{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":21,"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":"8c18245e5eae","filters":{"venue":"Open Access Emergency Medicine"}},"results":[{"id":"W3178341404","doi":"10.2147/oaem.s316366","title":"Investigating Indicators of Waiting Time and Length of Stay in Emergency Departments","year":2021,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Taif University","keywords":"Triage; Medicine; Emergency department; Disposition; Descriptive statistics; Christian ministry; Emergency medicine; Medical emergency; Multivariate analysis; Nursing; Statistics; Psychology; Internal medicine","authors":[{"name":"Nojoud Al Nhdi","is_ca":false},{"name":"Hajar Al Asmari","is_ca":false},{"name":"Abdulellah Al Thobaity","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07015142277597343,"gpt":0.417333514779163,"spread":0.3471820920031896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007035755,0.0002574147,0.0009502125,0.0003179318,0.00009185848,0.000004566412,0.0004706998,0.00008675243,0.007164271],"category_scores_gemma":[0.001676784,0.0002142833,0.00007456263,0.001652041,0.000198405,0.0004565581,0.0009340601,0.0002231355,0.000003239571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002743445,"about_ca_system_score_gemma":0.0001472341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007646778,"about_ca_topic_score_gemma":0.0002859408,"domain_scores_codex":[0.9970112,0.0001216703,0.001589606,0.0004664929,0.0004815239,0.0003294933],"domain_scores_gemma":[0.9984289,0.00006251734,0.0005951302,0.0003775978,0.0003490303,0.0001868205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004324085,0.0002480968,0.9503875,0.0008209422,0.0003561972,0.00003185533,0.002153169,0.000003488658,0.02710126,0.0005619788,0.01411565,0.004176666],"study_design_scores_gemma":[0.006625934,0.001001657,0.8967599,0.002968497,0.001024949,0.00003132815,0.006291666,0.0006407059,0.07370169,0.002818887,0.007261278,0.0008734772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949697,0.009607096,0.00000469111,0.001285901,0.0005609476,0.0005289083,0.00002803098,0.00001360694,0.03827382],"genre_scores_gemma":[0.9788259,0.01887152,0.0002938383,0.00007786246,0.000143532,0.00003823622,0.0001085493,0.00003224503,0.001608276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05362752,"threshold_uncertainty_score":0.9937433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980923900","doi":"10.2147/oaem.s25048","title":"Management of critically ill patients receiving noninvasive and invasive mechanical ventilation in the emergency department","year":2012,"lang":"en","type":"review","venue":"Open Access Emergency Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Mechanical ventilation; Ventilation (architecture); Emergency department; Noninvasive ventilation; ARDS; Pressure support ventilation; Respiratory failure; Pneumonia; Exacerbation; Emergency medicine; Anesthesia; Lung; Internal medicine","authors":[{"name":"Louise Rose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1626200246291387,"gpt":0.4490533872888979,"spread":0.2864333626597592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001584594,0.0005689336,0.00199238,0.0003406176,0.0001079241,0.00002186701,0.001374135,0.0002656396,0.005053792],"category_scores_gemma":[0.0005270548,0.0003510663,0.0002447531,0.0008576983,0.00007399936,0.0005537663,0.001041231,0.000434052,0.00002509134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053269,"about_ca_system_score_gemma":0.0001521662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007191009,"about_ca_topic_score_gemma":0.0000929048,"domain_scores_codex":[0.9953164,0.0003435801,0.002226619,0.0006824901,0.0009035591,0.0005273193],"domain_scores_gemma":[0.9972348,0.0001096493,0.0008556658,0.0008006916,0.0007183835,0.0002808596],"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":[0.0001297424,0.00120621,0.005956547,0.04151513,0.0007391656,0.0001836724,0.0005360355,7.088934e-8,0.000007732094,0.002744939,0.00710643,0.9398743],"study_design_scores_gemma":[0.001947024,0.0008858358,0.01102712,0.02361958,0.006205675,0.00003256537,0.0006567687,0.000001229308,0.00002807108,0.0005469263,0.9544965,0.0005526785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001208437,0.9715328,0.0001338229,0.0003493688,0.002494958,0.007475922,0.00003215906,0.00001584678,0.01675666],"genre_scores_gemma":[0.002599488,0.9944902,0.0002438183,0.0002025724,0.0002777443,0.0008001798,0.0005641735,0.00006865834,0.0007531512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9473901,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987910861","doi":"10.2147/oaem.s43621","title":"Characteristics of patients and families who make early return visits to the pediatric emergency department","year":2013,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services; Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Emergency department; Medicine; Medical emergency; Emergency medicine; Family medicine; Psychiatry","authors":[{"name":"Samina Ali","is_ca":true},{"name":"Logue","is_ca":true},{"name":"Spiers","is_ca":true},{"name":"Richard Newton","is_ca":true},{"name":"Lander","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03554564626087212,"gpt":0.3550539787714939,"spread":0.3195083325106217,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003564267,0.0003752591,0.0008029003,0.0002055461,0.0002682417,0.00002504911,0.0009715074,0.00008432295,0.006209992],"category_scores_gemma":[0.0006265106,0.0002264788,0.00009264528,0.0009298137,0.00007994997,0.0004699959,0.001229402,0.0002170545,0.00005602832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002975307,"about_ca_system_score_gemma":0.00003959719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702518,"about_ca_topic_score_gemma":0.0001807664,"domain_scores_codex":[0.9970587,0.00008041046,0.001244042,0.0005169234,0.0006530862,0.0004468376],"domain_scores_gemma":[0.9977299,0.0000428068,0.0004035619,0.0005952602,0.0009149878,0.000313482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007619753,0.000120237,0.7887612,0.0002507958,0.0001128336,0.000002108991,0.001303324,1.131227e-7,0.00005393216,0.00008629342,0.20479,0.004443014],"study_design_scores_gemma":[0.0007555959,0.0007650706,0.9746639,0.000100331,0.0003932873,0.000001340662,0.0003020935,0.000007722447,0.00006878605,0.0001569983,0.02254339,0.0002415478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740396,0.003328651,0.00002452171,0.006218568,0.002578077,0.002581667,0.00008772712,0.00002453835,0.01111664],"genre_scores_gemma":[0.9477059,0.04516727,0.00004590093,0.0004558272,0.0008167785,0.0003311162,0.0001048229,0.00004165761,0.005330697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1859027,"threshold_uncertainty_score":0.9946985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2576385936","doi":"10.2147/oaem.s122646","title":"High