{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":71,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":71,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"45ed30e38801","filters":{"venue":"International Journal of Emergency Medicine"}},"results":[{"id":"W1971442119","doi":"10.1007/s12245-010-0217-5","title":"Acute wound management: revisiting the approach to assessment, irrigation, and closure considerations","year":2010,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital; University of Toronto","funders":"Baxter Healthcare Corporation","keywords":"Medicine; Closure (psychology); Angiology; Wound closure; Intensive care medicine; Surgery; Internal medicine; Wound healing","authors":[{"name":"Bret A. Nicks","is_ca":false},{"name":"Elizabeth A. Ayello","is_ca":true},{"name":"Kevin Woo","is_ca":true},{"name":"Diane Nitzki‐George","is_ca":false},{"name":"R. Gary Sibbald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03671609948712182,"gpt":0.380651533929718,"spread":0.3439354344425962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005915615,0.0001036212,0.0002039518,0.0001472483,0.0001056385,0.00001746832,0.000150421,0.0000393868,0.001472295],"category_scores_gemma":[0.0003656309,0.00005746048,0.00009008984,0.0001346127,0.00006987582,0.0001055299,0.00004588543,0.0003824981,0.00000306314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001838488,"about_ca_system_score_gemma":0.00003349629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005825969,"about_ca_topic_score_gemma":0.000003000845,"domain_scores_codex":[0.998558,0.00003381725,0.0005760584,0.0001245994,0.0005998815,0.0001076407],"domain_scores_gemma":[0.9986852,0.0001124824,0.000259114,0.0001207436,0.0006632451,0.0001592601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005031147,0.0004107924,0.09390105,0.0001548159,0.005541272,0.0006321275,0.003325398,0.00006853656,0.05373181,0.6996822,0.1193183,0.02273049],"study_design_scores_gemma":[0.005090775,0.0004490144,0.5758906,0.0006172321,0.001357769,0.003797234,0.002932712,0.0004845111,0.0003173514,0.03972763,0.3690112,0.0003239658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5874795,0.0009771328,0.004495996,0.2286564,0.008749403,0.0005998057,0.00001231981,0.00002518001,0.1690042],"genre_scores_gemma":[0.9871805,0.0005164906,0.00461602,0.001401442,0.004627574,0.000006624699,0.00001126924,0.00001127535,0.001628804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6599546,"threshold_uncertainty_score":0.9994405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786238427","doi":"10.1186/s12245-018-0164-0","title":"Patient understanding of discharge instructions in the emergency department: do different patients need different approaches?","year":2018,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital; University Health Network","funders":"","keywords":"Medicine; Emergency department; Angiology; Medical emergency; Emergency medicine; Internal medicine; Nursing","authors":[{"name":"Hasan Sheikh","is_ca":true},{"name":"Aleksandar Brezar","is_ca":true},{"name":"Agata Dzwonek","is_ca":true},{"name":"Lawrence Yau","is_ca":true},{"name":"Lisa A. Calder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1567104353174885,"gpt":0.4052700763951801,"spread":0.2485596410776916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000489162,0.0001943768,0.0003344437,0.0004998021,0.00008650614,0.000004701434,0.0005586676,0.00008760275,0.004524364],"category_scores_gemma":[0.0003567064,0.0001058573,0.0001692131,0.0002787272,0.000124835,0.00008373635,0.00005385275,0.0003540605,0.000008961163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879802,"about_ca_system_score_gemma":0.00002684481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005129983,"about_ca_topic_score_gemma":0.0000899263,"domain_scores_codex":[0.9964026,0.0003061426,0.001668684,0.0002000196,0.001165801,0.0002567117],"domain_scores_gemma":[0.9981024,0.0001256413,0.000940576,0.0002432335,0.0004643214,0.0001237936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001676606,0.006284364,0.755549,0.00007674349,0.001764266,0.0002113627,0.08900596,0.00002402872,0.0003552911,0.03910357,0.02615605,0.07979278],"study_design_scores_gemma":[0.003529564,0.002869553,0.9365243,0.0006466411,0.0001074814,0.0001590199,0.03136496,0.00006706143,0.00004432743,0.01996362,0.004460182,0.0002633341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668337,0.0003487644,0.001516123,0.002479742,0.02473086,0.0002308589,0.00003002823,0.000005054327,0.003824906],"genre_scores_gemma":[0.998261,0.0003715837,0.00001900963,0.0000452863,0.001192563,0.00001133223,0.00001991038,0.00001523567,0.00006410216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1809753,"threshold_uncertainty_score":0.9963856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114857818","doi":"10.1007/s12245-010-0200-1","title":"Epidemiology of injuries presenting to the national hospital in Kampala, Uganda: implications for research and policy","year":2010,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Epidemiology; Angiology; Family medicine; Medical emergency; Emergency medicine; Pathology; Psychiatry","authors":[{"name":"Renee Y. Hsia","is_ca":false},{"name":"Doruk Ozgediz","is_ca":true},{"name":"Milton Mutto","is_ca":false},{"name":"Sudha Jayaraman","is_ca":false},{"name":"Patrick Kyamanywa","is_ca":false},{"name":"Olive Kobusingye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2201943243076729,"gpt":0.5472845891020938,"spread":0.3270902647944208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002355494,0.00008906278,0.0003121521,0.0006778642,0.00007612881,0.000001030085,0.0002837065,0.00005318684,0.0001167756],"category_scores_gemma":[0.01774135,0.00005550412,0.00008580695,0.0003730373,0.0002370196,0.00007442197,0.00008177769,0.000362645,0.000001051228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004690061,"about_ca_system_score_gemma":0.0001838407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001960502,"about_ca_topic_score_gemma":0.0002893957,"domain_scores_codex":[0.9981509,0.0000514506,0.0009794905,0.0001379048,0.0004741541,0.0002060783],"domain_scores_gemma":[0.9949582,0.000744921,0.0002806428,0.00008509743,0.00382341,0.0001077061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001768909,0.0001526854,0.9248796,0.00003117812,0.0002151665,0.000001039932,0.002528051,0.000009050461,0.006341599,0.03370921,0.02976114,0.00219441],"study_design_scores_gemma":[0.0006704728,0.0005257246,0.9549747,0.00008677845,0.00002029494,0.00002928541,0.0006116021,0.000014935,0.000155988,0.02725655,0.01560982,0.00004381542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8088111,0.0007362562,0.0002238213,0.1859454,0.002183736,0.0002754753,0.00002693006,0.000003048768,0.00179426],"genre_scores_gemma":[0.9946557,0.0006341299,0.0006295937,0.0001907416,0.003558325,0.00003193602,0.00000580545,0.00000896147,0.000284864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1858446,"threshold_uncertainty_score":0.9905326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735442467","doi":"10.1186/s12245-017-0149-4","title":"Team communication patterns in emergency resuscitation: a mixed methods qualitative analysis","year":2017,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Carleton University; Ottawa Hospital","funders":"","keywords":"Medicine; Resuscitation; Medical emergency; Angiology; Emergency medical services; Cardiopulmonary resuscitation; Qualitative analysis; Emergency medicine; Qualitative research; Internal medicine","authors":[{"name":"Lisa A. Calder","is_ca":true},{"name":"George Mastoras","is_ca":true},{"name":"Mitra Rahimpour","is_ca":true},{"name":"Benjamin Sohmer","is_ca":true},{"name":"Brian Weitzman","is_ca":true},{"name":"A. Adam Cwinn","is_ca":true},{"name":"Tara Hobin","is_ca":true},{"name":"Avi Parush","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1891297509794424,"gpt":0.6004916669656942,"spread":0.4113619159862518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004346401,0.0001991103,0.0006222069,0.001472756,0.0001838937,0.00001447394,0.0008726289,0.0001121771,0.005206154],"category_scores_gemma":[0.005244264,0.0001691416,0.0003131087,0.0005696181,0.0001087995,0.0004461512,0.00007210521,0.0004816594,0.00001118738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003755193,"about_ca_system_score_gemma":0.0002666604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532405,"about_ca_topic_score_gemma":0.0004960211,"domain_scores_codex":[0.9952609,0.0007770291,0.002399067,0.0002452992,0.001110676,0.0002070362],"domain_scores_gemma":[0.9912936,0.0005882045,0.002536279,0.0007899046,0.004556868,0.0002351113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00040673,0.0002996759,0.944896,0.0000731143,0.001532874,0.00001751504,0.03811003,0.0003391039,0.0004326052,0.0009747642,0.008261018,0.00465658],"study_design_scores_gemma":[0.00199851,0.0002329165,0.9620461,0.0004759586,0.0005886003,0.00001738723,0.02645101,0.001669055,0.0001245927,0.005108631,0.001133326,0.0001538606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8959314,0.001908201,0.01919213,0.06477121,0.01393738,0.0003526635,0.00002598345,0.00001975812,0.003861299],"genre_scores_gemma":[0.9886518,0.002127324,0.007012066,0.0001318295,0.0012344,0.00002119563,0.0001230257,0.00002135823,0.000677067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09272036,"threshold_uncertainty_score":0.9957032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291014778","doi":"10.1186/s12245-022-00438-0","title":"Patient-centered care in the emergency department: a systematic review and meta-ethnographic synthesis","year":2022,"lang":"en","type":"review","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. John’s Health Sciences Centre; Newfoundland and Labrador Centre for Applied Health Research; Health Sciences Centre; University of British Columbia; Memorial University of Newfoundland","funders":"Canadian Mental Health Association","keywords":"Emergency department; Medicine; CLARITY; Context (archaeology); Stakeholder; Nursing; Intervention (counseling); Patient satisfaction; Health care; Medical education; Public relations","authors":[{"name":"Anna Walsh","is_ca":true},{"name":"Elnaz Bodaghkhani","is_ca":true},{"name":"Holly Etchegary","is_ca":true},{"name":"Lindsay Alcock","is_ca":true},{"name":"Christopher Patey","is_ca":true},{"name":"Dorothy Senior","is_ca":true},{"name":"Shabnam Asghari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1140601596411685,"gpt":0.4023020562704175,"spread":0.288241896629249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001498171,0.0006214094,0.004879805,0.0008580209,0.0001131811,0.00000455305,0.0008454646,0.0001090373,0.007651079],"category_scores_gemma":[0.002926464,0.0003095653,0.001873772,0.0008852904,0.0000799886,0.0001164952,0.000172022,0.0008792506,0.000004527038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712856,"about_ca_system_score_gemma":0.000138174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002496783,"about_ca_topic_score_gemma":0.00003301765,"domain_scores_codex":[0.9925814,0.0009274714,0.004100621,0.0003597371,0.001747133,0.000283601],"domain_scores_gemma":[0.9956416,0.000374763,0.002594369,0.0004544293,0.0007990393,0.000135772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005303398,0.0003241636,0.00006509259,0.8897295,0.03049033,0.0007440122,0.003052268,1.518746e-7,2.510295e-7,0.0000826449,0.04919504,0.02626354],"study_design_scores_gemma":[0.0002806081,0.0005454632,0.000007171577,0.1405782,0.1438593,0.0008940528,0.002518098,1.606706e-7,1.010841e-7,0.00003146072,0.7110502,0.0002351625],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001208954,0.9906325,0.000002350288,0.001925246,0.003963564,0.002010415,0.0001402372,0.000009722763,0.001303856],"genre_scores_gemma":[0.0001359136,0.9979768,0.00001458073,0.000424023,0.0004330293,0.0007595625,0.0001051242,0.0000464654,0.0001045371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7491512,"threshold_uncertainty_score":0.9999356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736244222","doi":"10.1186/s12245-017-0150-y","title":"Risk factors for recurrent emergency department visits for hyperglycemia in patients with diabetes mellitus","year":2017,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa; Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Emergency department; Diabetic ketoacidosis; Diabetes mellitus; Odds ratio; Confidence interval; Logistic regression; Ketoacidosis; Internal medicine; Pediatrics; Insulin; Emergency medicine; Type 1 diabetes; Endocrinology","authors":[{"name":"Justin W. Yan","is_ca":true},{"name":"K. Gushulak","is_ca":true},{"name":"M. Columbus","is_ca":true},{"name":"Kristine Van Aarsen","is_ca":true},{"name":"A. Hamelin","is_ca":true},{"name":"George A. Wells","is_ca":true},{"name":"Ian G. Stiell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02872173066216468,"gpt":0.3435765496814019,"spread":0.3148548190192372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003930546,0.0002617251,0.0006221158,0.0002526732,0.0001634226,0.0000105713,0.0004632873,0.00009907466,0.0004827961],"category_scores_gemma":[0.002743854,0.0001688676,0.0002912486,0.00005697532,0.00006372194,0.0002315666,0.00004039675,0.000233062,0.000001726807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362454,"about_ca_system_score_gemma":0.00008048602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002566697,"about_ca_topic_score_gemma":0.00003740184,"domain_scores_codex":[0.9973205,0.00002703981,0.001227225,0.0002674215,0.0008054372,0.0003524134],"domain_scores_gemma":[0.9961756,0.0001548049,0.0009634556,0.0002827971,0.002161008,0.0002623107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0074723,0.0007284915,0.9762573,0.00007339864,0.0006953954,0.000007168021,0.0003070369,0.00001077642,0.0001032102,0.0001738628,0.004117101,0.01005401],"study_design_scores_gemma":[0.02704726,0.01236971,0.9328798,0.0007654632,0.0007651711,0.000002459378,0.0001437547,0.0003268885,0.000207051,0.001573015,0.02361741,0.0003020336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858122,0.0009103512,0.0007171006,0.002042717,0.009234241,0.0007824141,0.0001729121,0.000007559734,0.0003204651],"genre_scores_gemma":[0.9966459,0.001184318,0.0004874953,0.00005509084,0.001181628,0.000051617,0.0001551599,0.0000298638,0.000208963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04337746,"threshold_uncertainty_score":0.6886222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027194829","doi":"10.1186/1865-1380-6-26","title":"A