{"meta":{"query_hash":"8c18245e5eae","filters":{"venue":"Open Access Emergency Medicine"},"cohort_total":21,"direct_labels_cover":1,"predictions_cover":21,"exported":21,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/8c18245e5eae","api":"https://metacan.xera.ac/api/v1/cohort?venue=Open+Access+Emergency+Medicine"},"results":[{"id":"W1691907727","doi":"10.2147/oaem.s82393","title":"Pediatric fractures – 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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.12172768833178357,"score_gpt":0.492023881650898,"score_spread":0.37029619331911445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1691907727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8289983,0.005496932,0.00012617843,0.02446246,0.006590182,0.0018943802,0.00003160665,0.00003669168,0.13236327],"genre_scores_gemma":[0.97000146,0.008837657,0.00058831734,0.00025903914,0.0051869727,0.00017303297,0.0012186042,0.00008245554,0.013652438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99502844,0.0002544437,0.0019026293,0.00066262594,0.0015493202,0.0006025485],"domain_scores_gemma":[0.994968,0.00009382294,0.0007554245,0.0009805312,0.0015182982,0.0016839551],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017991671,0.0004642008,0.0009450784,0.003210922,0.00023131858,0.000018855486,0.0014976328,0.00022723139,0.056706674],"category_scores_gemma":[0.0021443074,0.00034036662,0.00014048154,0.004917583,0.00015587088,0.0012143169,0.00028735233,0.00042103985,0.000044600576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054656743,0.00036264793,0.6287701,0.0004676826,0.000054195327,0.0000016644535,0.0014612378,0.000023022714,0.00015451327,0.0009338784,0.36748382,0.00023257514],"study_design_scores_gemma":[0.0023441843,0.0011371302,0.97246987,0.00008458879,0.0006364904,0.0000050893186,0.0012189274,0.00004572474,0.0000039255424,0.0038276024,0.017874518,0.0003519583],"about_ca_topic_score_codex":0.30924833,"about_ca_topic_score_gemma":0.055561025,"teacher_disagreement_score":0.3496093,"about_ca_system_score_codex":0.00023137468,"about_ca_system_score_gemma":0.0022267047,"threshold_uncertainty_score":0.9999048},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.1626200246291387,"score_gpt":0.4490533872888979,"score_spread":0.28643336265975916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980923900","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001208437,0.9715328,0.00013382286,0.00034936875,0.0024949578,0.0074759223,0.000032159056,0.000015846776,0.016756661],"genre_scores_gemma":[0.0025994885,0.9944902,0.00024381831,0.00020257237,0.0002777443,0.00080017984,0.0005641735,0.000068658344,0.0007531512],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99531645,0.00034358015,0.0022266186,0.00068249006,0.0009035591,0.00052731927],"domain_scores_gemma":[0.99723476,0.00010964932,0.00085566577,0.0008006916,0.0007183835,0.0002808596],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015845938,0.00056893355,0.0019923795,0.0003406176,0.00010792409,0.000021867012,0.0013741349,0.0002656396,0.0050537917],"category_scores_gemma":[0.00052705477,0.00035106632,0.00024475306,0.00085769827,0.00007399936,0.00055376627,0.0010412309,0.00043405197,0.00002509134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012974243,0.0012062097,0.005956547,0.041515134,0.0007391656,0.0001836724,0.0005360355,7.0889335e-8,0.000007732094,0.0027449394,0.00710643,0.9398743],"study_design_scores_gemma":[0.0019470245,0.00088583585,0.011027125,0.023619575,0.0062056747,0.000032565375,0.0006567687,0.0000012293084,0.00002807108,0.0005469263,0.9544965,0.00055267854],"about_ca_topic_score_codex":0.000071910086,"about_ca_topic_score_gemma":0.000092904804,"teacher_disagreement_score":0.9473901,"about_ca_system_score_codex":0.00010532687,"about_ca_system_score_gemma":0.00015216616,"threshold_uncertainty_score":0.99989414},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.035545646260872116,"score_gpt":0.35505397877149386,"score_spread":0.3195083325106217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987910861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740396,0.0033286512,0.000024521714,0.006218568,0.002578077,0.0025816674,0.00008772712,0.000024538345,0.011116638],"genre_scores_gemma":[0.9477059,0.04516727,0.000045900928,0.00045582725,0.00081677845,0.00033111623,0.00010482286,0.000041657608,0.0053306967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970587,0.00008041046,0.0012440417,0.00051692344,0.00065308623,0.0004468376],"domain_scores_gemma":[0.9977299,0.0000428068,0.0004035619,0.00059526024,0.0009149878,0.00031348196],