{"meta":{"query_hash":"9a0e70795886","filters":{"venue":"Journal of Trauma Management & Outcomes"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"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/9a0e70795886","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Trauma+Management+%26+Outcomes"},"results":[{"id":"W1990510676","doi":"10.1186/1752-2897-3-8","title":"Hospital mortality among major trauma victims admitted on weekends and evenings: a cohort study","year":2009,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":68,"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; Alberta Health Services","funders":"","keywords":"Medicine; Cohort; Medical emergency; Emergency medicine; Poison control; Occupational safety and health; Injury prevention; Demography; Pediatrics; Family medicine; Internal medicine; Pathology","score_opus":0.01291725642863036,"score_gpt":0.30052347251494155,"score_spread":0.2876062160863112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990510676","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":[0.98540634,0.00008443277,0.000034881192,0.0057245586,0.0004063258,0.0012021378,0.0000031767504,0.000060829247,0.007077322],"genre_scores_gemma":[0.9947676,0.000046942492,0.00070290285,0.001163465,0.00012916487,0.000011808058,0.0000033707163,0.00003101997,0.0031437078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970248,0.00007375993,0.0010404409,0.00038877327,0.00106257,0.00040966237],"domain_scores_gemma":[0.99832875,0.000069144655,0.00051515637,0.00047125292,0.00012764409,0.00048806533],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00081359845,0.00040627667,0.0010861945,0.00049224525,0.00015054348,0.000100582445,0.0002644143,0.0000932533,0.00022246898],"category_scores_gemma":[0.00010036109,0.00027714318,0.00044508802,0.0002887695,0.000063030646,0.00028159935,0.00006574773,0.00047501194,0.000013652507],"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":[0.00017060488,0.0027838817,0.9669485,0.000049984195,0.0015377379,0.001541744,0.000575225,0.000004522761,0.000004321097,0.00014149184,0.0012408986,0.025001096],"study_design_scores_gemma":[0.005511934,0.0063140476,0.98265314,0.0002013232,0.0013891234,0.000046539295,0.002243934,0.000016511767,0.0000310893,0.00014664956,0.0011574578,0.00028826486],"about_ca_topic_score_codex":0.00002434307,"about_ca_topic_score_gemma":0.000007561343,"teacher_disagreement_score":0.02471283,"about_ca_system_score_codex":0.00013305695,"about_ca_system_score_gemma":0.000018341078,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W2003548576","doi":"10.1186/1752-2897-3-7","title":"A multicenter review of deep venous thrombosis prophylaxis practice patterns for blunt hepatic trauma","year":2009,"lang":"en","type":"review","venue":"Journal of Trauma Management & Outcomes","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":22,"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; University of Calgary","funders":"","keywords":"Medicine; Blunt; Thrombosis; Venous thrombosis; Surgery; Retrospective cohort study","score_opus":0.05678358262184008,"score_gpt":0.40587139926039917,"score_spread":0.3490878166385591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003548576","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":[0.00011576087,0.99043524,0.0008716554,0.0016322386,0.0005614731,0.0047640656,0.000047305504,0.00002357958,0.0015486535],"genre_scores_gemma":[0.0005008933,0.98204833,0.014630727,0.0018305632,0.0002887893,0.00012743658,0.00003769282,0.000108845634,0.00042672062],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938907,0.00033074393,0.0036133565,0.00045000677,0.0011848237,0.0005303935],"domain_scores_gemma":[0.9931909,0.0007331743,0.0044021886,0.00076939445,0.0006642782,0.0002400936],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016951335,0.0008289449,0.006206069,0.0006829278,0.00008981631,0.000054326014,0.00065867027,0.0002532469,0.00021019403],"category_scores_gemma":[0.00068404805,0.00054081733,0.0035446612,0.00034809747,0.00008929066,0.00034218418,0.00008417627,0.0007512318,0.000024269646],"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":[0.00017532395,0.0016186935,0.00008247255,0.30666044,0.0036508315,0.00019253617,0.00011644152,1.9695077e-7,6.947478e-8,0.00004883128,0.0010087134,0.6864455],"study_design_scores_gemma":[0.0020000956,0.0046768007,0.0019159426,0.20314167,0.030897448,0.0002950146,0.00026664473,0.0000020288055,0.0000034969253,0.00001969798,0.75637615,0.0004049999],"about_ca_topic_score_codex":0.000010914988,"about_ca_topic_score_gemma":0.0000029516789,"teacher_disagreement_score":0.75536746,"about_ca_system_score_codex":0.00036635765,"about_ca_system_score_gemma":0.0000901489,"threshold_uncertainty_score":0.99970436},"labels":[],"label_agreement":null},{"id":"W2051045593","doi":"10.1186/1752-2897-4-3","title":"A