review of published literature on emergency medicine training programs in low- and middle-income countries","year":2013,"lang":"en","type":"review","venue":"International Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Low and middle income countries; Middle income country; Alternative medicine; Training (meteorology); Angiology; Family medicine; Medical education; Developing country; Internal medicine; Pathology; Socioeconomics; Economic growth","authors":[{"name":"Anna Nowacki","is_ca":true},{"name":"Megan Landes","is_ca":true},{"name":"Aklilu Azazh","is_ca":false},{"name":"Lisa M. Puchalski Ritchie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1491670554409621,"gpt":0.4189772540846893,"spread":0.2698101986437272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001972039,0.0008134994,0.004601559,0.001729524,0.00004487525,0.000006798407,0.0007391396,0.0003313416,0.007874176],"category_scores_gemma":[0.003289593,0.0004806462,0.0008068028,0.001281477,0.0002838512,0.0003393996,0.0001080587,0.001318504,0.00001015561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056882,"about_ca_system_score_gemma":0.0003660096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008085819,"about_ca_topic_score_gemma":0.00002765333,"domain_scores_codex":[0.9909057,0.0002265701,0.005952605,0.0005265966,0.001941921,0.0004466229],"domain_scores_gemma":[0.9920226,0.000190941,0.003353759,0.0004256548,0.003647688,0.0003593227],"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":[0.000271833,0.0004427073,0.001680212,0.469658,0.004019805,0.0004135976,0.006669336,2.217431e-7,0.000003404568,0.0006928287,0.06701964,0.4491284],"study_design_scores_gemma":[0.0009140945,0.001031845,0.0003118475,0.5247774,0.001034845,0.0003032195,0.0003138387,8.369328e-7,1.65708e-7,0.0001443534,0.4709614,0.0002061739],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002500491,0.9744913,0.000006841058,0.005519669,0.01372519,0.001079156,0.00003190255,0.00001837909,0.004877506],"genre_scores_gemma":[0.0003557107,0.9936525,0.00006874198,0.0001898897,0.004214116,0.00008095577,0.0001802731,0.00007330355,0.001184565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4489222,"threshold_uncertainty_score":0.9997645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1892231948","doi":"10.1186/s12245-015-0080-5","title":"Reliability of Canadian Emergency Department Triage and Acuity Scale (CTAS) in Saudi Arabia","year":2015,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; McMaster University","funders":"King Abdullah International Medical Research Center","keywords":"Medicine; Triage; Emergency department; Medical emergency; Reliability (semiconductor); Scale (ratio); Emergency medicine; Nursing","authors":[{"name":"Mustafa Alquraini","is_ca":true},{"name":"Emad Awad","is_ca":true},{"name":"Ra’ed Hijazi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05796608872928834,"gpt":0.3602237800849985,"spread":0.3022576913557102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001396166,0.0001820369,0.0005791683,0.000892602,0.00002891287,0.000001196946,0.0002361075,0.00007858773,0.001420353],"category_scores_gemma":[0.002242244,0.0001339745,0.0001436108,0.0005339676,0.0001116426,0.0001673558,0.00005321102,0.0002810389,0.000003351476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231503,"about_ca_system_score_gemma":0.0003015871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0134828,"about_ca_topic_score_gemma":0.02701606,"domain_scores_codex":[0.9970995,0.00008177274,0.001531847,0.0001955544,0.0008589533,0.0002324104],"domain_scores_gemma":[0.9968235,0.00003914444,0.0004796874,0.0001768053,0.002003317,0.0004775287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007856904,0.0003501,0.7901904,0.00009533898,0.0003874687,0.0001949868,0.003089668,0.00002445592,0.002490483,0.0002325591,0.1998336,0.002325237],"study_design_scores_gemma":[0.006360172,0.001942998,0.8712668,0.0007260757,0.000368275,0.0002021378,0.003114102,0.00007300456,0.0008777307,0.00421282,0.1105706,0.000285295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962061,0.008022385,0.00004294173,0.01024464,0.00748805,0.0002161942,0.00003978561,0.000005666639,0.01187929],"genre_scores_gemma":[0.975539,0.02277811,0.0002120323,0.0001018578,0.0009051164,0.000005110681,0.00001896168,0.00001226231,0.0004275765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08926298,"threshold_uncertainty_score":0.9994925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166768939","doi":"10.1186/s12245-014-0049-9","title":"Establishing research priorities for patient safety in emergency medicine: a multidisciplinary consensus panel","year":2015,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Calgary; University of Ottawa","funders":"Leslie Dan Faculty of Pharmacy, University of Toronto; Canadian Institutes of Health Research; University of Toronto; Dalhousie University; University of Alberta; Children's National Hospital; University of Ottawa; Rush University; George Washington University","keywords":"Medicine; Delphi method; Multidisciplinary approach; Patient safety; Context (archaeology); Pediatric emergency medicine; Health care; Medical emergency; Emergency department; Family medicine; Medical education; Nursing","authors":[{"name":"Amy C. Plint","is_ca":true},{"name":"Antonia Stang","is_ca":true},{"name":"Lisa Calder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4822619161614194,"gpt":0.5711619949251544,"spread":0.08890007876373496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008818183,0.0002013718,0.0005132682,0.001066228,0.0002842144,4.792037e-7,0.0007033038,0.0001796953,0.002526512],"category_scores_gemma":[0.02657217,0.000148294,0.0001077769,0.0005930785,0.0002282099,0.0002725625,0.0001806564,0.00115728,0.00002323506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006263299,"about_ca_system_score_gemma":0.001029729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006341459,"about_ca_topic_score_gemma":0.0003841314,"domain_scores_codex":[0.9926054,0.0008800972,0.003459152,0.0002693657,0.002240304,0.0005457126],"domain_scores_gemma":[0.9896575,0.001648279,0.001639178,0.0002369744,0.006338491,0.000479541],"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":[0.004756695,0.0004663603,0.2652551,0.0003486554,0.0002949469,0.0000981507,0.1448412,0.0006755328,0.001198956,0.005487673,0.5726659,0.003910852],"study_design_scores_gemma":[0.01476131,0.003433403,0.1084743,0.005237474,0.0001003443,0.00004361242,0.1918982,0.001485248,0.00002858119,0.02879185,0.6453175,0.0004281255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6759391,0.00545325,0.005436957,0.1624944,0.1142797,0.002099508,0.0001055234,0.00005056362,0.03414091],"genre_scores_gemma":[0.9832905,0.003737447,0.0006510816,0.0002127191,0.0068205,0.0001107212,0.00007782018,0.00004203992,0.005057185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3073514,"threshold_uncertainty_score":0.9983853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114086653","doi":"10.1186/1865-1380-7-16","title":"Evaluating the effect of emergency department crowding on triage destination","year":2014,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Crowding; Medicine; Triage; Emergency department; Emergency medicine; Chest pain; Overcrowding; Medical emergency; Internal medicine","authors":[{"name":"Erin S. O’Connor","is_ca":true},{"name":"Mathieu Gatien","is_ca":true},{"name":"Cindy Weir","is_ca":true},{"name":"Lisa Calder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0845170429418824,"gpt":0.4552434829701997,"spread":0.3707264400283173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003157286,0.0002070096,0.0004890093,0.0002713397,0.00009778371,0.000001929402,0.0003365362,0.0000499349,0.001801439],"category_scores_gemma":[0.008147504,0.0001119584,0.0003084047,0.0002599408,0.00005958359,0.00009620126,0.00004725541,0.0002894444,0.000008224743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008482875,"about_ca_system_score_gemma":0.00003631102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001607232,"about_ca_topic_score_gemma":0.000004194603,"domain_scores_codex":[0.9964773,0.0002808413,0.00141276,0.0001650444,0.001487627,0.0001764366],"domain_scores_gemma":[0.9968128,0.0004706728,0.00103097,0.0001984463,0.001393209,0.00009394036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01141687,0.0008736744,0.2995774,0.0007615229,0.006266437,0.0001297292,0.004927522,0.001961396,0.1998465,0.006553157,0.2582054,0.2094804],"study_design_scores_gemma":[0.05315929,0.1853141,0.4457113,0.01260334,0.009533949,0.0008508771,0.002916904,0.0145434,0.1424672,0.01096564,0.1200929,0.001841173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638433,0.00251644,0.001244192,0.006556857,0.01635812,0.000320837,0.000004881721,0.00001347701,0.009141832],"genre_scores_gemma":[0.993518,0.00244243,0.0001459147,0.0001017144,0.003273677,0.00001203984,0.0000127093,0.00001845752,0.0004750415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2076392,"threshold_uncertainty_score":0.9991111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153964833","doi":"10.1186/s12245-015-0070-7","title":"Public awareness of the EMS system in Western Saudi Arabia: identifying the weakest link","year":2015,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Interview; Medical emergency; Emergency medical services; Observational study; Service (business); Legislature; Family medicine; Geography; Business","authors":[{"name":"Anas Hamam","is_ca":false},{"name":"Khalid Aljohani","is_ca":false},{"name":"Abdulhadi Tashkandi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2264345187835508,"gpt":0.421266855439986,"spread":0.1948323366564352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002272884,0.0001623524,0.0004911505,0.0003879373,0.00004856837,0.000007257061,0.0008150043,0.0001102409,0.0001626974],"category_scores_gemma":[0.001730957,0.00008284776,0.0001471333,0.0004880844,0.0001351925,0.0001893829,0.00008786323,0.0006960275,0.00001276949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003237686,"about_ca_system_score_gemma":0.0005345588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005388283,"about_ca_topic_score_gemma":0.0003452187,"domain_scores_codex":[0.9958851,0.0001863397,0.00182239,0.0001460806,0.001729534,0.0002305266],"domain_scores_gemma":[0.9960472,0.000141529,0.001188571,0.0003051922,0.002098723,0.0002188142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000327003,0.0001927657,0.9762838,0.0003063706,0.0004732893,0.0001858513,0.006555314,0.0001671734,0.001399668,0.001316285,0.01026647,0.002525928],"study_design_scores_gemma":[0.006666053,0.000643818,0.9305007,0.008986758,0.000309953,0.001528849,0.007063693,0.0005833344,0.0004800258,0.000686895,0.04236758,0.0001822906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8647487,0.008572316,0.0005701683,0.09105104,0.03202739,0.0003588887,0.000007093705,0.00001884264,0.002645557],"genre_scores_gemma":[0.9948506,0.0007914514,0.00003791044,0.000211361,0.003414714,0.000005371504,0.000004854787,0.00002158417,0.0006621658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1301019,"threshold_uncertainty_score":0.3378434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2270451576","doi":"10.1186/s12245-015-0097-9","title":"Validation of the modified Japanese Triage and Acuity Scale-based triage system emphasizing the physiologic variables or mechanism of injuries","year":2016,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Triage; Medicine; Emergency department; Emergency medicine; Scale (ratio); Retrospective cohort study; Odds ratio; Medical emergency; Internal medicine; Nursing","authors":[{"name":"Hiraku Funakoshi","is_ca":false},{"name":"Takashi Shiga","is_ca":false},{"name":"Yosuke Homma","is_ca":false},{"name":"Yoshiyuki Nakashima","is_ca":false},{"name":"Jin Takahashi","is_ca":false},{"name":"Hiroshi Kamura","is_ca":false},{"name":"Masatomi Ikusaka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0564112103378306,"gpt":0.3456065749045462,"spread":0.2891953645667156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298151,0.0001610095,0.0005352433,0.0001496737,0.00008098916,0.000001917198,0.0003718639,0.00006416129,0.000277895],"category_scores_gemma":[0.002036581,0.00005731257,0.0002008524,0.0002390523,0.0002336539,0.0001129665,0.00007532449,0.0001331022,3.909823e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005570611,"about_ca_system_score_gemma":0.0001060996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005477224,"about_ca_topic_score_gemma":0.000007147104,"domain_scores_codex":[0.9975538,0.0002031421,0.001198197,0.0001335665,0.0007891667,0.0001221411],"domain_scores_gemma":[0.9968229,0.0004353559,0.001189642,0.0002127776,0.001285711,0.00005361755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005500199,0.0003274384,0.006504967,0.0005453413,0.001743455,0.00002141993,0.003931178,0.00004016032,0.9645134,0.008930624,0.005238835,0.002702974],"study_design_scores_gemma":[0.03408593,0.007109899,0.06145692,0.01777872,0.004164902,0.0003397916,0.02500951,0.0008367762,0.8369243,0.009748686,0.001852608,0.0006920345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844021,0.001333408,0.001931404,0.006924866,0.00434127,0.0002994445,0.00004240628,0.000009649722,0.0007154189],"genre_scores_gemma":[0.9970012,0.001853292,0.00006092282,0.00007461712,0.000744001,0.000007094029,0.000002859852,0.000009961119,0.0002460048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275892,"threshold_uncertainty_score":0.3042755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391449212","doi":"10.1186/s12245-024-00584-7","title":"Strategies for improving ED-related outcomes of older adults who seek care in emergency departments: a systematic review","year":2024,"lang":"en","type":"review","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Psychological intervention; CINAHL; Observational study; Emergency department; MEDLINE; Systematic review; Randomized controlled trial; Family medicine; Cochrane Library; Health care; Gerontology; Nursing; Internal medicine","authors":[{"name":"Ally Memedovich","is_ca":true},{"name":"Benedicta Asante","is_ca":true},{"name":"Maha Khan","is_ca":true},{"name":"N Eze","is_ca":true},{"name":"Brian R. Holroyd","is_ca":true},{"name":"Eddy Lang","is_ca":true},{"name":"Sherri Kashuba","is_ca":true},{"name":"Fiona