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035642667,0.0003752591,0.0008029003,0.00020554612,0.00026824168,0.000025049112,0.0009715074,0.00008432295,0.006209992],"category_scores_gemma":[0.0006265106,0.00022647879,0.000092645285,0.00092981366,0.00007994997,0.00046999592,0.0012294023,0.00021705448,0.00005602832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007619753,0.00012023704,0.7887612,0.00025079577,0.0001128336,0.000002108991,0.0013033239,1.13122724e-7,0.000053932163,0.000086293425,0.20478998,0.0044430136],"study_design_scores_gemma":[0.00075559586,0.0007650706,0.97466385,0.00010033102,0.00039328728,0.0000013406618,0.0003020935,0.000007722447,0.00006878605,0.00015699834,0.02254339,0.00024154781],"about_ca_topic_score_codex":0.0017025176,"about_ca_topic_score_gemma":0.0001807664,"teacher_disagreement_score":0.18590267,"about_ca_system_score_codex":0.000029753073,"about_ca_system_score_gemma":0.000039597187,"threshold_uncertainty_score":0.99469846},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.23655006350216848,"score_gpt":0.4822007322466749,"score_spread":0.24565066874450645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007614291","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28419763,0.003528438,0.000058922167,0.0036853096,0.20470764,0.0016409035,0.000019771838,0.00007349262,0.5020879],"genre_scores_gemma":[0.98427606,0.0012415014,0.00022496842,0.0021385036,0.004547074,0.0010247485,0.00009445647,0.00016069176,0.0062919743],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9947685,0.00059128326,0.0017539015,0.0011408697,0.0007212534,0.0010241941],"domain_scores_gemma":[0.99627686,0.00006310033,0.0012257424,0.0019486881,0.00020847753,0.00027712446],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016879861,0.00060849596,0.00068690034,0.0006103353,0.00031754747,0.000039533432,0.008093031,0.00023846806,0.108446755],"category_scores_gemma":[0.00014951488,0.00042016568,0.00013408768,0.004092556,0.00013251645,0.0010708217,0.0007156771,0.0007583424,0.000933986],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002676918,0.00087310234,0.23838998,0.00004109344,0.000084837324,0.00009166571,0.022180688,5.657076e-7,0.000051441748,0.005760726,0.7291149,0.0031432973],"study_design_scores_gemma":[0.0030811282,0.00070018246,0.9280214,0.00016905842,0.0003023454,0.00010325972,0.0136809265,0.000009217411,0.000011443615,0.009769458,0.043281388,0.0008702465],"about_ca_topic_score_codex":0.019426364,"about_ca_topic_score_gemma":0.006440255,"teacher_disagreement_score":0.7000784,"about_ca_system_score_codex":0.000054978198,"about_ca_system_score_gemma":0.00007369587,"threshold_uncertainty_score":0.9998439},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.09934800207921848,"score_gpt":0.5159886008944765,"score_spread":0.41664059881525806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052913453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682986,0.003237037,0.009472982,0.00243489,0.0066679767,0.0017630331,0.000024453402,0.00004004653,0.008060986],"genre_scores_gemma":[0.9926691,0.0034612522,0.00092395465,0.00023344386,0.00164563,0.00021631109,0.00029884343,0.000043761553,0.00050766906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967679,0.00033069178,0.0015587201,0.0006240852,0.0002234711,0.0004951531],"domain_scores_gemma":[0.99742776,0.00033662326,0.0008743436,0.00065502984,0.00035156947,0.00035467537],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023990518,0.0003074949,0.0010690726,0.0003201433,0.00013329851,0.000014604617,0.00080475153,0.00013127246,0.009210368],"category_scores_gemma":[0.0010677619,0.00022568915,0.0004112458,0.000549104,0.00017316901,0.00069876044,0.00024489991,0.0002634275,0.000008260141],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011617736,0.00038578454,0.9195131,0.00011962627,0.0004214513,0.000004794123,0.00014074906,0.00002932246,0.00036797306,0.00015260479,0.058519345,0.01918344],"study_design_scores_gemma":[0.002915148,0.0017745685,0.97667235,0.00015975328,0.000554648,0.000053288648,0.00006371182,0.0018070332,0.000023670958,0.0006969696,0.0150568085,0.00022203854],"about_ca_topic_score_codex":0.0006475734,"about_ca_topic_score_gemma":0.00003084664,"teacher_disagreement_score":0.057159226,"about_ca_system_score_codex":0.00006921847,"about_ca_system_score_gemma":0.00014246955,"threshold_uncertainty_score":0.99169534},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.21020032942157818,"score_gpt":0.4581086213347601,"score_spread":0.24790829191318192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178022299","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20851476,0.04515