decade of experience with injuries to the gallbladder","year":2010,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Gallbladder; Damage control; Cholecystectomy; Surgery; Trauma center; Injury Severity Score; Retrospective cohort study; Presentation (obstetrics); Biliary tract; General surgery; Injury prevention; Poison control; Emergency medicine","score_opus":0.01497522384935276,"score_gpt":0.31132136646880115,"score_spread":0.2963461426194484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051045593","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":[0.978725,0.000054039865,0.0005427512,0.012707761,0.00030266683,0.00030151705,0.000001464709,0.000010448178,0.0073543075],"genre_scores_gemma":[0.98501724,0.00002319065,0.011248595,0.001556935,0.00011908892,0.000010643348,2.7794738e-7,0.00001618852,0.0020078125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985118,0.00002073341,0.00053091615,0.00012203935,0.0006108281,0.0002036841],"domain_scores_gemma":[0.9989614,0.00007195836,0.00030215105,0.00035020322,0.00018205069,0.00013222714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035144706,0.00016163626,0.00043652247,0.00021384479,0.00007260726,0.00003439782,0.0003429171,0.000038776943,0.00023982946],"category_scores_gemma":[0.00007258534,0.00007884766,0.00018046844,0.00020846602,0.00017884138,0.00016289075,0.000062673775,0.00030593254,0.000013228294],"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":[0.005621062,0.0012427089,0.8160331,0.0005411176,0.002601584,0.00051369664,0.019567851,0.000048114012,0.004805055,0.017082466,0.027438018,0.104505174],"study_design_scores_gemma":[0.001356584,0.0011788885,0.90956175,0.00015273454,0.00037279952,0.00013213727,0.006295976,0.0000021952217,0.008815154,0.00011497128,0.07188864,0.00012817238],"about_ca_topic_score_codex":0.000008770158,"about_ca_topic_score_gemma":0.000025446514,"teacher_disagreement_score":0.104377,"about_ca_system_score_codex":0.0000160086,"about_ca_system_score_gemma":0.000023108538,"threshold_uncertainty_score":0.32153144},"labels":[],"label_agreement":null},{"id":"W2051110595","doi":"10.1186/1752-2897-3-1","title":"Cost-effectiveness of an integrated 'fast track' rehabilitation service for multi-trauma patients involving dedicated early rehabilitation intervention programs: design of a prospective, multi-centre, non-randomised clinical trial","year":2009,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","topic":"Trauma and Emergency 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":"ZonMw","keywords":"Medicine; Rehabilitation; Physical therapy; Hospital Anxiety and Depression Scale; Functional Independence Measure; Population; Prospective cohort study; Quality of life (healthcare); Trauma center; Randomized controlled trial; Cohort; Anxiety; Emergency medicine; Surgery; Nursing; Retrospective cohort study; Psychiatry; Internal medicine","score_opus":0.10691483890921442,"score_gpt":0.4106701176558301,"score_spread":0.3037552787466157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051110595","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":[0.94279855,0.000078081,0.044682816,0.00023524184,0.0006917491,0.011444668,0.000014371013,0.000038949216,0.000015572277],"genre_scores_gemma":[0.89479995,0.000022718501,0.104766496,0.000032592645,0.000051375446,0.00021459191,0.00005997026,0.00003061093,0.000021704522],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99498355,0.0008827021,0.0027708237,0.00041468604,0.0006361746,0.00031206085],"domain_scores_gemma":[0.99427086,0.0010441936,0.0016521501,0.00030124868,0.0025724384,0.00015908446],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