Clement","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0337733825155495,"gpt":0.4137027873383748,"spread":0.3799294048228253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001031355,0.00071966,0.005527075,0.001016823,0.00003579196,0.000004946829,0.0006929565,0.0002376057,0.0008791798],"category_scores_gemma":[0.002001583,0.0004258204,0.002003272,0.0006338699,0.00006453635,0.0002221956,0.0001160717,0.0006839113,0.00001117209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003110121,"about_ca_system_score_gemma":0.0005710408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004735148,"about_ca_topic_score_gemma":0.0000568761,"domain_scores_codex":[0.990832,0.0001683052,0.006947972,0.0004259492,0.001291511,0.00033429],"domain_scores_gemma":[0.9928801,0.000156346,0.003428336,0.0003553422,0.003030058,0.000149808],"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":[0.00005450894,0.0001444825,0.00009417005,0.9515135,0.005847548,0.000162538,0.001720111,4.272254e-7,0.000001123315,0.0002603832,0.02793595,0.01226531],"study_design_scores_gemma":[0.001382552,0.0007800314,0.00002762537,0.9316852,0.02275803,0.000184666,0.004001985,0.000008012422,4.675051e-7,0.0001873946,0.0386307,0.0003533196],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003621979,0.981666,0.00006541843,0.0005979872,0.01365936,0.002983999,0.0001693046,0.00001957975,0.0008021099],"genre_scores_gemma":[0.0003106843,0.9974908,0.00005535661,0.00005778223,0.0007582667,0.0002761678,0.0002059468,0.00008622541,0.0007587199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01982824,"threshold_uncertainty_score":0.9998193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136718591","doi":"10.1186/1865-1380-4-29","title":"The effects of publishing emergency department wait time on patient utilization patterns in a community with two emergency department sites: a retrospective, quasi-experiment design","year":2011,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Emergency department; Medicine; Publishing; Medical emergency; Descriptive statistics; Emergency medicine; Statistics; Nursing","authors":[{"name":"Bin Xie","is_ca":true},{"name":"Sabrina Youash","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06642384646555494,"gpt":0.3443390639579927,"spread":0.2779152174924378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001264325,0.0003860742,0.0006559696,0.0004345418,0.0002043032,0.000006671202,0.0005831242,0.00007671589,0.001748796],"category_scores_gemma":[0.001680083,0.0002337994,0.0002400634,0.0004955625,0.00009756495,0.0003734856,0.0001282864,0.0006272876,0.000005860069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003891544,"about_ca_system_score_gemma":0.0001014596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003677617,"about_ca_topic_score_gemma":0.0003533708,"domain_scores_codex":[0.9951763,0.0005143899,0.001984902,0.0002702856,0.001680327,0.0003738072],"domain_scores_gemma":[0.9958434,0.0001929438,0.001320039,0.0004105945,0.002035262,0.0001977912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009905261,0.01198201,0.8072685,0.0005876821,0.006219406,0.0006291817,0.04825201,0.0001362215,0.01908629,0.002000907,0.0842033,0.009729239],"study_design_scores_gemma":[0.01884957,0.07708593,0.8035393,0.008819915,0.00180494,0.0002323702,0.01521011,0.0006034124,0.06078466,0.00643434,0.005214834,0.00142065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796129,0.006868035,0.00262833,0.001190253,0.005796621,0.0009861429,0.00002171712,0.00002298342,0.002873046],"genre_scores_gemma":[0.9824463,0.01648021,0.0002298917,0.00008042336,0.0004331536,0.00008124596,0.0000456762,0.00003774743,0.0001653578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07898847,"threshold_uncertainty_score":0.9991637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142434468","doi":"10.1007/s12245-009-0142-7","title":"International Federation for Emergency Medicine model curriculum for medical student education in emergency medicine","year":2010,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Emergency Medicine Education and Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Curriculum; Medicine; Medical education; Psychological intervention; Emergency medicine; Nursing; Psychology; Pedagogy","authors":[{"name":"Cherri Hobgood","is_ca":false},{"name":"Venkataraman Anantharaman","is_ca":false},{"name":"Glen Bandıera","is_ca":true},{"name":"Peter Cameron","is_ca":false},{"name":"Pinchas Halpern","is_ca":false},{"name":"C. James Holliman","is_ca":false},{"name":"Nicholas Jourıles","is_ca":false},{"name":"Darren Kılroy","is_ca":false},{"name":"Terrence Mullıgan","is_ca":false},{"name":"Andrew Sınger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06732168674963725,"gpt":0.5144883747442931,"spread":0.4471666879946559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00524157,0.0006015064,0.001178408,0.002222844,0.0002021952,0.000006567253,0.001588863,0.0004272711,0.05911541],"category_scores_gemma":[0.01713677,0.0004300264,0.0004849425,0.000808713,0.0003164739,0.0005072388,0.0001183736,0.001365051,0.00001603914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686549,"about_ca_system_score_gemma":0.001806078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004040321,"about_ca_topic_score_gemma":0.0005733667,"domain_scores_codex":[0.9886569,0.0001271643,0.005455801,0.0007325932,0.00435163,0.0006758925],"domain_scores_gemma":[0.9869032,0.0002665454,0.001847533,0.000518389,0.00942253,0.001041838],"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":[0.001147621,0.003276399,0.0788864,0.0003930922,0.0008709075,0.00001658131,0.004245338,0.00009259586,0.02855218,0.01225434,0.8556014,0.01466311],"study_design_scores_gemma":[0.0335434,0.007577793,0.0530319,0.00460097,0.00135805,0.0006338774,0.01851464,0.05786714,0.0005861771,0.02492102,0.7958366,0.001528483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.254757,0.004649315,0.03671866,0.3668092,0.2915803,0.003471879,0.00004754662,0.00009132208,0.04187469],"genre_scores_gemma":[0.7852671,0.05143195,0.004278122,0.001351121,0.09156332,0.000862894,0.001460197,0.0002752054,0.06351016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5305099,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124277046","doi":"10.1186/s12245-015-0067-2","title":"State of emergency medicine in Rwanda 2015: an innovative trainee and trainer model","year":2015,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Health care; Trainer; Work (physics); Specialty; Referral; Developing country; Nursing; Family medicine; Economic growth","authors":[{"name":"Gabin Mbanjumucyo","is_ca":false},{"name":"Elizabeth DeVos","is_ca":false},{"name":"Simon Pulfrey","is_ca":true},{"name":"Henry Epino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09986796131486457,"gpt":0.4146392615248456,"spread":0.314771300209981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001590031,0.0002925909,0.0008589933,0.0008610505,0.0000263948,0.000001035408,0.0003169726,0.00007476672,0.001162959],"category_scores_gemma":[0.002061191,0.0002000729,0.0001008883,0.0007182366,0.000235282,0.0003750369,0.00006102636,0.0004239554,0.000001227034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009175151,"about_ca_system_score_gemma":0.0002351346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001691648,"about_ca_topic_score_gemma":0.0001358648,"domain_scores_codex":[0.9957712,0.00008106153,0.002316278,0.0002526118,0.001321245,0.0002575506],"domain_scores_gemma":[0.99357,0.00004904607,0.0008921011,0.0001797186,0.004975259,0.000333904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006563888,0.002039748,0.1230153,0.0004709622,0.003557998,0.000629982,0.1392059,0.002165215,0.07665098,0.004407856,0.6131696,0.02812264],"study_design_scores_gemma":[0.1122211,0.05476249,0.3736382,0.01267574,0.003182797,0.001873057,0.09455204,0.04670405,0.006265103,0.1468711,0.1434009,0.003853431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403358,0.01332499,0.002028524,0.0202757,0.009473062,0.000295293,0.000053679,0.00001784034,0.01419518],"genre_scores_gemma":[0.9803382,0.01557572,0.00045869,0.0002036662,0.001817544,0.000006114176,0.00003812751,0.00003174813,0.001530175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4697686,"threshold_uncertainty_score":0.9997501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1887140978","doi":"10.1186/s12245-015-0078-z","title":"An Indian pediatric emergency weight estimation tool: prospective adjustment of the Broselow tape","year":2015,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Ottawa; University of Pittsburgh","keywords":"Medicine; Weight estimation; Statistics","authors":[{"name":"Farhad Asskaryar","is_ca":false},{"name":"Ravi Shankar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03055144404761563,"gpt":0.3423988243970796,"spread":0.311847380349464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006392527,0.0002104137,0.0004456773,0.0003127958,0.00003934951,0.000002885321,0.0005541692,0.00008007472,0.001209251],"category_scores_gemma":[0.001013956,0.0001308507,0.0002272681,0.0004988634,0.00007976855,0.0004341118,0.00008032825,0.0003945603,0.00001523926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616989,"about_ca_system_score_gemma":0.0003010656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001066162,"about_ca_topic_score_gemma":0.0000272688,"domain_scores_codex":[0.9963748,0.0001109898,0.001153711,0.0002027044,0.001964097,0.0001936881],"domain_scores_gemma":[0.9958029,0.0000406231,0.001094769,0.0002934121,0.002483266,0.0002849877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003872872,0.005811889,0.9615778,0.00008981014,0.0004746375,0.00003875359,0.002269635,0.0002528004,0.003227532,0.001948576,0.02179349,0.002127778],"study_design_scores_gemma":[0.002465171,0.001908091,0.9800373,0.0001266004,0.0004084803,0.00009456497,0.0003051179,0.0006281072,0.001647999,0.01162908,0.0006080242,0.0001414676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820735,0.0007199912,0.0002874455,0.002857405,0.01176099,0.0003290331,0.00001371753,0.00001546476,0.001942456],"genre_scores_gemma":[0.9929004,0.0006318324,0.0003070212,0.00006128268,0.005548055,0.000007085355,0.00001471925,0.00002397645,0.0005056016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02118546,"threshold_uncertainty_score":0.9997038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163948979","doi":"10.1186/s12245-021-00353-w","title":"Subarachnoid hemorrhage in the emergency department","year":2021,"lang":"en","type":"review","venue":"International Journal of Emergency Medicine","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Emergency department; Lumbar puncture; Stroke (engine); Presentation (obstetrics); Population; Intensive care medicine; Emergency medicine; Medical emergency; Radiology; Surgery; Internal medicine","authors":[{"name":"Sima Patel","is_ca":false},{"name":"Amay Parikh","is_ca":false},{"name":"Okorie Nduka Okorie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08073940391760154,"gpt":0.4013294846566894,"spread":0.3205900807390879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006629855,0.0003834079,0.001392759,0.000523462,0.00005402635,0.000006891585,0.0008421636,0.0001517078,0.006948031],"category_scores_gemma":[0.0004064373,0.0002101135,0.0008629839,0.0006187125,0.00004594696,0.00008842073,0.00005613903,0.0007470035,0.00005830713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262211,"about_ca_system_score_gemma":0.0003186255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002710673,"about_ca_topic_score_gemma":0.00002221876,"domain_scores_codex":[0.9957693,0.0002041533,0.002301468,0.0002635715,0.001222174,0.0002393892],"domain_scores_gemma":[0.9973606,0.000108153,0.001125044,0.0003857242,0.0008960952,0.0001243251],"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":[0.0001076247,0.00211211,0.0007816555,0.00319139,0.001467765,0.007489423,0.000730875,0.000001791791,0.00001738006,0.003065081,0.04629882,0.9347361],"study_design_scores_gemma":[0.0007862722,0.0004372263,0.0003514941,0.003143803,0.002422235,0.005200488,0.0001991813,0.000007113623,0.000001207575,0.0002886443,0.9869812,0.0001811177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002908019,0.9821104,0.00009213602,0.005218365,0.006803222,0.000477712,0.00002326029,0.000009096582,0.004974987],"genre_scores_gemma":[0.001484105,0.9919,0.0001295139,0.000132222,0.003999285,0.00006194656,0.0003186883,0.00003409256,0.001940098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9406824,"threshold_uncertainty_score":0.9939597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065203971","doi":"10.1007/s12245-010-0238-0","title":"Home visits reduce the number of hazards for childhood home injuries in Karachi, Pakistan: a randomized controlled trial","year":2010,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Psychological intervention; Randomized controlled trial; Injury prevention; Poison control; Suicide prevention; Relative risk; Occupational safety and health; Intervention (counseling); Choking; Physical therapy; Emergency medicine; Pediatrics; Confidence interval; Psychiatry; Surgery","authors":[{"name":"Rifat Rehmani","is_ca":false},{"name":"John C. LeBlanc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01912254007925266,"gpt":0.4083156478968784,"spread":0.3891931078176257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008779723,0.0001747003,0.001671567,0.0002925982,0.00004395328,0.000002786113,0.0003347443,0.0001502446,0.002616799],"category_scores_gemma":[0.008791424,0.00009138488,0.0007575661,0.0001403715,0.0002030349,0.0001196596,0.00002486616,0.0006326421,0.000003173563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000297374,"about_ca_system_score_gemma":0.0002215124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003059911,"about_ca_topic_score_gemma":0.00001999908,"domain_scores_codex":[0.9959911,0.0004532721,0.002637651,0.0001408446,0.0006055739,0.0001715862],"domain_scores_gemma":[0.9952931,0.001637416,0.001664485,0.0001679515,0.001154402,0.00008264736],"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":[0.9766235,0.0004619013,0.00503066,0.00002456704,0.001380136,0.00001064545,0.0009476292,0.000004563182,0.002492625,0.008035186,0.003541616,0.001446978],"study_design_scores_gemma":[0.9436678,0.0009300185,0.02079489,0.0003380054,0.0007041264,0.0001574484,0.0001582664,0.0001310189,0.0001740972,0.03137475,0.001465943,0.0001036877],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607692,0.0008378115,0.0006948688,0.01614949,0.01790618,0.001655815,0.00001268998,0.000006101176,0.00196789],"genre_scores_gemma":[0.9933632,0.0007254657,0.0004057132,0.0002396459,0.004198399,0.00008916303,0.00002115426,0.00001417229,0.0009430829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03295575,"threshold_uncertainty_score":0.999558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121573464","doi":"10.1186/1865-1380-6-24","title":"Clinical