{"meta":{"query_hash":"0b6cb44d88f1","filters":{"venue":"BMC Emergency Medicine"},"cohort_total":101,"direct_labels_cover":0,"predictions_cover":101,"exported":101,"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/0b6cb44d88f1","api":"https://metacan.xera.ac/api/v1/cohort?venue=BMC+Emergency+Medicine"},"results":[{"id":"W1516721328","doi":"10.1186/1471-227x-6-3","title":"Validation of the Ottawa Ankle Rules in Iran: A prospective survey","year":2006,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":44,"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; Ankle; Radiography; Orthopedic surgery; Emergency department; Ankle injury; Prospective cohort study; Predictive value; Population; Surgery; Internal medicine","score_opus":0.049204827843886544,"score_gpt":0.30764704439641877,"score_spread":0.25844221655253224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1516721328","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":[0.9793367,0.0010347965,0.000053098345,0.0004971104,0.0012706863,0.0004870213,0.000009571315,0.000024690376,0.017286364],"genre_scores_gemma":[0.9951857,0.000058958864,0.000054429274,0.000021972057,0.00054015627,0.000021750724,0.00007990846,0.000017363103,0.004019794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983339,0.000163223,0.00067809713,0.00021583772,0.00040550003,0.00020346465],"domain_scores_gemma":[0.9991893,0.00011646635,0.00018307209,0.00031349948,0.00015456746,0.000043048953],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011003301,0.0001402927,0.00037044295,0.00014802809,0.00003861281,7.5762e-7,0.00009543578,0.00006907685,0.000948287],"category_scores_gemma":[0.0009360936,0.00008532202,0.00009485706,0.00074573414,0.00013020984,0.000048529604,0.000025544961,0.00014158925,0.000013916889],"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":[0.00009437961,0.00016673679,0.97572064,0.000117205556,0.000010956189,0.0000017440267,0.00017742271,0.000008663518,0.0051889545,0.00029431868,0.018130403,0.00008855993],"study_design_scores_gemma":[0.001156148,0.00011630234,0.9917068,0.00022086651,0.00003774872,0.0000038327826,0.000076740675,0.000048083308,0.004666001,0.0009230745,0.0009612169,0.00008320648],"about_ca_topic_score_codex":0.0044183433,"about_ca_topic_score_gemma":0.0025987546,"teacher_disagreement_score":0.017169185,"about_ca_system_score_codex":0.000040606217,"about_ca_system_score_gemma":0.000071023336,"threshold_uncertainty_score":0.99996495},"labels":[],"label_agreement":null},{"id":"W1845354011","doi":"10.1186/s12873-015-0049-y","title":"Assessing the association between occupancy and outcome in critically Ill hospitalized patients with sepsis","year":2015,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Medicine; Sepsis; Emergency department; Emergency medicine; Triage; Retrospective cohort study; Observational study; Severity of illness; Mortality rate; Cohort study; Intensive care unit; Cohort; Pediatrics; Intensive care medicine; Internal medicine","score_opus":0.15019328321849323,"score_gpt":0.41927188156403816,"score_spread":0.26907859834554493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1845354011","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":[0.9887614,0.00073355203,0.000083555955,0.006229956,0.00047258654,0.00059902994,0.000004883543,0.000033683642,0.0030813233],"genre_scores_gemma":[0.9980086,0.00009130668,0.000494362,0.0006557798,0.00028457114,0.0000625602,0.000067562825,0.00002365184,0.0003115875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980014,0.00011642471,0.000591603,0.0002863345,0.0006982989,0.00030595582],"domain_scores_gemma":[0.99836755,0.00026320844,0.00016706379,0.00025807112,0.0007041172,0.00023997345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007048609,0.00020022113,0.0005029951,0.00010598814,0.00006350621,0.000009213701,0.00006677505,0.0000880714,0.00016950995],"category_scores_gemma":[0.0037364927,0.00010537336,0.000047859427,0.00034162746,0.000059604154,0.00014732966,0.000030501422,0.00015660009,0.000011750618],"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":[0.000031988966,0.00025286226,0.9952939,0.00004645008,0.00009984723,0.0000036402187,0.00050852174,2.6950326e-7,0.0000014783647,0.000033974226,0.0031318741,0.00059520616],"study_design_scores_gemma":[0.005944741,0.00074793847,0.99033827,0.00019883554,0.0005623066,6.431459e-7,0.0005781099,0.000017438853,0.0000054076236,0.0001328631,0.0013528222,0.0001206572],"about_ca_topic_score_codex":0.0003113967,"about_ca_topic_score_gemma":0.00006849589,"teacher_disagreement_score":0.009247189,"about_ca_system_score_codex":0.00023459355,"about_ca_system_score_gemma":0.000067542496,"threshold_uncertainty_score":0.44732007},"labels":[],"label_agreement":null},{"id":"W1955882479","doi":"10.1186/s12873-015-0043-4","title":"A spatial analysis of heat stress related emergency room visits in rural Southern Ontario during heat waves","year":2015,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":32,"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 Guelph","funders":"","keywords":"Medicine; Poisson regression; Heat wave; Preparedness; Metropolitan area; Heat stress; Demography; Environmental health; Climate change; Population; Atmospheric sciences","score_opus":0.06154960896169248,"score_gpt":0.3186383385882832,"score_spread":0.25708872962659074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1955882479","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":[0.9946427,0.00068774616,0.00002816166,0.0003562043,0.0009878336,0.0003053507,0.000027418995,0.000029400444,0.0029352217],"genre_scores_gemma":[0.9963061,0.0003205446,0.00002422809,0.000016247423,0.00015675327,0.00001394877,0.000110600224,0.00002158278,0.0030299844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971833,0.00010802297,0.0011096589,0.0003616556,0.0006741665,0.0005631907],"domain_scores_gemma":[0.9989369,0.00002078979,0.0001488691,0.0004043697,0.000033350618,0.00045572713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054341636,0.00025384038,0.00060473464,0.00031303463,0.00007735445,0.0000015888403,0.0002397783,0.00012007439,0.04208269],"category_scores_gemma":[0.00015580114,0.00020604998,0.00012593913,0.0014224735,0.000044369735,0.00014571827,0.00014074896,0.00020499478,0.0001335405],"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":[0.00010960103,0.00012458095,0.96367586,0.000052019896,0.00005570321,0.000006889678,0.029113915,0.0031052819,0.002771619,0.000001464248,0.00090232305,0.00008077595],"study_design_scores_gemma":[0.0011861738,0.00023249572,0.98890424,0.00012489894,0.00029041263,0.0000018830273,0.004181473,0.0045453175,0.00012744607,0.0001194438,0.000068468085,0.0002177777],"about_ca_topic_score_codex":0.46863914,"about_ca_topic_score_gemma":0.8263795,"teacher_disagreement_score":0.35774037,"about_ca_system_score_codex":0.00042889136,"about_ca_system_score_gemma":0.000040264036,"threshold_uncertainty_score":0.958793},"labels":[],"label_agreement":null},{"id":"W1970387842","doi":"10.1186/1471-227x-9-11","title":"The impact of a fast track area on quality and effectiveness outcomes: A Middle Eastern emergency department perspective","year":2009,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":35,"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; Overcrowding; Emergency department; Triage; Emergency medicine; Fast track; Medical emergency; Surgery","score_opus":0.09748619291283468,"score_gpt":0.415110080590624,"score_spread":0.3176238876777893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970387842","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":[0.97000134,0.013789182,0.00014763408,0.0015947556,0.0011943562,0.0011355012,0.000036381673,0.00006101286,0.012039842],"genre_scores_gemma":[0.9914083,0.007175498,0.000020424932,0.000052743067,0.0003335296,0.000067605724,0.000019757066,0.000025181764,0.0008969778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695086,0.00029265773,0.0010620159,0.0005576228,0.0006417249,0.0004951404],"domain_scores_gemma":[0.9978612,0.00028993524,0.00035595862,0.0006209206,0.0006145086,0.00025749224],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009602041,0.00050569477,0.0010474133,0.00014087353,0.00027945117,0.0000020960035,0.00017648056,0.00009993073,0.0005130191],"category_scores_gemma":[0.0014849253,0.00025710004,0.00050997356,0.00048367662,0.00022788874,0.000074322845,0.00004439722,0.00026855772,0.0000109801795],"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":[0.0020184866,0.00091102376,0.9757797,0.00032092084,0.0010078674,0.000011577194,0.0046390076,0.000014850116,0.0019756786,0.00206937,0.009397064,0.0018544147],"study_design_scores_gemma":[0.0021791304,0.0046340665,0.9849944,0.0003593976,0.00031594964,0.0000095645655,0.004699239,0.000056052508,0.00012377593,0.0021664517,0.00020735724,0.0002545941],"about_ca_topic_score_codex":0.0006108975,"about_ca_topic_score_gemma":0.00018020198,"teacher_disagreement_score":0.021406947,"about_ca_system_score_codex":0.00016750763,"about_ca_system_score_gemma":0.0000852561,"threshold_uncertainty_score":0.99998814},"labels":[],"label_agreement":null},{"id":"W1976972761","doi":"10.1186/1471-227x-8-3","title":"A study to derive a clinical decision rule for triage of emergency department patients with chest pain: design and methodology","year":2008,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":34,"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 Ottawa","funders":"Society for Academic Emergency Medicine; American Heart Association","keywords":"Medicine; Chest pain; Triage; Unstable angina; Emergency department; Myocardial infarction; Emergency medicine; Acute coronary syndrome; Clinical prediction rule; Angina; Prospective cohort study; Intensive care medicine; Physical therapy; Internal medicine","score_opus":0.36913202427920777,"score_gpt":0.4893189444780606,"score_spread":0.12018692019885285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976972761","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":[0.6668593,0.0003054824,0.3261465,0.00073165336,0.0008251181,0.005025103,0.000009323259,0.000027792543,0.00006964958],"genre_scores_gemma":[0.71625745,0.0020386504,0.2772262,0.0007886467,0.0012407287,0.0013539877,0.0000925204,0.00012162666,0.0008801619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99538374,0.0012917148,0.0014892698,0.00062740926,0.000796768,0.00041111553],"domain_scores_gemma":[0.9958311,0.0019019258,0.00027495864,0.0005551323,0.00091689074,0.0005200487],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0060598506,0.00027437403,0.0010919503,0.00030834024,0.00014480413,7.386653e-7,0.00015793674,0.000108438944,0.00060549245],"category_scores_gemma":[0.010753945,0.00018265142,0.00014924654,0.00061498355,0.00016296167,0.000050148043,0.000101975296,0.0002018743,0.000009835248],"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":[0.012550963,0.0024454503,0.88391435,0.00012759148,0.00056450756,0.00002302522,0.0018592279,0.000018184073,0.00022165356,0.000010966944,0.09034782,0.007916248],"study_design_scores_gemma":[0.01481919,0.04104059,0.93271965,0.0000936453,0.00056612265,0.00001470196,0.0011236947,0.00017754985,0.00012509985,0.00015126001,0.008920781,0.00024769042],"about_ca_topic_score_codex":0.00008655356,"about_ca_topic_score_gemma":0.00002848811,"teacher_disagreement_score":0.08142704,"about_ca_system_score_codex":0.000048681442,"about_ca_system_score_gemma":0.00017574741,"threshold_uncertainty_score":0.9975789},"labels":[],"label_agreement":null},{"id":"W1982183361","doi":"10.1186/1471-227x-8-12","title":"An evaluation of 9-1-1 calls to assess the effectiveness of dispatch-assisted cardiopulmonary resuscitation (CPR) instructions: design and methodology","year":2008,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":15,"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 Ottawa","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Resuscitation; Intensive care medicine; MEDLINE; Medical emergency; Emergency medicine","score_opus":0.27917454807274206,"score_gpt":0.434701262677097,"score_spread":0.15552671460435497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982183361","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":[0.91049534,0.0009659976,0.083450615,0.00014222383,0.0030372536,0.0015466303,0.0000043305095,0.000019852785,0.0003377633],"genre_scores_gemma":[0.9891081,0.00033898148,0.009946358,0.000010390837,0.00035844857,0.00015081486,0.00005507508,0.000018133534,0.00001373984],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99392384,0.0042291083,0.0006195337,0.00029387174,0.0007865579,0.00014706947],"domain_scores_gemma":[0.99691415,0.0012703559,0.00022590917,0.00040223025,0.0010640328,0.00012329515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008485307,0.00015188188,0.00054255675,0.00024924538,0.00012155802,7.3958176e-7,0.00008198587,0.00010308173,0.00003893167],"category_scores_gemma":[0.0035389091,0.00009894678,0.00009589341,0.00069195585,0.00027615545,0.00009595683,0.000021299355,0.000114210576,9.823315e-7],"study_design_candidate":"observational","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":[0.004371304,0.00025151315,0.4163749,0.0012060184,0.00037055713,0.000006450054,0.004354123,0.0066168522,0.5533225,0.0004959423,0.00081218855,0.011817666],"study_design_scores_gemma":[0.0016463689,0.00051982,0.9882794,0.00028067728,0.000758934,0.000030095098,0.0010361271,0.0020197483,0.0044791475,0.0008172357,0.00003905588,0.00009340155],"about_ca_topic_score_codex":0.00037669842,"about_ca_topic_score_gemma":0.000035223467,"teacher_disagreement_score":0.5719045,"about_ca_system_score_codex":0.00006091272,"about_ca_system_score_gemma":0.00021493713,"threshold_uncertainty_score":0.42366603},"labels":[],"label_agreement":null},{"id":"W1984420825","doi":"10.1186/1471-227x-10-9","title":"The accuracy of pulse oximetry in emergency department patients with severe sepsis and septic shock: a retrospective cohort study","year":2010,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":152,"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 Calgary","funders":"","keywords":"Medicine; Septic shock; Emergency department; Pulse oximetry; Retrospective cohort study; Emergency medicine; Sepsis; Cohort; Cohort study; Severe sepsis; Intensive care medicine; Medical emergency; Internal medicine; Anesthesia","score_opus":0.009916118039881234,"score_gpt":0.2570662852027228,"score_spread":0.24715016716284155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984420825","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":[0.99388605,0.0005134888,0.00010657263,0.00001711732,0.0025713162,0.0013698159,0.000009139361,0.000058179514,0.0014683193],"genre_scores_gemma":[0.9990494,0.00031898628,0.000118757824,0.0000013549338,0.0002352038,0.00014961133,0.000008918406,0.00005000067,0.00006776746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979864,0.00005513112,0.00068404723,0.00033226123,0.00058325403,0.00035890206],"domain_scores_gemma":[0.9989328,0.00012900577,0.00013732765,0.00048340837,0.00018624956,0.00013121834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046122723,0.00029057392,0.00039386144,0.00014885364,0.00010159147,0.000003566417,0.00022537365,0.000067555804,0.00045974678],"category_scores_gemma":[0.0006387793,0.00019196422,0.00004075128,0.00069193676,0.0000735661,0.0001557584,0.000075072676,0.00035532162,0.0000051160173],"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":[0.000038645434,0.00015699507,0.9950153,0.00007748605,0.00013525749,0.000002681156,0.0005759137,0.000044152366,0.0031243039,0.000012596089,0.00039669147,0.00041994578],"study_design_scores_gemma":[0.0011023981,0.00043753,0.9969174,0.000047676367,0.00009968433,0.0000012387645,0.00050020695,0.00009071129,0.00040130471,0.00014647307,0.000037481826,0.00021786893],"about_ca_topic_score_codex":0.00022820159,"about_ca_topic_score_gemma":0.0023857094,"teacher_disagreement_score":0.0051633483,"about_ca_system_score_codex":0.000088381385,"about_ca_system_score_gemma":0.000017815815,"threshold_uncertainty_score":0.7828074},"labels":[],"label_agreement":null},{"id":"W1990930683","doi":"10.1186/1471-227x-9-17","title":"Paramedic clinical decision making during high acuity emergency calls: design and methodology of a Delphi study","year":2009,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Patient Safety Institute","keywords":"Medicine; Delphi method; Medical emergency; Clinical decision making; Delphi; MEDLINE; Emergency department; Emergency medicine; Nursing; Family medicine; Artificial intelligence","score_opus":0.2715285912658665,"score_gpt":0.4941125988566993,"score_spread":0.2225840075908328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990930683","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":[0.9367317,0.014481137,0.04165079,0.0006538548,0.00435155,0.0014389659,0.0000041303565,0.000112026086,0.00057587685],"genre_scores_gemma":[0.95611656,0.022190161,0.019918242,0.000110362125,0.0013339563,0.00004298551,0.000007976967,0.000037713024,0.00024205109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99381024,0.0009499244,0.0028689906,0.00091629697,0.000846402,0.00060814054],"domain_scores_gemma":[0.9968507,0.00090221706,0.0006087408,0.00076731923,0.0005341836,0.00033682812],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044168863,0.00049945246,0.0017486067,0.00035651855,0.00023554201,0.0000012634391,0.00028730655,0.00026175685,0.0018151334],"category_scores_gemma":[0.008161994,0.00036642497,0.00026520673,0.00083025405,0.0002870114,0.00010840767,0.00016006148,0.00054681976,0.000008916349],"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":[0.0045822076,0.002423721,0.8936288,0.00067527563,0.0010137737,0.00022079665,0.007314747,0.000043832035,0.004334976,0.0004279338,0.039440814,0.04589313],"study_design_scores_gemma":[0.0050754664,0.0071536573,0.97575253,0.00062700605,0.001479032,0.00006210161,0.003698187,0.00021953435,0.00013021755,0.004975946,0.0004042363,0.0004220966],"about_ca_topic_score_codex":0.000113658374,"about_ca_topic_score_gemma":0.000089009955,"teacher_disagreement_score":0.08212373,"about_ca_system_score_codex":0.00004059937,"about_ca_system_score_gemma":0.0000958938,"threshold_uncertainty_score":0.99987876},"labels":[],"label_agreement":null},{"id":"W2015575344","doi":"10.1186/1471-227x-13-17","title":"Implementing wait-time reductions under Ontario government benchmarks (Pay-for-Results): a Cluster Randomized Trial of the Effect of a Physician-Nurse Supplementary Triage Assistance team (MDRNSTAT) on emergency department patient wait times","year":2013,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Hospital; Western University; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Triage; Emergency department; Emergency medicine; Randomized controlled trial; Cluster randomised controlled trial; Intervention (counseling); Cluster (spacecraft); Medical emergency; Patient satisfaction; Nursing; Surgery","score_opus":0.011857683409637783,"score_gpt":0.28687628961916245,"score_spread":0.2750186062095247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015575344","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":[0.9452973,0.0008920461,0.00021672134,0.0051819333,0.008119847,0.018671008,0.00082438416,0.000038501676,0.020758264],"genre_scores_gemma":[0.9777636,0.000806019,0.00047072172,0.00026590124,0.001708189,0.004237322,0.0012596766,0.000096251075,0.013392329],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9929176,0.000637015,0.003291002,0.0007457048,0.0015919295,0.0008167316],"domain_scores_gemma":[0.99615157,0.0007294344,0.0015864575,0.0009620696,0.0003811589,0.00018932375],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002050798,0.0006825394,0.0020124048,0.00012792998,0.00036974202,0.0000031552054,0.00030742175,0.000117504955,0.011199395],"category_scores_gemma":[0.0010212911,0.00036960075,0.001231824,0.00046311694,0.0002831948,0.000112568465,0.00016537955,0.00035535404,0.000009902647],"study_design_candidate":"randomized_trial","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":[0.31031254,0.0010019423,0.002149751,0.0004990769,0.0020274944,8.839018e-7,0.002452561,0.000040260875,0.003604338,0.00017217905,0.676638,0.0011009738],"study_design_scores_gemma":[0.90330976,0.016854946,0.0037558747,0.001240773,0.006400987,0.000004104456,0.0042255553,0.0005936845,0.012311646,0.0005770639,0.049920157,0.00080545055],"about_ca_topic_score_codex":0.0042224284,"about_ca_topic_score_gemma":0.0034296266,"teacher_disagreement_score":0.62671787,"about_ca_system_score_codex":0.00045426964,"about_ca_system_score_gemma":0.00017778024,"threshold_uncertainty_score":0.9998756},"labels":[],"label_agreement":null},{"id":"W2025686262","doi":"10.1186/1471-227x-11-3","title":"Canadian Emergency DepartmentTriage and Acuity Scale: implementation in a tertiary care center in Saudi Arabia","year":2011,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":57,"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":"King Faisal Specialist Hospital and Research Centre","keywords":"Triage; Medicine; Emergency department; Emergency medicine; Medical emergency; Tertiary care; Nursing","score_opus":0.0350074813717425,"score_gpt":0.33397255132431936,"score_spread":0.2989650699525769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025686262","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":[0.96170473,0.019339727,0.00001445184,0.000990188,0.0021098785,0.0011363506,0.00005543639,0.000037925838,0.014611298],"genre_scores_gemma":[0.9757505,0.022821827,0.00015246746,0.00019517471,0.00033554257,0.0001608172,0.00024644067,0.000034336957,0.00030289785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972895,0.00011217244,0.0010628994,0.00054952875,0.0003075424,0.00067838083],"domain_scores_gemma":[0.99898183,0.000013739676,0.00012627912,0.00033411346,0.00015510805,0.00038891684],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000379066,0.0003424318,0.00050761603,0.0005773731,0.00011227089,0.000001127393,0.00012762749,0.00012187224,0.0072335918],"category_scores_gemma":[0.00013057605,0.00028967377,0.000090284586,0.0006247315,0.000076510245,0.00015648638,0.00006503709,0.00025083456,0.00001746491],"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":[0.00007059995,0.00009166615,0.9667475,0.0003951627,0.000041883937,0.000059757098,0.011481599,9.899798e-8,0.00026301955,0.0000377365,0.018846752,0.0019641856],"study_design_scores_gemma":[0.0027508005,0.00025939304,0.9804168,0.00021874579,0.00012009421,0.00001371718,0.010149026,0.0000074816176,0.00017842554,0.00018559204,0.005434273,0.00026567848],"about_ca_topic_score_codex":0.1348671,"about_ca_topic_score_gemma":0.8189774,"teacher_disagreement_score":0.68411034,"about_ca_system_score_codex":0.00027905678,"about_ca_system_score_gemma":0.0001619423,"threshold_uncertainty_score":0.99995553},"labels":[],"label_agreement":null},{"id":"W2028650423","doi":"10.1186/1471-227x-12-10","title":"The critical incident inventory: characteristics of incidents which affect emergency medical technicians and paramedics","year":2012,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Health Sciences Centre; Public Health Ontario; Toronto Metropolitan University; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Distress; Situational ethics; Irritability; Clinical psychology; Posttraumatic stress; Anxiety; Psychiatry; Psychology","score_opus":0.10923943842696099,"score_gpt":0.4573329924502006,"score_spread":0.3480935540232396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028650423","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":[0.95533663,0.017815165,0.0013704188,0.003361606,0.011211353,0.00074950245,0.000018128787,0.00008367324,0.010053507],"genre_scores_gemma":[0.9927823,0.0048837396,0.000032925178,0.000056611465,0.0012153587,0.000201551,0.000022981421,0.00005188542,0.0007526675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944363,0.00070992415,0.0014880038,0.0003833631,0.0019346387,0.0010477232],"domain_scores_gemma":[0.9968119,0.00090161635,0.0003257467,0.00086233945,0.00034129104,0.0007570788],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038132165,0.0003238712,0.0005812054,0.00019329066,0.00025544147,0.0000041813437,0.00079233566,0.00031625148,0.013875737],"category_scores_gemma":[0.016873099,0.00021954038,0.00009303937,0.00069616677,0.00085386034,0.000113007816,0.0003113815,0.000650917,0.00012945062],"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":[0.000085186075,0.00046651872,0.9401924,0.00031622485,0.000120954275,0.000007285342,0.004674385,2.4979286e-8,0.00010677954,0.013018625,0.036609452,0.004402133],"study_design_scores_gemma":[0.00085824786,0.00043582873,0.9861153,0.0002750434,0.0001568894,0.00005899189,0.0025628672,0.0001347899,0.000016884109,0.0013157394,0.0077947075,0.00027475745],"about_ca_topic_score_codex":0.00067613454,"about_ca_topic_score_gemma":0.0006023636,"teacher_disagreement_score":0.045922823,"about_ca_system_score_codex":0.0000505755,"about_ca_system_score_gemma":0.00012320894,"threshold_uncertainty_score":0.99140817},"labels":[],"label_agreement":null},{"id":"W2040603541","doi":"10.1186/1471-227x-14-8","title":"Risk stratification of adult emergency department syncope patients to predict short-term serious outcomes after discharge (RiSEDS) study","year":2014,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta; Queen's University; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; University of Ottawa; Government of Canada; Heart and Stroke Foundation of Canada","keywords":"Medicine; Emergency department; Prospective cohort study; Emergency medicine; Myocardial infarction; Pulmonary embolism; Subarachnoid hemorrhage; Internal medicine","score_opus":0.012771238515124368,"score_gpt":0.28379808663683,"score_spread":0.27102684812170563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040603541","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":[0.988994,0.00039977307,0.0021603038,0.00022320813,0.0027372777,0.0031654371,0.00006019747,0.00008432168,0.0021754499],"genre_scores_gemma":[0.9971037,0.00044704397,0.00014657972,0.000055664063,0.0003993949,0.0005310111,0.00020494533,0.000065531654,0.001046128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99607086,0.00022466085,0.0015830911,0.0007193157,0.0009640973,0.00043797764],"domain_scores_gemma":[0.99762064,0.00003325844,0.00028269648,0.0012322711,0.00044119993,0.0003899383],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006455078,0.00044325582,0.0010196547,0.0002536954,0.0000941094,0.00000330947,0.00024968167,0.00009683217,0.0020517176],"category_scores_gemma":[0.00067821774,0.000329664,0.00042295005,0.00042898237,0.00005776766,0.00011821066,0.00009466499,0.0001825317,0.00011093023],"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":[0.00030678159,0.0014337011,0.98417294,0.0001948109,0.0005570272,0.000002124023,0.0012976456,0.000021976111,0.00013307545,0.00001397589,0.0045602163,0.0073057176],"study_design_scores_gemma":[0.003269633,0.0019609914,0.99060494,0.00011401777,0.0012069356,0.000001204709,0.00063995656,0.000099779034,0.000085667096,0.000026206526,0.0016875584,0.00030309093],"about_ca_topic_score_codex":0.00032279576,"about_ca_topic_score_gemma":0.0008338826,"teacher_disagreement_score":0.00810967,"about_ca_system_score_codex":0.00007177568,"about_ca_system_score_gemma":0.00006376049,"threshold_uncertainty_score":0.99991554},"labels":[],"label_agreement":null},{"id":"W2050674998","doi":"10.1186/1471-227x-11-13","title":"Modeling factors influencing the demand for emergency department services in ontario: a comparison of methods","year":2011,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Emergency department; Medical emergency; Emergency medical services; Emergency medicine; Nursing","score_opus":0.1728430907408399,"score_gpt":0.41626060600132764,"score_spread":0.24341751526048774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050674998","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":[0.96946967,0.013255996,0.010339185,0.00008562346,0.0024438393,0.0011365775,0.000006241729,0.000038506158,0.003224352],"genre_scores_gemma":[0.9921925,0.0015885676,0.0053994926,0.000035256387,0.00019266731,0.00017473384,0.00004424969,0.00003488601,0.00033763138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969435,0.000129663,0.0017033726,0.00042127207,0.00033727786,0.00046495418],"domain_scores_gemma":[0.9985988,0.00009339724,0.00031778734,0.00047632406,0.00037862363,0.00013503969],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010316774,0.00036241396,0.0009311594,0.000204629,0.00017104876,7.390196e-7,0.00027384792,0.0001177632,0.0016430906],"category_scores_gemma":[0.00027147096,0.00021965739,0.00025988359,0.00043941816,0.0000816549,0.000106202104,0.00009278389,0.00028832784,0.0000019245274],"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":[0.00026627185,0.00024858347,0.9396755,0.00074658013,0.00024026784,7.9662055e-7,0.055143785,0.00018756423,0.0016829461,0.00021503224,0.0013547031,0.00023798265],"study_design_scores_gemma":[0.0035212392,0.0027150468,0.8835553,0.0011973039,0.0020208687,0.000005533479,0.07249305,0.021082193,0.0051608467,0.0030260258,0.004466921,0.00075568655],"about_ca_topic_score_codex":0.047943942,"about_ca_topic_score_gemma":0.20185754,"teacher_disagreement_score":0.15391359,"about_ca_system_score_codex":0.00009538605,"about_ca_system_score_gemma":0.000113530754,"threshold_uncertainty_score":0.99926955},"labels":[],"label_agreement":null},{"id":"W2060504346","doi":"10.1186/1471-227x-12-11","title":"613 