stakes and high emotions: providing safe care in Canadian emergency departments","year":2017,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Children’s Health Research Institute; University of Calgary; Cochrane; Women and Children’s Health Research Institute","funders":"Canadian Institutes of Health Research; Health Canada; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Debriefing; Patient safety; Emergency department; Medicine; Health care; Distress; Near miss; Medical emergency; Nursing; Medical education; Clinical psychology","authors":[{"name":"Samina Ali","is_ca":true},{"name":"Denise Thomson","is_ca":true},{"name":"Timothy A.D. Graham","is_ca":false},{"name":"Sean Rickard","is_ca":true},{"name":"Antonia Stang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2234355445886791,"gpt":0.5367968447737705,"spread":0.3133613001850915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009688639,0.0002496859,0.0004598635,0.0003208397,0.002850492,0.000007503218,0.001835129,0.0001835444,0.01722616],"category_scores_gemma":[0.00174242,0.0002092855,0.0000266977,0.0002728055,0.0001130522,0.00160106,0.0006538642,0.0004515537,0.0001058586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473851,"about_ca_system_score_gemma":0.0008448294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7381871,"about_ca_topic_score_gemma":0.8740527,"domain_scores_codex":[0.9969181,0.0002880301,0.001096607,0.0005304788,0.0003671532,0.0007996178],"domain_scores_gemma":[0.9972854,0.00004835323,0.0007819561,0.0008759269,0.0002713279,0.0007370454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004851111,0.00003870083,0.963265,0.0002919764,0.00002911241,0.000009459565,0.00552603,0.000008195966,0.00002242198,0.003087322,0.025323,0.002350285],"study_design_scores_gemma":[0.00167839,0.00008851133,0.8709163,0.0004548031,0.00004259743,3.586772e-7,0.003694636,0.00002670986,0.000008169758,0.001079214,0.1217955,0.0002148086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8494273,0.001321663,0.00009692118,0.03336471,0.01344686,0.004268424,0.0001703636,0.00004231049,0.09786142],"genre_scores_gemma":[0.985952,0.003941691,0.00009079007,0.0003197873,0.0004416694,0.0005855269,0.0003562656,0.00003103375,0.008281273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1365246,"threshold_uncertainty_score":0.9984477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366830569","doi":"10.2147/oaem.s403145","title":"Effective Coverage of Emergency Obstetric and Newborn Care Services in Africa: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"Open Access Emergency Medicine","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Inyuvesi Yakwazulu-Natali","keywords":"Medicine; Medical emergency; Nursing; Intensive care medicine","authors":[{"name":"Mihiretu Alemayehu","is_ca":false},{"name":"Bereket Yakob","is_ca":true},{"name":"Nelisiwe Khuzwayo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1598397434306369,"gpt":0.5015871874108486,"spread":0.3417474439802117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008076055,0.0006829905,0.005131129,0.0006096858,0.00009033037,0.00001502778,0.001363933,0.0002513949,0.002085041],"category_scores_gemma":[0.0004722525,0.0004608221,0.0002775051,0.003577163,0.00004660444,0.0003748468,0.00141183,0.0005684868,0.00005264821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037299,"about_ca_system_score_gemma":0.000399318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004330594,"about_ca_topic_score_gemma":0.0008721508,"domain_scores_codex":[0.9948935,0.0003449157,0.002669373,0.0008863402,0.0006388298,0.0005670291],"domain_scores_gemma":[0.9971908,0.0001729034,0.001276001,0.0006920145,0.0003154138,0.0003528862],"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":[0.00002156117,0.0000519878,0.002178566,0.6910508,0.0001386101,0.0000628075,0.0002754115,9.572643e-8,1.774361e-7,0.00002185385,0.001965165,0.3042329],"study_design_scores_gemma":[0.0007797684,0.0002945131,0.003091198,0.7079452,0.001636048,0.00001738992,0.0001010983,6.010102e-7,1.876636e-7,0.0000674543,0.2857885,0.0002780365],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000110605,0.9692245,0.000001600021,0.0002394791,0.001767453,0.01062769,0.00007977855,0.00003700702,0.01791185],"genre_scores_gemma":[0.00004643967,0.9974174,0.00001292846,0.0001064319,0.0003614686,0.0006881563,0.0002512023,0.00008881703,0.001027128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3039549,"threshold_uncertainty_score":0.9997844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2910044693","doi":"10.2147/oaem.s149296","title":"A missed traumatic atlanto-axial rotatory subluxation in an adult patient: case report","year":2019,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Spinal Fractures and Fixation Techniques","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":"McGill University Health Centre","funders":"","keywords":"Medicine; Subluxation; Pathology; Alternative medicine","authors":[{"name":"Bardia Barimani","is_ca":true},{"name":"Rayan Fairag","is_ca":true},{"name":"Fahad H. Abduljabbar","is_ca":true},{"name":"Ahmed Aoude","is_ca":true},{"name":"Carlo Santaguida","is_ca":true},{"name":"Jean Ouellet","is_ca":true},{"name":"Michael H. Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09393560448827523,"gpt":0.4468820458268404,"spread":0.3529464413385652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005393616,0.000233497,0.0005479913,0.0003095436,0.00006936945,0.00004363831,0.0004378753,0.0001340968,0.01147947],"category_scores_gemma":[0.0004141121,0.0001760293,0.0000606569,0.0005610528,0.00003774686,0.00112929,0.0001306899,0.0002689432,0.00002859819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009489959,"about_ca_system_score_gemma":0.0001095446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009522201,"about_ca_topic_score_gemma":0.00108396,"domain_scores_codex":[0.9975578,0.00008235523,0.001130992,0.0004972374,0.0004639375,0.0002676604],"domain_scores_gemma":[0.9982316,0.00002570948,0.000508163,0.0006697755,0.000332608,0.0002321136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002662489,0.001824585,0.8511436,0.001244609,0.0001486069,0.03249032,0.009166612,0.00002697421,0.0126369,0.00181648,0.04933968,0.03749915],"study_design_scores_gemma":[0.01590148,0.009922393,0.8831058,0.003437391,0.0005321316,0.02377891,0.008084274,0.006841451,0.008232825,0.002772177,0.03558785,0.001803295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974333,0.0001590132,0.0001766589,0.001769554,0.0007572052,0.002311056,0.000003590563,0.00007719595,0.02041276],"genre_scores_gemma":[0.9967756,0.0001124281,0.0002798228,0.0007519563,0.0002511859,0.0001706009,0.0002928978,0.00003699517,0.001328544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03569586,"threshold_uncertainty_score":0.9970735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007614291","doi":"10.2147/oaem.s14307","title":"Aggressive behaviors in the psychiatric emergency service","year":2011,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Université Laval; Cégep Saint-Jean-sur-Richelieu; McGill University","funders":"","keywords":"Medicine; Psychiatry; Service (business); Medical emergency; Emergency department; Psychology; Business","authors":[{"name":"Yves Chaput","is_ca":true},{"name":"Lucie Beaulieu","is_ca":true},{"name":"Michel Paradis","is_ca":true},{"name":"Édith Labonté","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2365500635021685,"gpt":0.4822007322466749,"spread":0.2456506687445064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001687986,0.000608496,0.0006869003,0.0006103353,0.0003175475,0.00003953343,0.008093031,0.0002384681,0.1084468],"category_scores_gemma":[0.0001495149,0.0004201657,0.0001340877,0.004092556,0.0001325164,0.001070822,0.0007156771,0.0007583424,0.000933986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000549782,"about_ca_system_score_gemma":0.00007369587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01942636,"about_ca_topic_score_gemma":0.006440255,"domain_scores_codex":[0.9947685,0.0005912833,0.001753901,0.00114087,0.0007212534,0.001024194],"domain_scores_gemma":[0.9962769,0.00006310033,0.001225742,0.001948688,0.0002084775,0.0002771245],"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":[0.0002676918,0.0008731023,0.23839,0.00004109344,0.00008483732,0.00009166571,0.02218069,5.657076e-7,0.00005144175,0.005760726,0.7291149,0.003143297],"study_design_scores_gemma":[0.003081128,0.0007001825,0.9280214,0.0001690584,0.0003023454,0.0001032597,0.01368093,0.000009217411,0.00001144362,0.009769458,0.04328139,0.0008702465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2841976,0.003528438,0.00005892217,0.00368531,0.2047076,0.001640904,0.00001977184,0.00007349262,0.5020879],"genre_scores_gemma":[0.9842761,0.001241501,0.0002249684,0.002138504,0.004547074,0.001024749,0.00009445647,0.0001606918,0.006291974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7000784,"threshold_uncertainty_score":0.9998439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224557614","doi":"10.2147/oaem.s341709","title":"Emergency Medicine Physicians’ Views on Providing Unnecessary Management in the Emergency Department","year":2022,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Healthcare cost, quality, practices","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 British Columbia","funders":"College of Medicine, King Saud University; King Saud University; ABIM Foundation","keywords":"Medicine; Emergency department; Psychological intervention; Malpractice; Medical emergency; Defensive medicine; Family medicine; Cross-sectional study; Emergency medicine; Medical malpractice; Nursing","authors":[{"name":"Abdulaziz Alalshaikh","is_ca":false},{"name":"Bader Alyahya","is_ca":false},{"name":"Mohammed Almohawes","is_ca":false},{"name":"Mosaed Alnowiser","is_ca":false},{"name":"Mohammed Ghandour","is_ca":false},{"name":"Mohammed Alyousef","is_ca":false},{"name":"Fahad Abuguyan","is_ca":false},{"name":"Abdulaziz Almehlisi","is_ca":false},{"name":"Fawaz Altuwaijri","is_ca":false},{"name":"Mohammed K Alageel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7472528790052081,"gpt":0.6368016913749884,"spread":0.1104511876302197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01857493,0.0007770811,0.00127446,0.0006860105,0.003746168,0.00001653546,0.007337703,0.0001576265,0.1555127],"category_scores_gemma":[0.00136821,0.0005406896,0.0001602459,0.004192817,0.0001358523,0.001640526,0.003973624,0.002672147,0.0003652877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000778807,"about_ca_system_score_gemma":0.0002713096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332169,"about_ca_topic_score_gemma":0.007613155,"domain_scores_codex":[0.9789732,0.01029651,0.004676363,0.001561956,0.002800621,0.00169138],"domain_scores_gemma":[0.9938699,0.0007032721,0.002480335,0.002241716,0.0003435448,0.0003612054],"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":[0.0003927517,0.001298126,0.06761833,0.001442099,0.0001910287,0.00008025206,0.01914692,0.00005512355,0.00005643204,0.01250236,0.8823183,0.01489832],"study_design_scores_gemma":[0.002226723,0.001022035,0.1112142,0.0006780809,0.0002348802,0.000002491755,0.04690925,0.00009850761,0.00000452625,0.006658321,0.8303268,0.0006242178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1075792,0.007449284,0.0001502919,0.2002265,0.03169349,0.01575769,0.00008977439,0.0001815893,0.6368722],"genre_scores_gemma":[0.8131782,0.06587282,0.0001065046,0.0252857,0.005971328,0.02665471,0.001106521,0.0003274287,0.06149671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7055991,"threshold_uncertainty_score":0.9997045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122428159","doi":"10.2147/oaem.s289748","title":"Identification