impact of diagnostic imaging discrepancy by radiology trainees in an urban teaching hospital emergency department","year":2013,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Subspecialty; Emergency department; Referral; Emergency medicine; Pelvis; Specialty; Radiology; Pediatrics; Family medicine","authors":[{"name":"Steven Friedman","is_ca":true},{"name":"Erica Merman","is_ca":true},{"name":"Amit Chopra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03422514180763832,"gpt":0.4440645017265265,"spread":0.4098393599188882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001309795,0.0001848799,0.0005718137,0.000327985,0.0000282185,0.000003264525,0.0003226973,0.00008204249,0.004046674],"category_scores_gemma":[0.00557263,0.0001267954,0.0002799781,0.0001104166,0.0001034822,0.0005840325,0.00002452251,0.0005456677,0.000006982019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513023,"about_ca_system_score_gemma":0.000137354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005333342,"about_ca_topic_score_gemma":0.00001178257,"domain_scores_codex":[0.9968317,0.0002813696,0.002018886,0.0002136672,0.0004147306,0.0002397194],"domain_scores_gemma":[0.997318,0.0004487041,0.001155418,0.0001831277,0.0006251851,0.0002695311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001421413,0.001022522,0.9115211,0.00001033056,0.0003717998,0.0000409272,0.001587968,0.00001482047,0.001838272,0.00006998276,0.07486347,0.008516719],"study_design_scores_gemma":[0.001875719,0.003199073,0.9901366,0.0001813453,0.0001586172,0.00026491,0.001242627,0.0005853343,0.00001271611,0.0005148512,0.001707514,0.000120699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978126,0.00390211,0.00032545,0.009217067,0.007602508,0.0002369901,0.000008095985,0.000007157928,0.0005745997],"genre_scores_gemma":[0.9917945,0.004744899,0.0003681608,0.00007326082,0.002775581,0.00001142835,0.00008105001,0.00001828632,0.000132882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07861555,"threshold_uncertainty_score":0.9968638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052965067","doi":"10.1007/s12245-010-0196-6","title":"Delayed intrathyroidal hematoma causing respiratory distress after a seemingly benign fall: a case report","year":2010,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; University of Toronto","funders":"","keywords":"Medicine; Respiratory distress; Hematoma; Emergency department; Airway obstruction; Pediatrics; Radiology; Airway; Anesthesia; Surgery; Psychiatry","authors":[{"name":"Lucas B. Chartier","is_ca":true},{"name":"Joel Turner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02661971426560633,"gpt":0.3587180948624926,"spread":0.3320983805968862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001130968,0.0003017044,0.0005506043,0.0005554964,0.00006302932,0.00001549355,0.0002732775,0.0002250263,0.001430305],"category_scores_gemma":[0.002263401,0.0002282961,0.000251762,0.0002644663,0.0001822497,0.0002898566,0.0000711908,0.001274193,0.00001129638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425125,"about_ca_system_score_gemma":0.0003172411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002409771,"about_ca_topic_score_gemma":0.0003825497,"domain_scores_codex":[0.9956968,0.00005958063,0.002128574,0.0003184483,0.001478499,0.0003181346],"domain_scores_gemma":[0.9958041,0.0001056602,0.001082303,0.0004077985,0.002085987,0.0005141411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001686345,0.0004303297,0.01949587,0.0000413345,0.001141486,0.8279427,0.00168503,0.00001296475,0.1350819,0.000253785,0.00939074,0.002837479],"study_design_scores_gemma":[0.006727073,0.001612513,0.01256322,0.0008944061,0.0007725015,0.9466984,0.0009299698,0.0005743371,0.002277708,0.0006482016,0.02586797,0.0004337023],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808325,0.001157693,0.00222576,0.003278145,0.009895012,0.000192394,0.00001805193,0.00003545628,0.00236505],"genre_scores_gemma":[0.9930377,0.00008643004,0.001037804,0.0003333375,0.004702766,0.000009693254,0.00002978129,0.00005065202,0.0007118455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328042,"threshold_uncertainty_score":0.9994825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124303977","doi":"10.1186/1865-1380-4-25","title":"Troponin utilization in patients presenting with atrial fibrillation/flutter to the emergency department: retrospective chart review","year":2011,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York Central Hospital; Queen's University; University of Toronto","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Emergency department; Atrial fibrillation; Acute coronary syndrome; Troponin; Atrial flutter; Internal medicine; Retrospective cohort study; Flutter; Cardiology; Emergency medicine; Cohort; Medical emergency; Myocardial infarction","authors":[{"name":"Nazanin Meshkat","is_ca":true},{"name":"Emily Austin","is_ca":true},{"name":"Rahim Moineddin","is_ca":true},{"name":"Hamidreza Hatamabadi","is_ca":false},{"name":"Behzad Hassani","is_ca":true},{"name":"Ali Abdalvand","is_ca":false},{"name":"Amanda Marcuzzi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08429380021183329,"gpt":0.3858765093860079,"spread":0.3015827091741746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009260222,0.0001644935,0.0003899836,0.000397081,0.00005418178,0.000003375083,0.0003074605,0.00004574222,0.006747935],"category_scores_gemma":[0.001369501,0.00009631018,0.000188906,0.0006301561,0.00004335913,0.0002218252,0.00006846711,0.0002998104,0.00003850213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002251203,"about_ca_system_score_gemma":0.00008874648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008366643,"about_ca_topic_score_gemma":0.00002203605,"domain_scores_codex":[0.9966216,0.0001444257,0.001185515,0.0002054136,0.001619941,0.0002231012],"domain_scores_gemma":[0.9965602,0.00002796556,0.0005505819,0.0002129209,0.002481691,0.0001666543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001299424,0.0000794383,0.8861037,0.0000494024,0.000594976,0.00003352628,0.0009196851,0.00002576272,0.00004596764,0.0001193484,0.1090927,0.001636068],"study_design_scores_gemma":[0.002392955,0.001395096,0.9125771,0.000792818,0.0002152677,0.00005153493,0.0001014085,0.00006685578,0.00007900491,0.0001236566,0.08208693,0.0001173711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8252058,0.01195521,0.003218571,0.1173106,0.01778699,0.003895585,0.00005049141,0.00004551538,0.02053129],"genre_scores_gemma":[0.9713432,0.02042227,0.0003252309,0.001380594,0.005251004,0.00001322882,0.00007050371,0.00004023386,0.001153794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1461373,"threshold_uncertainty_score":0.9941601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220861723","doi":"10.1186/s12245-022-00408-6","title":"Bradykinin-induced angioedema in the emergency department","year":2022,"lang":"en","type":"review","venue":"International Journal of Emergency Medicine","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine; Hôpital Charles-Le Moyne; McGill University; Université de Montréal; Université Laval","funders":"CSL Behring","keywords":"Angioedema; Bradykinin; Medicine; Hereditary angioedema; Icatibant; Emergency department; Histamine; Airway; Intensive care medicine; C1-inhibitor; Dermatology; Internal medicine; Anesthesia","authors":[{"name":"Jacques Hébert","is_ca":true},{"name":"Jean-Nicolas Boursiquot","is_ca":true},{"name":"Hugo Chapdelaine","is_ca":true},{"name":"Benoît Laramée","is_ca":false},{"name":"Marylin Desjardins","is_ca":true},{"name":"Rémi Gagnon","is_ca":true},{"name":"Nancy Payette","is_ca":true},{"name":"Oleksandra Lepeshkina","is_ca":true},{"name":"Matthieu Robert de Saint Vincent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1828862794467923,"gpt":0.4437565998541534,"spread":0.2608703204073611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002069353,0.0005865111,0.001998812,0.001174425,0.0001099905,0.00000971447,0.001387535,0.000208363,0.0256851],"category_scores_gemma":[0.001032386,0.000358637,0.001421763,0.0009873949,0.00005722482,0.0001764165,0.0001403172,0.00105546,0.00003506821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291437,"about_ca_system_score_gemma":0.0005898623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001059703,"about_ca_topic_score_gemma":0.00004454056,"domain_scores_codex":[0.9924798,0.0004212689,0.003735004,0.0004074089,0.002545454,0.0004110826],"domain_scores_gemma":[0.9960869,0.0003518595,0.002350349,0.0004907743,0.0004919352,0.0002282066],"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":[0.0002172087,0.001023823,0.003105236,0.001835525,0.002714763,0.001686096,0.002059807,0.00000488689,0.00001006873,0.001256983,0.1162413,0.8698443],"study_design_scores_gemma":[0.001219632,0.000832763,0.0018415,0.004122009,0.001585935,0.001614797,0.0003359542,0.000008842747,0.000001134881,0.0003924869,0.9877574,0.0002875278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007475856,0.972176,0.00002634836,0.00309078,0.01855673,0.0007278919,0.00003031579,0.00001868843,0.004625641],"genre_scores_gemma":[0.002181685,0.9894672,0.00003242974,0.0002474076,0.006199893,0.00007385122,0.0002954987,0.00007563896,0.001426405],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8715162,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884432002","doi":"10.1186/s12245-018-0192-9","title":"A qualitative study of the determinants of adherence to NICE falls guideline in managing older fallers attending an emergency department","year":2018,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Guideline; Nice; Angiology; Emergency department; Qualitative research; Family medicine; Medical emergency; Emergency medicine; Physical therapy; Nursing; Internal medicine; Pathology","authors":[{"name":"Helen P. McEwan","is_ca":false},{"name":"Richard Baker","is_ca":true},{"name":"Natalie Armstrong","is_ca":true},{"name":"Jay Banerjee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1322630104878318,"gpt":0.538600521683601,"spread":0.4063375111957691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00276027,0.0001444272,0.0004041566,0.0003346069,0.00009157656,8.14218e-7,0.0007311218,0.00005449459,0.0007489116],"category_scores_gemma":[0.0006031812,0.00009627941,0.00009198029,0.00037163,0.000050348,0.0001973419,0.0001437822,0.0002791806,0.000007262179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117022,"about_ca_system_score_gemma":0.0000980673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008640738,"about_ca_topic_score_gemma":0.006337077,"domain_scores_codex":[0.995172,0.0007357172,0.002781556,0.0001841837,0.0009011203,0.0002254044],"domain_scores_gemma":[0.9959863,0.0001024372,0.001860568,0.0002222027,0.001724297,0.0001041311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000664078,0.002404474,0.6150817,0.0001289017,0.0003827792,0.00001788739,0.3465465,0.00002595855,0.01385648,0.0001953298,0.01425542,0.006440551],"study_design_scores_gemma":[0.003798692,0.003072927,0.7110935,0.002350547,0.00009951764,0.000004945245,0.276924,0.000507635,0.00004729634,0.001241088,0.000696265,0.0001635106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989076,0.0001541598,0.0005681176,0.0007644809,0.008210092,0.000531739,0.00001156183,0.00000391071,0.0006799281],"genre_scores_gemma":[0.9980794,0.0002925357,0.0002338259,0.0001031208,0.0007921683,0.00001829149,0.000003643775,0.00001323255,0.0004638047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09601193,"threshold_uncertainty_score":0.8200057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032004372","doi":"10.1007/s12245-009-0124-9","title":"Racial disparities in health care—emergency department management of minor head injury","year":2009,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Triage; Emergency department; Head injury; Emergency medicine; Computed tomography; Surgery; Nursing","authors":[{"name":"R. R. Brown","is_ca":false},{"name":"Jeremy Furyk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0394676719396933,"gpt":0.3888266354995529,"spread":0.3493589635598596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005406656,0.0001696053,0.0005280312,0.0003668936,0.00002777202,0.000001703706,0.0002920662,0.00004146374,0.00107299],"category_scores_gemma":[0.00009929105,0.0001307794,0.0002306809,0.0002324498,0.000052393,0.0001208542,0.00002363638,0.0002105988,0.000002830211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134579,"about_ca_system_score_gemma":0.00008155376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005784272,"about_ca_topic_score_gemma":0.00003831702,"domain_scores_codex":[0.9967026,0.00007454833,0.001786918,0.0001669376,0.001063791,0.0002052455],"domain_scores_gemma":[0.9985652,0.00002097243,0.0006981044,0.0001697413,0.0004010056,0.0001449971],"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":[0.01267099,0.006558398,0.2555164,0.003747685,0.004840336,0.00150655,0.01644486,0.0001726331,0.00570037,0.03586406,0.1458093,0.5111684],"study_design_scores_gemma":[0.005131905,0.00577272,0.9456553,0.002820031,0.0002242512,0.0001235299,0.001701595,0.00001719138,0.001099738,0.002197227,0.03503303,0.0002235032],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506729,0.01739017,0.0003728059,0.01891189,0.007636549,0.0003726753,0.00001995739,0.00001199484,0.004611049],"genre_scores_gemma":[0.987399,0.01049948,0.0005467959,0.0003584514,0.000759506,0.000004914225,0.00002321559,0.000009632513,0.0003990439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6901389,"threshold_uncertainty_score":0.9998401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387046098","doi":"10.1186/s12245-023-00537-6","title":"Provision of bystander CPR for out-of-hospital cardiac arrest in the Middle East: a retrospective gender-based analysis","year":2023,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Qatar National Library; Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Medicine; Logistic regression; Bystander effect; Retrospective