cases of splenic rupture without risk factors or previously diagnosed disease: a systematic review","year":2012,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":194,"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; St. John’s Health Sciences Centre; Memorial University of Newfoundland; Health Sciences Centre","funders":"Memorial University of Newfoundland","keywords":"Medicine; Disease; Abnormality; Systematic review; Surgery; Internal medicine; MEDLINE","score_opus":0.16066258417685544,"score_gpt":0.4210753616390523,"score_spread":0.2604127774621968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060504346","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":[0.00014776393,0.9868922,0.000027331404,0.000038820202,0.0018129031,0.010424961,0.00023668764,0.00011675696,0.0003025293],"genre_scores_gemma":[0.00025523483,0.9897122,0.00007369594,0.00005427213,0.001497101,0.0011155183,0.00065763714,0.00019851644,0.006435863],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99165624,0.0010720525,0.0044600423,0.0007703086,0.0012728319,0.00076849794],"domain_scores_gemma":[0.99189836,0.0012642291,0.0034434828,0.0019875641,0.00036728045,0.001039091],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0015105837,0.001361535,0.01111639,0.00038502194,0.000119062905,0.000002921317,0.0005558215,0.00039839317,0.00838236],"category_scores_gemma":[0.013503353,0.0006613639,0.0018292102,0.0010663177,0.0003289954,0.00013486203,0.00010595123,0.00080331444,0.0001354544],"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":[0.000097452576,0.0002677119,0.0030038948,0.98036265,0.00093951746,0.00008470873,0.0002634925,1.3136624e-8,1.0168281e-7,0.000017065204,0.011565159,0.0033982026],"study_design_scores_gemma":[0.00044255969,0.00068323244,0.0003324475,0.66998476,0.0957317,0.00017131612,0.00013343981,5.636637e-7,1.8542616e-7,0.0000031337947,0.2320638,0.00045285467],"about_ca_topic_score_codex":0.00015832993,"about_ca_topic_score_gemma":0.00006263152,"teacher_disagreement_score":0.31037793,"about_ca_system_score_codex":0.00015130918,"about_ca_system_score_gemma":0.00085494644,"threshold_uncertainty_score":0.9999136},"labels":[],"label_agreement":null},{"id":"W2061761618","doi":"10.1186/1471-227x-11-4","title":"Prehospital evaluation and economic analysis of different coronary syndrome treatment strategies - PREDICT - Rationale, Development and Implementation","year":2011,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute; McMaster University; University of Toronto; Associated Medical Services; St. Michael's Hospital","funders":"Department of Medicine, University of Toronto; McMaster University; Department of Family and Community Medicine, University of Toronto; University of Toronto; Ontario Ministry of Health and Long-Term Care; Heart and Stroke Foundation of Canada","keywords":"Medicine; Conventional PCI; Emergency department; Medical emergency; Percutaneous coronary intervention; Emergency medicine; Acute coronary syndrome; Chest pain; Population; Myocardial infarction; Emergency medical services; Nursing; Internal medicine","score_opus":0.10492543418514846,"score_gpt":0.3869978355715018,"score_spread":0.28207240138635337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061761618","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":[0.99587744,0.0010762665,0.00033134935,0.00016836834,0.00024903624,0.0011858033,0.000016784992,0.000018384007,0.0010765633],"genre_scores_gemma":[0.99724275,0.0012436575,0.0004530275,0.000014420885,0.00005622635,0.00023393487,0.0005484543,0.000011106691,0.00019644568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984511,0.0000843787,0.0006232828,0.00029855443,0.0003876974,0.00015499578],"domain_scores_gemma":[0.99932337,0.000043126623,0.00016398486,0.00018295545,0.00014412274,0.00014244368],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040490762,0.00016737361,0.00043294046,0.00041331642,0.000068357884,0.000002531448,0.000037432063,0.00004818455,0.005141622],"category_scores_gemma":[0.000027222733,0.00012316322,0.00006167221,0.00018860126,0.000115481445,0.00013260295,0.00003190636,0.000047330974,0.0000031334162],"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":[0.00022649793,0.00015584052,0.9837998,0.00009981808,0.0032140203,0.0000036301378,0.0051065045,0.000023817855,0.00056250277,0.00048069382,0.00050182565,0.0058250125],"study_design_scores_gemma":[0.0018631059,0.001675343,0.98696595,0.000021636159,0.0025802052,0.000017705865,0.0033993702,0.002516616,0.00048202195,0.00014170998,0.00024234915,0.00009397311],"about_ca_topic_score_codex":0.00068546727,"about_ca_topic_score_gemma":0.00044918433,"teacher_disagreement_score":0.0057310397,"about_ca_system_score_codex":0.00020068121,"about_ca_system_score_gemma":0.00025657096,"threshold_uncertainty_score":0.99576783},"labels":[],"label_agreement":null},{"id":"W2082684674","doi":"10.1186/1471-227x-14-6","title":"Use of prehospital ultrasound in North America: a survey of emergency medical services medical directors","year":2014,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Alberta Health Services; University of British Columbia","funders":"University of Calgary","keywords":"Medicine; Emergency medical services; Medical emergency; Emergency medicine; Ultrasound; Diagnostic ultrasound; Cross-sectional study; Radiology","score_opus":0.08344874077829745,"score_gpt":0.3731051636706367,"score_spread":0.2896564228923392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082684674","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":[0.9938095,0.00072749535,0.0010821704,0.0007215923,0.0016535139,0.0006544834,0.00007621914,0.000070910464,0.0012040753],"genre_scores_gemma":[0.99178576,0.0055172127,0.0007013972,0.00016879628,0.0005990783,0.00008087154,0.00069807057,0.00005942173,0.0003894013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99230134,0.0005404355,0.0033527068,0.0007106794,0.002563903,0.00053093274],"domain_scores_gemma":[0.99156106,0.0048002503,0.00084363925,0.0011371286,0.00074859784,0.00090933614],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024814177,0.00040140955,0.0014836855,0.00030508504,0.000049267706,0.0000013852797,0.00068145385,0.00039025076,0.022871578],"category_scores_gemma":[0.04302435,0.0003063925,0.00023748919,0.0024182636,0.0006516514,0.0001420186,0.00012947977,0.00065140525,0.00004634512],"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":[0.00018569523,0.001187982,0.99089473,0.0006566056,0.00011189494,0.000002458541,0.0005972899,0.000009390764,0.00045993098,0.00009159157,0.0043342584,0.0014681673],"study_design_scores_gemma":[0.0014203845,0.00090700435,0.9893774,0.0004289836,0.00015321856,0.000009727735,0.00012446882,0.0009197475,0.00006719307,0.00009787888,0.0062441914,0.00024984012],"about_ca_topic_score_codex":0.01599619,"about_ca_topic_score_gemma":0.034633856,"teacher_disagreement_score":0.040542934,"about_ca_system_score_codex":0.000043242868,"about_ca_system_score_gemma":0.00035955012,"threshold_uncertainty_score":0.99993885},"labels":[],"label_agreement":null},{"id":"W2096670259","doi":"10.1186/s12873-015-0051-4","title":"Reliability and validity of the Hospital Anxiety and Depression Scale in an emergency department in Saudi Arabia: a cross-sectional observational study","year":2015,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Music Therapy and Health","field":"Psychology","cited_by":68,"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 Saskatchewan","funders":"","keywords":"Hospital Anxiety and Depression Scale; Medicine; Emergency department; Cronbach's alpha; Anxiety; Observational study; Depression (economics); Psychiatry; Validity; Cross-sectional study; Clinical psychology; Psychometrics","score_opus":0.19136757545925387,"score_gpt":0.4329709470011848,"score_spread":0.24160337154193096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096670259","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":[0.99384654,0.00080138905,0.000035749392,0.00019188359,0.0038070905,0.0009400164,0.000014684437,0.000011808563,0.00035086225],"genre_scores_gemma":[0.9991388,0.00015426845,0.000055316435,0.000028355753,0.00034203252,0.00010996242,0.000015531361,0.000009685875,0.00014609144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975336,0.00054456486,0.0008485412,0.0004703011,0.0003828115,0.00022017467],"domain_scores_gemma":[0.9990411,0.000052521667,0.00020025793,0.0003976985,0.00016351142,0.00014492423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024173532,0.00014974832,0.00027142194,0.000067538174,0.00008409159,0.00000160326,0.00014479745,0.00010892515,0.0010837272],"category_scores_gemma":[0.0002933014,0.00010267391,0.000031552456,0.0003225427,0.00013572932,0.00012308137,0.000069728376,0.00022328793,0.0000012054414],"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":[0.00027526089,0.0012331251,0.9888865,0.000043428106,0.0000069091598,5.3500105e-7,0.007892841,0.000022224955,0.000053986765,0.00007561749,0.0013259482,0.00018364159],"study_design_scores_gemma":[0.002359109,0.0006323502,0.993438,0.000019639814,0.000009667118,0.0000024142057,0.0012435566,0.00009237809,0.0000033433523,0.0019206718,0.00018196522,0.00009692317],"about_ca_topic_score_codex":0.0018682377,"about_ca_topic_score_gemma":0.008491243,"teacher_disagreement_score":0.006649284,"about_ca_system_score_codex":0.000058449135,"about_ca_system_score_gemma":0.00007906806,"threshold_uncertainty_score":0.9998294},"labels":[],"label_agreement":null},{"id":"W2109304236","doi":"10.1186/1471-227x-12-12","title":"Identical fracture patterns in combat vehicle blast injuries due to improvised explosive devices; a case series","year":2012,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Medicine; Blast injury; Injury prevention; Poison control; Explosive material; Occupational safety and health; Presentation (obstetrics); Medical emergency; Suicide prevention; Surgery","score_opus":0.07901347466336513,"score_gpt":0.43150935542537366,"score_spread":0.35249588076200855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109304236","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":[0.9860071,0.00044959085,0.002745759,0.0034174453,0.0033574183,0.0015511857,0.000017249975,0.00008295418,0.0023713033],"genre_scores_gemma":[0.9893969,0.00006207568,0.00010897178,0.0026422548,0.0012051292,0.0006052786,0.000029177916,0.000041490654,0.0059086867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969562,0.0005399213,0.0009861342,0.00031121811,0.00036762442,0.0008388728],"domain_scores_gemma":[0.9985838,0.00015517093,0.00017879716,0.0004622011,0.00016311207,0.00045692665],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009354578,0.00026930406,0.00044071375,0.00026193578,0.00028044908,0.000003313139,0.00020511232,0.0001353373,0.0057398397],"category_scores_gemma":[0.0007602239,0.00020624774,0.00004618434,0.00054309145,0.000051843217,0.0004060813,0.0002874417,0.0004101057,0.00057990063],"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":[0.00079842174,0.0003562042,0.79470503,0.001407215,0.00005913027,0.00040641078,0.094368994,0.0000030598885,0.00071952346,0.0013616972,0.10519381,0.00062048633],"study_design_scores_gemma":[0.0030517727,0.0007605418,0.6411308,0.0011877528,0.00018976438,0.00006677078,0.18386357,0.00005969842,0.00016802039,0.00022766706,0.16868672,0.00060695177],"about_ca_topic_score_codex":0.0011959948,"about_ca_topic_score_gemma":0.010138947,"teacher_disagreement_score":0.15357427,"about_ca_system_score_codex":0.000089610694,"about_ca_system_score_gemma":0.00008526675,"threshold_uncertainty_score":0.99516904},"labels":[],"label_agreement":null},{"id":"W2112624386","doi":"10.1186/1471-227x-11-1","title":"Evaluation of the safety of C-spine clearance by paramedics: design and methodology","year":2011,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Canadian Electricity Association; Ottawa Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Medical emergency; Emergency medical services; Emergency department; Emergency medicine; Occupational safety and health; Poison control; Injury prevention","score_opus":0.35105122498405983,"score_gpt":0.43219542975112246,"score_spread":0.08114420476706263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112624386","genre_codex":"methods","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":[0.19687665,0.025017126,0.7638408,0.001558244,0.0014635359,0.0023780016,0.0000068045633,0.00006278082,0.008796086],"genre_scores_gemma":[0.9563837,0.0031998598,0.039618343,0.00015586549,0.00015854019,0.000040837345,0.000008702568,0.00001843201,0.00041571437],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99808466,0.0004703344,0.0005982953,0.00016190307,0.0005784565,0.00010637372],"domain_scores_gemma":[0.9986883,0.00008039072,0.0003616884,0.00030653834,0.0005055267,0.00005758726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0041868766,0.00010452295,0.00035126082,0.000061932784,0.000029835504,1.4133632e-7,0.00009932678,0.00009598865,0.0017451467],"category_scores_gemma":[0.0026065458,0.00006053632,0.00005455738,0.00022011879,0.00026924573,0.000026004698,0.000023310537,0.0001184174,6.0329353e-7],"study_design_candidate":"observational","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":[0.0073862905,0.0013051346,0.16358975,0.0025122275,0.0010176128,0.0000026467899,0.01562584,0.000066802466,0.4214753,0.013808004,0.14609146,0.22711894],"study_design_scores_gemma":[0.0038324303,0.0031686388,0.8366208,0.0006703566,0.0018746087,0.000030199379,0.00057531224,0.004018655,0.12824574,0.015163507,0.0056001674,0.00019959151],"about_ca_topic_score_codex":0.00021889564,"about_ca_topic_score_gemma":0.000007826438,"teacher_disagreement_score":0.75950706,"about_ca_system_score_codex":0.000019077783,"about_ca_system_score_gemma":0.000084928,"threshold_uncertainty_score":0.9991674},"labels":[],"label_agreement":null},{"id":"W2119199102","doi":"10.1186/1471-227x-13-14","title":"Factors affecting pediatric isotonic fluid resuscitation efficiency: a randomized controlled trial evaluating the impact of syringe size","year":2013,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Hospital for Sick Children; SickKids Foundation; University of Toronto; McMaster University; McMaster Children's Hospital","funders":"McMaster University","keywords":"Medicine; Resuscitation; Syringe; Randomized controlled trial; Sample size determination; Subgroup analysis; Emergency medicine; Anesthesia; Surgery; Meta-analysis; Internal medicine","score_opus":0.04811766417062084,"score_gpt":0.3787452487555711,"score_spread":0.33062758458495023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119199102","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":[0.97357345,0.0022047004,0.0003632807,0.00022424682,0.009551789,0.011720231,0.0000014771463,0.00007368698,0.0022871522],"genre_scores_gemma":[0.9949322,0.0003418426,0.000076007076,0.000008767774,0.0036787835,0.0005238451,0.000020980231,0.000036271,0.00038131519],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9951413,0.0011635255,0.0018182556,0.00036950805,0.0010832375,0.0004241247],"domain_scores_gemma":[0.9904334,0.007156663,0.0010580395,0.0004587824,0.00071027793,0.00018285449],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006042558,0.00036665192,0.0020271537,0.000288516,0.00022181275,0.000008123534,0.00015543056,0.00013321353,0.0014536716],"category_scores_gemma":[0.039198272,0.00016342303,0.0014212976,0.0009356749,0.00020241643,0.00012713157,0.00003716145,0.00028259234,0.000020801755],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9107651,0.00034057422,0.052202374,0.00046253492,0.0008240452,9.945354e-7,0.0095801735,0.0007679042,0.021105306,0.000044277433,0.003713211,0.00019346729],"study_design_scores_gemma":[0.85947394,0.0022206542,0.12198408,0.00015399998,0.0020002753,8.237208e-7,0.0014785755,0.012212133,0.00006007562,0.0002266562,0.0000016455117,0.00018714613],"about_ca_topic_score_codex":0.00089393684,"about_ca_topic_score_gemma":0.000010023064,"teacher_disagreement_score":0.0697817,"about_ca_system_score_codex":0.000115063165,"about_ca_system_score_gemma":0.00039427023,"threshold_uncertainty_score":0.99945915},"labels":[],"label_agreement":null},{"id":"W2139779075","doi":"10.1186/1471-227x-8-5","title":"An evaluation of the osmole gap as a screening test for toxic alcohol poisoning","year":2008,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Provincial Health Services Authority; Vancouver General Hospital; University of British Columbia; Providence Health Care","funders":"","keywords":"Ethylene glycol; Medicine; Ethylene glycol poisoning; Alcohol; Methanol; Ethanol; Osmole; Anion gap; Methanol poisoning; Internal medicine; Gastroenterology; Biochemistry; Metabolic acidosis; Chemistry; Organic chemistry","score_opus":0.21356572576500166,"score_gpt":0.42096630348145947,"score_spread":0.2074005777164578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139779075","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":[0.9891083,0.0015902044,0.0011668238,0.0005286691,0.0007499594,0.001124266,0.000007843621,0.00005524456,0.0056686783],"genre_scores_gemma":[0.99508137,0.00008841404,0.0014315711,0.00011606247,0.0005475126,0.0001084672,0.00005608262,0.000033544984,0.0025369676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978906,0.000109276094,0.0005209979,0.00029905554,0.0008996348,0.00028043243],"domain_scores_gemma":[0.99849194,0.00014886488,0.00023855687,0.0005427206,0.00042619332,0.00015173627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009464757,0.00019324009,0.0003533827,0.0001058942,0.00023625851,9.500288e-7,0.00015288052,0.00007992149,0.000716579],"category_scores_gemma":[0.0029724012,0.000120488134,0.00014448003,0.00037581628,0.00010984603,0.000083142855,0.000021546744,0.00011167181,0.000009683972],"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":[0.0002492822,0.00048527223,0.9533473,0.00012634037,0.00013057931,0.0000035684307,0.0022909422,0.0001813266,0.031825084,0.00007562477,0.0077387453,0.0035459336],"study_design_scores_gemma":[0.012039363,0.002938228,0.94177306,0.0010362779,0.0016037101,0.00015483184,0.0010204079,0.023080233,0.014607453,0.00046856963,0.0010236565,0.00025422667],"about_ca_topic_score_codex":0.0003644209,"about_ca_topic_score_gemma":0.000050024722,"teacher_disagreement_score":0.022898907,"about_ca_system_score_codex":0.00007150403,"about_ca_system_score_gemma":0.00024684836,"threshold_uncertainty_score":0.7846037},"labels":[],"label_agreement":null},{"id":"W2141181590","doi":"10.1186/1471-227x-8-13","title":"A survey of attitudes and factors associated with successful cardiopulmonary resuscitation (CPR) knowledge transfer in an older population most likely to witness cardiac arrest: design and methodology","year":2008,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Cardiopulmonary resuscitation; Medicine; Sudden cardiac arrest; Population; Witness; Test (biology); Medical emergency; Resuscitation; Emergency medicine; Psychiatry; Environmental health","score_opus":0.15820827928577177,"score_gpt":0.37443581186845676,"score_spread":0.21622753258268498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141181590","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":[0.9871226,0.0019798134,0.008055032,0.00006475847,0.0016071111,0.0010627469,0.000020152082,0.00003491667,0.000052866704],"genre_scores_gemma":[0.9983026,0.00043089793,0.0005010154,0.000009541171,0.00018214119,0.00004633059,0.00045400948,0.000038230064,0.000035254576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99674755,0.0014859439,0.0006431357,0.0004732124,0.00038296936,0.00026715835],"domain_scores_gemma":[0.9981851,0.00076951575,0.00010596958,0.00022840216,0.0004679774,0.00024306103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020428696,0.00026700753,0.00091199414,0.0004240188,0.00010688703,0.0000022387019,0.00005929797,0.00018068615,0.000016042122],"category_scores_gemma":[0.0012257934,0.00019917022,0.000050795217,0.0010745705,0.00022222378,0.00018129258,0.000018082414,0.00016882301,3.756102e-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":[0.0008387518,0.00012645917,0.98787034,0.00025347192,0.00011771904,0.000007885679,0.006816866,0.0002526388,0.0032605368,0.000016084923,0.000118314354,0.00032094793],"study_design_scores_gemma":[0.0017319918,0.00060164375,0.9957355,0.00042398003,0.00021173786,0.000001601316,0.00053772127,0.0003721136,0.0001465049,0.000020702595,0.0000058261926,0.00021064287],"about_ca_topic_score_codex":0.0039699394,"about_ca_topic_score_gemma":0.0058308765,"teacher_disagreement_score":0.011179977,"about_ca_system_score_codex":0.00006228675,"about_ca_system_score_gemma":0.00012237384,"threshold_uncertainty_score":0.8121926},"labels":[],"label_agreement":null},{"id":"W2143147870","doi":"10.1186/1471-227x-10-16","title":"The impact of delays to admission from the emergency department on inpatient outcomes","year":2010,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"China Academy of Engineering Physics; Natural Sciences and Engineering Research Council of Canada; Canadian Association of Emergency Physicians","keywords":"Medicine; Emergency department; Emergency medicine; Medical emergency; MEDLINE; Intensive care medicine; Psychiatry","score_opus":0.03911329488224665,"score_gpt":0.37591877614253344,"score_spread":0.3368054812602868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143147870","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":[0.97263205,0.0032231868,0.00008300324,0.0076049524,0.008470614,0.0010804591,0.00006650142,0.00004980156,0.006789426],"genre_scores_gemma":[0.99152476,0.004784937,0.000114329654,0.00025014032,0.0013577245,0.0001312669,0.00007402953,0.000040502888,0.0017223243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970813,0.000099091376,0.0011167856,0.0004127829,0.0008223658,0.0004676914],"domain_scores_gemma":[0.9974784,0.00034245435,0.00028791444,0.001108903,0.0004149844,0.00036733146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057369843,0.0004007416,0.0005772564,0.00008488805,0.00042982306,0.0000017220095,0.00041177272,0.00010104672,0.005748914],"category_scores_gemma":[0.002851345,0.00015985055,0.00044969356,0.00051078264,0.00013982007,0.000039499926,0.0001424283,0.0004315765,0.000077394696],"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":[0.00039273172,0.00023054452,0.54800314,0.000021185437,0.0003453325,0.000002481097,0.0014571756,0.000012276727,0.008805138,0.00030026597,0.43837795,0.0020517935],"study_design_scores_gemma":[0.0009792532,0.002315363,0.94970894,0.00013427228,0.0002965183,0.0000023181858,0.0008460489,0.000050731727,0.00096172036,0.00060210185,0.043883257,0.00021945625],"about_ca_topic_score_codex":0.0013178015,"about_ca_topic_score_gemma":0.0012296968,"teacher_disagreement_score":0.40170583,"about_ca_system_score_codex":0.000051032675,"about_ca_system_score_gemma":0.000120692515,"threshold_uncertainty_score":0.99516},"labels":[],"label_agreement":null},{"id":"W2157879149","doi":"10.1186/1471-227x-11-15","title":"Methodology for the development of a Canadian national EMS research agenda","year":2011,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Toronto; Associated Medical Services; St. Michael's Hospital; Alberta Health Services; Nova Scotia Health Authority","funders":"University of Toronto; Canadian Institutes of Health Research; Dalhousie University; Nova Scotia Health Research Foundation","keywords":"Delphi method; Medicine; Plan (archaeology); Qualitative research; Delphi; Emergency medical services; Public relations; Quality (philosophy); Medical education; Political science; Medical emergency","score_opus":0.8150699253423513,"score_gpt":0.5236615814119078,"score_spread":0.29140834393044357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157879149","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":[0.16640608,0.022409825,0.01831026,0.010698766,0.015229332,0.0044465344,0.00006213247,0.00010894911,0.76232815],"genre_scores_gemma":[0.93298864,0.0013606544,0.052585464,0.00019694152,0.0016687472,0.00062455155,0.0000588284,0.000051118946,0.010465028],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784786,0.00013025038,0.00070673716,0.0002519673,0.0006016067,0.0004615851],"domain_scores_gemma":[0.9977188,0.00042237286,0.000082335246,0.0002457104,0.0013439091,0.00018688123],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003931664,0.00013874468,0.000333136,0.00075616624,0.0003456069,3.5745333e-7,0.00020527058,0.00007971522,0.0042809583],"category_scores_gemma":[0.0030681556,0.00008354785,0.00010071202,0.0009813181,0.0002705892,0.000022280035,0.000037452497,0.00017916573,0.000022725846],"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":[0.00072447676,0.0002162549,0.06163043,0.0009041138,0.0010726255,0.00000537997,0.096827626,0.0000018529765,0.007262878,0.01888407,0.7920767,0.020393552],"study_design_scores_gemma":[0.0011766731,0.00054891454,0.44851685,0.00009753539,0.00016534812,0.000009921847,0.011021496,0.00003275749,0.002344275,0.0024097662,0.5335181,0.00015835695],"about_ca_topic_score_codex":0.04132744,"about_ca_topic_score_gemma":0.28115344,"teacher_disagreement_score":0.7665826,"about_ca_system_score_codex":0.00009031102,"about_ca_system_score_gemma":0.0011455949,"threshold_uncertainty_score":0.99662924},"labels":[],"label_agreement":null},{"id":"W2163488854","doi":"10.1186/1471-227x-9-14","title":"A survey of factors associated with the successful recognition of agonal breathing and cardiac arrest by 9-1-1 call takers: design and methodology","year":2009,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Dalhousie University; Ottawa Hospital","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Breathing; Medical emergency; MEDLINE; Emergency medicine; Intensive care medicine; Psychiatry","score_opus":0.15203719110196365,"score_gpt":0.3506617325231403,"score_spread":0.19862454142117666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163488854","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":[0.9882894,0.0034830477,0.0061904034,0.0005648024,0.0008004716,0.00043897505,0.000044778215,0.000015280399,0.00017283764],"genre_scores_gemma":[0.99821424,0.00082807767,0.00042980854,0.000024275194,0.00012347844,0.0000061892424,0.00030212576,0.000012507673,0.000059301972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801517,0.00089382974,0.00040101237,0.00021498356,0.00031231798,0.0001626629],"domain_scores_gemma":[0.9977424,0.0013942957,0.00029480402,0.00013493521,0.00033563728,0.0000978876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002407348,0.0001562452,0.00057499076,0.0000873117,0.00005961433,0.0000013935597,0.000043193886,0.00010850334,0.000032607528],"category_scores_gemma":[0.0021902183,0.000087845,0.000050653696,0.00033920121,0.0002518866,0.000053797405,0.00001040893,0.00014841386,1.5148728e-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":[0.0010394292,0.00014583863,0.93591976,0.00021387312,0.0005292942,0.0000032372839,0.004750957,0.000012997895,0.038714364,0.000016564623,0.014201124,0.0044525447],"study_design_scores_gemma":[0.0012595921,0.00072720007,0.99527097,0.0002545303,0.00053270627,8.637411e-7,0.0007679848,0.00010029863,0.00084268325,0.00008401995,0.00005811726,0.0001010201],"about_ca_topic_score_codex":0.0011634094,"about_ca_topic_score_gemma":0.00016129801,"teacher_disagreement_score":0.05935121,"about_ca_system_score_codex":0.000016317532,"about_ca_system_score_gemma":0.00006459399,"threshold_uncertainty_score":0.35822153},"labels":[],"label_agreement":null},{"id":"W2168836774","doi":"10.1186/1471-227x-9-6","title":"Modelling optimal location for pre-hospital helicopter emergency medical services","year":2009,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":50,"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; Simon Fraser University","funders":"","keywords":"Emergency medical services; Medicine; Scope (computer science); Medical emergency; Geographic information system; Population; Protocol (science); Health care; Environmental health; Geography; Computer science; Cartography","score_opus":0.03618046683301059,"score_gpt":0.29811033298053646,"score_spread":0.2619298661475259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168836774","genre_codex":"methods","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":[0.28809953,0.0024340302,0.6564365,0.01817188,0.015020823,0.0023791345,0.0000055103474,0.0006862445,0.016766332],"genre_scores_gemma":[0.9833167,0.00085860013,0.0011426854,0.001407286,0.007921292,0.0002174218,0.000433779,0.000053882926,0.004648341],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9964012,0.000017315257,0.0012844306,0.0006959052,0.0010072795,0.0005938602],"domain_scores_gemma":[0.9984202,0.000014675682,0.00023692379,0.0005441676,0.0006961535,0.00008788251],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00102518,0.00040853972,0.00039070135,0.00034140822,0.0003141943,0.000021312675,0.0006627717,0.00016233935,0.010582352],"category_scores_gemma":[0.00025927133,0.00035841568,0.00017735269,0.0008861894,0.00004920559,0.0010024547,0.00010026505,0.00016218376,0.00039392704],"study_design_candidate":"simulation_or_modeling","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":[0.00090128015,0.0029245536,0.025034433,0.010470711,0.00035881586,0.00000769127,0.0035434805,0.4074467,0.00035633412,0.1136546,0.4110248,0.024276568],"study_design_scores_gemma":[0.0011118244,0.00015813028,0.004865152,0.00017952033,0.00016183036,4.1286575e-7,0.0006267326,0.8717553,0.000010088315,0.0034284943,0.11716545,0.00053707504],"about_ca_topic_score_codex":0.0013937621,"about_ca_topic_score_gemma":0.0004649801,"teacher_disagreement_score":0.6952172,"about_ca_system_score_codex":0.00003904764,"about_ca_system_score_gemma":0.00003675912,"threshold_uncertainty_score":0.9998868},"labels":[],"label_agreement":null},{"id":"W2186748297","doi":"10.1186/s12873-015-0062-1","title":"Adding