003947495,0.00035121007,0.00142532,0.0005317533,0.00008152217,0.000026806074,0.00024457235,0.00016623756,0.00000957982],"category_scores_gemma":[0.0019193719,0.00027167494,0.000989786,0.0005510987,0.00013472457,0.00048667446,0.000025644456,0.00028513375,0.0000010711431],"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":[0.24930233,0.02766679,0.3184195,0.0028109318,0.002055009,0.000008054716,0.0053504603,0.00021418178,0.00017485801,0.00004065521,0.00007017111,0.39388707],"study_design_scores_gemma":[0.24702968,0.019331872,0.726212,0.0014616486,0.0009743555,8.9025355e-7,0.0033422234,0.0011485427,0.00021432473,0.00010087777,0.00002151898,0.0001620233],"about_ca_topic_score_codex":0.000083420455,"about_ca_topic_score_gemma":0.00007076112,"teacher_disagreement_score":0.40779257,"about_ca_system_score_codex":0.00024299689,"about_ca_system_score_gemma":0.000043821696,"threshold_uncertainty_score":0.99997354},"labels":[],"label_agreement":null},{"id":"W2095765758","doi":"10.1186/1752-2897-8-5","title":"Routine versus ad hoc screening for acute stress following injury: who would benefit and what are the opportunities for prevention","year":2014,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":7,"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 British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Medical emergency; Injury prevention; Poison control; Psychology","score_opus":0.18247176386904923,"score_gpt":0.43268047570156276,"score_spread":0.25020871183251353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095765758","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":[0.9479112,0.0037009744,0.020073019,0.022399016,0.0021181281,0.002060044,0.00007723105,0.000040172305,0.0016201948],"genre_scores_gemma":[0.98539585,0.001240603,0.0049283532,0.0006201158,0.0001797275,0.00027986686,0.000027599483,0.00007573071,0.0072521553],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99803305,0.0001235611,0.00064994337,0.00024229145,0.00048845395,0.0004626761],"domain_scores_gemma":[0.9981361,0.0006571105,0.0006106802,0.0003639095,0.000121312165,0.000110881825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012254231,0.00024534302,0.0005368705,0.00029379886,0.0002807493,0.00047849157,0.00054538646,0.00011557659,0.00005438278],"category_scores_gemma":[0.000081888815,0.00017534012,0.0004598261,0.00009436789,0.00006298166,0.000655212,0.00012491673,0.00028011066,0.0000016774851],"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":[0.002036826,0.00020357936,0.0074953623,0.00021876115,0.0052347956,0.000023060256,0.0011205213,0.000024420002,0.0000014880491,0.008848606,0.002926683,0.9718659],"study_design_scores_gemma":[0.045173913,0.0069810217,0.5247847,0.0031857188,0.0066176723,0.00003116709,0.26146242,0.0008772369,0.00013445977,0.009513153,0.14000472,0.0012338237],"about_ca_topic_score_codex":0.0000051871484,"about_ca_topic_score_gemma":0.000032097487,"teacher_disagreement_score":0.9706321,"about_ca_system_score_codex":0.000043065604,"about_ca_system_score_gemma":0.000006188399,"threshold_uncertainty_score":0.71501625},"labels":[],"label_agreement":null},{"id":"W2110522205","doi":"10.1186/1752-2897-3-4","title":"Severe traumatic injury during long duration spaceflight: Light years beyond ATLS","year":2009,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":89,"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","funders":"","keywords":"Crew; Spaceflight; Medicine; Medical emergency; Space medicine; Damage control surgery; Aviation medicine; Population; Health care; Major trauma; Damage control; Aeronautics; Resuscitation; Surgery; Engineering; Pathology","score_opus":0.00989300845788806,"score_gpt":0.2845273448587093,"score_spread":0.27463433640082124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110522205","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":[0.9677544,0.00027876702,0.00014010101,0.02259256,0.0005805246,0.00061282446,0.0000015610321,0.000065576874,0.007973686],"genre_scores_gemma":[0.9907858,0.00016136504,0.0029290535,0.0016173115,0.00026725236,0.000004781117,0.000004421258,0.00003101297,0.0041990536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763733,0.00009805665,0.00095062825,0.0002603