of Predictors of Abnormal Calcium, Magnesium and Phosphorus Blood Levels in the Emergency Department: A Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Magnesium in Health and Disease","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval","funders":"Université Laval","keywords":"Medicine; Emergency department; Hyperphosphatemia; Internal medicine; Hypomagnesemia; Kidney disease; Retrospective cohort study; Hypermagnesemia; Risk factor; Magnesium","authors":[{"name":"A. Lapointe","is_ca":true},{"name":"Nikyel Royer Moreau","is_ca":true},{"name":"David Simonyan","is_ca":true},{"name":"François Rousseau","is_ca":true},{"name":"Viviane Mallette","is_ca":true},{"name":"Frédérique Préfontaine-Racine","is_ca":true},{"name":"Caroline Paquette","is_ca":true},{"name":"Myriam Mallet","is_ca":true},{"name":"Annie St‐Pierre","is_ca":true},{"name":"Simon Berthelot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05661278842496205,"gpt":0.4026290834949692,"spread":0.3460162950700071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001884265,0.0002328074,0.0005783045,0.0001560042,0.0001578126,0.00002287689,0.001029404,0.00007059823,0.003915405],"category_scores_gemma":[0.0009156918,0.0001758613,0.00005417211,0.001305932,0.0001143621,0.0006196208,0.0003431976,0.0001818861,0.00000188372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000392151,"about_ca_system_score_gemma":0.000107079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005823566,"about_ca_topic_score_gemma":0.001049805,"domain_scores_codex":[0.9961665,0.0004559893,0.001677183,0.000565765,0.0007989085,0.0003356639],"domain_scores_gemma":[0.9978825,0.00006400668,0.000649868,0.0007424228,0.0004922239,0.0001689502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000290397,0.001368153,0.9916576,0.0005264714,0.00003402077,0.00001991551,0.002870695,0.000003325427,0.001450108,0.0001142738,0.001393266,0.0002718168],"study_design_scores_gemma":[0.001778419,0.0005875696,0.9906884,0.00002753665,0.0006137746,0.000004952678,0.00198344,0.00004543678,0.003620286,0.0004303317,0.00007043348,0.0001494461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851151,0.00377987,0.00001485267,0.0009291735,0.002720307,0.002736886,0.0001011858,0.00001226222,0.004590339],"genre_scores_gemma":[0.9986339,0.0002736657,0.000006982462,0.00005152213,0.0001908232,0.0003437621,0.00005755238,0.00002073466,0.0004210779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01351876,"threshold_uncertainty_score":0.9969952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052913453","doi":"10.2147/oaem.s59750","title":"Clinical impact of extending after-hours radiology coverage for emergency department computed tomography imaging","year":2014,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Emergency department; Computed tomography; Evening; Radiology; Medical imaging; Emergency medicine; Nuclear medicine; Nursing","authors":[{"name":"Samer Dabbo","is_ca":true},{"name":"Howard Ovens","is_ca":true},{"name":"Catherine Varner","is_ca":true},{"name":"Robert Bleakney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09934800207921848,"gpt":0.5159886008944765,"spread":0.4166405988152581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002399052,0.0003074949,0.001069073,0.0003201433,0.0001332985,0.00001460462,0.0008047515,0.0001312725,0.009210368],"category_scores_gemma":[0.001067762,0.0002256891,0.0004112458,0.000549104,0.000173169,0.0006987604,0.0002448999,0.0002634275,0.000008260141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006921847,"about_ca_system_score_gemma":0.0001424696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006475734,"about_ca_topic_score_gemma":0.00003084664,"domain_scores_codex":[0.9967679,0.0003306918,0.00155872,0.0006240852,0.0002234711,0.0004951531],"domain_scores_gemma":[0.9974278,0.0003366233,0.0008743436,0.0006550298,0.0003515695,0.0003546754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001161774,0.0003857845,0.9195131,0.0001196263,0.0004214513,0.000004794123,0.0001407491,0.00002932246,0.0003679731,0.0001526048,0.05851934,0.01918344],"study_design_scores_gemma":[0.002915148,0.001774568,0.9766724,0.0001597533,0.000554648,0.00005328865,0.00006371182,0.001807033,0.00002367096,0.0006969696,0.01505681,0.0002220385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682986,0.003237037,0.009472982,0.00243489,0.006667977,0.001763033,0.0000244534,0.00004004653,0.008060986],"genre_scores_gemma":[0.9926691,0.003461252,0.0009239546,0.0002334439,0.00164563,0.0002163111,0.0002988434,0.00004376155,0.0005076691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05715923,"threshold_uncertainty_score":0.9916953,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2178022299","doi":"10.2147/oaem.s74646","title":"Canadian Triage and Acuity Scale: testing the mental health categories","year":2015,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Manitoba","funders":"","keywords":"Triage; Mental health; Concordance; Medicine; Scale (ratio); Reliability (semiconductor); Psychiatry; Nursing","authors":[{"name":"Annemarie Brown","is_ca":true},{"name":"Diana