physical therapy services in the emergency department to prevent immobilization syndrome – a feasibility study in a university hospital","year":2015,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"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 Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Emergency department; Psychological intervention; Intervention (counseling); Emergency medicine; Physical therapy; Nursing","score_opus":0.06098935497894141,"score_gpt":0.34705273144181786,"score_spread":0.28606337646287644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186748297","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":[0.9918354,0.00037548644,0.000032031825,0.0016202016,0.0008031929,0.0047202487,0.000006415685,0.000049395738,0.0005575833],"genre_scores_gemma":[0.99895567,0.00013899285,0.000051349085,0.00005109278,0.00020350998,0.0001039502,0.000048441485,0.00002131474,0.00042569803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718404,0.0004398362,0.0005946743,0.0005736467,0.0008359788,0.00037185068],"domain_scores_gemma":[0.998698,0.000056981473,0.00012433388,0.0006755812,0.00019748275,0.00024760579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011643099,0.00027857214,0.000491087,0.00024534966,0.000053095384,0.0000022498455,0.00036184437,0.00006061514,0.00026406063],"category_scores_gemma":[0.00030396576,0.00019132736,0.0000829275,0.0015128446,0.000038261293,0.0001616306,0.00009191408,0.00022928132,0.000034557524],"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":[0.00041300643,0.007247239,0.9446483,0.000119461605,0.000042360738,0.00011133324,0.045196265,0.00014728171,0.00013912511,0.000022236287,0.0016686971,0.00024465867],"study_design_scores_gemma":[0.004340147,0.0054170103,0.9625927,0.00019254028,0.00007017426,0.000011360168,0.02600056,0.00042335124,0.000012755439,0.00013228753,0.00061755616,0.00018953872],"about_ca_topic_score_codex":0.0019299523,"about_ca_topic_score_gemma":0.0069182958,"teacher_disagreement_score":0.019195706,"about_ca_system_score_codex":0.00036290963,"about_ca_system_score_gemma":0.00011548148,"threshold_uncertainty_score":0.7802104},"labels":[],"label_agreement":null},{"id":"W2195460236","doi":"10.1186/s12873-015-0063-0","title":"A majority of rural emergency departments in the province of Quebec use point-of-care ultrasound: a cross-sectional survey","year":2015,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Penticton Regional Hospital; Hôpital du Sacré-Cœur de Montréal; University of British Columbia; Cégep de Lévis; Université de Montréal; Université Laval","funders":"","keywords":"Medicine; Cross-sectional study; Point of care ultrasound; Medical emergency; Family medicine; Rural area; Emergency medicine; Emergency department; Environmental health; Nursing","score_opus":0.12841687708238572,"score_gpt":0.41464098236926517,"score_spread":0.28622410528687947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2195460236","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":[0.99501485,0.00088633405,0.00053517916,0.00010384842,0.0010541873,0.0011510709,0.00019573267,0.000020193684,0.0010386053],"genre_scores_gemma":[0.9971449,0.0003036805,0.00051019114,0.000026220972,0.00028124347,0.000090042144,0.0005193959,0.000022868126,0.0011014546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958452,0.00035667163,0.002162226,0.00030742266,0.001043028,0.00028546562],"domain_scores_gemma":[0.99569464,0.0012872842,0.0006987652,0.000843073,0.0012899104,0.00018631923],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022125256,0.00023312398,0.00066487875,0.00015047376,0.000043542143,0.0000019142294,0.00041176155,0.00015976957,0.0011301861],"category_scores_gemma":[0.010847362,0.00015652772,0.0001928904,0.00091652723,0.0004761392,0.00016348125,0.00005166448,0.00030260943,0.000011845698],"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":[0.00055121654,0.00074419717,0.9893359,0.00035698016,0.00005854371,8.82645e-7,0.0012329024,0.000011214122,0.0019187827,0.0003712721,0.005394599,0.000023532624],"study_design_scores_gemma":[0.001977023,0.0008422097,0.9940459,0.000079192985,0.00007523597,0.000011765792,0.0013539181,0.000011867164,0.00029461802,0.0007135232,0.00047324158,0.00012152048],"about_ca_topic_score_codex":0.022210417,"about_ca_topic_score_gemma":0.04074181,"teacher_disagreement_score":0.018531393,"about_ca_system_score_codex":0.00010218625,"about_ca_system_score_gemma":0.0005409118,"threshold_uncertainty_score":0.9997829},"labels":[],"label_agreement":null},{"id":"W2516299774","doi":"10.1186/s12873-016-0098-x","title":"Early prediction of outcome after severe traumatic brain injury: a simple and practical model","year":2016,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Institute of Circulatory and Respiratory Health; University of California, San Diego; National Institutes of Health; Ottawa Hospital Research Institute; University of Pittsburgh; University of Washington; National Institute of Neurological Disorders and Stroke; American Heart Association","keywords":"Medicine; Glasgow Outcome Scale; Outcome (game theory); Traumatic brain injury; Head injury; Glasgow Coma Scale; Internal medicine; Surgery; Psychiatry","score_opus":0.09466361748106604,"score_gpt":0.3579861938405605,"score_spread":0.26332257635949446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516299774","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":[0.9831755,0.00041994127,0.009507952,0.004731155,0.00041459475,0.0005402304,0.00005188002,0.0000718093,0.001086921],"genre_scores_gemma":[0.99624354,0.00016192038,0.001030569,0.00025013761,0.00025732064,0.00007182986,0.000008612516,0.00003018055,0.0019458985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779725,0.000106592786,0.0009348885,0.00037126458,0.00052501966,0.0002649562],"domain_scores_gemma":[0.99876475,0.00023938592,0.00020249019,0.00046248984,0.00010822092,0.00022267875],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006081571,0.00022670763,0.0005608941,0.00013353706,0.000044428078,0.0000016711751,0.000060062768,0.00011551828,0.0013307977],"category_scores_gemma":[0.0015652995,0.00013142053,0.00013033091,0.00021006473,0.00024076668,0.00020522262,0.00003465161,0.00014818198,0.000014038387],"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":[0.0024583656,0.00055512384,0.92519975,0.0027549795,0.00030319588,0.000023924358,0.0031646625,0.0000024353374,0.0190906,0.0017524601,0.039006684,0.005687835],"study_design_scores_gemma":[0.004429771,0.002007486,0.985012,0.00060892774,0.0006493076,0.00013607081,0.00024570685,0.0012454772,0.0004776402,0.0032773546,0.0016675779,0.00024270057],"about_ca_topic_score_codex":0.000030492507,"about_ca_topic_score_gemma":0.000019445166,"teacher_disagreement_score":0.059812248,"about_ca_system_score_codex":0.000023259185,"about_ca_system_score_gemma":0.000056352834,"threshold_uncertainty_score":0.9995821},"labels":[],"label_agreement":null},{"id":"W2568930653","doi":"10.1186/s12873-016-0113-2","title":"Emergency department presentations for atrial fibrillation and flutter in Alberta: a large population-based study","year":2016,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Women and Children’s Health Research Institute; University of Alberta Hospital; University of Alberta","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Alberta Innovates; Alberta Health Services; Government of Alberta; Alberta Health; Children's Health Research Institute; Women and Children's Health Research Institute; Government of Canada","keywords":"Medicine; Emergency department; Atrial fibrillation; Population; Demography; Demographics; Atrial flutter; Pediatrics; Emergency medicine; Family medicine; Environmental health; Internal medicine","score_opus":0.0791038193141641,"score_gpt":0.39219215700143906,"score_spread":0.31308833768727495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2568930653","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":[0.9793705,0.0003980978,0.005847679,0.008167599,0.0019921586,0.0038264077,0.000014709675,0.000051204122,0.0003316755],"genre_scores_gemma":[0.98949754,0.00013002346,0.00029686102,0.000028563156,0.003053965,0.000034302975,0.00018864467,0.00002960662,0.006740507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979269,0.000099307756,0.00092353416,0.00039769398,0.00035783765,0.00029473993],"domain_scores_gemma":[0.99894416,0.00034786103,0.00019890393,0.00027258394,0.000112485795,0.0001239928],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048753584,0.00021093604,0.00040773462,0.00031292706,0.00011339713,0.000002540832,0.000051264527,0.00006629794,0.0020342541],"category_scores_gemma":[0.0011585075,0.00013814698,0.00016501805,0.00035140684,0.000014789128,0.00014242686,0.000029466586,0.00003768999,0.000016673452],"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":[0.00052237906,0.00002355505,0.99407816,0.00009557644,0.00007060777,7.3956954e-7,0.00023756876,0.000047045218,0.00010543303,0.00045956307,0.0037974492,0.0005619283],"study_design_scores_gemma":[0.010292408,0.00053363177,0.9726334,0.000056469242,0.00032631325,4.47024e-7,0.00016076896,0.0010926516,0.000007842934,0.00046584412,0.0142664155,0.00016376583],"about_ca_topic_score_codex":0.00047918342,"about_ca_topic_score_gemma":0.0037414983,"teacher_disagreement_score":0.021444714,"about_ca_system_score_codex":0.000056141536,"about_ca_system_score_gemma":0.0000371657,"threshold_uncertainty_score":0.998878},"labels":[],"label_agreement":null},{"id":"W2591616346","doi":"10.1186/s12873-017-0119-4","title":"Effectiveness of a community paramedic-led health assessment and education initiative in a seniors’ residence building: the Community Health Assessment Program through Emergency Medical Services (CHAP-EMS)","year":2016,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Subsidized housing; Blood pressure; Body mass index; Gerontology; Family medicine; Emergency medicine; Physical therapy; Subsidy","score_opus":0.07633486913781791,"score_gpt":0.4784729224553225,"score_spread":0.40213805331750463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591616346","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":[0.9447031,0.015909322,0.002322942,0.028207531,0.0024921081,0.0037524537,0.00003215584,0.00012788322,0.0024524867],"genre_scores_gemma":[0.9485098,0.047842108,0.0015351124,0.0007729054,0.00031997336,0.000820476,0.00009941621,0.000043769556,0.000056421482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.987788,0.0075057936,0.0021052663,0.00045134808,0.0014292487,0.00072034117],"domain_scores_gemma":[0.99494785,0.0017729845,0.0010169835,0.0011436214,0.00066749513,0.00045104994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011556427,0.0005273894,0.0014705067,0.00023632491,0.00091472,0.0000035384394,0.00060656865,0.00018770134,0.00047413906],"category_scores_gemma":[0.0015708768,0.0002981894,0.00015707979,0.0011470775,0.0008034941,0.0002615562,0.0004335036,0.0015741613,0.0000016431653],"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":[0.0004395848,0.0051633404,0.8766284,0.016387204,0.00050990295,0.000005674224,0.039199166,0.000001656101,0.0011552464,0.005298338,0.016101025,0.039110456],"study_design_scores_gemma":[0.0031960607,0.0044221776,0.93782276,0.01127939,0.00013829255,0.000029336765,0.03459939,0.000069590526,0.000075170086,0.0066030025,0.001469463,0.00029538706],"about_ca_topic_score_codex":0.02339523,"about_ca_topic_score_gemma":0.009573395,"teacher_disagreement_score":0.061194334,"about_ca_system_score_codex":0.00048978755,"about_ca_system_score_gemma":0.0023506198,"threshold_uncertainty_score":0.999947},"labels":[],"label_agreement":null},{"id":"W2768959244","doi":"10.1186/s12873-017-0146-1","title":"The effectiveness of prehospital hypertonic saline for hypotensive trauma patients: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":14,"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 Calgary; Alberta Health Services","funders":"Canadian Institutes of Health Research; Alberta Innovates; University of Calgary; Alberta Health Services","keywords":"Medicine; Hypertonic saline; Meta-analysis; Randomized controlled trial; Anesthesia; Saline; Relative risk; Adverse effect; Emergency medicine; Intensive care medicine; Surgery; Internal medicine; Confidence interval","score_opus":0.21296118583984078,"score_gpt":0.43442014966087006,"score_spread":0.22145896382102928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768959244","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":[0.000017361872,0.9785262,0.00027694544,0.00016950027,0.0006591103,0.01984435,0.00025186432,0.000036036472,0.0002186632],"genre_scores_gemma":[0.00021701807,0.9935333,0.00017265299,0.00003422007,0.00014698578,0.00425621,0.0007890662,0.000110312685,0.0007402175],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9925295,0.0016659148,0.0035221942,0.0009030393,0.00092490076,0.00045445826],"domain_scores_gemma":[0.98862875,0.0037338263,0.0033632414,0.0021454387,0.0018861421,0.0002426014],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0053663445,0.0009160825,0.015168986,0.00042953994,0.00028142397,0.000009374885,0.00054739515,0.00029352857,0.00010063157],"category_scores_gemma":[0.018952623,0.0004442588,0.004056141,0.00088361267,0.0003356054,0.00010002746,0.00009029158,0.00033879458,0.000007658025],"study_design_candidate":"systematic_review","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":[0.000087264125,0.00012002708,0.00003182931,0.89971334,0.095201,0.0000019648419,0.00004833495,1.3735496e-7,2.2363042e-7,0.00008249244,0.0003673076,0.004346079],"study_design_scores_gemma":[0.0010058625,0.0008559965,0.00059247954,0.11055281,0.8663664,0.000014534523,0.000034806668,0.0000062108757,8.2996735e-7,0.00004854441,0.020183254,0.00033827228],"about_ca_topic_score_codex":0.00003777309,"about_ca_topic_score_gemma":0.000056398738,"teacher_disagreement_score":0.78916055,"about_ca_system_score_codex":0.00013559335,"about_ca_system_score_gemma":0.00023897058,"threshold_uncertainty_score":0.9998009},"labels":[],"label_agreement":null},{"id":"W2774738447","doi":"10.1186/s12873-017-0148-z","title":"The effectiveness of physiologically based early warning or track and trigger systems after triage in adult patients presenting to emergency departments: a systematic review","year":2017,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"University of Galway; National Institute for Health and Care Research; National University of Ireland","keywords":"Medicine; Triage; Early warning score; Warning system; Emergency department; MEDLINE; Emergency medicine; Adverse effect; Early warning system; Intensive care medicine; Medical emergency; Clinical trial; Pathology; Internal medicine","score_opus":0.1937782057388056,"score_gpt":0.44545038370516893,"score_spread":0.2516721779663633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774738447","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":[0.0064758286,0.9730411,0.0000090044705,0.000035497138,0.0013650536,0.0188773,0.000030672545,0.000026036265,0.00013947171],"genre_scores_gemma":[0.005755038,0.9813631,0.000014533339,0.000020020187,0.00019578748,0.011978642,0.00011775373,0.000076908975,0.00047818074],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9914679,0.0027005672,0.00360672,0.0008469911,0.00083993486,0.00053789443],"domain_scores_gemma":[0.9938229,0.0020347368,0.0019972688,0.0013272689,0.00053164474,0.00028620564],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034187366,0.0008143561,0.006362582,0.00027520122,0.00015969758,0.000010276561,0.00040821274,0.00024555193,0.00018870545],"category_scores_gemma":[0.013846211,0.00035720578,0.0006878048,0.00057234266,0.00008115842,0.000075886586,0.00011099156,0.0003132213,0.000025389094],"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":[0.00033668563,0.0005771738,0.020237645,0.9748682,0.00064317795,0.000034682183,0.000067277004,3.4612572e-7,4.5612387e-7,0.000006731931,0.0005133548,0.0027142707],"study_design_scores_gemma":[0.0030464672,0.0015074357,0.059021946,0.9139343,0.00976153,0.000007279566,0.00002516072,0.000013867143,5.5038805e-7,0.0000030331503,0.012283669,0.00039476232],"about_ca_topic_score_codex":0.00016612244,"about_ca_topic_score_gemma":0.00005410073,"teacher_disagreement_score":0.0609339,"about_ca_system_score_codex":0.00016886028,"about_ca_system_score_gemma":0.00015149007,"threshold_uncertainty_score":0.999888},"labels":[],"label_agreement":null},{"id":"W2901472171","doi":"10.1186/s12873-018-0194-1","title":"Creative adapting in a fluid environment: an explanatory model of paramedic decision making in the pre-hospital setting","year":2018,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary","funders":"University of Calgary","keywords":"Grounded theory; Resource (disambiguation); Dynamic decision-making; Emergency medical services; Medicine; Process (computing); R-CAST; Action (physics); Clinical decision making; Medical emergency; Business decision mapping; Decision support system; Computer science; Qualitative research; Artificial intelligence","score_opus":0.11790870915523488,"score_gpt":0.44613708876396435,"score_spread":0.32822837960872947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901472171","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":[0.9459359,0.00037286495,0.04729011,0.0006253618,0.0009573001,0.00092569063,0.0000067631304,0.000020362328,0.0038656269],"genre_scores_gemma":[0.9972788,0.00022437032,0.0014994917,0.00025092624,0.00041864254,0.00018031595,0.000024688623,0.000016602982,0.00010613637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967848,0.00066957844,0.0012287842,0.00031235305,0.0006065186,0.00039796229],"domain_scores_gemma":[0.99829555,0.00059553434,0.00054350233,0.00041521568,0.000059666214,0.00009055387],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030973968,0.00015618611,0.00028589627,0.00021549831,0.00023350172,1.0804179e-7,0.0003205786,0.00014339524,0.0010511505],"category_scores_gemma":[0.00197724,0.000106452884,0.000032791093,0.00032102293,0.00020236887,0.00015776258,0.000067432935,0.00042931872,0.00002513064],"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":[0.00043364574,0.00044035274,0.5576935,0.0002794873,0.000015433743,0.000003548821,0.42708224,0.005025031,0.00082918187,0.0009879663,0.0033656226,0.003844018],"study_design_scores_gemma":[0.0031652413,0.0011000577,0.59293497,0.0046224035,0.000054622386,8.45754e-7,0.11824593,0.27297312,0.000029886925,0.0046983915,0.0018520434,0.00032248234],"about_ca_topic_score_codex":0.00019979676,"about_ca_topic_score_gemma":0.0004966414,"teacher_disagreement_score":0.3088363,"about_ca_system_score_codex":0.00010218478,"about_ca_system_score_gemma":0.00016357611,"threshold_uncertainty_score":0.999862},"labels":[],"label_agreement":null},{"id":"W2904599731","doi":"10.1186/s12873-018-0188-z","title":"Strategies for improving physician documentation in the emergency department: a systematic review","year":2018,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":109,"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 Calgary","funders":"Canadian Institutes of Health Research","keywords":"Documentation; Medicine; Psychological intervention; Emergency department; Quality management; Audit; Health care; MEDLINE; Medical emergency; Nursing; Management system; Computer science; Operations management","score_opus":0.19342003295576188,"score_gpt":0.5382999234143561,"score_spread":0.3448798904585942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904599731","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":[0.000001377748,0.9445478,0.0011192147,0.000269459,0.008323773,0.040559415,0.000042809723,0.00008722472,0.005048954],"genre_scores_gemma":[0.000004300447,0.9519134,0.000049308273,0.0004686923,0.0044866246,0.03970507,0.00056513306,0.00013468516,0.0026727451],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98318166,0.006257759,0.0074223722,0.0008542604,0.00083790714,0.0014460552],"domain_scores_gemma":[0.9919999,0.0014205736,0.004560026,0.0014231808,0.00042262094,0.00017368788],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011094971,0.0008626744,0.0046948977,0.00032705604,0.000721872,0.0000052255987,0.0011003735,0.0004495577,0.0011879372],"category_scores_gemma":[0.001856424,0.00047726132,0.0006236623,0.001451964,0.000057119563,0.00026257412,0.0000732312,0.0010845256,0.0004950967],"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":[0.0000038711787,0.000037760434,0.000008549338,0.9123575,0.000075465134,7.425389e-7,0.0011350784,1.9057632e-8,1.2477179e-7,0.0014462094,0.08196921,0.002965444],"study_design_scores_gemma":[0.00029838923,0.00028941385,0.0000022201518,0.5352168,0.0024262248,0.0000032210403,0.0023917714,0.000012295333,4.7094297e-9,0.0005098686,0.4585566,0.00029316955],"about_ca_topic_score_codex":0.0007376715,"about_ca_topic_score_gemma":0.0033985113,"teacher_disagreement_score":0.3771407,"about_ca_system_score_codex":0.00082949374,"about_ca_system_score_gemma":0.0026351172,"threshold_uncertainty_score":0.9997679},"labels":[],"label_agreement":null},{"id":"W2913358145","doi":"10.1186/s12873-019-0223-8","title":"Assessing quality indicators related to mental health emergency room utilization","year":2019,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut National de Santé Publique du Québec; Hôpital Charles-Le Moyne; McGill University; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Emergency department; Mental health; Population; Emergency medicine; Outpatient clinic; Outpatient visits; Health care; Family medicine; Psychiatry; Environmental health; Internal medicine","score_opus":0.10086018141342704,"score_gpt":0.4479523540930611,"score_spread":0.3470921726796341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913358145","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":[0.90482205,0.0156175755,0.0010062847,0.011420854,0.016155574,0.002059193,0.000023179542,0.00033615087,0.048559163],"genre_scores_gemma":[0.97134423,0.010301315,0.00053476746,0.00083032524,0.00074847817,0.000059216844,0.0005746265,0.000096364914,0.015510685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952356,0.00026235616,0.0019930818,0.0008054588,0.0010089189,0.00069457764],"domain_scores_gemma":[0.9978874,0.000038614337,0.000523092,0.0007090223,0.00027632946,0.0005655814],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014481652,0.0004410994,0.0009621135,0.0005282637,0.00033889464,0.000003608293,0.00021791963,0.00015997111,0.01665384],"category_scores_gemma":[0.00076017244,0.00035819624,0.00022977317,0.0021510075,0.000050757295,0.000277252,0.00012764578,0.00035197605,0.00040380433],"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":[0.0001271799,0.0002672619,0.7101648,0.00083974935,0.00021858736,0.0000024393264,0.0059723374,0.000007296416,0.0045656813,0.0021195987,0.2715242,0.004190903],"study_design_scores_gemma":[0.0028437376,0.0015857507,0.8393814,0.0008959232,0.00018527212,0.000016930086,0.011312671,0.00013855282,0.00034835943,0.0005667836,0.14198749,0.0007371314],"about_ca_topic_score_codex":0.00028946882,"about_ca_topic_score_gemma":0.000118078075,"teacher_disagreement_score":0.1295367,"about_ca_system_score_codex":0.0002085293,"about_ca_system_score_gemma":0.00023044816,"threshold_uncertainty_score":0.999887},"labels":[],"label_agreement":null},{"id":"W2921863145","doi":"10.1186/s12873-018-0214-1","title":"Cluster randomised comparison of the effectiveness of 100% oxygen versus titrated oxygen in patients with a sustained return of spontaneous circulation following out of hospital cardiac arrest: a feasibility study. PROXY: post ROSC OXYgenation study","year":2019,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Blackberry (Canada)","funders":"Programme Development Grants; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Return of spontaneous circulation; Resuscitation; Emergency medicine; Emergency medical services; Cardiopulmonary resuscitation; Randomized controlled trial; Attendance; Emergency department; Cluster randomised controlled trial; Anesthesia; Surgery; Nursing","score_opus":0.015339096333703442,"score_gpt":0.3033741106686361,"score_spread":0.28803501433493267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921863145","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":[0.9791542,0.00009287778,0.000029905648,0.000019030253,0.006791936,0.013697841,0.000013505909,0.00001316283,0.00018750853],"genre_scores_gemma":[0.99968773,0.000002036802,0.000014333658,9.117668e-7,0.000080199294,0.000069146474,0.00010231077,0.000029271341,0.000014052869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957131,0.0011641112,0.0013400646,0.0003937191,0.0011831889,0.00020577472],"domain_scores_gemma":[0.9968595,0.00046971298,0.0008445929,0.00061150664,0.0011511442,0.00006354307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023183194,0.00025811893,0.0013675382,0.00023196152,0.000035423072,0.0000013089234,0.0001461529,0.00010781729,0.00002156885],"category_scores_gemma":[0.0016045283,0.00016397526,0.00029875882,0.00081652374,0.000092967624,0.000093550814,0.00005363483,0.00017657317,5.577184e-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":[0.059177667,0.0031366374,0.9124881,0.0010983106,0.00064157747,0.0000023595521,0.011379338,0.0004316807,0.011613061,0.0000025030847,0.000007772072,0.000020961197],"study_design_scores_gemma":[0.06801461,0.0058018425,0.9132252,0.0005852898,0.0009236061,4.3372978e-8,0.010502465,0.00041627165,0.00038963358,0.000006291326,5.5586855e-7,0.00013422212],"about_ca_topic_score_codex":0.0005250583,"about_ca_topic_score_gemma":0.0003432839,"teacher_disagreement_score":0.020533506,"about_ca_system_score_codex":0.00018302354,"about_ca_system_score_gemma":0.00023337005,"threshold_uncertainty_score":0.6686717},"labels":[],"label_agreement":null},{"id":"W2947563306","doi":"10.1186/s12873-019-0243-4","title":"Community paramedic point of care testing: validity and usability of two commercially available devices","year":2019,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary; Alberta Health Services","funders":"Defence Research and Development Canada; Calgary Laboratory Services; University of Calgary; Alere; Alberta Health Services","keywords":"Point-of-care testing; Medicine; Usability; Emergency medicine; Sample size determination; Pathology; Statistics","score_opus":0.2359566242844026,"score_gpt":0.4333986116736427,"score_spread":0.1974419873892401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947563306","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":[0.98454106,0.0021564981,0.000045606626,0.0010881436,0.0007128923,0.0007244025,0.00002892718,0.00003271001,0.010669771],"genre_scores_gemma":[0.99793655,0.0002046271,0.0009500806,0.00028558733,0.00022959628,0.000008121313,0.000035558052,0.000017530465,0.00033237328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964825,0.0009673626,0.0014966006,0.0002867052,0.00052817503,0.00023869125],"domain_scores_gemma":[0.9938369,0.0030764195,0.0007965934,0.0009833004,0.0010511059,0.00025573064],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004169565,0.00021329045,0.0011466568,0.00007338066,0.00008686334,0.0000016517287,0.0002057458,0.0001199201,0.0037816088],"category_scores_gemma":[0.011459103,0.0001600476,0.00011136766,0.00043180923,0.00040282894,0.0001245539,0.00012668267,0.0005818775,0.0000252761],"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":[0.00047103607,0.00041722032,0.98809165,0.0035350495,0.000053392923,8.552771e-7,0.0012576156,0.0000022174725,0.0037470192,0.00020984597,0.001580471,0.0006336217],"study_design_scores_gemma":[0.007695967,0.005901568,0.96452326,0.0011989088,0.0009528285,0.00000841338,0.0062429635,0.0005164434,0.00066840736,0.000567873,0.011449186,0.00027415805],"about_ca_topic_score_codex":0.005226618,"about_ca_topic_score_gemma":0.0014451792,"teacher_disagreement_score":0.023568373,"about_ca_system_score_codex":0.000031281197,"about_ca_system_score_gemma":0.00028105613,"threshold_uncertainty_score":0.9971291},"labels":[],"label_agreement":null},{"id":"W2956927228","doi":"10.1186/s12873-019-0251-4","title":"Routine creatine kinase testing does not provide clinical utility in the emergency department for diagnosis of acute coronary syndromes","year":2019,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":20,"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 Manitoba; Manitoba Health","funders":"","keywords":"Medicine; Emergency department; Acute