of Technology, New Zealand","keywords":"Medicine; Prospective cohort study; Total knee arthroplasty; Arthroplasty; Cohort; Cohort study; Knee pain; Postoperative pain; Physical therapy; Surgery; Anesthesia; Osteoarthritis; Internal medicine; Alternative medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.005986534594162245,"gpt":0.2234386723962136,"spread":0.2174521378020514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009102318,0.0002571992,0.0008374168,0.0002187662,0.0001994932,0.00006518212,0.00008008543,0.0001012293,0.0003088929],"category_scores_gemma":[0.0004964498,0.000235339,0.0004766294,0.0002417293,0.0003633131,0.0002859915,0.00005107068,0.0005529282,0.00001680166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438617,"about_ca_system_score_gemma":0.0001837374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005551698,"about_ca_topic_score_gemma":0.0003949608,"domain_scores_codex":[0.9972658,0.0004781378,0.0008025416,0.000304533,0.000816441,0.0003325428],"domain_scores_gemma":[0.9979767,0.0000610854,0.000570535,0.0002223371,0.000895738,0.0002736679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001112873,0.001513686,0.9794774,0.00001265235,0.001005125,0.002672185,0.00413718,0.00002882303,0.0000825648,0.000001448733,0.0004503102,0.009505738],"study_design_scores_gemma":[0.00404958,0.02434251,0.9524734,0.0002593982,0.0006035506,0.006383341,0.01140644,0.00005378895,0.0001031399,0.000006779831,0.0001129435,0.0002051291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978417,0.000540116,0.00009246219,0.0001211138,0.0003502298,0.0009052294,0.00002106337,0.00002089537,0.0001072502],"genre_scores_gemma":[0.9988112,0.00008161544,0.00038793,0.0000829287,0.0003091301,0.00001047915,0.000002122071,0.00004400799,0.0002705206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02700401,"threshold_uncertainty_score":0.9596846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}