E. Clarke","is_ca":true},{"name":"J. M. Spence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2102003294215782,"gpt":0.4581086213347601,"spread":0.2479082919131819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00153516,0.0002567884,0.0005711551,0.000121505,0.0007701241,0.00004361227,0.0007526967,0.00005365442,0.0009819571],"category_scores_gemma":[0.00118724,0.0001494036,0.00003590343,0.0008229464,0.000240706,0.0005222479,0.0006078194,0.0002676234,0.00001075658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094142,"about_ca_system_score_gemma":0.0008857559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4753411,"about_ca_topic_score_gemma":0.263953,"domain_scores_codex":[0.9979503,0.0001134229,0.0006118693,0.0003960149,0.0004158762,0.0005125842],"domain_scores_gemma":[0.9981349,0.00005029638,0.0001856134,0.0004113843,0.0003631333,0.0008547307],"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":[0.00005724446,0.00003203257,0.1700385,0.00007507938,0.0000902639,0.00001130386,0.004842968,3.442954e-7,0.00007123852,0.0003033161,0.8172887,0.007188966],"study_design_scores_gemma":[0.005020022,0.001417681,0.2441933,0.0005485657,0.0003119807,0.0001472411,0.02144182,0.000126409,0.0001244324,0.002214039,0.7239151,0.0005393745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2085148,0.04515177,0.00003946972,0.3669288,0.007411388,0.003832798,0.0001235527,0.0001099251,0.3678876],"genre_scores_gemma":[0.9696316,0.01236442,0.0002275533,0.005302457,0.001475615,0.0001446384,0.0001969801,0.00005422418,0.01060259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7611167,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982601924","doi":"10.2147/oaem.s200342","title":"&lt;p&gt;Management Strategies Of Idiopathic Anaphylaxis In The Emergency Room: Current Perspectives&lt;/p&gt;","year":2019,"lang":"en","type":"review","venue":"Open Access Emergency Medicine","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Intensive care medicine; Anaphylaxis; Omalizumab; Adverse effect; Prednisone; Pediatrics; Allergy; Immunology; Internal medicine; Immunoglobulin E","authors":[{"name":"Michelle Le","is_ca":true},{"name":"Sofianne Gabrielli","is_ca":true},{"name":"Sarah De Schryver","is_ca":true},{"name":"Moshe Ben‐Shoshan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1855368174508772,"gpt":0.488383467113673,"spread":0.3028466496627958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003761805,0.001244103,0.004498591,0.001784161,0.000238635,0.00009792886,0.006722182,0.0004151335,0.01327067],"category_scores_gemma":[0.0004415264,0.0007540831,0.00098112,0.005532823,0.0002934363,0.001001171,0.00203668,0.001809412,0.0001957085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676837,"about_ca_system_score_gemma":0.001008022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003735402,"about_ca_topic_score_gemma":0.0008927059,"domain_scores_codex":[0.9902465,0.001073523,0.003354775,0.001694002,0.002480131,0.001151119],"domain_scores_gemma":[0.9949993,0.0001276599,0.001337903,0.002542596,0.0006477718,0.0003447394],"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":[0.0002268583,0.001964986,0.0001157309,0.1007023,0.001671321,0.0001918446,0.002010317,0.000005968348,0.00001478588,0.03811306,0.0726995,0.7822833],"study_design_scores_gemma":[0.001351981,0.001245355,0.001828672,0.02808175,0.0004662749,0.00002190513,0.002237204,0.00001554136,8.324505e-7,0.0006123839,0.9634869,0.0006511989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000118209,0.846977,0.00002748865,0.0006521415,0.00235724,0.005137293,0.00004300496,0.00003199192,0.1446557],"genre_scores_gemma":[0.006907095,0.9851792,0.00001576204,0.00001589699,0.001006034,0.0008589785,0.0003217678,0.0001398218,0.005555387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8907874,"threshold_uncertainty_score":0.999491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200122010","doi":"10.2147/oaem.s337900","title":"Practice Patterns and Assessment of Needs for Pediatric Pain Management in Alberta Emergency Departments","year":2021,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Distraction; Distress; Pain management; Emergency department; Quality management; Pain assessment; Medical emergency; Family medicine; Health care; Nursing; Physical therapy; Psychology; Operations management; Management system","authors":[{"name":"Neta Bar","is_ca":true},{"name":"Jennifer Thull‐Freedman","is_ca":true},{"name":"Samina Ali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07504058016094857,"gpt":0.4678536699851361,"spread":0.3928130898241875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003200987,0.000323564,0.0007411636,0.0007017523,0.00007767195,0.00002457366,0.0008120617,0.00009796044,0.002436582],"category_scores_gemma":[0.001533447,0.0002979352,0.00008871724,0.001757078,0.00003020633,0.0008755935,0.001252278,0.0002138291,0.000001823834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095871,"about_ca_system_score_gemma":0.0001178057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00226161,"about_ca_topic_score_gemma":0.000702317,"domain_scores_codex":[0.99652,0.0003520066,0.001394474,0.0006392531,0.0006354701,0.0004587937],"domain_scores_gemma":[0.9978013,0.0003404194,0.0005677151,0.0007285746,0.0003567208,0.0002052718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000122596,0.0008327787,0.9236122,0.002050077,0.0002842117,0.00008323188,0.0001771585,0.000002392662,0.0000581085,0.001834836,0.06471706,0.006225324],"study_design_scores_gemma":[0.005487231,0.0008118576,0.9099357,0.0002473613,0.002047739,0.00001244783,0.001434524,0.0009469459,0.00007248024,0.001944261,0.07655343,0.0005060564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4122391,0.007737979,0.07099621,0.04295229,0.003506005,0.01898974,0.00007665801,0.0001974585,0.4433046],"genre_scores_gemma":[0.8672436,0.09851796,0.01641234,0.001092636,0.0006398679,0.001800718,0.0004502618,0.00009525949,0.0137473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4550045,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896513765","doi":"10.2147/oaem.s168728","title":"Prehospital dexamethasone administration in children with croup: a medical record review","year":2018,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of Saskatchewan; Women and Children’s Health Research Institute; University of Alberta","funders":"Women and Children's Health Research Institute; Canadian Association of Emergency Physicians; Children's Health Research Institute","keywords":"Croup; Medicine; Dexamethasone; Emergency department; Demographics; Medical record; Pediatrics; Emergency medicine; Epinephrine; Anesthesia; Emergency medical services; Internal medicine; Psychiatry","authors":[{"name":"Samina Ali","is_ca":true},{"name":"Aaron Moodley","is_ca":true},{"name":"Amrita Bhattacharjee","is_ca":true},{"name":"Eddie