coronary syndrome; Creatine kinase; Internal medicine; Retrospective cohort study; Clinical significance; Gold standard (test); Troponin; Emergency medicine; Troponin T; Pre- and post-test probability; Cardiology; Pediatrics; Myocardial infarction","score_opus":0.14387211588141913,"score_gpt":0.42961641884056057,"score_spread":0.28574430295914144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956927228","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":[0.9768695,0.0008843152,0.00021955135,0.012193942,0.002379465,0.0049353656,0.0001504022,0.000063041836,0.0023043808],"genre_scores_gemma":[0.9908468,0.0020606068,0.0014989908,0.0005588697,0.000994873,0.0010774942,0.00022964987,0.000050069404,0.002682653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99481946,0.0004680553,0.0023174053,0.0007125464,0.0010651199,0.0006173986],"domain_scores_gemma":[0.9958979,0.0016571768,0.0004775863,0.0010659678,0.00064567715,0.00025567468],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042469436,0.0003572991,0.0011155215,0.00022573196,0.00010222651,0.000002421286,0.00042151823,0.00018082595,0.0042082225],"category_scores_gemma":[0.0048426692,0.00019841534,0.00038227564,0.00088157674,0.00024784956,0.00011335165,0.00015188335,0.00048596392,0.00003958903],"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":[0.0011367853,0.0006148726,0.9628167,0.0006436153,0.0003642028,0.000026418815,0.00028970648,0.0000029644214,0.0008014022,0.00008019274,0.030178227,0.003044924],"study_design_scores_gemma":[0.0042816633,0.003790853,0.9726838,0.0002916394,0.0007522831,0.00004126943,0.0006849047,0.0011101465,0.00067327864,0.00018686551,0.015278163,0.00022512075],"about_ca_topic_score_codex":0.0007608966,"about_ca_topic_score_gemma":0.00010037512,"teacher_disagreement_score":0.014900063,"about_ca_system_score_codex":0.00007405513,"about_ca_system_score_gemma":0.00023968509,"threshold_uncertainty_score":0.9967021},"labels":[],"label_agreement":null},{"id":"W2981574419","doi":"10.1186/s12873-019-0270-1","title":"Canadian in-hospital mortality for patients with emergency-sensitive conditions: a retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"BMC 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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary; Foothills Medical Centre; Université Laval; The Quebec Population Health Research Network","funders":"University of Calgary; Université Laval","keywords":"Medicine; Retrospective cohort study; Emergency medicine; Emergency department; Medical emergency; MEDLINE; Cohort study; Cohort; Intensive care medicine; Internal medicine; Nursing","score_opus":0.014024132865780978,"score_gpt":0.30616967154416164,"score_spread":0.29214553867838067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981574419","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":[0.9740755,0.0003471411,0.000025012772,0.0005972217,0.0047074975,0.0076713557,0.00019410647,0.000057845675,0.012324345],"genre_scores_gemma":[0.9956115,0.00041268818,0.000048597645,0.000081871774,0.00048178324,0.0006206694,0.00054761604,0.000057829733,0.0021374372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99674016,0.000076971766,0.0009261876,0.00085127464,0.0007340629,0.0006713225],"domain_scores_gemma":[0.9973699,0.000060665323,0.00022753094,0.00060797523,0.0013728723,0.00036107693],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050797797,0.00043458643,0.0009747116,0.00037335945,0.00018803333,0.0000016604233,0.00013855791,0.00011147466,0.0035673608],"category_scores_gemma":[0.00090936205,0.00032923036,0.00015198505,0.00087416195,0.00010104178,0.0001570809,0.000037045324,0.00027757604,0.000053798012],"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":[0.00018271626,0.00088393554,0.9557637,0.00012837679,0.0005648684,0.000014885402,0.0020067676,0.0000023118978,0.000014553437,0.0001948973,0.040234048,0.000008917547],"study_design_scores_gemma":[0.0045271367,0.005771263,0.9823605,0.00016748197,0.0005954956,0.0000011576527,0.004951882,0.000029045152,0.0000063015145,0.00020693977,0.0009908754,0.00039194783],"about_ca_topic_score_codex":0.045610048,"about_ca_topic_score_gemma":0.20902465,"teacher_disagreement_score":0.16341461,"about_ca_system_score_codex":0.00049436593,"about_ca_system_score_gemma":0.00028323394,"threshold_uncertainty_score":0.99991596},"labels":[],"label_agreement":null},{"id":"W2983575841","doi":"10.1186/s12873-019-0277-7","title":"Concordance between physiotherapists and physicians for care of patients with musculoskeletal disorders presenting to the emergency department","year":2019,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Université de Montréal; Université Laval; Hôpital Maisonneuve-Rosemont; Centre for Interdisciplinary Research in Rehabilitation; Dalhousie University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Concordance; Emergency department; Overcrowding; Health care; Emergency medicine; Patient satisfaction; Physical therapy; Family medicine; Nursing; Internal medicine","score_opus":0.025551568358559044,"score_gpt":0.4044479730936361,"score_spread":0.3788964047350771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983575841","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":[0.9899577,0.0010074248,0.00065552926,0.0017801299,0.0022494448,0.0026386343,0.00005706104,0.000019242758,0.0016348589],"genre_scores_gemma":[0.99698454,0.0002181818,0.0002238413,0.000061480714,0.00073378824,0.00018760045,0.000089981564,0.00003345427,0.0014671383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984614,0.00017040575,0.00046759375,0.00027666512,0.00029320305,0.0003307261],"domain_scores_gemma":[0.99873704,0.0002494296,0.00039331784,0.00031593617,0.00023473553,0.0000695359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023868305,0.00016204281,0.00029768486,0.000037520018,0.00032454662,7.487288e-7,0.00016150088,0.00004462912,0.0005558554],"category_scores_gemma":[0.00009735249,0.000095875956,0.00004946234,0.00020043446,0.000040536353,0.000087644745,0.000042443095,0.0001434452,0.000011123707],"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":[0.00012584477,0.000042889547,0.9753307,0.0015755432,0.00005344019,1.0698159e-8,0.010209809,0.000012967289,0.00007230872,0.000051788804,0.009021343,0.0035033727],"study_design_scores_gemma":[0.0012603799,0.0007135864,0.9106646,0.00034936029,0.00008725702,7.572314e-9,0.006023374,0.000025137306,0.0000067846636,0.00011082905,0.08062753,0.00013112421],"about_ca_topic_score_codex":0.00025972156,"about_ca_topic_score_gemma":0.0010446466,"teacher_disagreement_score":0.07160619,"about_ca_system_score_codex":0.000021746395,"about_ca_system_score_gemma":0.000037319907,"threshold_uncertainty_score":0.60862267},"labels":[],"label_agreement":null},{"id":"W2990270869","doi":"10.1186/s12873-019-0287-5","title":"Implementation study of a 5-component pediatric early warning system (PEWS) in an emergency department in British Columbia, Canada, to inform provincial scale up","year":2019,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Provincial Health Services Authority; University of British Columbia; Child and Family Research Institute; Vancouver Coastal Health","funders":"BC Children's Hospital; Children's Hospital Foundation","keywords":"Medicine; Early warning score; Triage; Medical emergency; Data collection; Emergency department; Scale (ratio); Warning system; Intervention (counseling); Population; Situation awareness; Psychological intervention; Nursing","score_opus":0.04512842771285782,"score_gpt":0.3402819259127363,"score_spread":0.2951534981998785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990270869","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":[0.9921639,0.00037244355,0.0000041034905,0.00007227405,0.0021435595,0.004982395,0.00002561234,0.000027614788,0.00020811045],"genre_scores_gemma":[0.9983531,0.00008749023,0.000037141785,0.000023518049,0.00030498893,0.0006988523,0.00012049025,0.00003321682,0.00034117408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99615216,0.000121880024,0.0017253506,0.00052385137,0.0009995416,0.0004771889],"domain_scores_gemma":[0.99871945,0.000030991538,0.00032733078,0.00040684352,0.0002073127,0.00030806626],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000560404,0.00021768422,0.0007645422,0.00029736443,0.00006729203,0.000006452167,0.00015331201,0.00006290655,0.0018846928],"category_scores_gemma":[0.000055983288,0.00026185185,0.00006266006,0.0010346234,0.000008440219,0.00013055501,0.00006203444,0.00014550914,0.000013448506],"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":[0.00009079145,0.0012950869,0.99011856,0.0004338929,0.000039220176,0.000040858922,0.003857765,0.000030139363,0.00007996015,0.0000018862816,0.0024533542,0.0015585007],"study_design_scores_gemma":[0.006723293,0.004171459,0.96960354,0.00021469856,0.00019085787,0.0000064463084,0.018642446,0.00007313381,0.000019249948,0.0000013742132,0.00014816927,0.0002053599],"about_ca_topic_score_codex":0.96421355,"about_ca_topic_score_gemma":0.9984002,"teacher_disagreement_score":0.03418668,"about_ca_system_score_codex":0.0008573927,"about_ca_system_score_gemma":0.00047400905,"threshold_uncertainty_score":0.9999834},"labels":[],"label_agreement":null},{"id":"W3035671959","doi":"10.1186/s12873-020-00343-w","title":"Piloting data linkage in a prospective cohort study of a GP referral scheme to avoid unnecessary emergency department conveyance","year":2020,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","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":"Dalhousie University","funders":"Salford Royal NHS Foundation Trust","keywords":"Medicine; Emergency department; Referral; Prospective cohort study; Emergency medicine; Attendance; Cohort; Cohort study; Pediatrics; Medical emergency; Internal medicine; Family medicine","score_opus":0.12576996264566437,"score_gpt":0.38306172655646237,"score_spread":0.257291763910798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035671959","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":[0.9758457,0.0068093142,0.00029462832,0.0030277446,0.0020521125,0.004490803,0.00007432209,0.00013249199,0.0072728666],"genre_scores_gemma":[0.9930368,0.0034433273,0.00064850383,0.00033008642,0.0013052147,0.0003535137,0.00024167694,0.000068475274,0.0005723754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946966,0.00019415277,0.002057834,0.0013778335,0.0010498525,0.0006237083],"domain_scores_gemma":[0.9973209,0.000065918226,0.00039940042,0.0012549402,0.00050533644,0.00045354335],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010756818,0.00052086916,0.0014089837,0.00023814687,0.0001379041,0.000001501825,0.0006651267,0.000102985374,0.002147201],"category_scores_gemma":[0.0031823856,0.00042875548,0.00010459784,0.00201692,0.000097515665,0.00020178937,0.0006880319,0.00052585726,0.000047009347],"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":[0.0006417327,0.0010199696,0.92517084,0.0008324861,0.00039892475,0.000054500295,0.00853471,0.000011488649,0.0032438543,0.000056237677,0.059956398,0.0000788653],"study_design_scores_gemma":[0.0047926256,0.0054132324,0.9704397,0.0006237541,0.0005912707,0.000006099842,0.012776826,0.000647908,0.0003414435,0.00005342431,0.0037828826,0.0005308511],"about_ca_topic_score_codex":0.0006677864,"about_ca_topic_score_gemma":0.0016779845,"teacher_disagreement_score":0.056173515,"about_ca_system_score_codex":0.000093321796,"about_ca_system_score_gemma":0.00013916945,"threshold_uncertainty_score":0.9998164},"labels":[],"label_agreement":null},{"id":"W3082029434","doi":"10.1186/s12873-020-00362-7","title":"Harnessing inter-disciplinary collaboration to improve emergency care in low- and middle-income countries (LMICs): results of research prioritisation setting exercise","year":2020,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital","funders":"Royal College of Emergency Medicine; College of Emergency Medicine; Research England; World Health Organization","keywords":"Medicine; Triage; Psychological intervention; Context (archaeology); Tanzania; Health care; Global health; Developing country; Low and middle income countries; Quality (philosophy); Medical emergency; Nursing; Public health; Economic growth; Socioeconomics","score_opus":0.06567169277278945,"score_gpt":0.39119667437342986,"score_spread":0.3255249816006404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082029434","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":[0.9682859,0.016049253,0.00015345645,0.008232134,0.0028143083,0.0016992461,0.00007736988,0.000079611826,0.0026087307],"genre_scores_gemma":[0.9929647,0.004860769,0.0005984159,0.00003111832,0.00093611697,0.000110700115,0.00009988516,0.00004417041,0.00035414755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99612665,0.00016125252,0.0016537447,0.0007211205,0.0008325238,0.0005047356],"domain_scores_gemma":[0.9974281,0.00010395124,0.0002524997,0.00036297843,0.0015264096,0.00032603144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010541065,0.00030111434,0.0007156354,0.00049432565,0.00023282212,0.0000056083736,0.00015958001,0.00014598279,0.0001982421],"category_scores_gemma":[0.0024007787,0.0002688956,0.000071004615,0.0019317417,0.00019557872,0.00022182974,0.00022170381,0.00036510298,0.00001311567],"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":[0.007883192,0.00020197142,0.583776,0.035029914,0.00011772791,0.00008255544,0.33056474,0.00006679651,0.021332685,0.00019735846,0.012246426,0.008500602],"study_design_scores_gemma":[0.010470638,0.0061036577,0.7457162,0.027384581,0.00038864685,0.000009162466,0.19703121,0.0014452834,0.006642738,0.0003669976,0.003509102,0.00093174406],"about_ca_topic_score_codex":0.00041874422,"about_ca_topic_score_gemma":0.0013126914,"teacher_disagreement_score":0.1619402,"about_ca_system_score_codex":0.00016017754,"about_ca_system_score_gemma":0.00025271578,"threshold_uncertainty_score":0.99997634},"labels":[],"label_agreement":null},{"id":"W3110781237","doi":"10.1186/s12873-020-00398-9","title":"Association between supportive interventions and healthcare utilization and outcomes in patients on long-term prescribed opioid therapy presenting to acute healthcare settings: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; Alberta Health Services; Queen's University; Toronto General Hospital; University of Alberta Hospital; University Health Network; University of Ottawa; Heritage Medical Research Clinic; Calgary General Hospital; Alberta Health; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Health care; Meta-analysis; MEDLINE; Alternative medicine; Family medicine; Intensive care medicine; Psychiatry; Internal medicine","score_opus":0.21547299208549225,"score_gpt":0.47544357343446164,"score_spread":0.2599705813489694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110781237","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":[0.0019857537,0.9818595,0.000020227642,0.003503793,0.00014017933,0.012064915,0.0003839189,0.00003577099,0.0000059421714],"genre_scores_gemma":[0.0006034799,0.9922136,0.0000553967,0.00037422453,0.000046905127,0.0017653484,0.0038887819,0.00006585819,0.0009864152],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9933996,0.0013941728,0.0030182933,0.0009998599,0.0007702197,0.00041780958],"domain_scores_gemma":[0.99631584,0.0003707996,0.0017929556,0.0006546258,0.00051294646,0.00035285373],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012470582,0.00072140334,0.009291413,0.00080865633,0.000113951435,0.000015741296,0.00011991522,0.00025916108,0.00019300164],"category_scores_gemma":[0.0015548479,0.00047160688,0.0011326912,0.0013409943,0.00002496622,0.000089650595,0.00012881536,0.0003680488,0.0000027461551],"study_design_candidate":"systematic_review","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":[0.00000463798,0.00017456413,0.3404504,0.59393644,0.062500454,0.0000042903825,0.00087831845,1.5523248e-8,4.5211945e-9,0.00000326543,0.00019237094,0.001855234],"study_design_scores_gemma":[0.00085316214,0.00065999635,0.19608083,0.13950907,0.6620654,0.0000022939726,0.00015817319,9.114673e-7,9.692212e-8,0.0000047137632,0.00035633397,0.00030905107],"about_ca_topic_score_codex":0.00025841323,"about_ca_topic_score_gemma":0.00046699465,"teacher_disagreement_score":0.5995649,"about_ca_system_score_codex":0.00032588025,"about_ca_system_score_gemma":0.00013848265,"threshold_uncertainty_score":0.99977356},"labels":[],"label_agreement":null},{"id":"W3123679502","doi":"10.1186/s12873-021-00401-x","title":"Utilization of serum D-dimer assays prior to computed tomography pulmonary angiography scans in the diagnosis of pulmonary embolism among emergency department physicians: a retrospective observational study","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; William Osler Health System; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pulmonary embolism; Emergency department; D-dimer; Pulmonary angiography; Computed tomography; Radiology; Computed tomography angiography; Emergency medicine; Surgery","score_opus":0.08302171827593187,"score_gpt":0.3392911599432451,"score_spread":0.25626944166731325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123679502","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":[0.9859529,0.005312979,0.0003858072,0.0015888205,0.0012844466,0.0034023658,0.0000837789,0.000046080953,0.0019428112],"genre_scores_gemma":[0.9957716,0.0021310642,0.00021968196,0.00024722976,0.00039728513,0.0008273013,0.0002610696,0.000046637895,0.00009815782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954198,0.00040256392,0.0015825941,0.0007414068,0.0013942013,0.00045946136],"domain_scores_gemma":[0.9975356,0.00011690776,0.0005073184,0.00085989694,0.0008318886,0.00014840727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00093793427,0.00040744632,0.00119583,0.00075831224,0.00013138952,0.0000033228266,0.0003502485,0.000103324965,0.001214587],"category_scores_gemma":[0.00026728373,0.00032206927,0.00052138185,0.0053699883,0.0001324781,0.00015435027,0.00015698379,0.00021133707,0.0000031049865],"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":[0.000079508645,0.008447308,0.9755477,0.00039908383,0.00064477976,0.000053750642,0.0041564708,0.00014157384,0.00048314946,0.0004987336,0.0074508484,0.0020971033],"study_design_scores_gemma":[0.00096767314,0.00093232805,0.98758924,0.00060982694,0.0010631444,0.00000372401,0.006937485,0.00036343382,0.00044870516,0.00033529208,0.0004920852,0.0002570808],"about_ca_topic_score_codex":0.0008154326,"about_ca_topic_score_gemma":0.0011919213,"teacher_disagreement_score":0.0120415315,"about_ca_system_score_codex":0.00006546994,"about_ca_system_score_gemma":0.000090077454,"threshold_uncertainty_score":0.9999231},"labels":[],"label_agreement":null},{"id":"W3131830048","doi":"10.1186/s12873-021-00541-0","title":"Pediatric triage variations among nurses, pediatric and emergency residents using the Canadian triage and acuity scale","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":8,"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":"Triage; Medicine; Emergency department; Medical emergency; Emergency medicine; Cross-sectional study; Scale (ratio); Family medicine; Nursing","score_opus":0.04670291696452301,"score_gpt":0.3384865821419723,"score_spread":0.2917836651774493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131830048","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":[0.9276137,0.056596193,0.00021345796,0.0021046805,0.0066218395,0.00086909934,0.00005776392,0.00006417488,0.0058590984],"genre_scores_gemma":[0.8941699,0.09368917,0.00033254077,0.00013703383,0.0059346426,0.00006149362,0.000091910006,0.00006593844,0.0055173626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965339,0.00028305186,0.0011296943,0.00071468565,0.0006634456,0.0006752494],"domain_scores_gemma":[0.997671,0.00014582396,0.00029434438,0.0006311324,0.00058782496,0.0006698928],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009517088,0.00042356545,0.0007001621,0.00041309703,0.0012153366,0.000011776177,0.0001752192,0.00021402356,0.0027324955],"category_scores_gemma":[0.002304115,0.000307303,0.00016009454,0.0018358226,0.00019352582,0.00019884453,0.00013781669,0.00047412937,0.000008841615],"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":[0.000030295207,0.00006845043,0.9418419,0.0003315719,0.00010290354,0.000052220053,0.0019621006,0.0000019771958,0.00018748481,0.00020464174,0.055084646,0.0001317883],"study_design_scores_gemma":[0.0019843176,0.00014738084,0.9900615,0.000058835456,0.0025119695,0.000059418013,0.0016707197,0.00022083755,0.000027334418,0.0004940879,0.0024338719,0.00032971796],"about_ca_topic_score_codex":0.050403688,"about_ca_topic_score_gemma":0.19439805,"teacher_disagreement_score":0.14399436,"about_ca_system_score_codex":0.00011990597,"about_ca_system_score_gemma":0.00065555563,"threshold_uncertainty_score":0.9999379},"labels":[],"label_agreement":null},{"id":"W3135551229","doi":"10.1186/s12873-021-00416-4","title":"Multi-centre implementation of an Educational program to improve the Cardiac Arrest diagnostic accuracy of ambulance Telecommunicators and survival outcomes for sudden cardiac arrest victims: the EduCATe study design and methodology","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"IBM (Canada); University of Calgary; Heart and Stroke Foundation; Alberta Health Services; Nova Scotia Health Authority; North York General Hospital; St. Michael's Hospital; Sunnybrook Hospital; Providence Health Care; Provincial Health Services Authority; Ottawa Hospital; Dalhousie University; University of Toronto; Ottawa Public Health; University of British Columbia; University of Prince Edward Island; University of Ottawa","funders":"","keywords":"Medicine; Sudden cardiac arrest; Medical emergency; Sudden cardiac death; Population; Emergency medicine; Cardiopulmonary resuscitation; Bystander effect; Automated external defibrillator; Resuscitation; Internal medicine","score_opus":0.0988143681383512,"score_gpt":0.4463854992768066,"score_spread":0.3475711311384554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135551229","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":[0.97410613,0.0028269468,0.0010971308,0.0069923126,0.00958599,0.0053121406,0.000049650625,0.00001716171,0.000012530727],"genre_scores_gemma":[0.9829299,0.001426072,0.013267969,0.00005724561,0.0009823953,0.0010346124,0.00018843384,0.000037381316,0.00007603443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970404,0.0012780437,0.0007176323,0.00037224474,0.0003332404,0.00025844632],"domain_scores_gemma":[0.9921083,0.006258858,0.00031995855,0.00064407324,0.0005123087,0.00015650605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023141925,0.00022203589,0.00072048925,0.00008494733,0.0001820895,0.0000068574636,0.00016585158,0.000057034595,0.000037908816],"category_scores_gemma":[0.004855985,0.00013020476,0.00013946976,0.0003596837,0.00021266956,0.00007504236,0.0001015384,0.00014843377,6.1354956e-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":[0.0001768032,0.0005894419,0.96508336,0.00028703082,0.0006692339,5.925421e-7,0.013119491,0.000020171925,0.005533838,0.000089709996,0.0013562074,0.013074146],"study_design_scores_gemma":[0.0016334314,0.0005065439,0.9469059,0.00006010097,0.0010943458,4.85253e-7,0.04798129,0.00008018564,0.0007207155,0.000076470555,0.0008136445,0.0001268712],"about_ca_topic_score_codex":0.0010127936,"about_ca_topic_score_gemma":0.0008153865,"teacher_disagreement_score":0.034861796,"about_ca_system_score_codex":0.000028381846,"about_ca_system_score_gemma":0.00037676963,"threshold_uncertainty_score":0.5813418},"labels":[],"label_agreement":null},{"id":"W3136227840","doi":"10.1186/s12873-021-00428-0","title":"Acute cannabis intoxication in the emergency department: the effect of legalization","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Cannabis; Legalization; Emergency department; Emergency medicine; Poison control; Effects of cannabis; Pediatrics; Psychiatry; Cannabidiol","score_opus":0.023761606147242972,"score_gpt":0.3575695201843814,"score_spread":0.3338079140371384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136227840","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":[0.9035736,0.009686578,0.0005271977,0.07158359,0.0017322088,0.0016112376,0.000012999582,0.000028218088,0.011244405],"genre_scores_gemma":[0.96934634,0.003545169,0.000015519705,0.00017324057,0.0007642356,0.0004367982,0.00026421942,0.00003080903,0.025423685],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99729335,0.0004978758,0.0007364838,0.00030362525,0.0008549115,0.00031372468],"domain_scores_gemma":[0.99866015,0.00002372686,0.00016155033,0.00072800246,0.0003320954,0.0000944543],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014372274,0.0001891849,0.0003676176,0.0001366725,0.0001158928,0.0000029670873,0.00025407586,0.00008254711,0.0035431148],"category_scores_gemma":[0.0010067866,0.000093215334,0.00015822766,0.0015955304,0.00012755148,0.00006318672,0.000053106418,0.00026556492,0.000013291948],"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":[0.00039230968,0.00019856574,0.15216172,0.0006705129,0.00013825479,0.000035479567,0.0026334254,0.000019144907,0.02446621,0.0011929101,0.81536436,0.0027271053],"study_design_scores_gemma":[0.004217175,0.0027966711,0.6690481,0.00027082447,0.00091099984,0.00015638351,0.0017135625,0.0007982058,0.032277633,0.00040929823,0.28710693,0.000294216],"about_ca_topic_score_codex":0.00039067862,"about_ca_topic_score_gemma":0.00094164396,"teacher_disagreement_score":0.5282574,"about_ca_system_score_codex":0.000065045264,"about_ca_system_score_gemma":0.00019059126,"threshold_uncertainty_score":0.9973678},"labels":[],"label_agreement":null},{"id":"W3142219658","doi":"10.1186/s12873-021-00431-5","title":"The effect of COVID-19 on emergency medical service call volumes and patient acuity: a cross-sectional study in Niagara, Ontario","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Triage; Emergency medical services; Pandemic; Emergency medicine; Coronavirus disease 2019 (COVID-19); Medical emergency; Incidence (geometry); Emergency department; Cross-sectional study; Nursing; Internal medicine; Disease","score_opus":0.08062292610387364,"score_gpt":0.43023544535412017,"score_spread":0.3496125192502465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142219658","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":[0.982636,0.0028934611,0.000028886256,0.009766909,0.0026229392,0.0013109017,0.00000902029,0.0000380317,0.0006938623],"genre_scores_gemma":[0.9951491,0.00087545696,0.0000071140435,0.0014569273,0.00045001032,0.000107602165,0.000036534104,0.000028952283,0.0018883316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949725,0.00056540204,0.0015190209,0.00063665054,0.0017894013,0.00051700673],"domain_scores_gemma":[0.9967774,0.00093219976,0.00026329706,0.0006381539,0.00039230078,0.0009966296],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023751133,0.000340381,0.00077209494,0.00019970378,0.00027601776,0.000004927835,0.00019542109,0.00022085043,0.005253161],"category_scores_gemma":[0.008733043,0.00021425477,0.00012352098,0.000813558,0.00014827451,0.000055581953,0.00015549497,0.0007037549,0.000016411734],"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":[0.0015160001,0.0004516869,0.98116994,0.0010379641,0.000102918646,0.00017778519,0.006213754,0.00001107612,0.00007484434,0.000024187355,0.00758694,0.0016329123],"study_design_scores_gemma":[0.00553533,0.005975514,0.969624,0.00020517671,0.000111315625,0.000068772955,0.0006455141,0.0001421192,0.000042693006,0.00007764437,0.017405182,0.00016673234],"about_ca_topic_score_codex":0.08761995,"about_ca_topic_score_gemma":0.6035835,"teacher_disagreement_score":0.51596355,"about_ca_system_score_codex":0.00054046477,"about_ca_system_score_gemma":0.0026834772,"threshold_uncertainty_score":0.9996168},"labels":[],"label_agreement":null},{"id":"W3153429539","doi":"10.1186/s12873-021-00443-1","title":"A qualitative examination of the current management of opioid use disorder and barriers to prescribing buprenorphine in a Canadian emergency department","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","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":"University Health Network; Canada Research Chairs; University of Toronto","funders":"Spoedeisende Geneeskunde Onderzoeksfonds; University of Toronto; University Health Network","keywords":"Buprenorphine; Opioid use disorder; Medicine; Emergency department; Qualitative research; Grounded theory; Opiate Substitution Treatment; Focus group; Family