386,0.000633176,0.00042049703],"domain_scores_gemma":[0.99855256,0.000058418176,0.00065687473,0.00040311064,0.00010825512,0.0002207621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000558747,0.00031397908,0.0008284253,0.0007278202,0.00008483233,0.00007017183,0.00026096177,0.00014662492,0.0002775299],"category_scores_gemma":[0.00006639352,0.00023869517,0.00042472544,0.00030503754,0.000035529214,0.0003268386,0.000042903277,0.00037978904,0.000105341824],"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":[0.006059131,0.004640603,0.57630414,0.002713951,0.00815554,0.020035472,0.0058279415,0.00019049855,0.029086322,0.006362927,0.06783833,0.27278513],"study_design_scores_gemma":[0.0037463442,0.0011306369,0.9848243,0.00030158306,0.0005512844,0.0006629463,0.00031413618,0.000009305022,0.0030147883,0.00029634478,0.004882673,0.00026563875],"about_ca_topic_score_codex":0.000002404118,"about_ca_topic_score_gemma":0.000005243957,"teacher_disagreement_score":0.4085202,"about_ca_system_score_codex":0.00024955976,"about_ca_system_score_gemma":0.000020451773,"threshold_uncertainty_score":0.9733707},"labels":[],"label_agreement":null},{"id":"W2113505970","doi":"10.1186/1752-2897-8-12","title":"A necessary evil? Intra-abdominal hypertension complicating burn patient resuscitation","year":2014,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Resuscitation; Abdominal compartment syndrome; Incidence (geometry); Retrospective cohort study; Injury Severity Score; Epidemiology; Emergency medicine; Anesthesia; Surgery; Poison control; Injury prevention; Abdomen; Internal medicine","score_opus":0.029379525130472085,"score_gpt":0.280534051519024,"score_spread":0.2511545263885519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113505970","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":[0.9599809,0.00016866524,0.009623907,0.016958889,0.0003689399,0.00039097585,0.000001423373,0.000037926366,0.012468362],"genre_scores_gemma":[0.98258585,0.00004505017,0.014413139,0.0025143195,0.00014138977,0.000013224178,0.0000064851793,0.000018891635,0.00026162827],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99806297,0.00010646203,0.0008718606,0.00019721888,0.00053222635,0.00022923431],"domain_scores_gemma":[0.99831027,0.00028481658,0.0006349949,0.00034067134,0.0002642054,0.00016506643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006307036,0.00018306191,0.0005255233,0.00029809176,0.00016514318,0.000042297743,0.00018266133,0.00004811333,0.000070769944],"category_scores_gemma":[0.00014911228,0.00013440201,0.0003074937,0.00022786928,0.000051465977,0.0001724794,0.00006020693,0.00024378089,0.00004207115],"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":[0.0010687776,0.0012067336,0.051429812,0.000377924,0.0007972254,0.0002551697,0.00047073598,0.0002672184,0.0030264165,0.006775578,0.015897507,0.91842693],"study_design_scores_gemma":[0.0023429822,0.0010755963,0.9246058,0.0007033466,0.0010131208,0.00067699555,0.0018053664,0.0015099223,0.00084534026,0.002657766,0.062430553,0.0003332467],"about_ca_topic_score_codex":0.0000068487784,"about_ca_topic_score_gemma":0.0000011582897,"teacher_disagreement_score":0.9180937,"about_ca_system_score_codex":0.000083563624,"about_ca_system_score_gemma":0.000013198977,"threshold_uncertainty_score":0.5480755},"labels":[],"label_agreement":null},{"id":"W2123941820","doi":"10.1186/1752-2897-6-4","title":"The song remains the same although the instruments are changing: complications following selective non-operative management of blunt spleen trauma: a retrospective review of patients at a level I trauma centre from 1996 to 2007","year":2012,"lang":"en","type":"review","venue":"Journal of Trauma Management & Outcomes","topic":"Abdominal Trauma and Injuries","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":true,"ca_institutions":"CARE Canada; University of Calgary; Foothills Medical Centre; Alberta Bible College; Calgary Laboratory Services; Queen's University; Alberta Health Services","funders":"Queen's University; Health Research Board","keywords":"Medicine; Splenic artery; Blunt; Embolization; Retrospective cohort study; Population; Surgery; Blunt