L. Chang","is_ca":true},{"name":"Alison Kabaroff","is_ca":true},{"name":"K. Lobay","is_ca":true},{"name":"D Allain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05409991062208577,"gpt":0.4478465407199925,"spread":0.3937466300979068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008784325,0.0002595577,0.0006969449,0.0001552877,0.0001158038,0.00001707473,0.0007985441,0.0001514594,0.06472053],"category_scores_gemma":[0.001533738,0.0001750697,0.00005434955,0.0009186438,0.0003827525,0.0008052627,0.0002819559,0.0003594829,0.0001084868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004798883,"about_ca_system_score_gemma":0.0004615897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333154,"about_ca_topic_score_gemma":0.00148307,"domain_scores_codex":[0.9976312,0.0001504017,0.000765948,0.0005505115,0.000556581,0.0003453492],"domain_scores_gemma":[0.9985442,0.00003934925,0.000238316,0.0005288691,0.0002445292,0.0004047532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003175823,0.0004052132,0.9346451,0.0002815913,0.0001273963,0.00003414676,0.00004053761,1.690185e-8,0.000009454553,0.00009789006,0.05669676,0.007344278],"study_design_scores_gemma":[0.002900074,0.004735896,0.9797378,0.00431945,0.0003385726,0.000298456,0.00001546118,0.00001337159,0.00008547778,0.0001343004,0.007193809,0.000227308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233851,0.008030191,0.0001076841,0.01095392,0.0005985448,0.002624486,0.000006013584,0.00006702165,0.05422704],"genre_scores_gemma":[0.9739924,0.0191321,0.0001666011,0.003414096,0.0009990439,0.0003100551,0.0001978253,0.00003771462,0.001750128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06461204,"threshold_uncertainty_score":0.9361345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1691907727","doi":"10.2147/oaem.s82393","title":"Pediatric fractures &amp;ndash; an educational needs assessment of Canadian pediatric emergency medicine residents","year":2015,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Pediatric emergency medicine; Medicine; Family medicine; Emergency medicine; Medical emergency; Emergency department; Nursing; Emergency physician","authors":[{"name":"Andrew Dixon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1217276883317836,"gpt":0.492023881650898,"spread":0.3702961933191145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001799167,0.0004642008,0.0009450784,0.003210922,0.0002313186,0.00001885549,0.001497633,0.0002272314,0.05670667],"category_scores_gemma":[0.002144307,0.0003403666,0.0001404815,0.004917583,0.0001558709,0.001214317,0.0002873523,0.0004210398,0.00004460058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313747,"about_ca_system_score_gemma":0.002226705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3092483,"about_ca_topic_score_gemma":0.05556102,"domain_scores_codex":[0.9950284,0.0002544437,0.001902629,0.0006626259,0.00154932,0.0006025485],"domain_scores_gemma":[0.994968,0.00009382294,0.0007554245,0.0009805312,0.001518298,0.001683955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005465674,0.0003626479,0.6287701,0.0004676826,0.00005419533,0.000001664454,0.001461238,0.00002302271,0.0001545133,0.0009338784,0.3674838,0.0002325751],"study_design_scores_gemma":[0.002344184,0.00113713,0.9724699,0.00008458879,0.0006364904,0.000005089319,0.001218927,0.00004572474,0.000003925542,0.003827602,0.01787452,0.0003519583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8289983,0.005496932,0.0001261784,0.02446246,0.006590182,0.00189438,0.00003160665,0.00003669168,0.1323633],"genre_scores_gemma":[0.9700015,0.008837657,0.0005883173,0.0002590391,0.005186973,0.000173033,0.001218604,0.00008245554,0.01365244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3496093,"threshold_uncertainty_score":0.9999048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289812874","doi":"10.2147/oaem.s361930","title":"Program of Uncontrolled Donation After Circulatory Death as Potential Solution to the Shortage of Organs: A Canadian Single-Center Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Return of spontaneous circulation; Organ donation; Cardiopulmonary resuscitation; Retrospective cohort study; Donation; Cohort; Emergency medicine; Resuscitation; Transplantation; Emergency department; Internal medicine","authors":[{"name":"Frédérick D’Aragon","is_ca":true},{"name":"Olivier Lachance","is_ca":true},{"name":"Vincent Lafleur","is_ca":true},{"name":"Iván Ortega‐Deballon","is_ca":false},{"name":"Marie-Hélène Masse","is_ca":true},{"name":"Gabrielle Trépanier","is_ca":true},{"name":"Daphnée Lamarche","is_ca":true},{"name":"Marie‐Claude Battista","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04102095432982232,"gpt":0.3699925854301394,"spread":0.3289716311003171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009382546,0.0001572566,0.0004392136,0.0003692942,0.0002004866,0.00001537125,0.0005000216,0.00003763705,0.01334161],"category_scores_gemma":[0.0001346439,0.000117698,0.00006716506,0.0008992595,0.00004204916,0.0002563323,0.0001415424,0.0001841591,0.000005420464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000371598,"about_ca_system_score_gemma":0.0003008091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06213776,"about_ca_topic_score_gemma":0.07312709,"domain_scores_codex":[0.9976404,0.0001764926,0.0006859858,0.0003461692,0.0009387198,0.0002122264],"domain_scores_gemma":[0.9987389,0.00001373306,0.0002406337,0.0003464783,0.0004886341,0.0001716459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008544474,0.001232582,0.990592,0.00004126625,0.0003207084,0.00002563985,0.002777666,0.00004043557,0.00199482,0.0001038055,0.001265188,0.0007514306],"study_design_scores_gemma":[0.003794102,0.001862405,0.990976,0.00004494987,0.0005091787,0.00001497104,0.0009673937,0.000160064,0.0001694283,0.00004425551,0.001347886,0.0001093143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798772,0.0001428229,0.0001580242,0.003392578,0.00099182,0.007567964,0.00007774913,0.00002285417,0.007769023],"genre_scores_gemma":[0.9975669,0.00002724263,0.00002346737,0.0003048993,0.0001255262,0.0009090057,0.0002021493,0.00002615952,0.0008146315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768975,"threshold_uncertainty_score":0.9875603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399817781","doi":"10.2147/oaem.s450191","title":"Seeking