medicine; Psychiatry; Nursing; Opioid","score_opus":0.04895703684877323,"score_gpt":0.3500761135821152,"score_spread":0.301119076733342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153429539","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":[0.9847501,0.0105423285,0.00018787988,0.0011569973,0.00101065,0.0015170911,0.000057149373,0.000009369292,0.0007684575],"genre_scores_gemma":[0.9930668,0.0052221525,0.00057917304,0.000025174726,0.000038832477,0.00019061471,0.000095567775,0.000024711977,0.000756977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976241,0.0002367183,0.00088403036,0.0003997773,0.0005038314,0.00035157296],"domain_scores_gemma":[0.99856436,0.000045690656,0.0001742822,0.0004997808,0.00026571692,0.00045017555],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004896558,0.00023248416,0.00043610297,0.00027865582,0.00006386082,0.000001356009,0.000111489324,0.000041834664,0.00091802265],"category_scores_gemma":[0.0007214235,0.00017059619,0.00008427001,0.0010110236,0.0000679021,0.00007099127,0.000105621584,0.00012154656,0.000001899747],"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":[0.00013045142,0.00060292974,0.91282415,0.0029228223,0.00031575296,0.00001847788,0.069080874,0.00008274088,0.0007346011,0.0016859164,0.0017202653,0.009881022],"study_design_scores_gemma":[0.0019768598,0.00029742005,0.9749484,0.0012506754,0.00035439726,0.0000021591356,0.016415339,0.00015194992,0.00036542577,0.00018194565,0.0038963307,0.00015906767],"about_ca_topic_score_codex":0.03508508,"about_ca_topic_score_gemma":0.13124461,"teacher_disagreement_score":0.09615953,"about_ca_system_score_codex":0.0001884124,"about_ca_system_score_gemma":0.0003672278,"threshold_uncertainty_score":0.9999953},"labels":[],"label_agreement":null},{"id":"W3178280019","doi":"10.1186/s12873-021-00478-4","title":"Data from emergency medicine palliative care access (EMPallA): a randomized controlled trial comparing the effectiveness of specialty outpatient versus telephonic palliative care of older adults with advanced illness presenting to the emergency department","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":16,"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":"Patient-Centered Outcomes Research Institute","keywords":"Medicine; Palliative care; Quality of life (healthcare); Emergency department; Randomized controlled trial; Loneliness; Specialty; Emergency medicine; Physical therapy; Internal medicine; Family medicine; Psychiatry; Nursing","score_opus":0.135015866795193,"score_gpt":0.43877885266180505,"score_spread":0.30376298586661205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178280019","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":[0.9035654,0.067918085,0.002136207,0.0003554643,0.009438597,0.013405155,0.00035286832,0.00003982703,0.002788372],"genre_scores_gemma":[0.97792107,0.016495995,0.000249432,0.000014516249,0.0016847944,0.001533282,0.001906516,0.00007603288,0.00011833574],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98992497,0.0025329692,0.0035527556,0.0012100226,0.0021324924,0.00064679934],"domain_scores_gemma":[0.98683745,0.0043523945,0.002426878,0.0021488024,0.0039337557,0.00030071806],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002109,0.0008240458,0.004795441,0.00022680408,0.00026487414,0.0000038013281,0.0013203968,0.0001707081,0.002383548],"category_scores_gemma":[0.012975244,0.00041485138,0.00061935495,0.001581536,0.0004997329,0.00017806835,0.0006631279,0.0004755697,0.0000039316965],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7758932,0.00048564404,0.14835308,0.0025577492,0.0032759,0.000012231635,0.06713316,0.00043069533,0.00025398014,0.00007382281,0.0011784649,0.00035203097],"study_design_scores_gemma":[0.79966617,0.0023012953,0.094744,0.010004092,0.005214921,3.5777336e-7,0.08241227,0.00048707495,0.0035215078,0.000052427506,0.0010738572,0.00052203675],"about_ca_topic_score_codex":0.0023178107,"about_ca_topic_score_gemma":0.010160369,"teacher_disagreement_score":0.07435567,"about_ca_system_score_codex":0.00020875644,"about_ca_system_score_gemma":0.0005190199,"threshold_uncertainty_score":0.9998303},"labels":[],"label_agreement":null},{"id":"W3186910658","doi":"10.1186/s12873-021-00471-x","title":"Validity and risk factor analysis for helicopter emergency medical services in Japan: a pilot study","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":5,"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; Emergency medical services; Medical emergency; Risk factor; Emergency medicine","score_opus":0.11061106256496396,"score_gpt":0.3768301433479208,"score_spread":0.26621908078295686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186910658","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":[0.9854088,0.0072859665,0.00076391204,0.000924568,0.0028672728,0.0010340763,0.000073494004,0.00009126948,0.0015506581],"genre_scores_gemma":[0.9804325,0.016172258,0.00019342854,0.00007596903,0.0011841184,0.0002380417,0.00010427062,0.00004531492,0.0015540841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954114,0.00028862708,0.001556003,0.0010091607,0.0011048228,0.0006299959],"domain_scores_gemma":[0.9978066,0.00018482254,0.00024548703,0.0006819795,0.00057028985,0.0005107948],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010374419,0.0004842561,0.0014121094,0.00050910143,0.0002192358,0.0000036226775,0.00020502685,0.00013133921,0.01543956],"category_scores_gemma":[0.0014829464,0.00037226957,0.00029783632,0.0020001172,0.000098417215,0.00010563671,0.00016362507,0.00037900303,0.0000168422],"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":[0.0003554246,0.0013372046,0.98908156,0.0006696182,0.001256768,0.000035230052,0.0039103096,0.0000034530572,0.00026757363,0.00001578582,0.0016524519,0.0014146157],"study_design_scores_gemma":[0.0039534974,0.003237385,0.97929054,0.00011722521,0.0035830806,0.000010172766,0.0068792375,0.0004647338,0.000039712086,0.000117155585,0.0019673957,0.00033987325],"about_ca_topic_score_codex":0.0034759475,"about_ca_topic_score_gemma":0.0649266,"teacher_disagreement_score":0.061450653,"about_ca_system_score_codex":0.000052805448,"about_ca_system_score_gemma":0.00013920807,"threshold_uncertainty_score":0.9998729},"labels":[],"label_agreement":null},{"id":"W3206632145","doi":"10.1186/s12873-021-00507-2","title":"Examining the association between paramedic transport to the emergency department and hospital admission: a population-based cohort study","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Wilson Centre; Regional Municipality of Durham; University of Toronto; McMaster University; Impact","funders":"","keywords":"Medicine; Triage; Emergency department; Emergency medicine; Referral; Ambulatory; Retrospective cohort study; Hospital admission; Population; Logistic regression; Emergency medical services; Medical emergency; Family medicine; Internal medicine; Nursing","score_opus":0.03924103082063185,"score_gpt":0.325041310157868,"score_spread":0.2858002793372362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206632145","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":[0.9718723,0.005634053,0.00035810543,0.01478776,0.0037010699,0.0021755788,0.000024330126,0.00007871908,0.0013680758],"genre_scores_gemma":[0.9924489,0.0017072121,0.00007684613,0.00034186346,0.0020661373,0.0004048454,0.00029727086,0.000035881363,0.0026210162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963463,0.000261823,0.0010758307,0.0006269947,0.0012477316,0.00044129885],"domain_scores_gemma":[0.9980672,0.0002518266,0.00026967144,0.0006354509,0.00046976755,0.00030606266],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001567868,0.00034756892,0.00065017224,0.000083506464,0.000574184,0.0000034464147,0.00017891306,0.00010278283,0.002004158],"category_scores_gemma":[0.0021317054,0.0001923278,0.00013856165,0.0009111432,0.000039958402,0.00005747331,0.000063347616,0.0003279373,0.000016382928],"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":[0.000030886877,0.00019039176,0.954256,0.000071236296,0.00046499446,0.00001739904,0.0023767117,0.000010800594,0.000023104158,0.000013453943,0.04197398,0.0005710489],"study_design_scores_gemma":[0.0010165494,0.0009150714,0.9747708,0.0001265667,0.0017035877,0.0000027515218,0.0045704055,0.000030514755,0.000021115395,0.000037134312,0.016581623,0.00022386784],"about_ca_topic_score_codex":0.0003705963,"about_ca_topic_score_gemma":0.00089030626,"teacher_disagreement_score":0.025392354,"about_ca_system_score_codex":0.0001271197,"about_ca_system_score_gemma":0.00015430023,"threshold_uncertainty_score":0.99890816},"labels":[],"label_agreement":null},{"id":"W3212636450","doi":"10.1186/s12873-021-00524-1","title":"Prevention of alcohol withdrawal seizure recurrence and treatment of other alcohol withdrawal symptoms in the emergency department: a rapid review","year":2021,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Alcoholism and Thiamine Deficiency","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":"BC Centre for Disease Control; University of British Columbia; Vancouver General Hospital; British Columbia Centre on Substance Use; Vancouver Coastal Health Research Institute; Royal University Hospital; Vancouver Coastal Health; University of Saskatchewan","funders":"","keywords":"Medicine; Alcohol withdrawal syndrome; Observational study; Emergency department; Psychological intervention; MEDLINE; Randomized controlled trial; Psychiatry; Emergency medicine; Alcohol; Internal medicine","score_opus":0.1053359314670954,"score_gpt":0.39965591591152727,"score_spread":0.29431998444443186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212636450","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":[0.0011321502,0.98933476,0.000036954345,0.00014746736,0.0011349893,0.0052487357,0.00010261631,0.000024916035,0.0028374002],"genre_scores_gemma":[0.00076553976,0.99526983,0.00008045894,0.000033845303,0.00058915693,0.0008113102,0.00078221154,0.00008735432,0.0015802627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99293864,0.0009623489,0.003402931,0.0010109626,0.0011212577,0.0005638675],"domain_scores_gemma":[0.9960683,0.00018586536,0.0017949558,0.0014316244,0.00031396528,0.00020527285],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014321628,0.0010095662,0.004812322,0.00043911234,0.00008322088,0.000002028615,0.00042380876,0.0003556975,0.002619256],"category_scores_gemma":[0.0005246416,0.0005604302,0.0009550843,0.0020754624,0.00031742986,0.00010100408,0.00008398514,0.00040710095,0.000012225119],"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":[0.0001859491,0.0033783491,0.018611422,0.22873892,0.0017715618,0.00013601454,0.0024828007,4.707851e-7,0.000010314091,0.00083431136,0.013646894,0.730203],"study_design_scores_gemma":[0.004197959,0.005505222,0.0026412737,0.17256379,0.01506821,0.0005829804,0.00024627044,0.0000100972275,0.000007287207,0.000056031342,0.79838,0.0007408549],"about_ca_topic_score_codex":0.00019814227,"about_ca_topic_score_gemma":0.0000989107,"teacher_disagreement_score":0.7847331,"about_ca_system_score_codex":0.00011300265,"about_ca_system_score_gemma":0.0005911789,"threshold_uncertainty_score":0.9996847},"labels":[],"label_agreement":null},{"id":"W3213011063","doi":"10.1186/s12873-021-00527-y","title":"Association between prehospital arterial hypercapnia and mortality in acute heart failure: a retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Hypercapnia; Retrospective cohort study; Odds ratio; Emergency medicine; Population; Logistic regression; Heart failure; Confounding; Internal medicine; Acidosis","score_opus":0.018356256314553066,"score_gpt":0.3192108673964168,"score_spread":0.30085461108186373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213011063","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":[0.9916333,0.00020256982,0.00003135901,0.0014254388,0.004940687,0.0009819859,0.000016314334,0.000043635373,0.00072470075],"genre_scores_gemma":[0.9966322,0.00012944963,0.00011164176,0.000023175302,0.002376861,0.0000657303,0.00015928503,0.000019418234,0.00048223534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977986,0.0001947525,0.000575105,0.00046749614,0.0007105787,0.00025346092],"domain_scores_gemma":[0.99909043,0.00008036225,0.00013124984,0.0002795594,0.00027183036,0.00014655586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091398385,0.00018140131,0.0007020548,0.00010132387,0.00006853353,0.0000054399497,0.000036270765,0.00012694586,0.0004353473],"category_scores_gemma":[0.0010313599,0.00015426181,0.000092237606,0.00050367665,0.000045185443,0.00010521142,0.000044411227,0.00025060587,0.000011955849],"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":[0.000056708683,0.0001765579,0.9884326,0.00004200203,0.00053077494,0.000024145507,0.0012292999,2.993225e-7,0.0027383612,0.000009140874,0.006742082,0.00001802248],"study_design_scores_gemma":[0.0029370463,0.00031616536,0.99359965,0.00006624969,0.0012033196,0.0000028151142,0.0010367989,0.000010798609,0.00007913967,0.00013288435,0.00047380396,0.00014132985],"about_ca_topic_score_codex":0.00031559466,"about_ca_topic_score_gemma":0.0010253714,"teacher_disagreement_score":0.006268278,"about_ca_system_score_codex":0.00023949562,"about_ca_system_score_gemma":0.000103659535,"threshold_uncertainty_score":0.62906146},"labels":[],"label_agreement":null},{"id":"W4200255597","doi":"10.1186/s12873-021-00550-z","title":"Evaluating the transitions in care for children presenting with acute asthma to emergency departments: a retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of Alberta; MacEwan University","funders":"University of Alberta; Alberta Health Services","keywords":"Medicine; Triage; Emergency department; Overcrowding; Asthma; Crowding; Emergency medicine; Retrospective cohort study; Generalized estimating equation; Proportional hazards model; Pediatrics; Cohort; Internal medicine","score_opus":0.042673108650490156,"score_gpt":0.39411604963976143,"score_spread":0.35144294098927126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200255597","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":[0.9815812,0.0044398294,0.0009767836,0.0025549356,0.001422915,0.0062698014,0.00008015212,0.00007359944,0.0026007495],"genre_scores_gemma":[0.9919944,0.0009209197,0.0012734723,0.00012419178,0.0011294866,0.002424146,0.0003592554,0.00007167405,0.0017024879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964118,0.00020784131,0.0009810148,0.00088146393,0.0009293004,0.0005885803],"domain_scores_gemma":[0.99757725,0.000051401676,0.00016809182,0.00068333634,0.0013444545,0.00017545497],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007910608,0.00039489087,0.0007984235,0.0001703795,0.0005366592,0.0000038552103,0.00019179801,0.00006519498,0.0011160339],"category_scores_gemma":[0.0010069676,0.00025523893,0.00019488097,0.0015370846,0.00006744862,0.00009901492,0.000089589244,0.00029063114,0.0000075080197],"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":[0.00030787927,0.00040737304,0.97008127,0.00013002302,0.001141087,0.0000383429,0.018579472,0.00005857645,0.00081249786,0.00006920836,0.008237765,0.00013650526],"study_design_scores_gemma":[0.0030620531,0.0031898837,0.96960557,0.00015098082,0.0016589882,0.000040729596,0.021369169,0.000099252415,0.00012509422,0.000072645154,0.00033907816,0.00028654918],"about_ca_topic_score_codex":0.00028442606,"about_ca_topic_score_gemma":0.007069677,"teacher_disagreement_score":0.010413132,"about_ca_system_score_codex":0.00015304753,"about_ca_system_score_gemma":0.00017397813,"threshold_uncertainty_score":0.99999},"labels":[],"label_agreement":null},{"id":"W4210690019","doi":"10.1186/s12873-022-00572-1","title":"Correction to: Prevention of alcohol withdrawal seizure recurrence and treatment of other alcohol withdrawal symptoms in the emergency department: a rapid review","year":2022,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Centre on Substance Use; Vancouver General Hospital; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Alcohol withdrawal syndrome; Emergency department; Alcohol; Emergency medicine; Psychiatry; Anesthesia","score_opus":0.09954830479939289,"score_gpt":0.39225606800921187,"score_spread":0.29270776320981895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210690019","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":[0.0009855158,0.9841317,0.00005052328,0.00011770461,0.0038694786,0.0069078626,0.00008663546,0.000031802592,0.0038187725],"genre_scores_gemma":[0.00081980746,0.993611,0.000041863157,0.000044267275,0.0005237424,0.001672936,0.0005999711,0.000082519255,0.002603913],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993649,0.00091135997,0.0028556164,0.0009329221,0.0011540551,0.00049706694],"domain_scores_gemma":[0.9967145,0.0002462763,0.0015312188,0.001141302,0.00016263177,0.0002041038],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015711847,0.0008573414,0.0033897425,0.00059838354,0.0001248817,0.0000016484667,0.00040953342,0.00019564888,0.004736906],"category_scores_gemma":[0.00071293913,0.000505068,0.0006988399,0.0024826913,0.00017327876,0.00008915068,0.00009447142,0.00044819794,0.0000137600955],"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":[0.00033628513,0.0022282004,0.010921749,0.08208164,0.0007747379,0.00003909488,0.0027615288,0.0000018684109,0.0000068700338,0.00015436536,0.03462162,0.86607206],"study_design_scores_gemma":[0.0022761368,0.008278585,0.0026076762,0.053012546,0.00721526,0.0003592401,0.00024287685,0.000018637444,0.0000033079173,0.000024045175,0.9254563,0.00050539494],"about_ca_topic_score_codex":0.00041072027,"about_ca_topic_score_gemma":0.00016913663,"teacher_disagreement_score":0.8908347,"about_ca_system_score_codex":0.00020369783,"about_ca_system_score_gemma":0.00042907934,"threshold_uncertainty_score":0.99974006},"labels":[],"label_agreement":null},{"id":"W4220840654","doi":"10.1186/s12873-021-00560-x","title":"Pre-hospital transdermal glyceryl trinitrate in patients with stroke mimics: data from the RIGHT-2 randomised-controlled ambulance trial","year":2022,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"NIHR Nottingham Biomedical Research Centre; Keele University; Peking University Health Science Center; Medical Research Council; UK Dementia Research Institute; Auckland University of Technology, New Zealand; Stiftelsen Norsk Luftambulanse; University of Leicester; Faculty of Health and Medical Sciences, University of Western Australia; National Institute for Health and Care Research; Peking University; Dalhousie University; University of New South Wales; University of Glasgow; Newcastle University; King's College London; NIHR Leicester Biomedical Research Centre; University of Nottingham; University of East Anglia; British Heart Foundation; Nottingham University Hospitals NHS Trust; George Institute for Global Health; University of Edinburgh; University Hospitals Birmingham NHS Foundation Trust; King's College Hospital NHS Foundation Trust","keywords":"Medicine; Transdermal; Anesthesia; Stroke (engine); Randomized controlled trial; Emergency medicine; Transdermal patch; Surgery; Pharmacology","score_opus":0.02357507829385676,"score_gpt":0.27389667021894837,"score_spread":0.2503215919250916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220840654","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":[0.9770651,0.0013486516,0.00063078594,0.0027422141,0.0034158407,0.009291762,0.000334573,0.00007856836,0.005092515],"genre_scores_gemma":[0.9901598,0.00019311278,0.00030698508,0.0005013254,0.0019128053,0.001259934,0.002464554,0.00007572593,0.0031257526],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99520594,0.00036811162,0.0014257323,0.00088922714,0.001554122,0.0005568411],"domain_scores_gemma":[0.9970148,0.0004876851,0.00048604887,0.0017355765,0.00010345958,0.0001724213],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013105399,0.00044332576,0.0012384541,0.00015714188,0.00021727159,0.0000064439632,0.0010968578,0.00007133933,0.007688284],"category_scores_gemma":[0.00060676964,0.0002570212,0.00018099732,0.0004773895,0.00015161908,0.00016945235,0.00032371323,0.0006395145,0.000011781539],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7248627,0.0014294616,0.14553578,0.000055342625,0.00086420134,0.00004994286,0.0011454475,0.00007031251,0.00012792103,0.000014052697,0.12554851,0.00029634233],"study_design_scores_gemma":[0.8870709,0.0034377926,0.081221744,0.000097821445,0.0014692185,0.0000018504004,0.00075619266,0.0016048868,0.00002570342,0.000015211718,0.023955906,0.00034279304],"about_ca_topic_score_codex":0.0004470518,"about_ca_topic_score_gemma":0.00021724607,"teacher_disagreement_score":0.1622082,"about_ca_system_score_codex":0.00013332501,"about_ca_system_score_gemma":0.00018363251,"threshold_uncertainty_score":0.9999882},"labels":[],"label_agreement":null},{"id":"W4225082675","doi":"10.1186/s12873-022-00626-4","title":"Safety assessment of a redirection program using an electronic application for low-acuity patients visiting an emergency department","year":2022,"lang":"en","type":"article","venue":"BMC 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":false,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Sante Montreal; Hôpital du Sacré-Cœur de Montréal; Hôpital Maisonneuve-Rosemont; Université Laval; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"","keywords":"Medicine; Emergency department; Triage; Psychological intervention; Emergency medicine; Observational study; Medical emergency; Phone; Clinical endpoint; Incidence (geometry); Patient safety; Clinical trial; Health care; Nursing; Internal medicine","score_opus":0.038873201053536664,"score_gpt":0.3981344714102759,"score_spread":0.35926127035673927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225082675","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":[0.9721816,0.0011427924,0.018773114,0.00014117218,0.002457872,0.004080712,0.000090998576,0.00018272924,0.0009490056],"genre_scores_gemma":[0.9922097,0.0009943354,0.0021278672,0.000031345393,0.00093615975,0.0016173017,0.0019199108,0.00005892572,0.00010447755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964927,0.00020458335,0.0012977839,0.0006522088,0.00079257897,0.0005601394],"domain_scores_gemma":[0.9980184,0.000024845864,0.00059350044,0.0005139956,0.0006592098,0.00019006101],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011234505,0.00031070798,0.00058776967,0.00019317033,0.0006709834,0.000001129841,0.00017980678,0.00006548576,0.0010304024],"category_scores_gemma":[0.00016540871,0.00028536076,0.00019463865,0.0007492114,0.00005757388,0.00017532484,0.000095095646,0.00026283044,4.4603868e-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":[0.0019938773,0.012004718,0.84437543,0.002385621,0.0008481722,0.0000024710193,0.003320384,0.0011218736,0.054153565,0.0023381317,0.0069309613,0.07052482],"study_design_scores_gemma":[0.013110694,0.044858966,0.72526944,0.00034692106,0.0035397313,0.000028278215,0.009483202,0.13053639,0.0023880277,0.0021092063,0.06657481,0.0017543468],"about_ca_topic_score_codex":0.0002326712,"about_ca_topic_score_gemma":0.00018530482,"teacher_disagreement_score":0.12941453,"about_ca_system_score_codex":0.00048628828,"about_ca_system_score_gemma":0.00023770818,"threshold_uncertainty_score":0.9999598},"labels":[],"label_agreement":null},{"id":"W4226017631","doi":"10.1186/s12873-022-00568-x","title":"Comparison of 3-factor versus 4-factor prothrombin complex concentrate for emergent warfarin reversal: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":14,"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; Warfarin; Meta-analysis; Odds ratio; Prothrombin complex concentrate; PROTHROMBIN COMPLEX; Prothrombin time; Internal medicine; Odds; Anticoagulant; Coagulation","score_opus":0.7312307627486178,"score_gpt":0.5506790914054189,"score_spread":0.18055167134319883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226017631","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":[0.000001902035,0.97874117,0.0003893911,0.0005195165,0.0010211432,0.018724458,0.00030946592,0.0000736058,0.00021937117],"genre_scores_gemma":[0.000034280438,0.9921458,0.00031639266,0.00005336315,0.00028157042,0.00086163386,0.0013765865,0.000096757474,0.00483362],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9921177,0.0007403356,0.004783346,0.00085227715,0.001065097,0.0004412341],"domain_scores_gemma":[0.99402905,0.0009114814,0.0034052473,0.0011146597,0.0002540943,0.0002854836],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011404274,0.0009005114,0.019025927,0.0005810589,0.00014269302,0.0000048698575,0.0003658793,0.00018154441,0.040221207],"category_scores_gemma":[0.0019560142,0.0005713688,0.004807304,0.0017963062,0.000120427634,0.00006675983,0.00017642636,0.0003021239,0.000013077637],"study_design_candidate":"systematic_review","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":[0.000072202645,0.000036814556,0.00018383726,0.8495583,0.14258005,0.0000010842302,0.00012606873,8.372791e-7,8.6453065e-7,0.00015760347,0.0069604483,0.00032190693],"study_design_scores_gemma":[0.00085276656,0.00043711037,0.000028822447,0.0068344246,0.60759157,0.0000012800191,0.000084518324,0.00003308029,2.9618454e-7,0.0000030396313,0.38383657,0.00029654676],"about_ca_topic_score_codex":0.000058035188,"about_ca_topic_score_gemma":0.000033401393,"teacher_disagreement_score":0.84272385,"about_ca_system_score_codex":0.00016849744,"about_ca_system_score_gemma":0.00017156104,"threshold_uncertainty_score":0.9996738},"labels":[],"label_agreement":null},{"id":"W4229041188","doi":"10.1186/s12873-022-00621-9","title":"Workplace violence against emergency health care workers: What Strategies do Workers use?","year":2022,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Impact; University of British Columbia; Island Health; Regional Municipality of Niagara","funders":"La Trobe University","keywords":"Medicine; Psychological intervention; Health care; Thematic analysis; Workplace violence; Occupational safety and health; Poison control; Suicide prevention; Focus group; Harm; Nursing; Emergency department; Injury prevention; Human factors and ergonomics; Medical emergency; Qualitative research; Psychology; Social psychology","score_opus":0.052932334791459035,"score_gpt":0.362496538911077,"score_spread":0.309564204119618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229041188","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":[0.8301687,0.11624994,0.0006252375,0.0069484534,0.026172807,0.0017489318,0.00001799837,0.00056101126,0.017506879],"genre_scores_gemma":[0.90827197,0.081921525,0.0003151263,0.00039439695,0.0024726945,0.000329833,0.00008333961,0.00007726666,0.006133844],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99350154,0.001153992,0.0011781818,0.0009140973,0.0018497686,0.0014024061],"domain_scores_gemma":[0.9976319,0.00024645432,0.0006174371,0.00070656056,0.00024799228,0.00054965395],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002294845,0.00045997687,0.00058622233,0.00033044227,0.0034398006,0.00010395522,0.0011188402,0.00014168138,0.011431774],"category_scores_gemma":[0.00046507912,0.00043877712,0.00023513428,0.002815052,0.00038500532,0.0016463199,0.00027174354,0.00074966653,0.00008030945],"study_design_candidate":"qualitative","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":[0.00018753271,0.0001229526,0.737112,0.00019318415,0.00006651141,0.000017853166,0.09747962,0.0018394461,0.00003659556,0.0017831775,0.13836177,0.02279937],"study_design_scores_gemma":[0.0004566851,0.00027174616,0.012316933,0.0014961109,0.000040296312,0.0000010849247,0.8586974,0.000015499478,0.000002239575,0.0007459588,0.125399,0.0005570692],"about_ca_topic_score_codex":0.009608436,"about_ca_topic_score_gemma":0.006572182,"teacher_disagreement_score":0.7612178,"about_ca_system_score_codex":0.0005884211,"about_ca_system_score_gemma":0.0014091365,"threshold_uncertainty_score":0.9998064},"labels":[],"label_agreement":null},{"id":"W4236866846","doi":"10.1186/s12873-020-0305-7","title":"Correction to: Reliability and validity of the Hospital Anxiety and Depression Scale in an emergency department in Saudi Arabia: a cross-sectional observational study","year":2020,"lang":"en","type":"erratum","venue":"BMC Emergency Medicine","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":3,"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 Saskatchewan","funders":"","keywords":"Medicine; Observational study; Emergency department; Hospital Anxiety and Depression Scale; Scale (ratio); Anxiety; Reliability (semiconductor); Validity; Depression (economics); Cross-sectional study; Psychiatry; Family medicine; Clinical psychology; Psychometrics","score_opus":0.17494416028041285,"score_gpt":0.4282659892114006,"score_spread":0.25332182893098776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236866846","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":[0.80331993,0.00050760625,0.000027551989,0.00026738824,0.19185276,0.0028213556,0.000113073635,0.00002410611,0.0010662162],"genre_scores_gemma":[0.9876379,0.0011796621,0.000040366398,0.0002592094,0.002755148,0.0006429588,0.0006725113,0.000046264224,0.0067659966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942831,0.0014907086,0.002009978,0.00095969404,0.00086676807,0.00038976735],"domain_scores_gemma":[0.9960942,0.00054233306,0.00066820363,0.00054124993,0.0019205497,0.00023343906],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015731257,0.00040226686,0.00071656646,0.00020294797,0.00040633805,0.0000024643434,0.00028162883,0.00051307265,0.0005501993],"category_scores_gemma":[0.013304608,0.0002965643,0.0000940958,0.00090585765,0.00014888954,0.00016101699,0.00037713078,0.001974419,0.0000036186088],"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":[0.00015708142,0.00022806376,0.6307281,0.00040419181,0.000008238837,7.3375e-7,0.0040124627,0.000026698424,0.000015104231,0.000001985844,0.36438075,0.000036577017],"study_design_scores_gemma":[0.0010091099,0.0009916133,0.98608667,0.0012780332,0.00004553131,8.9644016e-7,0.00418559,0.00038757155,0.000002004015,0.00014674987,0.005610173,0.00025604316],"about_ca_topic_score_codex":0.0026371444,"about_ca_topic_score_gemma":0.02557466,"teacher_disagreement_score":0.35877058,"about_ca_system_score_codex":0.00028145022,"about_ca_system_score_gemma":0.00042405212,"threshold_uncertainty_score":0.9999486},"labels":[],"label_agreement":null},{"id":"W4285493924","doi":"10.1186/s12873-022-00673-x","title":"Characterizing