177,0.000039469724,0.36692876,0.007411388,0.0038327982,0.00012355275,0.00010992513,0.36788756],"genre_scores_gemma":[0.96963155,0.012364416,0.00022755328,0.005302457,0.001475615,0.0001446384,0.0001969801,0.000054224183,0.010602585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795026,0.00011342288,0.0006118693,0.00039601495,0.0004158762,0.0005125842],"domain_scores_gemma":[0.99813485,0.000050296385,0.0001856134,0.00041138433,0.00036313327,0.0008547307],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015351595,0.00025678842,0.0005711551,0.00012150497,0.0007701241,0.000043612272,0.0007526967,0.000053654418,0.0009819571],"category_scores_gemma":[0.00118724,0.00014940364,0.000035903435,0.0008229464,0.000240706,0.0005222479,0.00060781935,0.00026762343,0.000010756582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005724446,0.000032032567,0.17003852,0.000075079384,0.0000902639,0.000011303865,0.0048429677,3.4429544e-7,0.00007123852,0.00030331608,0.8172887,0.0071889656],"study_design_scores_gemma":[0.0050200224,0.0014176805,0.24419333,0.0005485657,0.00031198066,0.00014724107,0.021441825,0.00012640901,0.0001244324,0.0022140387,0.7239151,0.00053937454],"about_ca_topic_score_codex":0.4753411,"about_ca_topic_score_gemma":0.263953,"teacher_disagreement_score":0.76111674,"about_ca_system_score_codex":0.00020941421,"about_ca_system_score_gemma":0.00088575593,"threshold_uncertainty_score":0.9999313},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.22343554458867906,"score_gpt":0.5367968447737705,"score_spread":0.31336130018509145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576385936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84942734,0.0013216634,0.00009692118,0.033364706,0.013446856,0.0042684237,0.00017036358,0.000042310494,0.09786142],"genre_scores_gemma":[0.98595196,0.0039416915,0.00009079007,0.00031978733,0.00044166943,0.00058552687,0.00035626558,0.00003103375,0.008281273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691814,0.00028803013,0.0010966072,0.00053047884,0.00036715317,0.0007996178],"domain_scores_gemma":[0.99728537,0.000048353235,0.00078195607,0.00087592687,0.00027132785,0.00073704537],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009688639,0.0002496859,0.0004598635,0.00032083972,0.002850492,0.0000075032176,0.0018351286,0.00018354441,0.017226156],"category_scores_gemma":[0.0017424204,0.00020928547,0.000026697697,0.00027280548,0.000113052156,0.0016010602,0.00065386423,0.00045155367,0.00010585861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048511112,0.00003870083,0.963265,0.0002919764,0.000029112407,0.000009459565,0.00552603,0.000008195966,0.000022421977,0.003087322,0.025323,0.0023502854],"study_design_scores_gemma":[0.0016783897,0.00008851133,0.8709163,0.00045480306,0.00004259743,3.586772e-7,0.0036946358,0.000026709864,0.000008169758,0.0010792142,0.121795505,0.00021480865],"about_ca_topic_score_codex":0.7381871,"about_ca_topic_score_gemma":0.8740527,"teacher_disagreement_score":0.13652462,"about_ca_system_score_codex":0.0003473851,"about_ca_system_score_gemma":0.00084482937,"threshold_uncertainty_score":0.99844766},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.054099910622085766,"score_gpt":0.4478465407199925,"score_spread":0.3937466300979068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896513765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9233851,0.008030191,0.00010768408,0.010953916,0.00059854484,0.0026244859,0.000006013584,0.000067021654,0.05422704],"genre_scores_gemma":[0.9739924,0.0191321,0.00016660106,0.003414096,0.0009990439,0.00031005513,0.00019782533,0.00003771462,0.001750128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976312,0.0001504017,0.00076594803,0.0005505115,0.00055658096,0.00034534922],"domain_scores_gemma":[0.99854416,0.00003934925,0.00023831597,0.0005288691,0.00024452922,0.00040475323],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087843253,0.00025955774,0.00069694495,0.00015528768,0.00011580382,0.000017074728,0.0007985441,0.00015145938,0.06472053],"category_scores_gemma":[0.0015337379,0.00017506968,0.000054349548,0.00091864384,0.0003827525,0.00080526265,0.00028195593,0.0003594829,0.000108486754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031758228,0.0004052132,0.9346451,0.00028159126,0.0001273963,0.000034146757,0.000040537612,1.6901854e-8,0.000009454553,0.00009789006,0.056696758,0.0073442776],"study_design_scores_gemma":[0.0029000735,0.0047358964,0.9797378,0.00431945,0.00033857257,0.00029845597,0.000015461183,0.000013371589,0.00008547778,0.00013430044,0.0071938094,0.00022730797],"about_ca_topic_score_codex":0.0013331538,"about_ca_topic_score_gemma":0.0014830701,"teacher_disagreement_score":0.06461204,"about_ca_system_score_codex":0.00004798883,"about_ca_system_score_gemma":0.0004615897,"threshold_uncertainty_score":0.93613446},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.310935462874172,"score_gpt":0.4765239225682406,"score_spread":0.1655884596940686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898402810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992911,0.00048404696,0.000019875662,0.0032306912,0.00043908248,0.0013856132,0.000020375257,0.000011076869,0.0014982638],"genre_scores_gemma":[0.9950795,0.0032728896,0.000261092,0.00069105043,0.00028086148,0.00010683479,0.00008279958,0.000019992407,0.00020493926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826163,0.00013113108,0.0006258891,0.0004502608,0.00032121668,0.00020985777],"domain_scores_gemma":[0.99848014,0.000056336663,0.0002261671,0.0004396031,0.0006940134,0.00010370934],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030029763,0.0002159346,0.00047076627,0.00010139933,0.00014074038,0.000036299927,0.00026252677,0.0000801309,0.001394479],"category_scores_gemma":[0.00027534633,0.00013338107,0.000025657759,0.0008330655,0.00036125415,0.0013487235,0.00032061333,0.00013592756,0.000002658242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011138764,0.0013477561,0.93418294,0.00029832244,0.00085060124,0.000052683514,0.009198717,0.00002975396,0.0059934994,0.00049251673,0.025701229,0.020738093],"study_design_scores_gemma":[0.0033711635,0.001015429,0.98595893,0.00048195623,0.0005260158,0.00006239242,0.002123485,0.00070504827,0.00303156,0.00019203966,0.0023429205,0.00018903476],"about_ca_topic_score_codex":0.026669513,"about_ca_topic_score_gemma":0.003007769,"teacher_disagreement_score":0.051776003,"about_ca_system_score_codex":0.000055598834,"about_ca_system_score_gemma":0.00006963591,"threshold_uncertainty_score":0.9995184},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Subluxation; Pathology; Alternative medicine","score_opus":0.09393560448827523,"score_gpt":0.44688204582684043,"score_spread":0.35294644133856523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910044693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974333,0.0001590132,0.00017665893,0.0017695545,0.0007572052,0.002311056,0.000003590563,0.00007719595,0.020412756],"genre_scores_gemma":[0.99677557,0.0001124281,0.00027982277,0.0007519563,0.0002511859,0.00017060094,0.00029289778,0.00003699517,0.0013285443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975578,0.00008235523,0.0011309921,0.00049723743,0.00046393753,0.00026766042],"domain_scores_gemma":[0.99823165,0.000025709482,0.000508163,0.0006697755,0.00033260803,0.0002321136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053936156,0.00023349698,0.0005479913,0.00030954357,0.00006936945,0.00004363831,0.00043787528,0.0001340968,0.011479474],"category_scores_gemma":[0.00041411206,0.00017602932,0.000060656897,0.0005610528,0.000037746857,0.0011292896,0.0001306899,0.00026894323,0.00002859819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026624887,0.0018245853,0.8511436,0.0012446095,0.00014860685,0.032490317,0.009166612,0.00002697421,0.012636903,0.0018164798,0.04933968,0.037499152],"study_design_scores_gemma":[0.015901478,0.009922393,0.8831058,0.003437391,0.0005321316,0.023778914,0.008084274,0.0068414514,0.008232825,0.0027721766,0.035587847,0.0018032953],"about_ca_topic_score_codex":0.0095222015,"about_ca_topic_score_gemma":0.0010839597,"teacher_disagreement_score":0.03569586,"about_ca_system_score_codex":0.00009489959,"about_ca_system_score_gemma":0.00010954458,"threshold_uncertainty_score":0.9970735},"labels":[],"label_agreement":null},{"id":"W2982601924","doi":"10.2147/oaem.s200342","title":"<p>Management Strategies Of Idiopathic Anaphylaxis In The Emergency Room: Current Perspectives</p>","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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.18553681745087724,"score_gpt":0.48838346711367303,"score_spread":0.3028466496627958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982601924","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000118208955,0.846977,0.00002748865,0.00065214146,0.0023572403,0.0051372927,0.000043004962,0.000031991916,0.14465566],"genre_scores_gemma":[0.0069070947,0.98517925,0.000015762038,0.000015896992,0.0010060337,0.00085897854,0.00032176776,0.00013982177,0.005555387],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902465,0.001073523,0.0033547748,0.0016940016,0.0024801306,0.0011511191],"domain_scores_gemma":[0.99499935,0.00012765992,0.001337903,0.0025425963,0.0006477718,0.