trauma; Radiology","score_opus":0.06564386795539494,"score_gpt":0.3633175006219137,"score_spread":0.29767363266651875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123941820","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":[0.0074210404,0.96466863,0.00031086046,0.008514416,0.0013816897,0.011809562,0.00066100707,0.000027195425,0.0052056243],"genre_scores_gemma":[0.02388088,0.9686737,0.002698315,0.0013828431,0.0003033089,0.00030570076,0.00010337144,0.00013337027,0.0025185114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931263,0.00059561856,0.0029784327,0.000577843,0.0018725235,0.00084931863],"domain_scores_gemma":[0.9932846,0.00055026094,0.0040462385,0.0012677951,0.0005937555,0.00025738787],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002066424,0.0009320712,0.003665237,0.000437875,0.0007666096,0.000077766745,0.0014541205,0.0001708523,0.00008449407],"category_scores_gemma":[0.00012136594,0.0004489748,0.0024538687,0.0011678083,0.0002550139,0.00026344598,0.00057915977,0.0009093643,0.000031918258],"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":[0.00045727802,0.0013025572,0.012291611,0.02858274,0.022700056,0.00005586654,0.004867312,0.0000028929703,2.186271e-7,0.0010366776,0.0108845765,0.9178182],"study_design_scores_gemma":[0.0024594755,0.0006218303,0.32012033,0.089778244,0.019501135,0.00002144744,0.005885853,0.0000029427122,0.000012838455,0.00008681974,0.56098664,0.00052243675],"about_ca_topic_score_codex":0.00004756531,"about_ca_topic_score_gemma":0.00008197346,"teacher_disagreement_score":0.91729575,"about_ca_system_score_codex":0.0013136985,"about_ca_system_score_gemma":0.00006788901,"threshold_uncertainty_score":0.9997962},"labels":[],"label_agreement":null},{"id":"W2129488683","doi":"10.1186/1752-2897-4-1","title":"Complications related to deep venous thrombosis prophylaxis in trauma: a systematic review of the literature","year":2010,"lang":"en","type":"review","venue":"Journal of Trauma Management & Outcomes","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Medicine; Inferior vena cava; Pulmonary embolism; Thrombosis; Venous thrombosis; Deep vein; Heparin; Low molecular weight heparin; Surgery; Inferior vena cava filter; Intensive care medicine","score_opus":0.026824319931583917,"score_gpt":0.34427324118230174,"score_spread":0.31744892125071783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129488683","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":[0.000120232944,0.9840788,0.000012707791,0.0026971435,0.0007393745,0.009525246,0.000018393557,0.000019183313,0.002788868],"genre_scores_gemma":[0.0008155354,0.9959978,0.00085549284,0.001253928,0.00004295943,0.00043089213,0.000018133263,0.00007963836,0.0005056337],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9940995,0.00041062327,0.0036561762,0.0003967271,0.0010527509,0.00038423206],"domain_scores_gemma":[0.99498755,0.00021245105,0.0027948509,0.0015018901,0.00032342336,0.00017981791],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001659546,0.0006257946,0.0069283177,0.0010130134,0.00009020879,0.00006742175,0.0012147886,0.00028955084,0.00006499329],"category_scores_gemma":[0.00031785076,0.0003390925,0.0022999742,0.0017285703,0.00006631787,0.00010244816,0.0002588049,0.0012924967,0.00004347073],"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":[0.0000035713117,0.0015622656,0.000035025023,0.8734004,0.0023179066,0.00008259899,0.00039562237,0.0000018257385,1.2003682e-7,0.0009469536,0.0011612804,0.12009244],"study_design_scores_gemma":[0.0005471026,0.0004135021,0.007698795,0.81458676,0.014110815,0.0001505472,0.00010443542,4.0624025e-7,3.288033e-7,0.00006582825,0.16205518,0.00026630543],"about_ca_topic_score_codex":0.0000084377525,"about_ca_topic_score_gemma":0.000013187613,"teacher_disagreement_score":0.1608939,"about_ca_system_score_codex":0.0003455987,"about_ca_system_score_gemma":0.000070532515,"threshold_uncertainty_score":0.9999061},"labels":[],"label_agreement":null},{"id":"W2133388152","doi":"10.1186/1752-2897-3-2","title":"Ten years of major equestrian injury: are we addressing functional outcomes?","year":2009,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","topic":"Veterinary Equine Medical Research","field":"Veterinary","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":"University of Calgary","funders":"","keywords":"Horseback