people with frequent emergency department visits and substance use: a retrospective cohort study of linked administrative data in Ontario, Alberta, and B.C., Canada","year":2022,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Institute for Clinical Evaluative Sciences; Alberta Health; Canada Research Chairs; University of Toronto; University of British Columbia; Stornoway Diamond (Canada); BC Centre for Disease Control; Vancouver General Hospital","funders":"Canadian Institutes of Health Research; Vancouver Coastal Health Research Institute; Canadian Association of Emergency Physicians","keywords":"Medicine; Emergency department; Retrospective cohort study; Cohort; Substance use; Family medicine; Medical prescription; Demography; Mental health; Cluster (spacecraft); Generalizability theory; Emergency medicine; Psychiatry; Internal medicine","score_opus":0.056877075128234755,"score_gpt":0.3003400854531923,"score_spread":0.24346301032495754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285493924","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":[0.99587226,0.0009790462,0.0000036970812,0.00022858489,0.00052883977,0.0020954665,0.000028522225,0.000013046639,0.0002505423],"genre_scores_gemma":[0.9969031,0.00043781844,0.00006527313,0.000034025183,0.00005201754,0.00025923783,0.00037540973,0.00002786623,0.001845222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972849,0.00010884407,0.00074922276,0.00072882266,0.0008136223,0.00031460988],"domain_scores_gemma":[0.99859655,0.00010340433,0.00031334307,0.0006970905,0.000112855996,0.00017676687],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034120903,0.0003150797,0.00084885646,0.00012525189,0.00015124194,0.000002008678,0.00015633997,0.000030437093,0.0017861322],"category_scores_gemma":[0.00011696233,0.0002419934,0.000020053312,0.00041450816,0.000041370673,0.00018023045,0.00010436259,0.00029160833,2.1926141e-7],"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":[0.00073677406,0.0004905741,0.9818357,0.000038024285,0.0003369243,0.00010007143,0.015750755,0.0000012265122,0.00013261118,0.000018278024,0.0005468624,0.000012174405],"study_design_scores_gemma":[0.0044377954,0.0022101647,0.98153424,0.000088261135,0.00046191306,0.000028870581,0.010774529,0.000028594828,0.000018471817,0.0000064180463,0.0002007329,0.00020998622],"about_ca_topic_score_codex":0.9293763,"about_ca_topic_score_gemma":0.99977624,"teacher_disagreement_score":0.07039997,"about_ca_system_score_codex":0.0006047304,"about_ca_system_score_gemma":0.00052682246,"threshold_uncertainty_score":0.9991264},"labels":[],"label_agreement":null},{"id":"W4285797140","doi":"10.1186/s12873-022-00684-8","title":"Study of the value of homocysteine levels in predicting cognitive dysfunction in patients after acute carbon monoxide poisoning","year":2022,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Heme Oxygenase-1 and Carbon Monoxide","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"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; Internal medicine; Homocysteine; Montreal Cognitive Assessment; Aspartate transaminase; Carbon monoxide poisoning; Creatinine; Gastroenterology; Alanine transaminase; Univariate analysis; Poison control; Multivariate analysis; Dementia; Emergency medicine","score_opus":0.015728592658562805,"score_gpt":0.2665038638013735,"score_spread":0.2507752711428107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285797140","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":[0.99790347,0.00043165236,0.000015432317,0.000017823137,0.0006378045,0.00060879544,0.000021425609,0.0000034782286,0.00036013624],"genre_scores_gemma":[0.9994942,0.000018494984,0.0000072772027,0.000019591096,0.00008611563,0.00015528414,0.00002705837,0.0000183575,0.00017361065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981935,0.00030980722,0.0006668017,0.0002885763,0.00035174092,0.00018956745],"domain_scores_gemma":[0.9993566,0.000017097951,0.00024555178,0.00026089043,0.00008613826,0.000033682652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048324722,0.00014246286,0.00025191784,0.00009414856,0.00003521619,4.3801805e-7,0.00016010803,0.000050176594,0.000056828176],"category_scores_gemma":[0.00024202505,0.00011339315,0.000056945875,0.00041647596,0.000037163023,0.0000035746907,0.00021456764,0.00016122224,9.825008e-8],"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":[0.00036794372,0.00037366658,0.9495963,0.000029195031,0.000054283293,0.0000025300603,0.0016143121,0.00031854404,0.04751935,0.0000011445641,0.00002560099,0.00009715062],"study_design_scores_gemma":[0.003600595,0.0018073582,0.97491413,0.000082159255,0.0000804679,8.894659e-7,0.0055278037,0.00023068696,0.013624815,0.000008109044,0.000014850147,0.00010811224],"about_ca_topic_score_codex":0.0009166463,"about_ca_topic_score_gemma":0.0009419127,"teacher_disagreement_score":0.03389453,"about_ca_system_score_codex":0.000034192704,"about_ca_system_score_gemma":0.000056279678,"threshold_uncertainty_score":0.46240386},"labels":[],"label_agreement":null},{"id":"W4294219073","doi":"10.1186/s12873-022-00707-4","title":"Implementation and facilitation of post-resuscitation debriefing: a comparative crossover study of two post-resuscitation debriefing frameworks","year":2022,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":14,"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 Manitoba; Hospital for Sick Children; McMaster University; McMaster Children's Hospital","funders":"","keywords":"Debriefing; Medicine; Thematic analysis; Interpersonal communication; Resuscitation; Nursing; Qualitative research; Medical education; Psychology; Emergency medicine; Social psychology","score_opus":0.16339412063112377,"score_gpt":0.4813603269169398,"score_spread":0.31796620628581607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294219073","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":[0.9895735,0.00045706407,0.002130955,0.0005658066,0.00423269,0.0021765337,0.00019852986,0.00003600098,0.00062896207],"genre_scores_gemma":[0.9975593,0.000024154062,0.0003276463,0.00072554155,0.00012895766,0.00032922172,0.00073219335,0.000021692242,0.00015129065],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99530035,0.0014381001,0.001688682,0.00039942536,0.000851652,0.00032181424],"domain_scores_gemma":[0.9918737,0.0022864137,0.001120533,0.00028193227,0.004341921,0.000095528354],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011368316,0.00023416459,0.0005094658,0.0004225625,0.0008529261,0.0000021558085,0.0001551108,0.000109268854,0.0016413855],"category_scores_gemma":[0.0030511378,0.00022118041,0.00006454057,0.0007622567,0.00014122273,0.00023251488,0.00014243434,0.0006667453,0.0000043900773],"study_design_candidate":"qualitative","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":[0.0010593655,0.0003329133,0.5042134,0.00071231084,0.00015442424,0.0000017483691,0.4538055,0.0009964956,0.016480971,0.0032442498,0.018273164,0.0007254958],"study_design_scores_gemma":[0.0048705996,0.0029726892,0.35202426,0.00027886336,0.00014574073,7.1557247e-7,0.6375461,0.0005352036,0.00011648363,0.00096064614,0.00035531863,0.00019336765],"about_ca_topic_score_codex":0.010548482,"about_ca_topic_score_gemma":0.0047868746,"teacher_disagreement_score":0.18374063,"about_ca_system_score_codex":0.00013725425,"about_ca_system_score_gemma":0.00020657026,"threshold_uncertainty_score":0.9992713},"labels":[],"label_agreement":null},{"id":"W4296309287","doi":"10.1186/s12873-022-00717-2","title":"Paramedic attitudes towards prehospital spinal care: a cross-sectional survey","year":2022,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":8,"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 Winnipeg; University of Manitoba","funders":"University of Manitoba","keywords":"Medicine; Cross-sectional study; Emergency medical services; Exploratory factor analysis; Likert scale; Logistic regression; Ordered logit; Family medicine; Medical emergency; Psychometrics; Clinical psychology; Psychology","score_opus":0.23813476635612693,"score_gpt":0.5432392984402448,"score_spread":0.3051045320841178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296309287","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":[0.9644107,0.0041012294,0.00016395905,0.0003122322,0.021322265,0.00085744594,0.00024290028,0.000111323025,0.008477951],"genre_scores_gemma":[0.98681897,0.0002606219,0.00009863236,0.0004916323,0.0033214588,0.0007319774,0.00092557416,0.00002983771,0.007321274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99575317,0.0007375889,0.0011818319,0.0004462635,0.0011895174,0.00069163385],"domain_scores_gemma":[0.998264,0.0002332031,0.00034410917,0.00034850682,0.00047663748,0.00033350484],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002545928,0.00021441284,0.00031563177,0.00015890833,0.0023896536,0.0000016359563,0.00035765494,0.000117679745,0.04390289],"category_scores_gemma":[0.000835418,0.00018372691,0.00007852404,0.000592601,0.00013320796,0.000121110155,0.00020579911,0.0010284316,0.00030620166],"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":[0.0006508966,0.000066217006,0.9674112,0.0007149318,0.000013387014,0.0000016334959,0.001270849,0.000071976356,0.00000327315,0.00025384725,0.02920591,0.00033584383],"study_design_scores_gemma":[0.0011823757,0.0009640598,0.9473789,0.000047526824,0.0000075292883,0.0000034516574,0.00052954484,0.00013061424,4.2826585e-7,0.00010336763,0.0494818,0.00017044706],"about_ca_topic_score_codex":0.0041733584,"about_ca_topic_score_gemma":0.0013182688,"teacher_disagreement_score":0.04359669,"about_ca_system_score_codex":0.00042903848,"about_ca_system_score_gemma":0.0015808297,"threshold_uncertainty_score":0.9989091},"labels":[],"label_agreement":null},{"id":"W4313279768","doi":"10.1186/s12873-022-00766-7","title":"Emergency department crowding negatively influences outcomes for adults presenting with asthma: a population-based retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"BMC 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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta","keywords":"Medicine; Emergency department; Crowding; Triage; Retrospective cohort study; Asthma; Population; Cohort; Odds; Odds ratio; Emergency medicine; Pediatrics; Internal medicine; Logistic regression","score_opus":0.03104046625089712,"score_gpt":0.3388510506844248,"score_spread":0.30781058443352766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313279768","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":[0.9872598,0.0013578,0.00058061595,0.0007940522,0.00285957,0.0054966696,0.00008770885,0.00018837451,0.0013754283],"genre_scores_gemma":[0.9933355,0.00014873862,0.00060601544,0.00009237344,0.000589372,0.003451178,0.00030358162,0.00007327568,0.0014000005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953515,0.00020427104,0.0013026417,0.000976963,0.001530616,0.0006340297],"domain_scores_gemma":[0.9977493,0.00016285267,0.0005935881,0.00052970747,0.000764534,0.0001999949],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010259652,0.0005269071,0.0010778278,0.0003246987,0.0012338002,0.000003628687,0.00025578687,0.00005008663,0.003032561],"category_scores_gemma":[0.0014182463,0.0003845869,0.000267222,0.0011258472,0.000081666534,0.00015320617,0.00014274809,0.00034076825,0.0000033248225],"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":[0.00074413297,0.000710531,0.982092,0.00027127477,0.0007446381,0.000016801316,0.0030331265,0.0002684327,0.000043099084,0.00010576683,0.011931443,0.000038721868],"study_design_scores_gemma":[0.0041276338,0.0038866962,0.97987694,0.00009315549,0.00073324825,0.0000052216237,0.009043528,0.0005640167,0.000021478056,0.00014760169,0.0010876133,0.00041285757],"about_ca_topic_score_codex":0.0013676074,"about_ca_topic_score_gemma":0.0012972914,"teacher_disagreement_score":0.010843829,"about_ca_system_score_codex":0.00030795764,"about_ca_system_score_gemma":0.00013970507,"threshold_uncertainty_score":0.9998606},"labels":[],"label_agreement":null},{"id":"W4318692987","doi":"10.1186/s12873-022-00768-5","title":"Improvement in the diagnosis and practices of emergency healthcare providers for heat emergencies after HEAT (heat emergency awareness & treatment) an educational intervention: a multicenter quasi-experimental study","year":2023,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":18,"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":"Wellcome Trust","keywords":"Medicine; Triage; Intervention (counseling); Emergency department; Emergency medicine; Health care; Medical emergency; Incidence (geometry); Nursing","score_opus":0.225836820786146,"score_gpt":0.47853732583013736,"score_spread":0.25270050504399133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318692987","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":[0.979789,0.0037698566,0.000020630288,0.009004379,0.0029505892,0.0042824754,0.000085270214,0.00003826597,0.00005948564],"genre_scores_gemma":[0.9845431,0.0074159014,0.00006145292,0.000112266614,0.00057381095,0.0064907437,0.0002805363,0.000044769098,0.00047744787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959082,0.00038409384,0.0014911395,0.00080214115,0.00069684227,0.000717589],"domain_scores_gemma":[0.9985377,0.00016748135,0.0003036347,0.0006017758,0.00007747247,0.00031191835],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012837591,0.000437907,0.0005034363,0.00021908735,0.00035976968,0.00000867642,0.00034359784,0.00009004848,0.012623099],"category_scores_gemma":[0.00035736282,0.00030612768,0.00016216264,0.0008400326,0.00010965944,0.0005752798,0.00015327737,0.00012774885,0.000042993794],"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":[0.0003524551,0.0067118164,0.9362062,0.0005515426,0.00003943713,0.000002046306,0.043370806,0.000024112756,0.0012565247,0.000007214412,0.010992978,0.00048482977],"study_design_scores_gemma":[0.0029275753,0.012797245,0.9013694,0.00018537026,0.00018769548,0.000003002095,0.07740729,0.0007232451,0.0002289371,0.00022765718,0.003494185,0.0004484235],"about_ca_topic_score_codex":0.033503313,"about_ca_topic_score_gemma":0.10664636,"teacher_disagreement_score":0.07314304,"about_ca_system_score_codex":0.00028148686,"about_ca_system_score_gemma":0.00005394633,"threshold_uncertainty_score":0.9999391},"labels":[],"label_agreement":null},{"id":"W4321452734","doi":"10.1186/s12873-023-00792-z","title":"Emergency department care experiences among members of equity-deserving groups: quantitative results from a cross-sectional mixed methods study","year":2023,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"Queen's University","keywords":"Medicine; Emergency department; Feeling; Health care; Indigenous; Kindness; Family medicine; Equity (law); Social psychology; Nursing; Psychology","score_opus":0.15100116427791552,"score_gpt":0.4855851782020859,"score_spread":0.33458401392417036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321452734","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":[0.96919227,0.009176414,0.0005304358,0.000104060025,0.012617574,0.0012942461,0.00016012178,0.00025894743,0.0066659455],"genre_scores_gemma":[0.990397,0.0035966195,0.0025037257,0.0000145688955,0.0010327563,0.0005551431,0.00067503453,0.00006200049,0.0011631992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936936,0.0005562454,0.0025015622,0.0011134791,0.0014551465,0.000679991],"domain_scores_gemma":[0.99657094,0.00053335365,0.00069164176,0.00080804975,0.001088855,0.0003071267],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002311968,0.0005421594,0.0011065517,0.00044701985,0.00045211765,0.0000048729403,0.00045967387,0.00016409127,0.0036011538],"category_scores_gemma":[0.004662092,0.00042295968,0.00038859423,0.0020556722,0.00042229355,0.00024260709,0.000547281,0.00032670345,0.00003070316],"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":[0.0008532762,0.0003621355,0.8257824,0.00042303227,0.00083994865,0.000036931986,0.13758269,0.00007288747,0.0025889664,0.00011635258,0.030967155,0.0003741976],"study_design_scores_gemma":[0.0022503992,0.0016594237,0.6765726,0.00018785639,0.00035354047,0.0000013904194,0.3166479,0.00024527506,0.00074087817,0.0002615987,0.0007665199,0.00031259336],"about_ca_topic_score_codex":0.0029442692,"about_ca_topic_score_gemma":0.002489025,"teacher_disagreement_score":0.1790652,"about_ca_system_score_codex":0.000111589325,"about_ca_system_score_gemma":0.00012501537,"threshold_uncertainty_score":0.9998222},"labels":[],"label_agreement":null},{"id":"W4378173423","doi":"10.1186/s12873-023-00824-8","title":"Systematic review on the current state of disaster preparation Simulation Exercises (SimEx)","year":2023,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":37,"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; Current (fluid); Intensive care medicine; Medical emergency","score_opus":0.3545684246337625,"score_gpt":0.568807745656232,"score_spread":0.21423932102246956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378173423","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":[0.0000040263817,0.97677106,0.0005192787,0.00010120117,0.0036324353,0.015625395,0.00002819033,0.000080558144,0.0032378538],"genre_scores_gemma":[0.0000052256096,0.9685285,0.0000016191885,0.000088244844,0.000364491,0.0036882125,0.00019240612,0.00006974154,0.027061567],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.991336,0.0032600046,0.0038437378,0.0004152191,0.0007914045,0.0003536287],"domain_scores_gemma":[0.99358624,0.0023806961,0.0025221633,0.0012202201,0.00020135708,0.00008934521],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036951194,0.00046123972,0.0027603614,0.0002606737,0.00020161502,0.0000017174333,0.00045311582,0.00007260344,0.0010157881],"category_scores_gemma":[0.0031620525,0.00022038959,0.0003989435,0.0007895082,0.000046267047,0.000060361348,0.00017176163,0.00046104498,0.0017492268],"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":[0.000019411504,0.00003858936,6.147696e-7,0.915038,0.00013192922,4.1257084e-7,0.0012479404,0.0000119074,1.05824745e-8,0.00017892261,0.05322255,0.030109724],"study_design_scores_gemma":[0.000071366354,0.00007459568,0.0000020863633,0.60025066,0.0027593158,4.9429563e-8,0.000120756486,0.000061630446,4.605129e-9,0.000121851364,0.39642128,0.000116378214],"about_ca_topic_score_codex":0.000012549225,"about_ca_topic_score_gemma":0.000047752696,"teacher_disagreement_score":0.34319875,"about_ca_system_score_codex":0.00010838284,"about_ca_system_score_gemma":0.00022060549,"threshold_uncertainty_score":0.9998974},"labels":[],"label_agreement":null},{"id":"W4386851412","doi":"10.1186/s12873-023-00863-1","title":"Relationship between systolic blood pressure and mortality in older vs younger trauma patients – a retrospective multicentre observational study","year":2023,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Ottawa Hospital; Public Health Ontario; University of Toronto; University of Ottawa; Université Laval","funders":"Fonds de Recherche du Québec - Santé; Université Laval","keywords":"Medicine; Blood pressure; Logistic regression; Observational study; Retrospective cohort study; Internal medicine; Injury Severity Score; Population; Mortality rate; Emergency medicine; Poison control; Injury prevention","score_opus":0.1742649413591173,"score_gpt":0.3855216919319466,"score_spread":0.21125675057282928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386851412","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":[0.9934957,0.0015316136,0.0000045449046,0.0004635269,0.0011792892,0.001816407,0.00004848131,0.00015319727,0.0013072226],"genre_scores_gemma":[0.9968731,0.000110318615,0.000024947945,0.00002454212,0.00067141984,0.00017485715,0.0002561269,0.00003690092,0.0018277925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99698794,0.0001641607,0.0009587216,0.00062040146,0.0008474212,0.00042134267],"domain_scores_gemma":[0.99871844,0.00018882047,0.00016705994,0.00038660408,0.00035013116,0.00018894764],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060243445,0.0003113136,0.0007037581,0.00032325217,0.0001843659,0.0000025930187,0.00010369318,0.00012551316,0.0004288067],"category_scores_gemma":[0.001736732,0.00025333045,0.00008733336,0.0013111162,0.00010118375,0.00016467192,0.000072221876,0.00033192374,0.000023253027],"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":[0.00008739552,0.0005533919,0.9858377,0.00043753127,0.00039202796,0.000012833905,0.0088415835,0.0000042266183,0.000009730832,0.00008618158,0.0036745674,0.00006285152],"study_design_scores_gemma":[0.005984016,0.0006112106,0.98757505,0.00018202153,0.0022650321,0.0000011717216,0.0027656793,0.00005218749,0.000002548564,0.00015586581,0.00018711289,0.00021811579],"about_ca_topic_score_codex":0.001041845,"about_ca_topic_score_gemma":0.001420355,"teacher_disagreement_score":0.0060759042,"about_ca_system_score_codex":0.000039498573,"about_ca_system_score_gemma":0.000047241632,"threshold_uncertainty_score":0.9999919},"labels":[],"label_agreement":null},{"id":"W4387439982","doi":"10.1186/s12873-023-00889-5","title":"Raring to go? A cross-sectional survey of student paramedics on how well they perceive their UK pre-registration course to be preparing them to manage suspected seizures","year":2023,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Trent University; Department of Health and Social Care; Nottingham Trent University; Teesside University; Liverpool John Moores University; Birmingham City University; Bucks New University; Oxford Brookes University; Bournemouth University; Edge Hill University; De Montfort University; National Institute for Health and Care Research","keywords":"Medicine; CLARITY; Cross-sectional study; Vocational education; Low Confidence; Confidence interval; Apprenticeship; Family medicine; Medical education; Medical emergency; Psychology","score_opus":0.1451118704672384,"score_gpt":0.42375810441885897,"score_spread":0.2786462339516206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387439982","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":[0.9859419,0.00007812652,0.00035922675,0.002499347,0.0008804998,0.0024484927,0.00007263303,0.0001540083,0.0075657973],"genre_scores_gemma":[0.9843964,0.00018737343,0.0001435832,0.00017006807,0.0005147126,0.0003095044,0.00034424986,0.000049489212,0.013884638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996214,0.00020357539,0.0006940465,0.000729138,0.0015313684,0.0006278812],"domain_scores_gemma":[0.99735755,0.00040209075,0.00014579107,0.0007850114,0.00056077767,0.0007487866],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018129699,0.00035168565,0.00057623745,0.0003716319,0.00016499446,0.000018375338,0.00032551732,0.00010867326,0.0007977894],"category_scores_gemma":[0.0017695673,0.00024932134,0.00012392655,0.0011330287,0.00008086555,0.000055289864,0.00017314803,0.0002686531,0.00019454045],"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":[0.0016729244,0.00042900653,0.95891404,0.00016357885,0.00031850155,0.000042790518,0.005837952,0.0009346997,0.0017624092,0.00012562105,0.029607663,0.00019079297],"study_design_scores_gemma":[0.0016130287,0.0029236353,0.99192077,0.00027438722,0.00006550771,0.000011703452,0.0011731966,0.00030177654,0.0005257591,0.00006254002,0.00093446154,0.00019325704],"about_ca_topic_score_codex":0.001973702,"about_ca_topic_score_gemma":0.009901737,"teacher_disagreement_score":0.033006687,"about_ca_system_score_codex":0.00022482575,"about_ca_system_score_gemma":0.00017467937,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W4387608936","doi":"10.1186/s12873-023-00875-x","title":"Assessment of frailty by paramedics using the clinical frailty scale - an inter-rater reliability and accuracy study","year":2023,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Dalhousie University; University of Ottawa","funders":"Université de Genève","keywords":"Medicine; Intraclass correlation; Reliability (semiconductor); Inter-rater reliability; Physical therapy; Rating scale; Psychometrics; Clinical psychology; Statistics","score_opus":0.21077951297388997,"score_gpt":0.4974620241257844,"score_spread":0.2866825111518944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387608936","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":[0.98996615,0.00028483674,0.0019821613,0.002700557,0.0026634117,0.0016916882,0.000031165077,0.00014235589,0.0005376799],"genre_scores_gemma":[0.9957688,0.0005424758,0.0011029869,0.00022406944,0.00086512225,0.000060326784,0.00010988244,0.000052441832,0.0012739256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99499846,0.0007300852,0.001966838,0.00080048956,0.0010303459,0.0004738078],"domain_scores_gemma":[0.99627197,0.0009318941,0.00043750423,0.0015551568,0.0003789753,0.0004244794],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044606235,0.00035842575,0.0009614911,0.00013761564,0.00016480853,0.00000613054,0.0003884736,0.00020125044,0.0012471409],"category_scores_gemma":[0.004019803,0.00021731397,0.00014337865,0.00080828846,0.0007841602,0.00018082344,0.00027859653,0.0007416152,0.000011967431],"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":[0.00010701547,0.0010404694,0.9554704,0.00022646284,0.00010801161,0.000008573698,0.0021464964,0.000015408184,0.0014976844,0.0000054090456,0.036259755,0.0031143478],"study_design_scores_gemma":[0.0038534342,0.0031949114,0.9633622,0.00028574455,0.0005101385,0.000014715228,0.0068566473,0.015111814,0.00008495783,0.00021572062,0.0062748687,0.00023482279],"about_ca_topic_score_codex":0.001075106,"about_ca_topic_score_gemma":0.00038534906,"teacher_disagreement_score":0.029984888,"about_ca_system_score_codex":0.000066988854,"about_ca_system_score_gemma":0.00023739795,"threshold_uncertainty_score":0.99966586},"labels":[],"label_agreement":null},{"id":"W4388967593","doi":"10.1186/s12873-023-00911-w","title":"Characterizing intubation practices in response to the COVID-19 pandemic: a survey of the Canadian COVID-19 Emergency Department Rapid Response Network (CCEDRRN) sites","year":2023,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Airway Management and Intubation Techniques","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":true,"ca_institutions":"University of British Columbia; George & Fay Yee Centre for Healthcare Innovation; Dalhousie University; Université Laval; University of Alberta; University of Manitoba","funders":"","keywords":"Medicine; Intubation; Emergency department; Pandemic; Coronavirus disease 2019 (COVID-19); Logistic regression; Personal protective equipment; Emergency medicine; Family medicine; Medical emergency; Airway management; Nursing; Anesthesia; Internal medicine","score_opus":0.22705180336127034,"score_gpt":0.42517481563701637,"score_spread":0.19812301227574602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388967593","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":[0.89948994,0.000651354,0.0005719773,0.09360081,0.001543689,0.0028872453,0.00006052153,0.00023482845,0.00095962227],"genre_scores_gemma":[0.9799643,0.004961201,0.000060693415,0.0032298167,0.00048307414,0.0004752755,0.0004439371,0.00005123351,0.010330424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934508,0.003196332,0.0013620228,0.00053891295,0.0008363284,0.00061557797],"domain_scores_gemma":[0.9954143,0.0016841247,0.00090039574,0.00097049616,0.00032032354,0.0007103588],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.020333568,0.0003147921,0.0004910252,0.00082138984,0.00050703494,0.000008706898,0.0005519637,0.00016448136,0.006870886],"category_scores_gemma":[0.07282513,0.00020103398,0.00011801769,0.004256017,0.00013545691,0.00016823273,0.00019045768,0.00035811932,0.000054257544],"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":[0.0050013796,0.000041637708,0.6288416,0.00015920962,0.0000511177,0.0000034934199,0.0035820277,0.00016295545,0.00217493,0.00005165218,0.35931948,0.0006105562],"study_design_scores_gemma":[0.0006103299,0.0011121209,0.6159019,0.00007297598,0.00007020019,0.00000233394,0.00052837207,0.00042909762,0.000028685454,0.00010395037,0.3809903,0.00014973045],"about_ca_topic_score_codex":0.08782693,"about_ca_topic_score_gemma":0.56190693,"teacher_disagreement_score":0.47407997,"about_ca_system_score_codex":0.00079905876,"about_ca_system_score_gemma":0.0017871234,"threshold_uncertainty_score":0.994037},"labels":[],"label_agreement":null},{"id":"W4390655788","doi":"10.1186/s12873-023-00926-3","title":"The impact of the COVID-19 pandemic on transfers between long-term care and emergency departments across Alberta","year":2024,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Alberta Health; Alberta Health Services","funders":"Alberta Innovates","keywords":"Pandemic; Medicine; Triage; Emergency department; Coronavirus disease 2019 (COVID-19); Population; Long-term care; Family medicine; Medical emergency; Emergency medicine; Health care; Nursing; Environmental