cohort study; Cardiopulmonary resuscitation; Emergency medicine; Demography; Internal medicine; Resuscitation","authors":[{"name":"Emad Awad","is_ca":true},{"name":"Guillaume Alinier","is_ca":false},{"name":"H. Farhat","is_ca":false},{"name":"Niki Rumbolt","is_ca":false},{"name":"Adnaan Azizurrahman","is_ca":false},{"name":"Buthaina Mortada","is_ca":false},{"name":"Rakan Shami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07677264479106428,"gpt":0.3672546507342123,"spread":0.290482005943148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001372602,0.0001144072,0.0005238645,0.0007619461,0.00002287112,0.000002361596,0.0002101409,0.00005717813,0.0001019688],"category_scores_gemma":[0.001351619,0.00006960844,0.0005942545,0.0009107223,0.00007826341,0.00007250056,0.00001676516,0.0001647634,0.000001378167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008959707,"about_ca_system_score_gemma":0.000127519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003648107,"about_ca_topic_score_gemma":0.00002525713,"domain_scores_codex":[0.9975202,0.00007515375,0.000940587,0.0001364308,0.001196318,0.000131332],"domain_scores_gemma":[0.9973711,0.0002338101,0.0006529825,0.000151899,0.001530975,0.00005921627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002468938,0.0008249053,0.9099292,0.0003479309,0.006743023,0.0001012126,0.03165583,0.001838153,0.01374724,0.001108213,0.02977748,0.001457835],"study_design_scores_gemma":[0.004903453,0.001659423,0.9675728,0.0007110177,0.002317094,8.525653e-7,0.01371062,0.003124374,0.0005219851,0.001843986,0.00346981,0.0001645569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552121,0.0006614857,0.005091588,0.007158646,0.03023992,0.0005538025,0.00007290377,0.000009169559,0.001000428],"genre_scores_gemma":[0.9977461,0.0002435583,0.0001426542,0.00003249765,0.001678778,0.00001187424,0.00007617319,0.00001135575,0.00005700263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05764359,"threshold_uncertainty_score":0.283855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150552077","doi":"10.1186/1865-1380-7-18","title":"The emergency to home project: impact of an emergency department care coordinator on hospital admission and emergency department utilization among seniors","year":2014,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services; University of Calgary; Foothills Medical Centre","funders":"","keywords":"Emergency department; Medicine; Medical emergency; Emergency medicine; Nursing","authors":[{"name":"Christopher Bond","is_ca":true},{"name":"Elizabeth Freiheit","is_ca":true},{"name":"Lesley Podruzny","is_ca":true},{"name":"Alianu Akawakun Kingsly","is_ca":true},{"name":"Dongmei Wang","is_ca":true},{"name":"Jamie Davenport","is_ca":true},{"name":"Abram Gutscher","is_ca":true},{"name":"Cathy Askin","is_ca":true},{"name":"Allison Taylor","is_ca":true},{"name":"Vivian Lee","is_ca":true},{"name":"Queenie Choo","is_ca":true},{"name":"Eddy Lang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02571114470031012,"gpt":0.3788678796351863,"spread":0.3531567349348761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008263666,0.0005221973,0.0007520342,0.0005613762,0.0002862696,0.000006067893,0.0005561098,0.0001325924,0.002078251],"category_scores_gemma":[0.001466862,0.0003185937,0.0004963577,0.0005931886,0.0001040929,0.0003104478,0.000144218,0.0003512967,0.000005899779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539961,"about_ca_system_score_gemma":0.0001421161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002017631,"about_ca_topic_score_gemma":0.0001419142,"domain_scores_codex":[0.9948187,0.000202484,0.002323753,0.0004779847,0.001702118,0.0004749387],"domain_scores_gemma":[0.9944221,0.00005504163,0.001235297,0.000442522,0.003266694,0.0005782896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002709769,0.001425126,0.725525,0.0002843951,0.002888631,0.00008671744,0.01111644,0.0002023175,0.004490168,0.0006998995,0.213884,0.03668755],"study_design_scores_gemma":[0.003542099,0.02256498,0.9203475,0.0008682596,0.0008983152,0.00007470768,0.00690451,0.0004449831,0.001535854,0.0008431227,0.04122173,0.0007539611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732616,0.006463066,0.0004142952,0.002146651,0.01532383,0.000862156,0.00008927863,0.00002968076,0.001409449],"genre_scores_gemma":[0.9656887,0.03113196,0.00009279887,0.00002752824,0.002329651,0.00004554149,0.0001168894,0.00005599236,0.000510938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1948224,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294579453","doi":"10.1186/s12245-022-00447-z","title":"Predictors of neurological outcome after out-of-hospital cardiac arrest: sex-based analysis: do males derive greater benefit from hypothermia management than females?","year":2022,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; St. Paul's Hospital; BC Research (Canada); University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; Heart and Stroke Foundation of Canada","keywords":"Medicine; Cardiopulmonary resuscitation; Modified Rankin Scale; Logistic regression; Hypothermia; Targeted temperature management; Randomized controlled trial; Emergency medicine; Internal medicine; Resuscitation; Anesthesia; Pediatrics; Return of spontaneous circulation; Ischemic stroke","authors":[{"name":"Emad Awad","is_ca":true},{"name":"Karin H. Humphries","is_ca":true},{"name":"Brian Grunau","is_ca":true},{"name":"Colleen M. Norris","is_ca":true},{"name":"Jim Christenson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02732904402373743,"gpt":0.3080384194301276,"spread":0.2807093754063902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004979262,0.0002086602,0.0007657371,0.0006322332,0.00003678764,0.000003637633,0.0003394659,0.00005988065,0.002755615],"category_scores_gemma":[0.0001035119,0.0001502278,0.0008284362,0.0003350334,0.0001190291,0.00007319362,0.0001124,0.0002904877,0.00000272413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007981155,"about_ca_system_score_gemma":0.00003831134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004113599,"about_ca_topic_score_gemma":0.000006602515,"domain_scores_codex":[0.9964669,0.0001260827,0.001334035,0.0002502836,0.001653141,0.0001695803],"domain_scores_gemma":[0.9981107,0.00009872856,0.0008908588,0.0002479071,0.0005091542,0.0001426867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001484383,0.0002705946,0.9878746,0.00004105056,0.005602102,0.0003392824,0.001399818,0.001590828,0.0004611534,0.00003843922,0.0004332395,0.0004644547],"study_design_scores_gemma":[0.001609636,0.0009453741,0.9914472,0.00008793081,0.003004555,9.719145e-7,0.0009766978,0.000147224,0.0001193749,0.000157946,0.001381572,0.0001215678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666683,0.00069796,0.0003619041,0.00183662,0.02957006,0.0002233964,0.0001635813,0.000009956146,0.0004682329],"genre_scores_gemma":[0.9974027,0.0001956512,0.0002433287,0.0001020578,0.001742298,0.00002485817,0.00009038727,0.00002091354,0.0001778499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03073437,"threshold_uncertainty_score":0.998156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148291309","doi":"10.1186/1865-1380-5-42","title":"Survey of preferred guideline attributes: what helps to make guidelines more useful for emergency health practitioners?","year":2012,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Australasian College for Emergency Medicine","keywords":"Medicine; Guideline; Specialty; Workflow; Identification (biology); Health care; Medical emergency; MEDLINE; Family medicine; Medical education","authors":[{"name":"Samar Aboulsoud","is_ca":false},{"name":"Sue Huckson","is_ca":false},{"name":"Peter Wyer","is_ca":false},{"name":"Eddy Lang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5739271029295667,"gpt":0.5985316594988217,"spread":0.02460455656925498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01063641,0.0003038471,0.0009433706,0.0006165723,0.0000636167,0.000008690829,0.0004645725,0.0001114625,0.003760975],"category_scores_gemma":[0.05206731,0.0002402996,0.0003311846,0.0005772856,0.0000442701,0.00111928,0.0001025432,0.0003160841,0.00001559951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002729761,"about_ca_system_score_gemma":0.0005464796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000973006,"about_ca_topic_score_gemma":0.0005010522,"domain_scores_codex":[0.9896029,0.0002549932,0.007542,0.0002811458,0.001868873,0.0004501049],"domain_scores_gemma":[0.977685,0.0007845783,0.004037861,0.0003663282,0.01644852,0.0006777153],"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":[0.00265061,0.0009415823,0.1102226,0.0001447683,0.001065036,0.000006499833,0.001191987,0.0002045187,0.002901326,0.00008364814,0.8409892,0.03959824],"study_design_scores_gemma":[0.009292549,0.00481923,0.3027569,0.001858211,0.0007748351,0.0003111989,0.007497493,0.001208493,0.0006450334,0.0003750166,0.6699736,0.0004874252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2427704,0.01705485,0.1783445,0.5049974,0.05391329,0.002168106,0.000558553,0.00004751111,0.0001454169],"genre_scores_gemma":[0.8742326,0.03524107,0.04839737,0.01478066,0.02214764,0.00007766762,0.003283901,0.0001730415,0.00166599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6314623,"threshold_uncertainty_score":0.9971497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119425928","doi":"10.1186/s12245-020-00312-x","title":"The International Federation for Emergency Medicine report on emergency department crowding and access block: a brief summary","year":2021,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Alberta Health Services; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Crowding; Medicine; Emergency department; Block (permutation group theory); Task force; Medical emergency; Task (project management); Nursing; Management; Political science; Psychology","authors":[{"name":"Arshia P. Javidan","is_ca":true},{"name":"Kim Hansen","is_ca":false},{"name":"Irene J Higginson","is_ca":false},{"name":"Peter Jones","is_ca":false},{"name":"Eddy Lang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06778893823013023,"gpt":0.4138971573064309,"spread":0.3461082190763007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00145253,0.0003648166,0.0006022566,0.0003082661,0.0004359474,0.00001839235,0.0005752561,0.0001035451,0.003301495],"category_scores_gemma":[0.005063371,0.0002377175,0.0003461911,0.000326425,0.0001317717,0.0003457577,0.0002013447,0.0003850793,0.000002714932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001818201,"about_ca_system_score_gemma":0.0002053584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004844314,"about_ca_topic_score_gemma":0.0001757587,"domain_scores_codex":[0.9947492,0.00007786587,0.002632631,0.000466271,0.0017273,0.0003467321],"domain_scores_gemma":[0.9927575,0.0002282639,0.001304123,0.0003220296,0.005133107,0.0002549794],"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":[0.001307187,0.0003655466,0.05019791,0.0001121385,0.003037183,0.0007452972,0.0007708053,0.00002365458,0.009878972,0.005114135,0.9215774,0.006869745],"study_design_scores_gemma":[0.00490054,0.001627843,0.03695455,0.001289539,0.0009148818,0.002113271,0.002077884,0.0003628936,0.002655036,0.005509885,0.9411359,0.0004577099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3205346,0.0651153,0.005540889,0.3429322,0.1903685,0.001463283,0.0001208806,0.00009721643,0.07382711],"genre_scores_gemma":[0.6649133,0.2794147,0.000312501,0.001240448,0.0241193,0.0001177026,0.000460931,0.0001014387,0.02931968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3443787,"threshold_uncertainty_score":0.9976096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012720744","doi":"10.1186/s12245-020-00270-4","title":"A dignitary medicine curriculum developed using a modified Delphi methodology","year":2020,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Canadian Mounted Police","funders":"","keywords":"Medicine; Delphi; Curriculum; Angiology; Delphi method; Medical education; Family medicine; Engineering ethics; Internal medicine; Law; Political science; Engineering; Computer science","authors":[{"name":"Mobarak Al Mulhim","is_ca":false},{"name":"Robert G. Darling","is_ca":false},{"name":"Ritu R. Sarin","is_ca":false},{"name":"Alex Hart","is_ca":false},{"name":"Hetaf Kamal","is_ca":false},{"name":"Abdullah Al Hadhirah","is_ca":false},{"name":"Amalia Voskanyan","is_ca":false},{"name":"Lewis Hofmann","is_ca":false},{"name":"Bradley A. Connor","is_ca":false},{"name":"Roger A. Band","is_ca":false},{"name":"James E. Jones","is_ca":false},{"name":"Richard J. Tubb","is_ca":false},{"name":"Ronny Jackson","is_ca":false},{"name":"Amado Alejandro Báez","is_ca":false},{"name":"Edward Wasser","is_ca":true},{"name":"Sean Conley","is_ca":false},{"name":"William Lang","is_ca":false},{"name":"Gregory R. Ciottone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.586383877202561,"gpt":0.5733317326244878,"spread":0.01305214457807324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002006609,0.0001854606,0.0005303161,0.0003695916,0.0001163041,0.000001296705,0.0006693816,0.00008474056,0.009808851],"category_scores_gemma":[0.004159394,0.0001248333,0.0001019434,0.0003404455,0.00007626235,0.0001926695,0.0001990746,0.0005166621,0.00004521228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000950264,"about_ca_system_score_gemma":0.0002115466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003262015,"about_ca_topic_score_gemma":0.00002764361,"domain_scores_codex":[0.9960152,0.0008041202,0.001837055,0.0001919279,0.0008657265,0.0002859677],"domain_scores_gemma":[0.9968743,0.0003638894,0.001041362,0.0001213732,0.001298422,0.0003006713],"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":[0.003437872,0.0002938717,0.01468364,0.0003724746,0.002722854,0.001052082,0.1159424,0.0007550367,0.02096165,0.01826271,0.8091659,0.01234951],"study_design_scores_gemma":[0.01502995,0.002616881,0.004928215,0.0032862,0.001075204,0.0001290642,0.1336334,0.009519539,0.00006217728,0.01389765,0.8151057,0.0007160558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4302278,0.002727869,0.3282141,0.1492412,0.03283317,0.0006824732,0.00001163371,0.0000639208,0.05599782],"genre_scores_gemma":[0.9646535,0.001919708,0.006948001,0.01166502,0.01263256,0.00001801611,0.00002598162,0.00005273184,0.002084502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5344257,"threshold_uncertainty_score":0.9910963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199663345","doi":"10.1186/s12245-021-00374-5","title":"Recurrent