00034473935],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003761805,0.0012441031,0.004498591,0.001784161,0.00023863504,0.00009792886,0.006722182,0.0004151335,0.01327067],"category_scores_gemma":[0.00044152638,0.0007540831,0.00098112,0.0055328226,0.00029343626,0.0010011714,0.0020366802,0.0018094116,0.0001957085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022685835,0.0019649859,0.00011573085,0.10070233,0.0016713209,0.00019184456,0.0020103166,0.0000059683475,0.000014785882,0.038113058,0.0726995,0.7822833],"study_design_scores_gemma":[0.0013519806,0.0012453555,0.0018286724,0.028081752,0.00046627488,0.000021905133,0.0022372042,0.000015541364,8.324505e-7,0.0006123839,0.9634869,0.0006511989],"about_ca_topic_score_codex":0.00037354018,"about_ca_topic_score_gemma":0.00089270587,"teacher_disagreement_score":0.8907874,"about_ca_system_score_codex":0.00026768373,"about_ca_system_score_gemma":0.0010080215,"threshold_uncertainty_score":0.99949104},"labels":[],"label_agreement":null},{"id":"W3046115547","doi":"10.2147/oaem.s256220","title":"<p>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</p>","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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.35042849961352973,"score_gpt":0.5514057913658265,"score_spread":0.20097729175229673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046115547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794752,0.00003107071,0.00052234315,0.0037051542,0.00017111652,0.016004656,0.000040004496,0.00002415025,0.00002631836],"genre_scores_gemma":[0.9942306,0.000037599686,0.0033166923,0.00072498666,0.00007600449,0.0010300352,0.0005282973,0.000041528812,0.00001425685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929763,0.0007171229,0.0044454522,0.00073714147,0.00074946304,0.00037453318],"domain_scores_gemma":[0.99665886,0.00041238303,0.0014597342,0.00041293784,0.00047367284,0.0005824185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00835353,0.00030028497,0.0011576876,0.00023622974,0.00024985193,0.000047999318,0.00048828893,0.000069968526,0.00007783463],"category_scores_gemma":[0.0033552225,0.00023932144,0.000030201292,0.00087138684,0.00006858922,0.0010699427,0.00069585926,0.00027197305,3.4769133e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021012835,0.0015018133,0.951242,0.00075955264,0.0000879395,0.0000032072332,0.007060627,0.000012574358,0.002020838,0.000043893622,0.00010841477,0.03505782],"study_design_scores_gemma":[0.01613732,0.0077218707,0.9683078,0.0009126399,0.00010288324,8.8481283e-7,0.0048189415,0.0013437332,0.00009810632,0.000011381,0.00032088163,0.00022357755],"about_ca_topic_score_codex":0.0026721302,"about_ca_topic_score_gemma":0.0056758733,"teacher_disagreement_score":0.034834243,"about_ca_system_score_codex":0.00018955066,"about_ca_system_score_gemma":0.00094472297,"threshold_uncertainty_score":0.9759245},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.05661278842496205,"score_gpt":0.4026290834949692,"score_spread":0.34601629507000714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122428159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851151,0.0037798702,0.000014852667,0.0009291735,0.0027203066,0.0027368863,0.00010118578,0.000012262218,0.004590339],"genre_scores_gemma":[0.99863386,0.00027366573,0.0000069824623,0.00005152213,0.0001908232,0.00034376208,0.00005755238,0.00002073466,0.00042107792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616647,0.00045598927,0.0016771831,0.000565765,0.00079890847,0.00033566388],"domain_scores_gemma":[0.99788254,0.00006400668,0.00064986805,0.0007424228,0.0004922239,0.00016895018],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018842648,0.00023280743,0.0005783045,0.00015600417,0.00015781262,0.000022876895,0.0010294039,0.00007059823,0.003915405],"category_scores_gemma":[0.0009156918,0.00017586128,0.000054172106,0.0013059322,0.0001143621,0.0006196208,0.00034319764,0.00018188615,0.0000018837195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029039697,0.0013681528,0.99165756,0.00052647135,0.000034020766,0.000019915515,0.0028706952,0.0000033254266,0.001450108,0.00011427383,0.0013932659,0.0002718168],"study_design_scores_gemma":[0.0017784188,0.0005875696,0.9906884,0.00002753665,0.0006137746,0.0000049526784,0.0019834405,0.000045436784,0.0036202862,0.00043033174,0.00007043348,0.0001494461],"about_ca_topic_score_codex":0.0058235656,"about_ca_topic_score_gemma":0.0010498047,"teacher_disagreement_score":0.013518755,"about_ca_system_score_codex":0.0000392151,"about_ca_system_score_gemma":0.00010707896,"threshold_uncertainty_score":0.99699515},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