health; Disease","score_opus":0.11862267756645398,"score_gpt":0.5023162338149078,"score_spread":0.3836935562484538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390655788","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":[0.97470945,0.013150187,0.00008273274,0.001668014,0.0075792605,0.0010166538,0.00012906341,0.00005857986,0.0016060504],"genre_scores_gemma":[0.9881101,0.0067241476,0.0000012840426,0.000031132306,0.001017682,0.00007223611,0.0000694502,0.00003528285,0.0039386726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974088,0.0004269926,0.0008449691,0.0003554681,0.0003948085,0.00056897383],"domain_scores_gemma":[0.9980802,0.0008820153,0.00014119603,0.0005149533,0.00009902812,0.0002826192],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070537784,0.00026085958,0.00036810248,0.000066796136,0.0010408006,0.000002805084,0.00032795177,0.00017374982,0.0013939661],"category_scores_gemma":[0.0005223319,0.00012162079,0.00025319614,0.00053641514,0.00017716923,0.000048165042,0.000065188855,0.00046561443,0.000026625692],"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":[0.00008705601,0.000012359552,0.91200966,0.0008069185,0.000118080265,0.000001023643,0.030532036,0.000003367582,0.00007494217,0.00003066767,0.053856432,0.0024674742],"study_design_scores_gemma":[0.000858722,0.00061610545,0.9842738,0.0002823443,0.00023870573,0.0000028331103,0.005836198,0.0000064104483,0.0000066440966,0.00025575195,0.0074672434,0.0001552518],"about_ca_topic_score_codex":0.0071896813,"about_ca_topic_score_gemma":0.014761155,"teacher_disagreement_score":0.07226415,"about_ca_system_score_codex":0.00025888564,"about_ca_system_score_gemma":0.00041719174,"threshold_uncertainty_score":0.9995189},"labels":[],"label_agreement":null},{"id":"W4391843545","doi":"10.1186/s12873-024-00947-6","title":"Developing a set of emergency department performance measures to evaluate delirium care quality for older adults: a modified e-Delphi study","year":2024,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; University of Manitoba; Ottawa Hospital; Manitoba Health","funders":"Canadian Institutes of Health Research; Canadian Nurses Foundation; Research Manitoba","keywords":"Medicine; Delphi method; Emergency department; Likert scale; Delirium; Quality management; Qualitative research; Quality (philosophy); Delphi; Family medicine; Nursing; Psychiatry; Psychology; Operations management; Artificial intelligence","score_opus":0.14738860458030317,"score_gpt":0.4318798127285939,"score_spread":0.2844912081482907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391843545","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":[0.9380012,0.007535733,0.038106125,0.0025211978,0.0060417578,0.0067018243,0.00010092868,0.00017171851,0.0008195033],"genre_scores_gemma":[0.9946396,0.000602007,0.00100477,0.00090084254,0.0007043103,0.0013096633,0.00033406547,0.00009660325,0.00040815084],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954657,0.00021422446,0.0016806298,0.00085976475,0.001185442,0.00059422525],"domain_scores_gemma":[0.97980005,0.00014806616,0.00019022485,0.0005547522,0.019041952,0.00026495618],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013538114,0.00049875246,0.00091674324,0.00055513764,0.00013777832,0.0000032525616,0.00023805759,0.00011590357,0.0005912911],"category_scores_gemma":[0.00930822,0.00039194417,0.00029572973,0.001088952,0.00006498202,0.00009764752,0.00009256009,0.00023537735,0.000028256069],"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":[0.016510451,0.0014970565,0.28715718,0.056107312,0.004717841,0.000078658864,0.3153167,0.00040326687,0.0058037145,0.001050831,0.201482,0.10987497],"study_design_scores_gemma":[0.019427935,0.01344587,0.35803422,0.01397092,0.004823651,0.000026730731,0.5626373,0.005182,0.005009007,0.0004355451,0.014770158,0.002236669],"about_ca_topic_score_codex":0.00024971354,"about_ca_topic_score_gemma":0.00046077874,"teacher_disagreement_score":0.24732059,"about_ca_system_score_codex":0.00026108802,"about_ca_system_score_gemma":0.000495751,"threshold_uncertainty_score":0.99985325},"labels":[],"label_agreement":null},{"id":"W4391880250","doi":"10.1186/s12873-024-00943-w","title":"Identifying quality indicators to measure workplace violence in healthcare settings: a rapid review","year":2024,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":19,"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; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Operationalization; Health care; Medicine; Quality (philosophy); Psychological intervention; Quality management; Nursing; Service (business); Business","score_opus":0.19629948077115567,"score_gpt":0.4886136698136104,"score_spread":0.2923141890424547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391880250","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":[0.0000105460085,0.98161525,0.000043281907,0.006573349,0.0057939533,0.0034442074,0.000019739053,0.00022378236,0.00227589],"genre_scores_gemma":[0.000019926536,0.99411,0.00011094893,0.0007561647,0.002210309,0.000723004,0.0000579968,0.00008952513,0.001922146],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98926884,0.0030283812,0.0030830663,0.0014220619,0.0019807178,0.0012169576],"domain_scores_gemma":[0.9968418,0.00042548543,0.0009897646,0.00085958507,0.00018778555,0.0006955995],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01572331,0.0007948803,0.003177399,0.0011990857,0.00045943988,0.000028282038,0.0014489355,0.0006037956,0.001677198],"category_scores_gemma":[0.0053507076,0.000607376,0.0006460999,0.009170712,0.00022727829,0.00018317626,0.00025770086,0.0015824203,0.00081880915],"study_design_candidate":"design_other","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":[0.000005114381,0.000030947067,0.0011817039,0.20299727,0.00005356767,0.000019341574,0.0028267736,7.3096665e-8,1.1426764e-7,0.0006094804,0.083230846,0.70904475],"study_design_scores_gemma":[0.00004890591,0.00002634261,0.000025491969,0.42716956,0.00043912168,0.0000016442549,0.0012103433,6.93568e-8,2.227168e-8,0.00015980747,0.5705404,0.00037825303],"about_ca_topic_score_codex":0.004825445,"about_ca_topic_score_gemma":0.005944812,"teacher_disagreement_score":0.7086665,"about_ca_system_score_codex":0.0006897246,"about_ca_system_score_gemma":0.0018425079,"threshold_uncertainty_score":0.9999592},"labels":[],"label_agreement":null},{"id":"W4392190722","doi":"10.1186/s12873-024-00951-w","title":"Mortality of traumatic chest injury and its predictors across sub-saharan Africa: systematic review and meta-analysis, 2024","year":2024,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":13,"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; Funnel plot; Meta-analysis; Publication bias; Checklist; Systematic review; Mortality rate; Observational study; MEDLINE; Emergency medicine; Surgery; Internal medicine","score_opus":0.277234798528318,"score_gpt":0.44294460313188155,"score_spread":0.16570980460356355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392190722","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":[0.00007067099,0.9910443,0.000011789193,0.00020818775,0.0005659587,0.0069293967,0.00035711005,0.00009244098,0.0007201501],"genre_scores_gemma":[0.00035503082,0.9917543,0.000015347998,0.00004461788,0.00018508788,0.0015008963,0.0002445549,0.000091569345,0.005808622],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9927963,0.0004700063,0.004152573,0.0010684015,0.0010210379,0.0004916731],"domain_scores_gemma":[0.9965947,0.0002960993,0.0012867679,0.0012143388,0.00019316928,0.00041487886],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030542307,0.0010745935,0.015748393,0.00070608535,0.00007087388,0.000012397983,0.0003263648,0.00030593635,0.002067529],"category_scores_gemma":[0.0011828125,0.00059771375,0.0026554544,0.0029754902,0.00019955015,0.00011766355,0.00020842737,0.00051780156,0.000047407666],"study_design_candidate":"systematic_review","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":[0.000002912747,0.0000882968,0.000058425932,0.8417465,0.13735679,0.00001318322,0.00017803888,2.1205429e-8,1.7150874e-7,0.00004585555,0.020282015,0.00022778663],"study_design_scores_gemma":[0.00016823308,0.00019041623,0.00024306253,0.13479029,0.83271044,0.00001390177,0.000061535386,0.000007743048,2.4845042e-7,0.000015158727,0.031452432,0.00034652906],"about_ca_topic_score_codex":0.000056733297,"about_ca_topic_score_gemma":0.00009454234,"teacher_disagreement_score":0.7069562,"about_ca_system_score_codex":0.000054453718,"about_ca_system_score_gemma":0.00009124614,"threshold_uncertainty_score":0.99964744},"labels":[],"label_agreement":null},{"id":"W4393235856","doi":"10.1186/s12873-024-00970-7","title":"A mapping review of interventions to address patients who frequently seek care in the emergency department","year":2024,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","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":"Alberta Health Services; Alberta Health; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Psychological intervention; Emergency department; Observational study; Intervention (counseling); Health care; Population; Phone; MEDLINE; Systematic review; Family medicine; Nursing; Environmental health","score_opus":0.12248133636284203,"score_gpt":0.43543655694426386,"score_spread":0.31295522058142183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393235856","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":[0.000040973988,0.976106,0.000021283686,0.0005608039,0.0064246636,0.0062408214,0.00036587892,0.00005030145,0.010189276],"genre_scores_gemma":[0.000025915513,0.99372256,0.000053794007,0.00022124867,0.000982549,0.001957928,0.0013554428,0.000101765196,0.001578822],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925967,0.0005133009,0.0042481073,0.00089663634,0.0011461535,0.0005990933],"domain_scores_gemma":[0.9970159,0.00008520297,0.0007681904,0.001144402,0.0007625309,0.00022375137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010908864,0.0009106235,0.003649878,0.0008136724,0.0001112909,0.0000021193628,0.0007055265,0.00021397178,0.0029467666],"category_scores_gemma":[0.001485313,0.00051879266,0.002082355,0.0031778563,0.00009142135,0.000044728757,0.0002973374,0.0007591726,0.00014630267],"study_design_candidate":"systematic_review","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":[0.000007969725,0.00017917193,0.0006157152,0.5874029,0.0003872421,0.00002058256,0.0023122767,6.385806e-8,1.3589927e-7,0.00006624504,0.3650642,0.04394353],"study_design_scores_gemma":[0.00022745773,0.00049079326,0.00034724845,0.40265825,0.004164597,0.000006904839,0.00097433804,1.5760071e-7,9.2369916e-8,0.000017413297,0.5908461,0.000266645],"about_ca_topic_score_codex":0.00011650286,"about_ca_topic_score_gemma":0.00043444123,"teacher_disagreement_score":0.2257819,"about_ca_system_score_codex":0.00024107173,"about_ca_system_score_gemma":0.00024933813,"threshold_uncertainty_score":0.99972636},"labels":[],"label_agreement":null},{"id":"W4393389018","doi":"10.1186/s12873-024-00972-5","title":"Paramedic attitudes and experiences working as a community paramedic: a qualitative survey","year":2024,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","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":true,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Thematic analysis; Medicine; Perspective (graphical); Nursing; Health care; Medical education; Qualitative research","score_opus":0.20000079852029604,"score_gpt":0.4708773974793684,"score_spread":0.27087659895907235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393389018","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":[0.87271196,0.110310145,0.00032020593,0.0016440287,0.0048629823,0.0004668197,0.000010271335,0.000261961,0.009411618],"genre_scores_gemma":[0.9796923,0.015902631,0.00019090794,0.00030176205,0.0009713649,0.00021612998,0.000105495325,0.00004206989,0.0025773305],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9963815,0.0009508475,0.0008913468,0.0005241985,0.000747957,0.0005041454],"domain_scores_gemma":[0.99726063,0.0015720405,0.00011465482,0.0004660449,0.00022628435,0.00036032294],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033649534,0.00041427536,0.000785769,0.00024574992,0.00044210977,0.0000105186355,0.0002132393,0.00014678451,0.0025454964],"category_scores_gemma":[0.0047286307,0.00028621897,0.00013151334,0.001007905,0.0010377916,0.00013362912,0.0001537679,0.000828247,0.000060402013],"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":[0.00036211012,0.000291774,0.16200027,0.0025513656,0.0008539571,0.00011851462,0.63007,6.352382e-7,0.0002766752,0.0013762345,0.19709176,0.005006737],"study_design_scores_gemma":[0.0022722501,0.0036630295,0.18117973,0.007961345,0.00084470195,0.00024535344,0.7472102,0.0003947413,0.00013717273,0.0029186918,0.052046556,0.001126205],"about_ca_topic_score_codex":0.0031970658,"about_ca_topic_score_gemma":0.001400704,"teacher_disagreement_score":0.14504519,"about_ca_system_score_codex":0.000053001768,"about_ca_system_score_gemma":0.00018146801,"threshold_uncertainty_score":0.999959},"labels":[],"label_agreement":null},{"id":"W4394845221","doi":"10.1186/s12873-024-00986-z","title":"Exploring paramedic perspectives on emergency medical service (EMS) delivery in Alberta: a qualitative study","year":2024,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":7,"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; University of Calgary","funders":"","keywords":"Thematic analysis; Medicine; Workforce; Emergency medical services; Nursing; Qualitative research; Service provider; Service delivery framework; Medical emergency; Service (business); Business","score_opus":0.17761921788669918,"score_gpt":0.42326982679855923,"score_spread":0.24565060891186005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394845221","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":[0.9307313,0.030639678,0.00008216408,0.0114581175,0.009595083,0.0012931788,0.000009386602,0.0002614086,0.01592967],"genre_scores_gemma":[0.94667894,0.046395775,0.000033661596,0.00023692778,0.0028977143,0.0007074372,0.000044002547,0.000100729936,0.002904843],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9935709,0.0005382503,0.0017520351,0.0013274308,0.0019998245,0.0008115567],"domain_scores_gemma":[0.9974522,0.00072793313,0.00013720627,0.0006790476,0.00047512585,0.0005284677],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002052832,0.0006909403,0.0011372184,0.00085495925,0.00018377653,0.000004456702,0.00036646007,0.00017856354,0.011698587],"category_scores_gemma":[0.0031674954,0.000512956,0.0002824969,0.0029131377,0.00018346925,0.00035344178,0.00016514199,0.0010884968,0.00041025042],"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":[0.00075464614,0.0022954461,0.023551937,0.0018818073,0.0011666503,0.00075981615,0.89212817,0.000009279948,0.00020736817,0.0031907333,0.07152339,0.002530749],"study_design_scores_gemma":[0.003516313,0.0037612917,0.024473155,0.0035674388,0.000747089,0.000045957506,0.9454365,0.0010302212,0.00002759973,0.0006366765,0.015885748,0.00087200466],"about_ca_topic_score_codex":0.0064389016,"about_ca_topic_score_gemma":0.009080665,"teacher_disagreement_score":0.055637646,"about_ca_system_score_codex":0.00022816141,"about_ca_system_score_gemma":0.0003203648,"threshold_uncertainty_score":0.9997322},"labels":[],"label_agreement":null},{"id":"W4395030297","doi":"10.1186/s12873-024-00990-3","title":"Predicting the need for urgent endoscopic intervention in lower gastrointestinal bleeding: a retrospective review","year":2024,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"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 Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Emergency department; Logistic regression; Retrospective cohort study; Gastrointestinal bleeding; Emergency medicine; Univariate analysis; Multivariate analysis; Internal medicine","score_opus":0.1050364743123973,"score_gpt":0.403851381828657,"score_spread":0.2988149075162597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395030297","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":[0.000052421237,0.9867451,0.00017450986,0.0015877311,0.0037078667,0.0067300717,0.00004161049,0.00014018522,0.0008204782],"genre_scores_gemma":[0.00012783305,0.9908976,0.0006130504,0.00008160854,0.002335128,0.0032519195,0.00031415923,0.00015225235,0.0022264349],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9946969,0.00017113889,0.0026325288,0.0010602206,0.0006942039,0.0007450088],"domain_scores_gemma":[0.997331,0.0004298304,0.00087753043,0.0006672605,0.00034898522,0.0003453472],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019028019,0.0009419698,0.003141326,0.00049851567,0.00011304072,0.0000121464755,0.0003368749,0.00013238762,0.0012901326],"category_scores_gemma":[0.0056812083,0.00051222567,0.0015889319,0.001261774,0.00013299008,0.000061781895,0.00015189177,0.0010407703,0.00008067105],"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":[0.00014608276,0.0016125196,0.0617592,0.66065097,0.0012604609,0.0003255495,0.0002082784,7.346831e-7,0.00000505431,0.0007372375,0.20876238,0.06453155],"study_design_scores_gemma":[0.0012801776,0.0036725462,0.0012209759,0.68807334,0.014697985,0.00081308687,0.00010685724,0.00007752925,2.922465e-7,0.00011160998,0.28967276,0.00027282973],"about_ca_topic_score_codex":0.00018500711,"about_ca_topic_score_gemma":0.00008661246,"teacher_disagreement_score":0.080910385,"about_ca_system_score_codex":0.0007984639,"about_ca_system_score_gemma":0.00037585848,"threshold_uncertainty_score":0.9997329},"labels":[],"label_agreement":null},{"id":"W4396223468","doi":"10.1186/s12873-024-00988-x","title":"Association of inflammatory biomarkers with overall survival in burn patients: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":23,"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; Meta-analysis; Internal medicine; Procalcitonin; Confidence interval; Strictly standardized mean difference; Biomarker; Sepsis","score_opus":0.07759483185491374,"score_gpt":0.36304160196034446,"score_spread":0.28544677010543074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396223468","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":[0.000008787312,0.99406874,0.000012439647,0.0003803152,0.00032542183,0.0041128765,0.000030293028,0.000034249784,0.0010268755],"genre_scores_gemma":[0.000009685989,0.9872289,0.000031612926,0.00006780614,0.00006916421,0.00038114996,0.0002774747,0.000053771753,0.011880472],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9946359,0.0006232013,0.0029335388,0.00053344277,0.0009982362,0.0002756882],"domain_scores_gemma":[0.99699306,0.00024226253,0.0017391753,0.0006524691,0.0002535923,0.000119430675],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029764003,0.00061502453,0.01119897,0.0012258216,0.000019843332,0.0000038629933,0.00017846188,0.00020046922,0.0014460174],"category_scores_gemma":[0.0009799753,0.00031024203,0.0016255047,0.0022053353,0.000048126327,0.000074170996,0.00008153928,0.00031821153,0.000019315738],"study_design_candidate":"meta_analysis","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":[0.000008241233,0.00004143636,0.004023783,0.799852,0.19150387,0.0000062728514,0.000033797583,4.268079e-8,7.6021385e-9,0.000060931212,0.004415993,0.000053622734],"study_design_scores_gemma":[0.00040594203,0.0001443838,0.00044656926,0.10163737,0.86972916,0.0000011937235,0.000021758757,0.0000024873975,6.730677e-9,0.000008406401,0.027372349,0.00023034714],"about_ca_topic_score_codex":0.00008551682,"about_ca_topic_score_gemma":0.00026407838,"teacher_disagreement_score":0.69821465,"about_ca_system_score_codex":0.00019994134,"about_ca_system_score_gemma":0.00008959547,"threshold_uncertainty_score":0.999935},"labels":[],"label_agreement":null},{"id":"W4397015317","doi":"10.1186/s12873-024-00996-x","title":"Effectiveness of implementation strategies for increasing clinicians’ use of five validated imaging decision rules for musculoskeletal injuries: a systematic review","year":2024,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Foot and Ankle Surgery","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; MEDLINE; Intensive care medicine; Physical therapy; Medical physics","score_opus":0.12355144429649276,"score_gpt":0.4850489771549789,"score_spread":0.3614975328584862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397015317","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":[0.00069070735,0.97987765,0.004665006,0.000017824086,0.0018343178,0.012402732,0.00044151564,0.00005188613,0.00001833188],"genre_scores_gemma":[0.00024039931,0.99363005,0.0012297122,0.000009779153,0.0003576154,0.0016532126,0.0027061617,0.00012434639,0.00004869568],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99335265,0.00081611983,0.00435859,0.0005903809,0.00054257346,0.00033970486],"domain_scores_gemma":[0.9905397,0.0058737043,0.0019134159,0.00059403066,0.00096638233,0.00011273538],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006050142,0.00062733365,0.006255214,0.00064347766,0.00005856808,0.000008282508,0.00018621222,0.00017615496,0.000101331],"category_scores_gemma":[0.008068732,0.00039701923,0.0018679543,0.0007594788,0.00013419635,0.00021211867,0.000064383756,0.00020144938,0.000004323009],"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":[0.0001957648,0.00006507391,0.00005836879,0.97792095,0.00089662196,0.0000019703177,0.000081853665,1.5454584e-7,0.00003335535,0.00020936123,0.002542507,0.017994007],"study_design_scores_gemma":[0.0008629949,0.0005649904,0.000037617905,0.9428801,0.04284044,0.000018602233,0.0005392116,0.000037451,0.0000075609137,0.0004117529,0.011500837,0.00029847233],"about_ca_topic_score_codex":0.00017549725,"about_ca_topic_score_gemma":0.000016333353,"teacher_disagreement_score":0.04194382,"about_ca_system_score_codex":0.00009883389,"about_ca_system_score_gemma":0.00078357256,"threshold_uncertainty_score":0.9998482},"labels":[],"label_agreement":null},{"id":"W4400774871","doi":"10.1186/s12873-024-01040-8","title":"What role does compassion have on quality care ratings? A regression analysis and validation of the SCQ in emergency department patients","year":2024,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saskatchewan Health Quality Council; Acadia University; University of Calgary","funders":"University of Calgary","keywords":"Emergency department; Medicine; Compassion; Multilevel model; Self-compassion; Stepwise regression; Demographics; Patient experience; Analysis of variance; Empathy; Clinical psychology; Family medicine; Demography; Health care; Nursing; Psychiatry; Mindfulness; Internal medicine","score_opus":0.047776741775168996,"score_gpt":0.40395394646623933,"score_spread":0.35617720469107034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400774871","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":[0.9871872,0.0024279074,0.0011541423,0.0005672228,0.0069548893,0.00036573442,0.000027971515,0.000021317928,0.0012935929],"genre_scores_gemma":[0.9975192,0.00010618596,0.000008379141,0.0000087023245,0.0001138028,0.00040547308,0.000103110644,0.000011786641,0.0017233401],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974525,0.00051232544,0.0010147153,0.00041560194,0.00043512526,0.0001697471],"domain_scores_gemma":[0.99897736,0.00007042425,0.0002999156,0.00044721345,0.00013708761,0.00006799254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042618575,0.00017997956,0.00034106293,0.00033661415,0.00011652863,0.000007652407,0.00016298163,0.000082472194,0.015626915],"category_scores_gemma":[0.00010526061,0.00009006276,0.0002190365,0.0007904791,0.000049732407,0.000108976674,0.000074297546,0.00016329048,0.0000100044135],"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":[0.000100426594,0.00033975067,0.97303987,0.00024890856,0.0001553047,7.741299e-7,0.006455403,0.000027549095,0.00016859201,0.0038709443,0.0077186585,0.007873793],"study_design_scores_gemma":[0.00060979015,0.0002065734,0.9798526,0.0011942699,0.0003068844,1.8548165e-7,0.011753132,0.00035820258,0.0019380902,0.0023169343,0.0013214861,0.00014181755],"about_ca_topic_score_codex":0.00063592504,"about_ca_topic_score_gemma":0.0017137885,"teacher_disagreement_score":0.0156169105,"about_ca_system_score_codex":0.00004549808,"about_ca_system_score_gemma":0.000014527407,"threshold_uncertainty_score":0.98527294},"labels":[],"label_agreement":null},{"id":"W4400797994","doi":"10.1186/s12873-024-01044-4","title":"Identifying the obstacles facing emergency nurses regarding treating CTAS1 and CTAS2 in Saudi Arabia","year":2024,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"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":"Shaqra University; Taif University","keywords":"Medicine; Triage; Thematic analysis; Emergency department; Qualitative research; Focus group; Nursing; Emergency nursing; Health care; Workload; Medical emergency","score_opus":0.06147196983406966,"score_gpt":0.3637768700462614,"score_spread":0.30230490021219175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400797994","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":[0.6872267,0.26983422,0.0005135396,0.0036171768,0.010773073,0.00079583714,0.0000135899,0.00028895834,0.026936911],"genre_scores_gemma":[0.92687625,0.063598186,0.00022837843,0.000069504466,0.0020540596,0.00010951619,0.00003759965,0.000075912496,0.0069506173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966283,0.00013530681,0.0012527818,0.00075523055,0.00058947795,0.0006389306],"domain_scores_gemma":[0.99885243,0.00023105701,0.00014617706,0.00044965546,0.00015166197,0.00016899464],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092544605,0.00046140494,0.00069299334,0.00040666485,0.00041120884,0.000012986491,0.00018617064,0.0001196225,0.0017246989],"category_scores_gemma":[0.001371024,0.0002922217,0.0002155568,0.0012859615,0.00021035162,0.00026601413,0.00013076878,0.0005337637,0.00003127886],"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":[0.0001800255,0.00014005181,0.64229596,0.0056312294,0.0007745563,0.00030373383,0.037461814,0.000024448862,0.04188545,0.0048748204,0.24232623,0.024101665],"study_design_scores_gemma":[0.0068661748,0.0017871822,0.5404538,0.026713291,0.0049344874,0.00071051205,0.13408934,0.0070149265,0.0045057507,0.01423387,0.25536513,0.0033255357],"about_ca_topic_score_codex":0.0005710382,"about_ca_topic_score_gemma":0.0006194304,"teacher_disagreement_score":0.23964952,"about_ca_system_score_codex":0.00008869665,"about_ca_system_score_gemma":0.00006455439,"threshold_uncertainty_score":0.999953},"labels":[],"label_agreement":null},{"id":"W4402249836","doi":"10.1186/s12873-024-01068-w","title":"Emergency pediatric patients and use of the pediatric assessment triangle tool (PAT): a scoping review","year":2024,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","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 Saskatchewan","funders":"Norwegian Institute of Public Health; Universitetet i Stavanger","keywords":"Medicine; MEDLINE; Medical emergency; Emergency medicine; Intensive care medicine","score_opus":0.15945295533589693,"score_gpt":0.4334133104151,"score_spread":0.2739603550792031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402249836","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":[0.00048062496,0.97762513,0.000016221633,0.00016060733,0.013866079,0.0064687957,0.00011280148,0.00009665939,0.0011730494],"genre_scores_gemma":[0.00003846634,0.99298173,0.000114403534,0.000044973815,0.003302354,0.00060173334,0.00016163594,0.00016203558,0.0025926654],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99176383,0.00047873548,0.0045411983,0.0011183986,0.001430213,0.000667615],"domain_scores_gemma":[0.9961524,0.00023121308,0.0015288471,0.0012072518,0.0006011063,0.00027918426],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010355089,0.0011354599,0.0048107295,0.0006376756,0.00020294508,0.000004859778,0.00041777405,0.0003452489,0.0022580929],"category_scores_gemma":[0.0025684712,0.0006217867,0.0016486697,0.003228646,0.000117423304,0.00013852166,0.00048079525,0.0008970776,0.000051146013],"study_design_candidate":"systematic_review","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":[0.000008897985,0.00019426217,0.054079156,0.6943298,0.00034315328,0.000006316971,0.00010139195,5.365348e-8,1.1516115e-7,0.000032024076,0.19856168,0.05234313],"study_design_scores_gemma":[0.0013583065,0.0008622538,0.02025113,0.4112692,0.07450629,0.000031543474,0.000038554062,0.0000029104517,7.469553e-8,0.000032896914,0.4905136,0.0011332618],"about_ca_topic_score_codex":0.000075626886,"about_ca_topic_score_gemma":0.000052163698,"teacher_disagreement_score":0.29195192,"about_ca_system_score_codex":0.00014194963,"about_ca_system_score_gemma":0.0010515013,"threshold_uncertainty_score":0.99962336},"labels":[],"label_agreement":null},{"id":"W4402516690","doi":"10.1186/s12873-024-01080-0","title":"Redirection of low-acuity emergency department patients to nearby medical clinics using an electronic medical support system: effects on emergency department performance indicators","year":2024,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","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":"Centres Intégré Universitaires de Santé et de Services Sociaux; Hôpital du Sacré-Cœur de Montréal; Hôpital Charles-Le Moyne","funders":"","keywords":"Emergency