Care for Children with Intellectual and/or Developmental Disabilities in the Emergency Department: A Mixed Methods Systematic Review of Parents’ Experiences and Information Needs","year":2024,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; Cochrane; University of Alberta","funders":"Alberta Health Services","keywords":"Emergency department; Acknowledgement; Qualitative research; Medicine; Qualitative property; Health care; Information needs; Nursing; Psychology; Medical education","authors":[{"name":"Sarah A. Elliott","is_ca":true},{"name":"Sholeh Rahman","is_ca":true},{"name":"Shannon D. Scott","is_ca":true},{"name":"Wiliam Craig","is_ca":true},{"name":"Lisa Knisley","is_ca":true},{"name":"Kathleen Shearer","is_ca":true},{"name":"Lisa Hartling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1159699431742028,"gpt":0.5087449174107651,"spread":0.3927749742365623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001808209,0.0001884122,0.0006062852,0.0001582182,0.0003652209,0.00002156269,0.0005183431,0.00004586202,0.001121069],"category_scores_gemma":[0.002022767,0.00008910341,0.00002761437,0.0007099296,0.00008344575,0.001060527,0.0002863939,0.0001887376,0.000002079567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006099014,"about_ca_system_score_gemma":0.0002136715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004390777,"about_ca_topic_score_gemma":0.0005048343,"domain_scores_codex":[0.9973159,0.0006330066,0.001361518,0.0001747382,0.0002552457,0.0002595727],"domain_scores_gemma":[0.9986732,0.0007196814,0.0002526745,0.0001700899,0.0001104504,0.00007388898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007659015,0.00002503082,0.02584219,0.4222289,0.00005755443,1.261995e-7,0.5437953,7.739607e-8,0.00000179345,0.0004711311,0.00493406,0.002567247],"study_design_scores_gemma":[0.0005808734,0.0002397196,0.0108917,0.1777934,0.0001854398,0.000007323707,0.8084876,0.00004936574,0.000006474995,0.00006058773,0.001535756,0.0001617373],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8231718,0.1484113,0.001964653,0.002468569,0.001872689,0.01945888,0.00007399546,0.00004728308,0.002530844],"genre_scores_gemma":[0.9351903,0.06198056,0.0003572285,0.0005036272,0.0001181073,0.001512877,0.0001806405,0.00001608207,0.0001405939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2646923,"threshold_uncertainty_score":0.999792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375844071","doi":"10.2147/oaem.s386650","title":"Immobilization in Emergency Medical Service – Are CSR and NEXUS-Criteria Considered? A Matched-Pairs Analysis Between Trauma Patients Treated by Onsite EMS Physicians and Patients Treated by Tele-EMS Physicians","year":2023,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Trauma and Emergency 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":"Medicine; Nexus (standard); Medical diagnosis; Medical emergency; Emergency medical services; Guideline; Emergency medicine; Family medicine","authors":[{"name":"Paula Hofstetter","is_ca":false},{"name":"Hanna Schröder","is_ca":false},{"name":"Stefan Beckers","is_ca":false},{"name":"Christina Borgs","is_ca":false},{"name":"Rolf Rossaint","is_ca":false},{"name":"Marc Felzen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05159934450641109,"gpt":0.3807087348087305,"spread":0.3291093903023194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004950757,0.0008397828,0.002191706,0.0007873303,0.0003952712,0.00005606992,0.0007090952,0.0003380286,0.00242054],"category_scores_gemma":[0.0004206821,0.0007206855,0.0001834933,0.006549995,0.0002565825,0.0009527199,0.0006022734,0.0004087829,0.0000224237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171759,"about_ca_system_score_gemma":0.0000473227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01965694,"about_ca_topic_score_gemma":0.01125961,"domain_scores_codex":[0.9941179,0.000304166,0.001964362,0.001424455,0.001242938,0.0009462158],"domain_scores_gemma":[0.9972955,0.0001152068,0.0006556369,0.0006525307,0.0007707785,0.0005103778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001878634,0.0006893958,0.8655708,0.0003357376,0.001263042,0.00001873945,0.003783808,0.000002508296,0.000465754,0.000001834832,0.1154731,0.0122074],"study_design_scores_gemma":[0.00583529,0.0005982351,0.9843661,0.0006075338,0.002274987,9.908409e-7,0.002588038,0.0007211332,0.0002312078,0.00006484849,0.002030086,0.0006815376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884505,0.00130794,0.00001669862,0.004002653,0.0007327042,0.001934815,0.000797089,0.0001992482,0.002558368],"genre_scores_gemma":[0.9836942,0.006453736,0.000005207562,0.0003975822,0.0002304779,0.0002813321,0.007720259,0.0001171783,0.001100058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187953,"threshold_uncertainty_score":0.9995244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317401312","doi":"10.2147/oaem.s391189","title":"Provision of Compassionate and Empathic Care as a Well-Being Preservation Tool for Emergency Physicians: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"Open Access Emergency Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Université de Montréal; Université du Québec à Trois-Rivières; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec","funders":"","keywords":"Compassion fatigue; Compassion; Empathy; Burnout; Medicine; Population; Health care; Data extraction; Emergency department; Descriptive statistics; MEDLINE; Nursing; Psychology; Family medicine; Clinical psychology; Psychiatry","authors":[{"name":"Marie-Frédéric Tremblay","is_ca":true},{"name":"F. Leblanc","is_ca":true},{"name":"Étienne Laroche","is_ca":true},{"name":"Virginie Blanchette","is_ca":true},{"name":"Magali Brousseau‐Foley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3499330334874331,"gpt":0.6314918754908456,"spread":0.2815588420034125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003693982,0.0008304833,0.00476209,0.0004377686,0.00138918,0.00001788881,0.002394131,0.0006511548,0.006083196],"category_scores_gemma":[0.003446487,0.0005718585,0.000408259,0.001645329,0.00008193516,0.001179246,0.002655392,0.001283685,0.0001137872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001713398,"about_ca_system_score_gemma":0.00206706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471037,"about_ca_topic_score_gemma":0.0006165404,"domain_scores_codex":[0.9893817,0.001886119,0.005652401,0.001261416,0.0008866516,0.000931769],"domain_scores_gemma":[0.9915851,0.001105371,0.004321265,0.001069253,0.001638041,0.0002809454],"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":[0.00002743644,0.00003716319,0.0003168878,0.6037694,0.00008060131,0.000001785668,0.001061261,1.183981e-7,7.374381e-7,0.0003551721,0.03223073,0.3621188],"study_design_scores_gemma":[0.0004452598,0.0001450359,0.00009168437,0.639404,0.0006334813,5.463453e-7,0.0005581297,0.00001434317,2.85997e-7,0.0007670706,0.3575767,0.0003634971],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003801407,0.959172,0.00008404771,0.002216707,0.005072457,0.02922771,0.0001611711,0.00009146118,0.003936447],"genre_scores_gemma":[0.00001372479,0.9767842,0.00009342564,0.000355602,0.001225907,0.01140346,0.001593451,0.0001959853,0.008334198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3617553,"threshold_uncertainty_score":0.9999109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898402810","doi":"10.2147/oaem.s175302","title":"Potential mortality and cost reduction in adult severe sepsis and septic shock through the use of an innovative fluid delivery device","year":2018,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Septic shock; Medicine; Sepsis; Intensive care medicine; Reduction (mathematics); Shock (circulatory); Emergency medicine; Internal medicine","authors":[{"name":"Elizabeth Brooks","is_ca":true},{"name":"Mark Piehl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.310935462874172,"gpt":0.4765239225682406,"spread":0.1655884596940686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003002976,0.0002159346,0.0004707663,0.0001013993,0.0001407404,0.00003629993,0.0002625268,0.0000801309,0.001394479],"category_scores_gemma":[0.0002753463,0.0001333811,0.00002565776,0.0008330655,0.0003612541,0.001348724,0.0003206133,0.0001359276,0.000002658242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005559883,"about_ca_system_score_gemma":0.00006963591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02666951,"about_ca_topic_score_gemma":0.003007769,"domain_scores_codex":[0.9982616,0.0001311311,0.0006258891,0.0004502608,0.0003212167,0.0002098578],"domain_scores_gemma":[0.9984801,0.00005633666,0.0002261671,0.0004396031,0.0006940134,0.0001037093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001113876,0.001347756,0.9341829,0.0002983224,0.0008506012,0.00005268351,0.009198717,0.00002975396,0.005993499,0.0004925167,0.02570123,0.02073809],"study_design_scores_gemma":[0.003371164,0.001015429,0.9859589,0.0004819562,0.0005260158,0.00006239242,0.002123485,0.0007050483,0.00303156,0.0001920397,0.002342921,0.0001890348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992911,0.000484047,0.00001987566,0.003230691,0.0004390825,0.001385613,0.00002037526,0.00001107687,0.001498264],"genre_scores_gemma":[0.9950795,0.00327289,0.000261092,0.0006910504,0.0002808615,0.0001068348,0.00008279958,0.00001999241,0.0002049393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.051776,"threshold_uncertainty_score":0.9995184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046115547","doi":"10.2147/oaem.s256220","title":"&lt;p&gt;Development and Implementation of a Clinical Pathway to Reduce Inappropriate Admissions Among Patients with Community-Acquired Pneumonia in a Private Health System in Brazil: An Observational Cohort Study and a Promising Tool for Efficiency Improvement&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"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; Community-acquired pneumonia; Pneumonia; Logistic regression; Observational study; Population; Clinical pathway; Emergency medicine; Cohort; Cohort study; Pleural effusion; Internal medicine; Environmental health","authors":[{"name":"Rodrigo Moreira","is_ca":false},{"name":"Hugo Tannus Mendonça-Filho","is_ca":false},{"name":"Ayla M Farias","is_ca":false},{"name":"Henry Sznejder","is_ca":false},{"name":"Eddy Lang","is_ca":true},{"name":"Margaret Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3504284996135297,"gpt":0.5514057913658265,"spread":0.2009772917522967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00835353,0.000300285,0.001157688,0.0002362297,0.0002498519,0.00004799932,0.0004882889,0.00006996853,0.00007783463],"category_scores_gemma":[0.003355223,0.0002393214,0.00003020129,0.0008713868,0.00006858922,0.001069943,0.0006958593,0.0002719731,3.476913e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895507,"about_ca_system_score_gemma":0.000944723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00267213,"about_ca_topic_score_gemma":0.005675873,"domain_scores_codex":[0.9929763,0.0007171229,0.004445452,0.0007371415,0.000749463,0.0003745332],"domain_scores_gemma":[0.9966589,0.000412383,0.001459734,0.0004129378,0.0004736728,0.0005824185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002101284,0.001501813,0.951242,0.0007595526,0.0000879395,0.000003207233,0.007060627,0.00001257436,0.002020838,0.00004389362,0.0001084148,0.03505782],"study_design_scores_gemma":[0.01613732,0.007721871,0.9683078,0.0009126399,0.0001028832,8.848128e-7,0.004818941,0.001343733,0.00009810632,0.000011381,0.0003208816,0.0002235775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794752,0.00003107071,0.0005223432,0.003705154,0.0001711165,0.01600466,0.0000400045,0.00002415025,0.00002631836],"genre_scores_gemma":[0.9942306,0.00003759969,0.003316692,0.0007249867,0.00007600449,0.001030035,0.0005282973,0.00004152881,0.00001425685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03483424,"threshold_uncertainty_score":0.9759245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}