.07015142277597343,"score_gpt":0.41733351477916303,"score_spread":0.3471820920031896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178341404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.949697,0.009607096,0.00000469111,0.0012859014,0.0005609476,0.00052890833,0.00002803098,0.000013606939,0.03827382],"genre_scores_gemma":[0.9788259,0.018871523,0.00029383827,0.00007786246,0.00014353204,0.000038236216,0.000108549306,0.000032245025,0.0016082764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970112,0.00012167026,0.0015896059,0.00046649287,0.00048152386,0.00032949328],"domain_scores_gemma":[0.9984289,0.00006251734,0.0005951302,0.0003775978,0.00034903028,0.00018682049],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007035755,0.00025741474,0.00095021253,0.00031793182,0.00009185848,0.0000045664124,0.00047069977,0.00008675243,0.0071642706],"category_scores_gemma":[0.0016767845,0.00021428331,0.00007456263,0.0016520406,0.00019840499,0.00045655807,0.0009340601,0.00022313552,0.0000032395708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043240845,0.00024809677,0.9503875,0.0008209422,0.00035619724,0.000031855332,0.002153169,0.000003488658,0.027101256,0.00056197884,0.014115655,0.0041766665],"study_design_scores_gemma":[0.0066259336,0.0010016575,0.8967599,0.0029684969,0.0010249495,0.000031328145,0.0062916656,0.00064070587,0.07370169,0.0028188874,0.007261278,0.0008734772],"about_ca_topic_score_codex":0.0007646778,"about_ca_topic_score_gemma":0.0002859408,"teacher_disagreement_score":0.053627525,"about_ca_system_score_codex":0.000027434453,"about_ca_system_score_gemma":0.00014723407,"threshold_uncertainty_score":0.9937433},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.07504058016094857,"score_gpt":0.46785366998513606,"score_spread":0.3928130898241875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200122010","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4122391,0.007737979,0.07099621,0.04295229,0.003506005,0.018989736,0.00007665801,0.00019745855,0.44330457],"genre_scores_gemma":[0.86724365,0.09851796,0.01641234,0.0010926361,0.00063986785,0.0018007176,0.00045026178,0.000095259486,0.013747305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99652,0.00035200655,0.0013944744,0.00063925306,0.00063547015,0.00045879366],"domain_scores_gemma":[0.9978013,0.00034041938,0.00056771515,0.00072857464,0.0003567208,0.00020527182],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032009867,0.00032356396,0.0007411636,0.00070175226,0.000077671946,0.000024573663,0.00081206165,0.00009796044,0.0024365822],"category_scores_gemma":[0.0015334473,0.00029793524,0.00008871724,0.0017570775,0.000030206329,0.0008755935,0.001252278,0.00021382913,0.0000018238339],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012259596,0.0008327787,0.92361224,0.002050077,0.00028421174,0.000083231884,0.00017715848,0.0000023926618,0.000058108504,0.001834836,0.06471706,0.006225324],"study_design_scores_gemma":[0.0054872306,0.0008118576,0.90993565,0.0002473613,0.0020477395,0.000012447829,0.0014345238,0.0009469459,0.00007248024,0.0019442607,0.076553434,0.00050605636],"about_ca_topic_score_codex":0.0022616102,"about_ca_topic_score_gemma":0.00070231705,"teacher_disagreement_score":0.45500454,"about_ca_system_score_codex":0.00010958708,"about_ca_system_score_gemma":0.00011780567,"threshold_uncertainty_score":0.99994725},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.7472528790052081,"score_gpt":0.6368016913749884,"score_spread":0.11045118763021966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224557614","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1075792,0.007449284,0.0001502919,0.20022652,0.03169349,0.015757687,0.00008977439,0.00018158929,0.6368722],"genre_scores_gemma":[0.81317824,0.06587282,0.00010650458,0.0252857,0.005971328,0.026654715,0.0011065213,0.00032742866,0.061496712],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97897315,0.010296507,0.004676363,0.0015619564,0.0028006213,0.0016913804],"domain_scores_gemma":[0.9938699,0.00070327206,0.0024803353,0.002241716,0.00034354485,0.00036120543],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018574929,0.00077708106,0.0012744598,0.00068601046,0.0037461685,0.000016535456,0.007337703,0.00015762652,0.15551272],"category_scores_gemma":[0.0013682102,0.00054068957,0.00016024587,0.0041928175,0.00013585229,0.0016405258,0.003973624,0.002672147,0.00036528773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039275174,0.0012981263,0.06761833,0.0014420993,0.0001910287,0.00008025206,0.01914692,0.000055123546,0.000056432036,0.012502363,0.88231826,0.014898317],"study_design