department; Medicine; Medical emergency; Emergency medicine; Electronic medical record; Medical record; Nursing; Surgery","score_opus":0.023556877159356934,"score_gpt":0.3496995185108047,"score_spread":0.32614264135144777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402516690","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":[0.96214837,0.00592336,0.0008150433,0.0006003176,0.024980951,0.0021270814,0.000049615108,0.0004100081,0.0029452322],"genre_scores_gemma":[0.975592,0.019249849,0.00007916491,0.00016240892,0.0035211039,0.00032246605,0.000498015,0.00014309648,0.00043189994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98944616,0.0003991778,0.003212585,0.0014049273,0.004188508,0.0013486161],"domain_scores_gemma":[0.99629086,0.00012486767,0.0004746412,0.0009625928,0.00054163364,0.0016054042],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026502202,0.00087286107,0.0014788456,0.000885318,0.00036185258,0.000003838466,0.0005463985,0.0005519623,0.008260173],"category_scores_gemma":[0.001732397,0.00067771046,0.0004886595,0.0023843797,0.00017204006,0.00024056283,0.00023135624,0.0009868469,0.00014720141],"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":[0.0019208149,0.004305923,0.7272724,0.021674717,0.0022469636,0.00029494744,0.0028292616,0.0000467688,0.0009613678,0.0010489596,0.18587136,0.05152652],"study_design_scores_gemma":[0.016111383,0.0860215,0.6250234,0.029629221,0.009600028,0.00043587055,0.00240858,0.030636266,0.014362011,0.00033980163,0.17940612,0.0060257777],"about_ca_topic_score_codex":0.00010308456,"about_ca_topic_score_gemma":0.00019554401,"teacher_disagreement_score":0.10224896,"about_ca_system_score_codex":0.0006561726,"about_ca_system_score_gemma":0.0010751873,"threshold_uncertainty_score":0.9995674},"labels":[],"label_agreement":null},{"id":"W4403255790","doi":"10.1186/s12873-024-01097-5","title":"Association between pre-procedural anxiety and vomiting in children who undergo procedural sedation and analgesia in the emergency department","year":2024,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Pediatric Pain Management Techniques","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 Ottawa","funders":"","keywords":"Medicine; Emergency department; Vomiting; Sedation; Anxiety; Anesthesia; Ketamine; Airway; Adverse effect; Airway management; Emergency medicine; Psychiatry; Internal medicine","score_opus":0.02006051264961207,"score_gpt":0.31179105919982397,"score_spread":0.2917305465502119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403255790","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":[0.9849938,0.0048171333,0.0005688668,0.0059973397,0.0001807775,0.0016271773,0.0000063710618,0.00015510558,0.0016533897],"genre_scores_gemma":[0.9886813,0.009026163,0.00021097939,0.00015489069,0.00093189086,0.00015992523,0.00017238312,0.000026516178,0.0006359214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975908,0.00018869077,0.0008022501,0.00048844446,0.00055596273,0.00037384944],"domain_scores_gemma":[0.9993732,0.00011377846,0.00016969089,0.0002001545,0.00005533715,0.00008784701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021530862,0.0002488461,0.00036407975,0.0004183889,0.00007486234,0.00001131623,0.00012060091,0.00013355007,0.00010827955],"category_scores_gemma":[0.0007401688,0.00018207362,0.000048557566,0.0010605115,0.00003530617,0.00023936474,0.000064254746,0.00035423145,0.000002539646],"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":[0.00002125161,0.000035060682,0.96872365,0.00052390015,0.00007881669,0.0000029570494,0.0010174363,0.0000011752016,0.00006355423,0.0001487552,0.028467217,0.0009162018],"study_design_scores_gemma":[0.0007275492,0.0001704975,0.99469763,0.00030882657,0.00037770031,0.000013147454,0.0003043715,0.0014552873,0.000013013905,0.0011797721,0.0005802166,0.00017199991],"about_ca_topic_score_codex":0.00027523466,"about_ca_topic_score_gemma":0.0004628721,"teacher_disagreement_score":0.027887002,"about_ca_system_score_codex":0.00021828395,"about_ca_system_score_gemma":0.00006449327,"threshold_uncertainty_score":0.7424747},"labels":[],"label_agreement":null},{"id":"W4403851893","doi":"10.1186/s12873-024-01124-5","title":"Head injuries in prehospital and Emergency Department settings: a prospective multicenter cross-sectional study in France","year":2024,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":7,"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 hospitalier universitaire de Québec; Université Laval; Centre hospitalier de l'Université Laval","funders":"Shandong First Medical University; Société Française de Médecine d'Urgence; Université de Toulouse","keywords":"Medicine; Cross-sectional study; Multicenter study; Emergency department; Medical emergency; Emergency medicine; Poison control; Emergency medical services; Injury prevention; Prospective cohort study; Occupational safety and health; MEDLINE; Surgery; Nursing; Randomized controlled trial","score_opus":0.029422207625714153,"score_gpt":0.38020494165615365,"score_spread":0.35078273403043947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403851893","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":[0.9655935,0.022953684,0.000028797009,0.00051466294,0.005562032,0.0020784412,0.000020320178,0.00013400883,0.0031145117],"genre_scores_gemma":[0.9943676,0.001584641,0.00008350888,0.000024863071,0.0008554522,0.0005989735,0.000025644928,0.000046820533,0.0024124815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99651164,0.00008302209,0.0013472547,0.0009122686,0.0006183893,0.00052740757],"domain_scores_gemma":[0.99925244,0.000056210483,0.00008343796,0.00028051855,0.00017304976,0.00015433329],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006581257,0.00040605484,0.00060293876,0.00044520953,0.0001155622,0.000007885673,0.000103780585,0.000106678104,0.0015035749],"category_scores_gemma":[0.00040579448,0.00031919914,0.000115228286,0.0009356951,0.00017269328,0.00022477572,0.00010196264,0.0004574658,0.000033458185],"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":[0.00025825284,0.00073437253,0.98343295,0.0007506714,0.0001535741,0.000075615695,0.011687573,0.0000065713643,0.00022345428,0.000072544244,0.0022422546,0.0003621776],"study_design_scores_gemma":[0.0028460922,0.0014766128,0.98993963,0.00043062636,0.000084171625,0.000009196695,0.002637938,0.00017516217,0.00002993136,0.0002477993,0.0018423072,0.00028050592],"about_ca_topic_score_codex":0.00084462564,"about_ca_topic_score_gemma":0.003637085,"teacher_disagreement_score":0.028774073,"about_ca_system_score_codex":0.00016704721,"about_ca_system_score_gemma":0.00008204729,"threshold_uncertainty_score":0.99992603},"labels":[],"label_agreement":null},{"id":"W4405032873","doi":"10.1186/s12873-024-01130-7","title":"Human trafficking screening in Saskatoon Emergency Departments: What can be learned from high-risk patient presentations?","year":2024,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"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 Saskatchewan","funders":"","keywords":"Medicine; Complaint; Emergency department; Thematic analysis; Human trafficking; Medical emergency; Family medicine; Suicide prevention; Poison control; Qualitative research; Psychiatry","score_opus":0.07225558831744376,"score_gpt":0.37272962155466316,"score_spread":0.3004740332372194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405032873","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":[0.9522434,0.030796371,0.00019102,0.0033918342,0.008688101,0.00050466525,0.000006674866,0.00025640175,0.003921555],"genre_scores_gemma":[0.97453594,0.019290933,0.00018168596,0.000038567294,0.0014143509,0.000062666644,0.0001792942,0.000040355764,0.004256209],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99667686,0.00054743345,0.00086358696,0.0005805182,0.0008063167,0.0005252619],"domain_scores_gemma":[0.99914193,0.00012537448,0.00016823629,0.00026552388,0.00008631208,0.00021262349],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070159044,0.00024623325,0.00031193782,0.0003053416,0.0006719676,0.00004508393,0.0002771034,0.00018495167,0.009180097],"category_scores_gemma":[0.00029651084,0.0002097185,0.00011070976,0.0012418062,0.0001664117,0.00051123684,0.000050213304,0.00040554575,0.00003935921],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044825345,0.00029303826,0.2568004,0.000091576985,0.00036411994,0.000068118185,0.62310153,0.0016154159,0.00039808959,0.0016881034,0.07057471,0.04496007],"study_design_scores_gemma":[0.0021005326,0.0006871316,0.12735678,0.0018022496,0.0006817418,0.0000011810636,0.6475668,0.0021219575,0.00022892925,0.011770148,0.20441107,0.0012714944],"about_ca_topic_score_codex":0.058181558,"about_ca_topic_score_gemma":0.07259913,"teacher_disagreement_score":0.13383637,"about_ca_system_score_codex":0.000078393015,"about_ca_system_score_gemma":0.00008914292,"threshold_uncertainty_score":0.9917256},"labels":[],"label_agreement":null},{"id":"W4406297493","doi":"10.1186/s12873-024-01144-1","title":"Understanding and measuring workplace violence in healthcare: a Canadian systematic framework to address a global healthcare phenomenon","year":2025,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Toronto; University Health Network","funders":"Department of Psychiatry, University of Toronto; University Health Network","keywords":"Health care; Medicine; Patient safety; Workplace violence; Nursing; Pandemic; Intervention (counseling); Coronavirus disease 2019 (COVID-19); Medical emergency; Human factors and ergonomics; Poison control; Political science","score_opus":0.1414555971478724,"score_gpt":0.3848521854321233,"score_spread":0.2433965882842509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406297493","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":[0.45007336,0.11142885,0.029842928,0.33033645,0.018569551,0.0118613485,0.000041242467,0.0005352801,0.047310997],"genre_scores_gemma":[0.9950709,0.0027566894,0.00023457737,0.0011155601,0.0003094303,0.00013343069,0.0000018262799,0.000011273216,0.00036636504],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9967498,0.00056040264,0.0007011422,0.0004996441,0.0005653136,0.00092368963],"domain_scores_gemma":[0.9984943,0.00025833808,0.00012488895,0.0002952654,0.000112363814,0.0007148325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026582086,0.00022251852,0.0005231476,0.00041881032,0.0007752991,0.000024275538,0.00037074648,0.00020751504,0.000116158306],"category_scores_gemma":[0.0018550389,0.0002091406,0.000038096816,0.0028607624,0.00013297105,0.00011936275,0.000058449838,0.00031038254,0.000013989943],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058181122,0.00002107318,0.81830853,0.009377116,0.000023361441,0.000013808209,0.013312763,0.00004830693,0.000004333193,0.15680912,0.0016831645,0.00034025736],"study_design_scores_gemma":[0.0015535732,0.00039405978,0.08174703,0.44429648,0.00017962858,0.000005849843,0.27835673,0.00031587938,0.000003877457,0.18992104,0.0018210033,0.0014048687],"about_ca_topic_score_codex":0.53737235,"about_ca_topic_score_gemma":0.90475136,"teacher_disagreement_score":0.7365615,"about_ca_system_score_codex":0.0022393593,"about_ca_system_score_gemma":0.0011079784,"threshold_uncertainty_score":0.8528507},"labels":[],"label_agreement":null},{"id":"W4408076488","doi":"10.1186/s12873-025-01192-1","title":"Factors associated with early return visits to the emergency department in patients with vaso-occlusive crisis","year":2025,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"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; University of British Columbia Hospital","funders":"","keywords":"Medicine; Emergency department; Vaso-occlusive crisis; Incidence (geometry); Population; Medical record; Emergency medicine; Retrospective cohort study; Pediatrics; Internal medicine; Disease; Sickle cell anemia; Psychiatry","score_opus":0.018486588146509136,"score_gpt":0.2764863623148251,"score_spread":0.257999774168316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408076488","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":[0.98632985,0.0009690395,0.00022130932,0.0053088106,0.0014082697,0.0018162114,0.0000191409,0.00007606581,0.0038512722],"genre_scores_gemma":[0.99551463,0.00022239055,0.00002235275,0.0004379626,0.00009207733,0.000082498766,0.00016916002,0.00004348559,0.0034154544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971336,0.00013139249,0.00078299636,0.0005424828,0.0008155607,0.00059394556],"domain_scores_gemma":[0.9985195,0.00006128115,0.00019946924,0.000567254,0.00038437184,0.00026815786],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033896466,0.00042130507,0.0006202075,0.00034305884,0.00020780205,0.0000034656473,0.00023686148,0.00017907147,0.0010579596],"category_scores_gemma":[0.00052555493,0.00020272165,0.00009772582,0.0022510833,0.000057870548,0.000072339026,0.00007794309,0.0004233978,0.000015569161],"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":[0.00048409138,0.00041323682,0.9429691,0.00006405045,0.000314376,0.0000066783027,0.0024969247,0.00004745664,0.000008739456,0.000045339177,0.053013943,0.00013609878],"study_design_scores_gemma":[0.004346231,0.0020060418,0.986275,0.00064259133,0.0005190267,2.8276094e-7,0.0019751696,0.000029291368,0.00003621848,0.000048292673,0.0038695394,0.0002523264],"about_ca_topic_score_codex":0.0005308792,"about_ca_topic_score_gemma":0.0022371162,"teacher_disagreement_score":0.049144402,"about_ca_system_score_codex":0.00019894133,"about_ca_system_score_gemma":0.00016622471,"threshold_uncertainty_score":0.9998552},"labels":[],"label_agreement":null},{"id":"W4408165666","doi":"10.1186/s12873-025-01183-2","title":"Understanding oncologic emergencies and related emergency department visits and hospitalizations: a systematic review","year":2025,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Cancer Institute","keywords":"Medicine; Emergency department; Medical emergency; Emergency medicine; MEDLINE; Nursing","score_opus":0.15939358649582025,"score_gpt":0.407679404347185,"score_spread":0.24828581785136478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408165666","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":[0.000005953077,0.9799237,0.00035444167,0.0004022246,0.0034575132,0.0074851085,0.000027380083,0.00016047133,0.008183183],"genre_scores_gemma":[0.000031060117,0.9858857,0.0000329511,0.00008204163,0.00022611694,0.0015987601,0.00027002403,0.00006586918,0.011807468],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947839,0.00045339088,0.0029338105,0.0008731917,0.0005110972,0.00044462283],"domain_scores_gemma":[0.99750423,0.00019854054,0.0009933794,0.0007409884,0.0002206751,0.00034216803],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008773721,0.00080427655,0.004489763,0.0005486721,0.0003511875,0.0000059849467,0.00018469655,0.00033690938,0.003256946],"category_scores_gemma":[0.0015922665,0.0005418719,0.00048265434,0.0019296656,0.00012527754,0.00010329796,0.0001569161,0.0004355483,0.000031523152],"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":[0.0000038840567,0.00007924487,0.00034805882,0.9668314,0.0007282932,0.000018208391,0.000079057296,9.7772656e-8,4.5059556e-7,0.0019088244,0.029007753,0.0009947617],"study_design_scores_gemma":[0.0005428784,0.0006290182,0.00014684773,0.82367057,0.035348203,0.0003365816,0.00019551326,0.0000047756816,6.9504495e-8,0.00046958216,0.13810207,0.000553886],"about_ca_topic_score_codex":0.000023702954,"about_ca_topic_score_gemma":0.000059847458,"teacher_disagreement_score":0.14316079,"about_ca_system_score_codex":0.00044272686,"about_ca_system_score_gemma":0.0004353837,"threshold_uncertainty_score":0.9997033},"labels":[],"label_agreement":null},{"id":"W4409603547","doi":"10.1186/s12873-025-01191-2","title":"Triage decisions and health outcomes among oncology patients: a comparative study of medical and surgical cancer cases in emergency departments","year":2025,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":9,"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; Triage; MEDLINE; Medical emergency; Cancer; Emergency medicine; Family medicine; Intensive care medicine; General surgery; Internal medicine","score_opus":0.19627726273167198,"score_gpt":0.5150933515717109,"score_spread":0.31881608884003887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409603547","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":[0.97888494,0.012606842,0.000015505906,0.0026095994,0.0022550614,0.0015119951,0.000016399208,0.000025812005,0.0020738286],"genre_scores_gemma":[0.9709965,0.028098842,0.000023877667,0.00006729574,0.00010548163,0.00022880912,0.00002256333,0.000012597561,0.0004440064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960986,0.00031907033,0.0018262495,0.00053648977,0.00082475605,0.00039484203],"domain_scores_gemma":[0.9984494,0.0003850863,0.00028183757,0.00027402467,0.00024343126,0.00036621143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009484698,0.00032109764,0.0016132757,0.0004540062,0.00015049543,9.526931e-7,0.000130958,0.00014259203,0.0012845619],"category_scores_gemma":[0.0011000227,0.00022008822,0.00008271048,0.00080021285,0.00025843922,0.000061608036,0.00018201202,0.00030731378,9.773194e-7],"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":[0.00037189937,0.0020406772,0.97390926,0.0002151728,0.0003065856,0.000060925042,0.0059376014,0.0000011237428,0.0000011718945,0.00008713662,0.012398744,0.004669683],"study_design_scores_gemma":[0.012060602,0.0028789095,0.97054255,0.00037192556,0.0002459009,0.000006491227,0.011545401,0.000045994566,0.0000012972212,0.000072308125,0.0020891544,0.00013944542],"about_ca_topic_score_codex":0.012189904,"about_ca_topic_score_gemma":0.09112929,"teacher_disagreement_score":0.078939386,"about_ca_system_score_codex":0.0001177877,"about_ca_system_score_gemma":0.00028315093,"threshold_uncertainty_score":0.9996284},"labels":[],"label_agreement":null},{"id":"W4412410363","doi":"10.1186/s12873-025-01283-z","title":"Length of stay in the emergency department and its associated input-, throughput-, and output factors at two hospitals in Sweden","year":2025,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","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":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Örebro Universitet","keywords":"Medicine; Emergency department; Throughput; Emergency medicine; Medical emergency; MEDLINE; Nursing; Telecommunications","score_opus":0.05008443275063616,"score_gpt":0.3586711251227733,"score_spread":0.30858669237213715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412410363","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":[0.9377325,0.050639343,0.0000099844265,0.0020658227,0.0014390388,0.0011011476,0.000029488927,0.000027211685,0.0069554737],"genre_scores_gemma":[0.95711523,0.040481605,0.000015939711,0.000117152085,0.0001186522,0.00008011343,0.00006596969,0.000019614808,0.0019856961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970767,0.00021981206,0.0012432514,0.0005069557,0.00049869745,0.0004545719],"domain_scores_gemma":[0.9989287,0.00020018588,0.00024439787,0.00033492525,0.00019703529,0.00009474189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009478768,0.00037860562,0.0008716575,0.00032099008,0.0001297516,0.0000014283823,0.00017581382,0.00012955307,0.00034989679],"category_scores_gemma":[0.0015215169,0.00024117039,0.00008915356,0.0010430475,0.00014587767,0.000098892,0.00018969804,0.00028452423,0.0000021996934],"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":[0.0000988454,0.000253954,0.968469,0.0003832994,0.00021353977,0.00001249056,0.0065529156,0.0000019575762,0.0006534191,0.000584967,0.022542536,0.00023305032],"study_design_scores_gemma":[0.0034203553,0.00060026156,0.98647565,0.0004896723,0.00032700278,0.0000024800922,0.0045681573,0.000066479755,0.00041120453,0.000667461,0.0027390288,0.00023224395],"about_ca_topic_score_codex":0.00052135583,"about_ca_topic_score_gemma":0.0037871385,"teacher_disagreement_score":0.019803507,"about_ca_system_score_codex":0.00010836964,"about_ca_system_score_gemma":0.000060533133,"threshold_uncertainty_score":0.9834643},"labels":[],"label_agreement":null},{"id":"W4412593308","doi":"10.1186/s12873-025-01294-w","title":"Metallophosphide poisoning, a rising public health problem in Ethiopia: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":1,"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; Meta-analysis; Public health; Environmental health; MEDLINE; Occupational safety and health; Poison control; Suicide prevention; Injury prevention; Human factors and ergonomics; Systematic review; Medical emergency; Family medicine; Nursing; Pathology","score_opus":0.2258854649723833,"score_gpt":0.4468187146534078,"score_spread":0.22093324968102449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412593308","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":[3.7604397e-7,0.98733044,0.00022223408,0.0032782091,0.00020691808,0.007548843,0.000033804754,0.00010957236,0.0012695945],"genre_scores_gemma":[0.0000038931353,0.97875,0.0010513471,0.0008509596,0.00006314773,0.0018470861,0.00039666184,0.00007517719,0.01696176],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99050474,0.0017412392,0.004727991,0.0012749113,0.0008940432,0.0008570578],"domain_scores_gemma":[0.99498355,0.0005914274,0.0021650086,0.0014555219,0.00022038484,0.00058412115],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005014017,0.0012012677,0.024569375,0.0019066499,0.00014756258,0.000012356479,0.0003578013,0.00036806255,0.0012374019],"category_scores_gemma":[0.0036804504,0.000686474,0.003195817,0.0059683137,0.000094903335,0.000102590595,0.00015323478,0.00091563514,0.000026990061],"study_design_candidate":"systematic_review","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":[0.0000021258804,0.00013151314,0.00007116654,0.8774594,0.11976701,0.000025282767,0.00019662974,9.230124e-8,8.98668e-9,0.000083794206,0.0014796347,0.0007833508],"study_design_scores_gemma":[0.00040181726,0.0001649901,0.000013129907,0.2763555,0.6863001,0.00005790086,0.000040578623,0.000003269705,1.00965565e-8,0.000017370236,0.03634842,0.00029688282],"about_ca_topic_score_codex":0.0010669437,"about_ca_topic_score_gemma":0.0004881902,"teacher_disagreement_score":0.6011039,"about_ca_system_score_codex":0.0004902449,"about_ca_system_score_gemma":0.0014280027,"threshold_uncertainty_score":0.99967563},"labels":[],"label_agreement":null},{"id":"W4414702950","doi":"10.1186/s12873-025-01323-8","title":"A randomised controlled trial of verbal guidance versus verbal guidance supplemented by a photographic aid for bystander identification of intramuscular tranexamic acid injection sites in a simulated road injury scenario","year":2025,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Tranexamic acid; Randomized controlled trial; Bystander effect; Randomization; Poison control; MEDLINE; Identification (biology); Injury prevention","score_opus":0.021801822179141752,"score_gpt":0.32985464413155774,"score_spread":0.308052821952416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414702950","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":[0.9504282,0.004106855,0.026708068,0.00062669645,0.002894139,0.014621869,0.000059247108,0.000073010866,0.00048192788],"genre_scores_gemma":[0.99691695,0.0012074899,0.00013064651,0.00006018439,0.0001089762,0.0007947781,0.00030356605,0.000026355323,0.00045106118],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99576896,0.00025226432,0.0025090924,0.000523586,0.0006006943,0.0003453884],"domain_scores_gemma":[0.9982463,0.00018390807,0.00055749196,0.0004983061,0.00041926015,0.00009469551],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018218276,0.00032812692,0.0013161385,0.0006825486,0.00006599915,0.0000029673633,0.00019342158,0.00018143609,0.0004991649],"category_scores_gemma":[0.0011703614,0.00027906348,0.00041190724,0.0014485068,0.00018178328,0.00008667754,0.000021129721,0.00018685547,7.539465e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6807435,0.0012644781,0.0011644105,0.0012696951,0.00076731923,0.0000012571014,0.00068705,0.00009564195,0.30792308,0.00009529236,0.005203349,0.0007849265],"study_design_scores_gemma":[0.95845836,0.003837476,0.0012605197,0.0006722645,0.0017173623,5.5232636e-7,0.0007470268,0.010082585,0.021371609,0.000077531535,0.0015565057,0.00021819281],"about_ca_topic_score_codex":0.00055260264,"about_ca_topic_score_gemma":0.0005175676,"teacher_disagreement_score":0.28655145,"about_ca_system_score_codex":0.00008368003,"about_ca_system_score_gemma":0.00017693584,"threshold_uncertainty_score":0.99996614},"labels":[],"label_agreement":null},{"id":"W4415505076","doi":"10.1186/s12873-025-01357-y","title":"Bridging the preparedness gap: a systematic review of recommended stockpile items for radiological and nuclear emergencies","year":2025,"lang":"en","type":"review","venue":"BMC Emergency Medicine","topic":"Disaster Response and Management","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":"University of Alberta","funders":"European Commission","keywords":"Radiological weapon; Preparedness; Bridging (networking); Grey literature; Systematic review; Personal protective equipment; Stockpile; Inclusion (mineral)","score_opus":0.27808986310293726,"score_gpt":0.5227203335026788,"score_spread":0.2446304703997415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415505076","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":[0.0000017621737,0.96884125,0.0006403961,0.0003836839,0.0032835365,0.01612905,0.00006271312,0.000062888605,0.010594695],"genre_scores_gemma":[0.0000010781737,0.9781365,0.000060229566,0.00045188633,0.0004608496,0.0055137128,0.00011805747,0.000044226468,0.015213495],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99242514,0.0028645846,0.0033858982,0.0005150819,0.00033807853,0.00047120606],"domain_scores_gemma":[0.9949099,0.0020107294,0.0017493778,0.000998412,0.00021896651,0.000112625974],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004918649,0.0004800279,0.0039705643,0.00020439888,0.00042558665,0.0000017821204,0.00065992714,0.0002187073,0.0016077396],"category_scores_gemma":[0.0061089243,0.00024139983,0.0005020075,0.00054958474,0.00008990718,0.000041313495,0.00038910354,0.00039189376,0.000021850112],"study_design_candidate":"systematic_review","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":[0.00001674119,0.000022174165,9.814887e-7,0.7237136,0.00020967377,4.1311057e-7,0.0018465436,1.4277425e-8,5.115244e-8,0.0018374402,0.26637018,0.0059821922],"study_design_scores_gemma":[0.00014328035,0.00008010331,3.386525e-7,0.48340976,0.0028493353,0.0000015732797,0.0022531748,0.000009464579,1.0979679e-9,0.000055706685,0.51108205,0.00011517405],"about_ca_topic_score_codex":0.000047730085,"about_ca_topic_score_gemma":0.000023661101,"teacher_disagreement_score":0.24471189,"about_ca_system_score_codex":0.0000934878,"about_ca_system_score_gemma":0.00029213305,"threshold_uncertainty_score":0.99930495},"labels":[],"label_agreement":null},{"id":"W4416789332","doi":"10.1186/s12873-025-01402-w","title":"Accuracy is not enough: explainable boosting machine model and identification of candidate biomarkers for real-time sepsis risk assessment in the emergency department","year":2025,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Sepsis Diagnosis and Treatment","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":"Lakehead University","funders":"Princess Nourah Bint Abdulrahman University","keywords":"Emergency department; Boosting (machine learning); Workflow; Sepsis; Risk assessment; Identification (biology); Transparency (behavior); MEDLINE","score_opus":0.0727895011021151,"score_gpt":0.40227416452751635,"score_spread":0.3294846634254013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416789332","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":[0.97563726,0.005260637,0.002656603,0.009521277,0.0006009858,0.0030921628,0.00020718333,0.000039415583,0.0029844597],"genre_scores_gemma":[0.97206265,0.023578072,0.0015587491,0.00017713361,0.00008593157,0.0009263224,0.0003118506,0.000025894848,0.0012733884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972146,0.00014117765,0.0013421351,0.0005173065,0.00043445147,0.00035029338],"domain_scores_gemma":[0.9981097,0.00042052762,0.0005309936,0.00061559083,0.00022666116,0.00009649915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015848286,0.00029106002,0.00056665234,0.00030144336,0.00021135739,0.0000050619014,0.00016706157,0.00008296281,0.00044989557],"category_scores_gemma":[0.0008196476,0.0001926307,0.0001496945,0.00058243115,0.00006250175,0.00010549314,0.00005443862,0.00012487662,0.000002775181],"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":[0.0007629113,0.0017071394,0.86827487,0.0015689532,0.0010362954,0.0000075879148,0.003977446,0.00029777148,0.023380728,0.0011939292,0.09033233,0.0074600196],"study_design_scores_gemma":[0.007995577,0.000962711,0.83127034,0.0006710664,0.0029652826,0.000005573292,0.002273097,0.1413559,0.0068318965,0.0023947083,0.00289115,0.00038267908],"about_ca_topic_score_codex":0.0024812657,"about_ca_topic_score_gemma":0.00037357406,"teacher_disagreement_score":0.14105813,"about_ca_system_score_codex":0.00014623547,"about_ca_system_score_gemma":0.00016102394,"threshold_uncertainty_score":0.7855252},"labels":[],"label_agreement":null}]}