riding; Medicine; Rehabilitation; Physical therapy; Population; Trauma center; Injury prevention; Poison control; Physical medicine and rehabilitation; Retrospective cohort study; Medical emergency; Surgery","score_opus":0.18853559523092894,"score_gpt":0.4226925611138674,"score_spread":0.23415696588293844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133388152","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":[0.9681152,0.00030719055,0.0010023005,0.023581518,0.000953335,0.0004222799,0.000024715951,0.00005943936,0.0055340254],"genre_scores_gemma":[0.9929047,0.00010738159,0.0033112818,0.00068401324,0.00020181962,0.000005185099,0.000004359096,0.000033797063,0.0027474356],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99602586,0.00020073698,0.0012098849,0.00027590946,0.0017631958,0.0005243886],"domain_scores_gemma":[0.997965,0.00023447188,0.00086908665,0.00047252284,0.00017524396,0.00028367533],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012227556,0.00028959513,0.000855714,0.00079342764,0.00008603536,0.0000939297,0.000765889,0.00011395655,0.0011702181],"category_scores_gemma":[0.00031327477,0.00023184613,0.00056357804,0.0003483066,0.000109639535,0.00043071565,0.00023411437,0.0005772681,0.00007259663],"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":[0.0055033076,0.002835948,0.19117594,0.0008033492,0.0028939825,0.014618455,0.00045430902,0.00007869269,0.0020655533,0.0031614676,0.06455075,0.7118583],"study_design_scores_gemma":[0.0026851622,0.0025213712,0.97076446,0.0004370096,0.00017756235,0.00021500456,0.00043683645,0.00002314645,0.00003758089,0.001288813,0.021169167,0.00024387313],"about_ca_topic_score_codex":0.000009947869,"about_ca_topic_score_gemma":0.0000013637127,"teacher_disagreement_score":0.7795885,"about_ca_system_score_codex":0.00019966245,"about_ca_system_score_gemma":0.000043109074,"threshold_uncertainty_score":0.99974287},"labels":[],"label_agreement":null},{"id":"W2138129668","doi":"10.1186/1752-2897-7-11","title":"The impact of shorter prehospital transport times on outcomes in patients with abdominal vascular injuries","year":2013,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":41,"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; University of Calgary","funders":"","keywords":"Medicine; Demographics; Trauma center; Emergency medicine; Retrospective cohort study; Shock (circulatory); Injury Severity Score; Injury prevention; Poison control; Surgery; Internal medicine","score_opus":0.00590275444285271,"score_gpt":0.2588121703335025,"score_spread":0.2529094158906498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138129668","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":[0.9941625,0.00015160041,0.000021908327,0.00092581904,0.00021184518,0.0007058842,0.000006776593,0.000010043222,0.0038036073],"genre_scores_gemma":[0.99875426,0.000102682425,0.0003353436,0.00007517511,0.000029115998,0.000018939765,0.0000035451137,0.000024787572,0.0006561585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777776,0.000036796497,0.0008745211,0.00016467726,0.0008134295,0.00033282608],"domain_scores_gemma":[0.99894595,0.00007400465,0.00033183998,0.00031522056,0.00023564456,0.000097335505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027045765,0.00030039097,0.00082824164,0.0002951192,0.00007560742,0.000022115999,0.00023425912,0.000045296172,0.0002515799],"category_scores_gemma":[0.00002234499,0.00013681715,0.0007049304,0.00016284932,0.00012642801,0.00022890935,0.00002698763,0.00023653674,0.000011421706],"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":[0.00064963073,0.0007977649,0.97570986,0.00007024983,0.0031262406,0.000025410587,0.00054328016,0.00006818561,0.0000010631026,0.00007776243,0.0015960869,0.01733447],"study_design_scores_gemma":[0.0040112343,0.0026537045,0.9914816,0.00015261633,0.0004189115,0.0000015592699,0.00072374864,0.0000021670774,0.000013585804,0.00011483486,0.00027829345,0.00014772435],"about_ca_topic_score_codex":0.00015289315,"about_ca_topic_score_gemma":0.000026708556,"teacher_disagreement_score":0.017186748,"about_ca_system_score_codex":0.00010172644,"about_ca_system_score_gemma":0.00002158328,"threshold_uncertainty_score":0.55792415},"labels":[],"label_agreement":null},{"id":"W2163933907","doi":"10.1186/1752-2897-8-15","title":"Vagus