_scores_gemma":[0.0022267227,0.0010220347,0.111214176,0.00067808095,0.00023488018,0.000002491755,0.046909254,0.00009850761,0.00000452625,0.006658321,0.8303268,0.00062421785],"about_ca_topic_score_codex":0.013321691,"about_ca_topic_score_gemma":0.0076131546,"teacher_disagreement_score":0.70559907,"about_ca_system_score_codex":0.000778807,"about_ca_system_score_gemma":0.0002713096,"threshold_uncertainty_score":0.9997045},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04102095432982232,"score_gpt":0.3699925854301394,"score_spread":0.3289716311003171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289812874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798772,0.0001428229,0.00015802417,0.003392578,0.00099182,0.0075679645,0.00007774913,0.000022854167,0.0077690226],"genre_scores_gemma":[0.99756694,0.000027242626,0.000023467368,0.00030489932,0.00012552619,0.0009090057,0.00020214927,0.000026159518,0.00081463146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764043,0.00017649264,0.0006859858,0.00034616922,0.00093871984,0.0002122264],"domain_scores_gemma":[0.9987389,0.00001373306,0.00024063367,0.0003464783,0.0004886341,0.00017164591],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00093825464,0.00015725655,0.00043921356,0.00036929417,0.0002004866,0.000015371252,0.0005000216,0.00003763705,0.01334161],"category_scores_gemma":[0.00013464392,0.00011769799,0.000067165056,0.0008992595,0.000042049163,0.0002563323,0.00014154242,0.00018415909,0.0000054204643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085444737,0.0012325824,0.990592,0.00004126625,0.00032070844,0.00002563985,0.0027776659,0.000040435567,0.0019948196,0.000103805505,0.0012651882,0.00075143063],"study_design_scores_gemma":[0.0037941022,0.0018624053,0.99097604,0.000044949873,0.00050917873,0.000014971044,0.0009673937,0.00016006404,0.00016942825,0.00004425551,0.0013478862,0.00010931429],"about_ca_topic_score_codex":0.062137764,"about_ca_topic_score_gemma":0.07312709,"teacher_disagreement_score":0.017689753,"about_ca_system_score_codex":0.00037159803,"about_ca_system_score_gemma":0.00030080913,"threshold_uncertainty_score":0.98756033},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.3499330334874331,"score_gpt":0.6314918754908456,"score_spread":0.2815588420034125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317401312","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038014074,0.959172,0.00008404771,0.002216707,0.005072457,0.029227706,0.00016117112,0.00009146118,0.003936447],"genre_scores_gemma":[0.000013724785,0.9767842,0.00009342564,0.000355602,0.0012259074,0.011403458,0.0015934514,0.0001959853,0.008334198],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9893817,0.0018861187,0.0056524007,0.001261416,0.00088665163,0.000931769],"domain_scores_gemma":[0.99158514,0.0011053706,0.004321265,0.0010692531,0.0016380409,0.00028094536],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036939825,0.0008304833,0.00476209,0.00043776858,0.0013891798,0.000017888815,0.0023941314,0.0006511548,0.006083196],"category_scores_gemma":[0.003446487,0.00057185855,0.00040825902,0.0016453292,0.000081935155,0.001179246,0.0026553923,0.0012836852,0.00011378719],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027436441,0.000037163194,0.00031688777,0.60376936,0.00008060131,0.0000017856677,0.0010612606,1.18398084e-7,7.3743814e-7,0.00035517212,0.032230735,0.36211875],"study_design_scores_gemma":[0.0004452598,0.00014503594,0.00009168437,0.639404,0.0006334813,5.463453e-7,0.0005581297,0.000014343167,2.8599703e-7,0.0007670706,0.3575767,0.00036349706],"about_ca_topic_score_codex":0.0024710365,"about_ca_topic_score_gemma":0.00061654043,"teacher_disagreement_score":0.36175525,"about_ca_system_score_codex":0.00017133981,"about_ca_system_score_gemma":0.0020670602,"threshold_uncertainty_score":0.9999109},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Inyuvesi Yakwazulu-Natali","keywords":"Medicine; Medical emergency; Nursing; Intensive care