acute pancreatitis during a ketogenic diet—a case report and literature review","year":2021,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Diet and metabolism studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of Toronto; University Health Network","funders":"","keywords":"Ketogenic diet; Medicine; Acute pancreatitis; Pancreatitis; Abdominal pain; Presentation (obstetrics); Angiology; Hypertriglyceridemia; Pediatrics; Diabetes mellitus; Emergency department; Intensive care medicine; Internal medicine; Endocrinology; Surgery; Psychiatry; Epilepsy; Triglyceride","authors":[{"name":"Joseph Choi","is_ca":true},{"name":"Tayler L. Young","is_ca":true},{"name":"Lucas B. Chartier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03094305426048981,"gpt":0.3724354936006735,"spread":0.3414924393401836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003939466,0.0001576849,0.00057795,0.00015206,0.00004642299,0.000005641286,0.00008383521,0.00004097212,0.001116826],"category_scores_gemma":[0.001361992,0.0001087484,0.0001988463,0.0002474473,0.00004365783,0.0001329516,0.00007445247,0.0002858319,0.000002368783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003963049,"about_ca_system_score_gemma":0.00008645812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006303172,"about_ca_topic_score_gemma":0.000008932173,"domain_scores_codex":[0.9980113,0.00004368019,0.0009988111,0.0001810305,0.0006263157,0.000138885],"domain_scores_gemma":[0.997066,0.00002870888,0.0004754704,0.0001560457,0.002085477,0.0001883155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000441116,0.0001542898,0.01825353,0.0009566766,0.002589136,0.909739,0.00115357,1.038181e-7,0.004520979,0.0001156899,0.05647729,0.005598661],"study_design_scores_gemma":[0.002465564,0.0005184694,0.03857055,0.01839592,0.002168861,0.8578411,0.0003558086,0.00000242227,0.0003844711,0.0001712932,0.07895851,0.0001670841],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4746858,0.4991864,0.00002708074,0.01538418,0.007943899,0.0001071781,0.00001414984,0.00000927312,0.002642052],"genre_scores_gemma":[0.1519604,0.83987,0.0003196337,0.0004227993,0.002930955,0.000005455434,0.00003467417,0.00001462478,0.004441451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3406836,"threshold_uncertainty_score":0.9997963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101606955","doi":"10.1186/1865-1380-6-20","title":"Computer order entry systems in the emergency department significantly reduce the time to medication delivery for high acuity patients","year":2013,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Order entry; Computerized physician order entry; Emergency department; Emergency medicine; Pediatrics; Health care; Medical emergency; Nursing","authors":[{"name":"Shahbaz Syed","is_ca":true},{"name":"Dongmei Wang","is_ca":true},{"name":"Debbie Goulard","is_ca":true},{"name":"Tom Rich","is_ca":true},{"name":"Grant Innes","is_ca":true},{"name":"Eddy Lang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05581914926533427,"gpt":0.4186015276904943,"spread":0.36278237842516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003652709,0.000189549,0.0003725325,0.0002352446,0.0002425778,0.000005744816,0.001089959,0.0001147192,0.004574315],"category_scores_gemma":[0.001024555,0.00009837218,0.00008128432,0.0003279057,0.00002930485,0.0001866774,0.00006632919,0.0005788169,0.0003495239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005104571,"about_ca_system_score_gemma":0.0004094908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001761947,"about_ca_topic_score_gemma":0.0001502736,"domain_scores_codex":[0.9944863,0.001005661,0.00250259,0.0002132382,0.001312922,0.0004792537],"domain_scores_gemma":[0.9943715,0.0007861832,0.00133197,0.0002750964,0.003044618,0.0001905999],"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":[0.000153565,0.0002507959,0.01776086,0.000111994,0.0001933718,0.000002479932,0.003996221,0.0001105579,0.0003452477,0.0005758744,0.9697695,0.006729498],"study_design_scores_gemma":[0.007562718,0.003502167,0.4545881,0.002421959,0.0002117934,0.00003027886,0.005847313,0.005433877,0.00002308447,0.002506738,0.5173269,0.0005450176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8602745,0.001196248,0.006176409,0.08384923,0.04183913,0.005274208,0.00004516535,0.00002001998,0.001325098],"genre_scores_gemma":[0.9857828,0.0008812768,0.0001560097,0.001917998,0.008235001,0.0007542817,0.00008164833,0.00002973413,0.002161231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4524426,"threshold_uncertainty_score":0.9963356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118713472","doi":"10.1186/s12245-014-0021-8","title":"Lifesaving pericardiocentesis due to purulent pericarditis with growth of Gram-negative rods in an immune-competent Inuit male","year":2014,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pericardiocentesis; Medicine; Cardiac tamponade; Pericarditis; Tamponade; Etiology; Pericardial fluid; Pericardium; Intensive care medicine; Surgery; Internal medicine","authors":[{"name":"Carl Frederik Brandt Simonÿ","is_ca":false},{"name":"Mikkel Malham","is_ca":false},{"name":"Jacob Kanstrup","is_ca":false},{"name":"Piotr Wojtek","is_ca":false},{"name":"F Lynggaard","is_ca":false},{"name":"Stig Andersen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01723692540781607,"gpt":0.308002821485019,"spread":0.2907658960772029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008441524,0.0002563988,0.001070073,0.0006102241,0.00003236499,0.00000812258,0.0004201547,0.00006337168,0.00129144],"category_scores_gemma":[0.0009467339,0.0001856804,0.0003645976,0.0004774572,0.0001182361,0.0002324251,0.00007584407,0.0003427752,0.00000566877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002690443,"about_ca_system_score_gemma":0.0001546281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003410144,"about_ca_topic_score_gemma":0.00003351644,"domain_scores_codex":[0.9964173,0.0001975649,0.001273828,0.0002791768,0.00155299,0.0002791719],"domain_scores_gemma":[0.9968404,0.0001068998,0.0005999344,0.0002691534,0.001810205,0.0003734383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002737557,0.001084459,0.9013195,0.0001701076,0.002473101,0.001740489,0.01032141,0.000707004,0.04685402,0.0008732985,0.006040732,0.0256783],"study_design_scores_gemma":[0.003158783,0.003774418,0.9832808,0.001169872,0.0003257964,0.001825741,0.001940761,0.0001090271,0.001503793,0.0001518181,0.002515383,0.0002438026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866751,0.0006278789,0.00276591,0.003981523,0.002368796,0.0002338942,0.00002563685,0.00001165071,0.003309579],"genre_scores_gemma":[0.9954468,0.000630019,0.001581061,0.0002545158,0.001893749,0.00001643688,0.00001363619,0.00003443223,0.0001293505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08196128,"threshold_uncertainty_score":0.9996215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800656348","doi":"10.1186/s12245-018-0179-6","title":"Improving performance in the ED through laboratory information exchange systems","year":2018,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; Université de Sherbrooke; HEC Montréal; Université du Québec à Trois-Rivières","funders":"Inforoute Santé du Canada","keywords":"Test (biology); Medical emergency; Information system; Medicine; Health care; Descriptive statistics; Emergency department; Information exchange; Medical education; Family medicine; Psychology; Computer science; Nursing; Statistics; Engineering; Mathematics; Telecommunications","authors":[{"name":"Louis Raymond","is_ca":true},{"name":"Guy Paré","is_ca":true},{"name":"Éric Maillet","is_ca":true},{"name":"Ana Ortíz de Guinea","is_ca":true},{"name":"Marie-Claude Trudel","is_ca":true},{"name":"Josianne Marsan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07750249506356131,"gpt":0.4591960169314046,"spread":0.3816935218678433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004861871,0.0001203225,0.0002596938,0.0002694736,0.0001904135,0.000004594192,0.0006507569,0.0001071837,0.001103511],"category_scores_gemma":[0.001066369,0.00007228127,0.0000373611,0.0003462213,0.00005233378,0.000931974,0.00003894624,0.0007393756,0.000152461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004317664,"about_ca_system_score_gemma":0.000572613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138686,"about_ca_topic_score_gemma":0.000195707,"domain_scores_codex":[0.9960396,0.0005775967,0.001977146,0.0000816137,0.000974498,0.0003495238],"domain_scores_gemma":[0.9956776,0.0002435387,0.001555352,0.0001748863,0.002281406,0.00006719306],"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":[0.0008837251,0.0001906784,0.2285229,0.002318084,0.0002881105,0.000036389,0.1652352,0.00004106918,0.001407133,0.007616344,0.5726873,0.0207731],"study_design_scores_gemma":[0.002166411,0.00100284,0.02343293,0.001684491,0.00002238256,0.00004150235,0.01532324,0.001625433,0.00001741771,0.0001269318,0.9544247,0.0001317489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8181499,0.006611348,0.007171142,0.01677488,0.1079198,0.001404993,0.00002142756,0.00004067586,0.04190588],"genre_scores_gemma":[0.9840546,0.002480878,0.00005666961,0.001305613,0.01176851,0.00004569564,0.000008004289,0.00001148856,0.000268586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3817374,"threshold_uncertainty_score":0.9998096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388415572","doi":"10.1186/s12245-023-00559-0","title":"The HEARTS ECG workshop: a novel approach to resident and student ECG education","year":2023,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; University of British Columbia; University Health Network; Ontario Tobacco Research Unit; University of Toronto","funders":"","keywords":"Medicine; Curriculum; Medical education; Heart Rhythm; Cardiology; Psychology; Pedagogy","authors":[{"name":"Mazen El-Baba","is_ca":true},{"name":"Jesse McLaren","is_ca":true},{"name":"Niran Argintaru","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07792916954486262,"gpt":0.4408473482476688,"spread":0.3629181787028062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009890761,0.0001056297,0.0002212229,0.0003988862,0.00009127016,0.00001462838,0.0002386564,0.00003359916,0.00007364064],"category_scores_gemma":[0.0008650644,0.00006307765,0.00009888063,0.0004176227,0.00003809587,0.0000645582,0.00006566456,0.0002108543,0.00001254918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008429476,"about_ca_system_score_gemma":0.0001137596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006469275,"about_ca_topic_score_gemma":0.00001191877,"domain_scores_codex":[0.9980325,0.00002993547,0.0006476123,0.0001426172,0.001000791,0.0001466079],"domain_scores_gemma":[0.9984693,0.0001106046,0.0002276785,0.000150706,0.0008256644,0.0002160286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007655812,0.001255239,0.3272235,0.00009118081,0.002801466,0.00008751406,0.01069451,0.0008479169,0.01826955,0.001022538,0.517407,0.119534],"study_design_scores_gemma":[0.003431953,0.001023986,0.773479,0.002155297,0.0008442944,0.0006383604,0.03315544,0.004563217,0.0003864463,0.001026703,0.1789454,0.0003498699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958052,0.003042828,0.00354294,0.0822482,0.01205723,0.0002214623,0.000001998854,0.00002900299,0.003051066],"genre_scores_gemma":[0.9738418,0.004705079,0.0009733514,0.0003192937,0.005074462,0.00001438759,0.00001006225,0.00001789922,0.01504369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4462555,"threshold_uncertainty_score":0.2572232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043859642","doi":"10.1007/s12245-008-0081-8","title":"The design and pilot of a translation aid to help ED clinicians enhance communication with the Portuguese-speaking patient","year":2009,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University Health Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Portuguese; Angiology; Medical education; Linguistics; Internal medicine","authors":[{"name":"Alice Han","is_ca":true},{"name":"Humberto Laranjo","is_ca":true},{"name":"Steven Friedman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1396590262800571,"gpt":0.4852466452615556,"spread":0.3455876189814985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00254156,0.00009503545,0.0001828265,0.00009347603,0.0003693975,0.000002622683,0.0006555755,0.00004016235,0.0001554261],"category_scores_gemma":[0.0005660373,0.00004817013,0.00003842558,0.000147396,0.00008007498,0.00008719655,0.00003662108,0.000519002,0.000002987524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005947452,"about_ca_system_score_gemma":0.0001197914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001767484,"about_ca_topic_score_gemma":0.0001412854,"domain_scores_codex":[0.9970224,0.0009345185,0.001258654,0.00008577844,0.0005504749,0.0001481331],"domain_scores_gemma":[0.995015,0.001554928,0.001251574,0.0003314426,0.001775139,0.00007186709],"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":[0.00597916,0.00027896,0.006201073,0.00005013205,0.0003519709,0.000005390976,0.1406801,0.0004828557,0.001783313,0.008174121,0.03676536,0.7992475],"study_design_scores_gemma":[0.01049344,0.04592932,0.2540416,0.02914013,0.0007067944,0.0001882223,0.2855197,0.008571323,0.001541335,0.02005087,0.3425269,0.001290232],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4000193,0.04293164,0.09183555,0.4470675,0.006220149,0.001962519,0.000009814248,0.00003957992,0.009913976],"genre_scores_gemma":[0.9886546,0.007778275,0.001838649,0.001236519,0.0003259332,0.00002235766,0.000003042854,0.000008734989,0.0001319198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7979573,"threshold_uncertainty_score":0.2841145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386440509","doi":"10.1186/s12245-023-00532-x","title":"Vaping-induced acute epiglottitis: a case report","year":2023,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Epiglottitis; Odynophagia; Epiglottis; Sore throat; Dysphagia; Throat; Airway; Pediatrics; Laryngoscopy; Intensive care medicine; Anesthesia; Surgery; Intubation; Larynx","authors":[{"name":"Amir Khorrami","is_ca":true},{"name":"Mohammad Ali Khorrami","is_ca":true},{"name":"Heitham Gheriani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06079637688427666,"gpt":0.4137818297716785,"spread":0.3529854528874019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006072433,0.0001342732,0.0003426716,0.0005879804,0.00005877606,0.000002931189,0.0001612872,0.00008051917,0.004132258],"category_scores_gemma":[0.001518989,0.0001009021,0.0002185442,0.0003732168,0.00005546,0.0001708116,0.00004216447,0.0002879309,0.00009877176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000704505,"about_ca_system_score_gemma":0.0001595042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008072031,"about_ca_topic_score_gemma":0.00001308254,"domain_scores_codex":[0.9980266,0.00004378177,0.0009694015,0.0001538569,0.0006236799,0.000182698],"domain_scores_gemma":[0.9978524,0.00006529328,0.0005072952,0.0001697858,0.001170852,0.0002343363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003275136,0.0002797002,0.1065356,0.00003821376,0.002626445,0.6891233,0.0005643708,0.000006924238,0.01251214,0.000394803,0.185495,0.002096083],"study_design_scores_gemma":[0.004402427,0.002324398,0.1249922,0.0006211256,0.001167797,0.831174,0.0006740451,0.0001895553,0.001060616,0.001605878,0.03156077,0.0002272461],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670087,0.000464387,0.0001611357,0.01107904,0.01407906,0.0001111184,0.000007124648,0.00006644108,0.007022998],"genre_scores_gemma":[0.9923136,0.001132036,0.00004428422,0.0004319064,0.00323087,0.000005558719,0.0000350681,0.00001937078,0.002787273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1539342,"threshold_uncertainty_score":0.9967781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394060149","doi":"10.1186/s12245-024-00616-2","title":"Screening for harmful substance use in emergency departments: a systematic review","year":2024,"lang":"en","type":"review","venue":"International Journal of Emergency Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Coastal Health Research Institute; Vancouver Coastal Health; University of Manitoba; University of British Columbia; Kingston Health Sciences Centre; Stornoway Diamond (Canada); Queen's University","funders":"","keywords":"Medicine; Audit; Emergency department; Alcohol Use Disorders Identification Test; Substance abuse; Family medicine; Population; Psychiatry; MEDLINE; Alcohol use disorder; Alcohol abuse; Alcohol dependence; Emergency medicine; Alcohol; Poison control; Injury prevention; Environmental health","authors":[{"name":"Jessica Moe","is_ca":true},{"name":"Justin Koh","is_ca":true},{"name":"A Cuthbert Jennifer","is_ca":true},{"name":"Lulu X Pei","is_ca":true},{"name":"Eleanor MacLean","is_ca":true},{"name":"James Keech","is_ca":true},{"name":"Kaitlyn Maguire","is_ca":true},{"name":"Claire Ronsley","is_ca":true},{"name":"Mary M. Doyle‐Waters","is_ca":true},{"name":"Jeffrey R. Brubacher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2207471462616446,"gpt":0.4674583096163071,"spread":0.2467111633546625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001278599,0.0006257668,0.004308106,0.001104335,0.00002599255,0.000009005436,0.0006003409,0.0001649593,0.001316551],"category_scores_gemma":[0.002188313,0.0003674134,0.00168371,0.0007363172,0.00003158386,0.0003132047,0.00003332948,0.0005479801,0.00003975936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004581544,"about_ca_system_score_gemma":0.0002062664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008562054,"about_ca_topic_score_gemma":0.0001004321,"domain_scores_codex":[0.9929488,0.0001420762,0.004932668,0.0003821002,0.001262076,0.0003322751],"domain_scores_gemma":[0.9957258,0.0002982035,0.00230889,0.0003685963,0.001095021,0.000203544],"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":[0.000163924,0.0002660904,0.001027283,0.9016684,0.008394851,0.001404325,0.0003714125,4.257269e-7,9.961343e-7,0.0001670976,0.07253885,0.01399629],"study_design_scores_gemma":[0.00131348,0.0002462867,0.00001810124,0.799813,0.01983331,0.0004953902,0.00008044111,0.000006147806,3.136747e-7,0.0001058914,0.1778388,0.0002488458],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002995737,0.9859415,0.0003400479,0.0008019508,0.01014943,0.002574514,0.00003036848,0.00002421646,0.0001080436],"genre_scores_gemma":[0.00001945758,0.9926379,0.0003655598,0.0001484081,0.001571712,0.0002869527,0.0001983182,0.00009770115,0.004674023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1052999,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402139267","doi":"10.1186/s12245-024-00679-1","title":"Incidence, characteristics, and prehospital outcomes of out-of-hospital cardiac arrest in Qatar: a nationwide gender-based investigation","year":2024,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Medicine; Incidence (geometry); Angiology; Emergency medicine; Medical emergency; Emergency medical services; Cardiopulmonary resuscitation; Internal medicine; Resuscitation","authors":[{"name":"Emad Awad","is_ca":true},{"name":"H. Farhat","is_ca":false},{"name":"Rakan Shami","is_ca":false},{"name":"Nooreh Gholami","is_ca":false},{"name":"Bothina Mortada","is_ca":false},{"name":"Niki Rumbolt","is_ca":false},{"name":"Adnaan Azizurrahman","is_ca":false},{"name":"Abdul Rahman Arabi","is_ca":false},{"name":"Guillaume Alinier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02931315263121046,"gpt":0.3382155816841272,"spread":0.3089024290529167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006999199,0.0001378157,0.0004788648,0.000620649,0.0000125282,0.000005386944,0.0001208612,0.00006992128,0.00010196],"category_scores_gemma":[0.001175615,0.0001034363,0.0001875825,0.0002264866,0.0001494773,0.0002260613,0.00002602121,0.0002223063,0.000002213042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007274537,"about_ca_system_score_gemma":0.0002377999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005649421,"about_ca_topic_score_gemma":0.00001131445,"domain_scores_codex":[0.9976172,0.00005278797,0.001188778,0.0001482067,0.0008911545,0.0001018369],"domain_scores_gemma":[0.9981793,0.0001985589,0.0004893864,0.00009623354,0.0009309086,0.0001056413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001473046,0.0001117507,0.9844998,0.0002799101,0.0005351122,0.00007586685,0.003362805,0.00002102602,0.006425342,0.0005632986,0.001793387,0.002184393],"study_design_scores_gemma":[0.001044648,0.000405048,0.9932471,0.001317635,0.0002326634,0.000002705741,0.0004899053,0.000498839,0.0007180274,0.00091354,0.001023978,0.000105932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487247,0.001636252,0.0004265536,0.003640513,0.04505857,0.0001826926,0.00004612777,0.000008903946,0.000275701],"genre_scores_gemma":[0.9975466,0.0007011559,0.0002892262,0.00002990321,0.001305145,0.000004425697,0.00007313506,0.00001228716,0.0000381872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04882184,"threshold_uncertainty_score":0.421801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396571121","doi":"10.1186/s12245-024-00638-w","title":"Patients’ pathways to the emergency department: a scoping review","year":2024,"lang":"en","type":"review","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Medicine; Emergency department; MEDLINE; Checklist; Family medicine; Health care; Cochrane Library; Systematic review; Triage; Emergency medicine; Medical emergency; Alternative medicine; Nursing","authors":[{"name":"Målfrid Asheim Nummedal","is_ca":false},{"name":"Sarah King","is_ca":false},{"name":"Oddvar Uleberg","is_ca":false},{"name":"Sindre Andre Pedersen","is_ca":false},{"name":"Lars Petter Bjørnsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1213140958680138,"gpt":0.4510628215992499,"spread":0.3297487257312361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001135743,0.0006473287,0.002515992,0.0006048616,0.00009598816,0.000006165623,0.001028326,0.0001379129,0.005538801],"category_scores_gemma":[0.002416684,0.0003199331,0.001640411,0.0009363295,0.00005227529,0.000111393,0.0002952176,0.0008781063,0.0003275998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424843,"about_ca_system_score_gemma":0.0004769117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005860114,"about_ca_topic_score_gemma":0.00001559681,"domain_scores_codex":[0.9931561,0.0001636607,0.003986919,0.0004248801,0.001910256,0.0003581435],"domain_scores_gemma":[0.995149,0.00008684344,0.001508736,0.0004435482,0.002495865,0.0003160791],"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":[0.00002261764,0.0001101271,0.00004084772,0.05137374,0.002361379,0.0001474846,0.0002499472,1.618294e-7,3.890897e-7,0.00008423606,0.7156637,0.2299454],"study_design_scores_gemma":[0.0001780085,0.0003914695,0.000009670431,0.3781807,0.004969371,0.0001215596,0.00003104903,1.707732e-7,1.821888e-7,0.00004200079,0.6159102,0.0001656045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005889608,0.9469922,0.00004449471,0.006329462,0.04167955,0.001719939,0.0001055406,0.00002576225,0.003097158],"genre_scores_gemma":[0.000008249702,0.9897287,0.00003737641,0.0007118262,0.008062324,0.0001308712,0.0001806314,0.00008199587,0.001058051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3268069,"threshold_uncertainty_score":0.9999253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165743731","doi":"10.1007/s12245-010-0252-2","title":"Towards systemic sustainable performance of TBI care systems: emergency leadership frontiers","year":2010,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Context (archaeology); Medicine; Transformational leadership; Sustainability; Medical emergency; Public relations; Nursing; Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09691153705312268,"gpt":0.3801458088151255,"spread":0.2832342717620028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001569285,0.0002344475,0.0007139929,0.0008656748,0.00005932239,0.000005784211,0.0008097172,0.0001587059,0.00313666],"category_scores_gemma":[0.001820014,0.0001730803,0.000245207,0.0004210526,0.0001677201,0.0003027699,0.00006811602,0.0008569525,0.00001308793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279318,"about_ca_system_score_gemma":0.0004883857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391374,"about_ca_topic_score_gemma":0.000004858419,"domain_scores_codex":[0.9950855,0.0000921973,0.001978693,0.0002088713,0.002210028,0.0004247266],"domain_scores_gemma":[0.9921896,0.00005038274,0.001020915,0.0003561517,0.006066389,0.0003165817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004315501,0.0006873569,0.5397646,0.01237795,0.003492565,0.0007398834,0.01712434,0.0001953937,0.09281115,0.006124183,0.3055952,0.01677185],"study_design_scores_gemma":[0.03169331,0.01992146,0.2630922,0.02055753,0.002977277,0.012279,0.4991625,0.007018973,0.02056602,0.00105959,0.1194988,0.002173285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502559,0.01072352,0.0009676386,0.004075893,0.0251604,0.0004731029,0.00001234018,0.00002342996,0.008307762],"genre_scores_gemma":[0.9895265,0.001393691,0.0004358146,0.00003111221,0.002887995,0.00001235359,0.00001656832,0.00003686332,0.005659119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4820382,"threshold_uncertainty_score":0.9977746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392696205","doi":"10.1186/s12245-024-00598-1","title":"PoCUS identification of distal biceps tendon rupture: a case report","year":2024,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Biceps tendon; Biceps; Orthopedic surgery; Emergency department; Referral; Tendon; Elbow; Physical therapy; Surgery","authors":[{"name":"Noman Ali","is_ca":true},{"name":"Alan Tan","is_ca":true},{"name":"Jordan Chenkin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06238183673762424,"gpt":0.4430434025877596,"spread":0.3806615658501353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001103101,0.0001282871,0.0003325587,0.0003718636,0.00002593407,0.000007390389,0.0002383786,0.00007860461,0.002739673],"category_scores_gemma":[0.002683417,0.00008953537,0.0002664432,0.0003870779,0.000132858,0.0001719852,0.00002931869,0.0003738625,0.0000231698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009920866,"about_ca_system_score_gemma":0.0001653742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008272454,"about_ca_topic_score_gemma":0.000009198943,"domain_scores_codex":[0.9963462,0.00003107031,0.002339128,0.0002037568,0.0009674899,0.0001123218],"domain_scores_gemma":[0.9968904,0.0003046736,0.0008236325,0.0002576241,0.00156184,0.0001618346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.0007683383,0.001938476,0.02903588,0.0005247696,0.00369567,0.0893082,0.002544307,0.00004080601,0.7060235,0.01659321,0.1291958,0.02033114],"study_design_scores_gemma":[0.00413772,0.002540051,0.04029463,0.002853523,0.00283036,0.5989118,0.002228439,0.00183383,0.02453681,0.02577189,0.2935326,0.0005282877],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9195545,0.005174465,0.02264679,0.03002804,0.01698314,0.0003146623,0.00007700152,0.00005206664,0.005169354],"genre_scores_gemma":[0.9930757,0.0008961019,0.0004865371,0.00007067445,0.002858224,0.000007604072,0.00006294521,0.00002057155,0.002521664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6814866,"threshold_uncertainty_score":0.998172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2202323374","doi":"10.1186/s12245-015-0091-2","title":"Ventilation monitoring for severe pediatric traumatic brain injury during interfacility transport","year":2015,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Athabasca University; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"University of Manitoba","keywords":"Medicine; Trauma center; Pediatric trauma; Emergency medicine; Ventilation (architecture); Mechanical ventilation; Poison control; Anesthesia; Injury prevention; Retrospective cohort study; Surgery","authors":[{"name":"Gregory Hansen","is_ca":true},{"name":"Jeff