medicine","score_opus":0.1598397434306369,"score_gpt":0.5015871874108486,"score_spread":0.34174744398021173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366830569","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000110604975,0.9692245,0.0000016000212,0.00023947914,0.0017674526,0.010627689,0.00007977855,0.000037007023,0.017911848],"genre_scores_gemma":[0.000046439673,0.99741745,0.000012928456,0.000106431886,0.0003614686,0.00068815635,0.00025120232,0.000088817025,0.0010271278],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9948935,0.0003449157,0.002669373,0.00088634016,0.00063882984,0.0005670291],"domain_scores_gemma":[0.9971908,0.00017290338,0.0012760013,0.0006920145,0.00031541384,0.00035288616],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080760545,0.0006829905,0.0051311287,0.00060968584,0.000090330366,0.000015027779,0.0013639326,0.0002513949,0.0020850413],"category_scores_gemma":[0.00047225252,0.00046082214,0.00027750514,0.0035771627,0.000046604444,0.0003748468,0.0014118296,0.0005684868,0.000052648214],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021561174,0.000051987805,0.002178566,0.6910508,0.00013861008,0.0000628075,0.00027541147,9.572643e-8,1.7743615e-7,0.000021853846,0.001965165,0.30423293],"study_design_scores_gemma":[0.0007797684,0.00029451313,0.0030911982,0.70794517,0.0016360484,0.00001738992,0.00010109835,6.010102e-7,1.8766364e-7,0.0000674543,0.28578854,0.00027803655],"about_ca_topic_score_codex":0.0043305936,"about_ca_topic_score_gemma":0.00087215076,"teacher_disagreement_score":0.3039549,"about_ca_system_score_codex":0.00020372991,"about_ca_system_score_gemma":0.00039931797,"threshold_uncertainty_score":0.99978435},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nexus (standard); Medical diagnosis; Medical emergency; Emergency medical services; Guideline; Emergency medicine; Family medicine","score_opus":0.05159934450641109,"score_gpt":0.38070873480873046,"score_spread":0.3291093903023194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375844071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98845047,0.0013079403,0.000016698623,0.0040026526,0.0007327042,0.0019348154,0.000797089,0.00019924821,0.0025583676],"genre_scores_gemma":[0.9836942,0.0064537358,0.0000052075625,0.0003975822,0.00023047788,0.00028133215,0.0077202595,0.00011717834,0.0011000583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99411786,0.00030416597,0.001964362,0.0014244547,0.001242938,0.0009462158],"domain_scores_gemma":[0.9972955,0.000115206785,0.0006556369,0.0006525307,0.0007707785,0.00051037775],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004950757,0.00083978276,0.0021917063,0.0007873303,0.0003952712,0.000056069923,0.0007090952,0.0003380286,0.0024205397],"category_scores_gemma":[0.0004206821,0.00072068546,0.00018349332,0.006549995,0.00025658245,0.0009527199,0.0006022734,0.00040878294,0.000022423705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001878634,0.0006893958,0.86557084,0.00033573757,0.0012630417,0.000018739445,0.0037838079,0.0000025082957,0.00046575395,0.0000018348321,0.11547309,0.012207397],"study_design_scores_gemma":[0.0058352896,0.00059823506,0.9843661,0.00060753385,0.0022749866,9.908409e-7,0.0025880379,0.0007211332,0.00023120781,0.00006484849,0.0020300865,0.0006815376],"about_ca_topic_score_codex":0.019656943,"about_ca_topic_score_gemma":0.011259609,"teacher_disagreement_score":0.11879529,"about_ca_system_score_codex":0.00011717587,"about_ca_system_score_gemma":0.000047322697,"threshold_uncertainty_score":0.9995244},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.11596994317420277,"score_gpt":0.5087449174107651,"score_spread":0.3927749742365623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399817781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8231718,0.14841132,0.0019646527,0.0024685685,0.0018726888,0.019458877,0.000073995456,0.000047283083,0.002530844],"genre_scores_gemma":[0.93519026,0.06198056,0.0003572285,0.00050362723,0.00011810731,0.0015128772,0.00018064048,0.00001608207,0.0001405939],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99731594,0.00063300657,0.0013615182,0.00017473822,0.00025524574,0.00025957273],"domain_scores_gemma":[0.9986732,0.00071968144,0.00025267448,0.00017008987,0.0001104504,0.00007388898],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018082092,0.00018841217,0.0006062852,0.00015821824,0.0003652209,0.00002156269,0.00051834306,0.000045862016,0.0011210687],"category_scores_gemma":[0.0020227667,0.00008910341,0.000027614367,0.0007099296,0.000083445746,0.0010605272,0.0002863939,0.00018873761,0.0000020795671],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007659015,0.000025030824,0.025842188,0.42222887,0.00005755443,1.2619954e-7,0.54379535,7.739607e-8,0.0000017934502,0.00047113112,0.00493406,0.002567247],"study_design_scores_gemma":[0.0005808734,0.0002397196,0.010891701,0.1777934,0.00018543983,0.0000073237065,0.8084876,0.000049365735,0.000006474995,0.000060587732,0.0015357557,0.00016173732],"about_ca_topic_score_codex":0.00043907773,"about_ca_topic_score_gemma":0.0005048343,"teacher_disagreement_score":0.26469228,"about_ca_system_score_codex":0.00006099014,"about_ca_system_score_gemma":0.0002136715,"threshold_uncertainty_score":0.99979204},"labels":[],"label_agreement":null}]}