K. Vallance","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1315059329417548,"gpt":0.4100010210385424,"spread":0.2784950880967875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000728128,0.0001812629,0.0004197161,0.0003732575,0.00004797905,0.000002403998,0.0002197737,0.00006602045,0.0004054741],"category_scores_gemma":[0.0009074733,0.0001429057,0.0002619554,0.0002067032,0.00003305095,0.0002376937,0.00001886824,0.0002219717,0.000005637582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193075,"about_ca_system_score_gemma":0.0001198453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003192009,"about_ca_topic_score_gemma":0.000008866006,"domain_scores_codex":[0.9974438,0.00002806371,0.001248062,0.0001679759,0.0009149925,0.0001971077],"domain_scores_gemma":[0.9973463,0.00004797788,0.00043905,0.0001239022,0.001813444,0.0002292623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007114086,0.0004850635,0.9186503,0.0006599164,0.001308516,0.000113218,0.0125688,0.0002064277,0.01157455,0.00006101162,0.03633825,0.01091983],"study_design_scores_gemma":[0.006677341,0.001736519,0.9722264,0.0006248124,0.0006945532,0.0002483717,0.004261122,0.00004993742,0.002146814,0.0006697826,0.01038431,0.0002800759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976475,0.001817064,0.001803927,0.002978086,0.01560698,0.0002197215,0.00001838135,0.0000245698,0.001056287],"genre_scores_gemma":[0.9921024,0.0007719665,0.0003752809,0.00002600178,0.005765997,0.00001062078,0.00001527219,0.00002000701,0.0009124035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05357603,"threshold_uncertainty_score":0.5827524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416419371","doi":"10.1186/s12245-025-01069-x","title":"Safety and accuracy of AI in triaging patients in the emergency department","year":2025,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Triage; Emergency department; Reliability (semiconductor); MEDLINE; Sample (material); Patient safety","authors":[{"name":"Lama Alomari","is_ca":false},{"name":"Munifah Afit Terbah Alshammari","is_ca":false},{"name":"Asal Osama Arbaeen","is_ca":false},{"name":"Raghad A. Alshehri","is_ca":false},{"name":"H. Al-Malki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1087583195405758,"gpt":0.4874386001978604,"spread":0.3786802806572845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106287,0.00008417565,0.0002527685,0.0005094099,0.00002140838,0.000001572845,0.000196671,0.00004184138,0.0004125346],"category_scores_gemma":[0.002400018,0.00005443415,0.00005734666,0.0003897281,0.00003617372,0.0001206282,0.00002169823,0.0002781094,0.000001010464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082481,"about_ca_system_score_gemma":0.0001590981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006807106,"about_ca_topic_score_gemma":0.0003176631,"domain_scores_codex":[0.997631,0.00009152369,0.0015971,0.00009708813,0.0004687833,0.000114518],"domain_scores_gemma":[0.9985004,0.0002111174,0.0003874503,0.0001002533,0.0007559361,0.00004483676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007664505,0.0003956165,0.9439881,0.0000599594,0.00006721363,0.00001219881,0.003656887,0.00002038716,0.0002250862,0.001012858,0.005534759,0.04426049],"study_design_scores_gemma":[0.0008540948,0.0004329231,0.9788356,0.0009008842,0.00005994764,0.00001174158,0.00289456,0.0001771375,0.0003912998,0.005805365,0.009580293,0.00005613939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558722,0.00155066,0.0003383495,0.03515819,0.005344685,0.0002455716,0.000002066769,0.000001631958,0.001486621],"genre_scores_gemma":[0.9915373,0.007444674,0.00003234723,0.0004911501,0.0003657708,0.000004526049,0.00001071313,0.000003777523,0.0001097806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04420435,"threshold_uncertainty_score":0.4516965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1484933757","doi":"10.1186/1865-1380-8-s1-o3","title":"Epidemiology of illnesses encountered during a marathon race – an EMS perspective","year":2015,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Triage; Epidemiology; Race (biology); Medical emergency; Perspective (graphical); Angiology; Family medicine; Emergency medicine; Psychiatry; Pathology","authors":[{"name":"Yusra Fatima","is_ca":false},{"name":"Amaan Ahmed","is_ca":false},{"name":"Sohail Abdullah","is_ca":false},{"name":"Imran Shareef","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2124474928987573,"gpt":0.4639329246955615,"spread":0.2514854317968042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00128749,0.00009780729,0.0002977273,0.0001232374,0.00002555464,6.583986e-7,0.0003580177,0.00004501241,0.005512848],"category_scores_gemma":[0.002135304,0.00007074567,0.00005594076,0.0001226943,0.0001101055,0.0003245477,0.00006739258,0.0001386997,0.00002235402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000306282,"about_ca_system_score_gemma":0.00003231815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000913437,"about_ca_topic_score_gemma":0.0002274357,"domain_scores_codex":[0.9982901,0.0001173942,0.0007840168,0.0001241071,0.0005091224,0.0001752131],"domain_scores_gemma":[0.9984384,0.00008564916,0.000730462,0.0001051526,0.0003616534,0.0002787471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001310164,0.0004568697,0.8923755,0.00003380083,0.00013216,0.0001364134,0.03196144,0.001002756,0.02413477,0.0006431798,0.04644207,0.001370855],"study_design_scores_gemma":[0.004200708,0.003318624,0.9254667,0.0005487017,0.00009267812,0.00066519,0.03170088,0.0006512891,0.001972897,0.0235689,0.007475907,0.000337537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816365,0.001343253,0.0002257804,0.008044566,0.005083993,0.00006187509,0.000007301999,0.000004929436,0.003591773],"genre_scores_gemma":[0.9967076,0.0013933,0.0001964186,0.0001828823,0.001204898,0.000001428148,0.000003547791,0.000008269193,0.000301727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03896617,"threshold_uncertainty_score":0.9953963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408275535","doi":"10.1186/s12245-025-00861-z","title":"Predicting triage of pediatric patients in the emergency department using machine learning approach","year":2025,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Triage; Emergency department; Machine learning; Medicine; Artificial intelligence; Naive Bayes classifier; Random forest; Decision tree; Support vector machine; Medical emergency; Computer science; Nursing","authors":[{"name":"Manal Ahmed Halwani","is_ca":false},{"name":"Ghada Merdad","is_ca":false},{"name":"Miada Almasre","is_ca":false},{"name":"S Alsharif","is_ca":false},{"name":"Safinaz M. Alshiakh","is_ca":false},{"name":"Duaa Yousof Mahboob","is_ca":false},{"name":"Marwah Ahmed Halwani","is_ca":false},{"name":"Nojoud Faqerah","is_ca":false},{"name":"Mahmoud Talal Mosuily","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04594672296201128,"gpt":0.3655333867500624,"spread":0.3195866637880511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154862,0.0001816209,0.0004616115,0.0006414872,0.00007102096,0.000001656138,0.0003900292,0.00005821803,0.000418192],"category_scores_gemma":[0.00185629,0.0001126595,0.0002266764,0.0007254775,0.00004165818,0.0001146608,0.00007551711,0.0004631795,5.640607e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000899506,"about_ca_system_score_gemma":0.00008698885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001455309,"about_ca_topic_score_gemma":0.00002436708,"domain_scores_codex":[0.996751,0.0001554343,0.001733986,0.0001623806,0.001009083,0.0001881133],"domain_scores_gemma":[0.9976854,0.00008913079,0.0008361635,0.0001349476,0.001201262,0.00005313852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003194828,0.0005377867,0.9898965,0.0001199403,0.000476554,0.00002152985,0.001522811,0.0002404316,0.0003665766,0.0001696058,0.005760826,0.0005679579],"study_design_scores_gemma":[0.01239057,0.002284213,0.9580936,0.00106687,0.00231601,0.00006366928,0.005832313,0.005921368,0.0003340415,0.0009465428,0.01038169,0.0003690936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737472,0.01101857,0.000746767,0.001102783,0.006650466,0.000279394,0.00001126411,0.000007176952,0.006436418],"genre_scores_gemma":[0.982227,0.01576014,0.0002461821,0.00007151803,0.001403209,0.000005983655,0.00003421402,0.00001157252,0.0002402266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03180288,"threshold_uncertainty_score":0.4594123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390589391","doi":"10.1186/s12245-023-00580-3","title":"The utility of the abdominal series in the emergency setting: a retrospective review","year":2024,"lang":"en","type":"review","venue":"International Journal of Emergency Medicine","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Emergency department; Retrospective cohort study; Emergency medicine; Radiology; Internal medicine; Nursing","authors":[{"name":"Sarah Hogan","is_ca":true},{"name":"Joshua Ward","is_ca":true},{"name":"Eric Sala","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08475586420751795,"gpt":0.4508737913252244,"spread":0.3661179271177064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004222664,0.0003734181,0.001529055,0.0002326984,0.00008571632,0.000007583203,0.001591863,0.00009802645,0.002786533],"category_scores_gemma":[0.002536004,0.0001356313,0.001241172,0.0007764284,0.0002172521,0.00008705165,0.0002362721,0.001180602,0.0000137099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841016,"about_ca_system_score_gemma":0.000308221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005179963,"about_ca_topic_score_gemma":0.00008001766,"domain_scores_codex":[0.9938995,0.0004490434,0.003169121,0.000261234,0.00198649,0.0002346319],"domain_scores_gemma":[0.9960532,0.0001981293,0.002271678,0.0005469817,0.0008599691,0.00007010809],"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":[0.00006052223,0.0001907295,0.0007270153,0.01493524,0.001652652,0.0001979464,0.0004684358,6.142013e-8,8.204046e-7,0.002545803,0.7306601,0.2485607],"study_design_scores_gemma":[0.0002437354,0.0002537124,0.002613121,0.09421837,0.003542346,0.0005065091,0.0003693129,0.000002803311,4.084002e-7,0.001190621,0.8969621,0.00009692721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002312515,0.949319,0.00001182183,0.03182851,0.010994,0.001047923,0.00002756974,0.000004718434,0.006743312],"genre_scores_gemma":[0.0008294546,0.9953305,0.00001197416,0.000266433,0.002000004,0.00006490124,0.00001410756,0.00002924633,0.00145341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2484637,"threshold_uncertainty_score":0.9981251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398172194","doi":"10.1186/s12245-024-00648-8","title":"Emergency medicine residents and performance under pressure: learning from elite athletes’ experience","year":2024,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Université de Sherbrooke","funders":"Faculté de médecine et des sciences de la santé, Université de Sherbrooke","keywords":"PsycINFO; Medicine; Sports medicine; Athletes; MEDLINE; Medical education; Applied psychology; Curriculum; Psychology; Physical therapy","authors":[{"name":"Gabrielle Trépanier","is_ca":true},{"name":"Viviane Falardeau","is_ca":true},{"name":"Gurpreet Sohi","is_ca":true},{"name":"Véronique Richard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06877107935201066,"gpt":0.4158033631184505,"spread":0.3470322837664398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007989758,0.0002234637,0.0003246526,0.0003831551,0.00008757769,0.000005376753,0.0005434033,0.0001320593,0.08144473],"category_scores_gemma":[0.0001942963,0.0001638144,0.00008286085,0.0002765701,0.0001914849,0.0004895461,0.00005501314,0.0006828433,0.00009954617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002785364,"about_ca_system_score_gemma":0.00002705752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002663307,"about_ca_topic_score_gemma":0.000009262056,"domain_scores_codex":[0.9972934,0.00009243893,0.001268832,0.0003484002,0.0007472634,0.0002496806],"domain_scores_gemma":[0.9986985,0.0001177806,0.0004581394,0.0001945276,0.0003739375,0.0001571164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001298337,0.000157178,0.6865889,0.0000954546,0.002328456,0.0003145388,0.04311636,0.0001564514,0.007005825,0.003825321,0.2165409,0.03857228],"study_design_scores_gemma":[0.00110699,0.000702227,0.7828264,0.00138398,0.000180856,0.0001873006,0.00188767,0.0005429642,0.00003457617,0.001912776,0.2090161,0.0002181519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8353102,0.08826829,0.0009542855,0.003790922,0.05492271,0.00007406923,0.00000484822,0.0000386274,0.01663599],"genre_scores_gemma":[0.9267814,0.04871275,0.00002916365,0.0001668673,0.005741066,0.000008319445,0.00001753888,0.00002529572,0.0185176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09623748,"threshold_uncertainty_score":0.919395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309074955","doi":"10.1186/s12245-022-00464-y","title":"Improving safety and communication for healthcare providers caring for SARS-COV-2 patients","year":2022,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"University Health Network","keywords":"Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Health care; Patient safety; 2019-20 coronavirus outbreak; Medical emergency; Angiology; Nursing; Virology; Internal medicine","authors":[{"name":"Ahmed Taher","is_ca":true},{"name":"Peter M. Glazer","is_ca":true},{"name":"Chris Culligan","is_ca":true},{"name":"Stephanie Crump","is_ca":true},{"name":"Steven Guirguis","is_ca":true},{"name":"Jennifer M. Jones","is_ca":true},{"name":"Alia Dharamsi","is_ca":true},{"name":"Lucas B. Chartier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1474108872263289,"gpt":0.480250870132908,"spread":0.3328399829065791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001583716,0.00009753624,0.0002326364,0.0002179437,0.0006958229,4.366464e-7,0.000384964,0.00004709424,0.0001363765],"category_scores_gemma":[0.00188749,0.00008478752,0.00007836505,0.00009320291,0.00003880251,0.0001833233,0.0001300848,0.000391145,5.877972e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003343152,"about_ca_system_score_gemma":0.0002439837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002749996,"about_ca_topic_score_gemma":0.0001345687,"domain_scores_codex":[0.997658,0.0002139184,0.001257026,0.0001319912,0.0005415383,0.000197582],"domain_scores_gemma":[0.9962729,0.0004249504,0.001611588,0.0001327627,0.001476586,0.00008118543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01278588,0.001006203,0.5878086,0.002148382,0.001244416,0.000004419494,0.08805665,0.0006717383,0.01030487,0.02806613,0.181781,0.08612169],"study_design_scores_gemma":[0.01470053,0.002327623,0.06140206,0.0007713442,0.0001766704,0.000008551728,0.01736378,0.003427122,0.0001061444,0.005052695,0.894369,0.0002944543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5706553,0.004026863,0.1479078,0.2171192,0.05187892,0.006017355,0.0006995572,0.00007227353,0.001622647],"genre_scores_gemma":[0.995033,0.0004992693,0.001201994,0.001776724,0.0007034715,0.000207511,0.0002513784,0.00002180261,0.0003048401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.712588,"threshold_uncertainty_score":0.5351778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}