nerve stimulation improves coagulopathy in hemorrhagic shock: a thromboelastometric animal model study","year":2014,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","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 Toronto; St. Michael's Hospital","funders":"","keywords":"Vagus nerve stimulation; Medicine; Vagus nerve; Coagulopathy; Anesthesia; Stimulation; Thromboelastometry; Efferent; Resuscitation; Analysis of variance; Shock (circulatory); Internal medicine; Afferent","score_opus":0.057162034100990605,"score_gpt":0.34764275306851095,"score_spread":0.29048071896752037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163933907","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":[0.9899906,0.000027879045,0.0057932376,0.0006916783,0.0002601764,0.0008497367,0.0000024744304,0.000043070588,0.0023411773],"genre_scores_gemma":[0.99694073,0.000008436932,0.0019466246,0.00025963658,0.000059550748,0.000015176949,6.33299e-7,0.00003918744,0.0007300057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99577206,0.00044369747,0.0011637385,0.00047053033,0.0016263952,0.0005235518],"domain_scores_gemma":[0.9981001,0.00057961047,0.00057105324,0.00043372944,0.00014716739,0.00016835683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001826047,0.00030812438,0.00065575005,0.002279809,0.00014882961,0.0002184824,0.0008096314,0.0000661785,0.00007324486],"category_scores_gemma":[0.00078466465,0.000252425,0.0002499154,0.0016099951,0.00006069779,0.000691645,0.0002669921,0.0004792247,0.000045890185],"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":[0.0006687693,0.0039203293,0.56944263,0.00018542333,0.00013394268,0.000539821,0.0010158528,0.3689961,0.009113685,0.0026196132,0.00032312752,0.043040674],"study_design_scores_gemma":[0.003911761,0.0012024972,0.72571295,0.000023320625,0.000067874695,0.000015298083,0.00031919725,0.26727334,0.00056633935,0.0006571132,0.00003293802,0.00021740346],"about_ca_topic_score_codex":0.000016916521,"about_ca_topic_score_gemma":0.000013966244,"teacher_disagreement_score":0.15627028,"about_ca_system_score_codex":0.00023166326,"about_ca_system_score_gemma":0.000027906126,"threshold_uncertainty_score":0.9999928},"labels":[],"label_agreement":null},{"id":"W2168043639","doi":"10.1186/1752-2897-8-6","title":"Trauma surgery associations and societies: which organizations match your goals?","year":2014,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","topic":"Trauma and Emergency Care Studies","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":false,"ca_institutions":"McMaster University; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Multitude; Relevance (law); Public relations; Medical education; Political science; Medicine; Psychology; Law","score_opus":0.02614844695431239,"score_gpt":0.2958512491846405,"score_spread":0.2697028022303281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168043639","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":[0.9367253,0.0008395375,0.0019650252,0.029285511,0.0014992811,0.00032589125,0.000016106207,0.00009769427,0.029245663],"genre_scores_gemma":[0.99202204,0.0011029708,0.002115429,0.0009093993,0.00026408394,0.0000055355476,0.000011212149,0.00003574018,0.0035335666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980771,0.000069156806,0.0008065497,0.00018235427,0.000562646,0.00030217395],"domain_scores_gemma":[0.99843174,0.0002342876,0.00040164997,0.00020851615,0.0005755205,0.0001482785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072982186,0.00022275372,0.0007430231,0.00030650853,0.000244461,0.00006275912,0.00012523164,0.000081353865,0.00021698352],"category_scores_gemma":[0.00039100376,0.00017464347,0.0002907323,0.000524853,0.000049920734,0.0001923944,0.00005841264,0.0002246215,0.0000243046],"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":[0.000037926915,0.00043677978,0.83073664,0.00035250784,0.002308275,0.000030252777,0.0020392213,0.000030058278,0.000017526861,0.0015396103,0.10980379,0.052667417],"study_design_scores_gemma":[0.001074539,0.00013073602,0.960576,0.00009506302,0.000827608,0.000031979263,0.0029816534,0.000011931531,0.00002849606,0.0006893925,0.033382837,0.00016976532],"about_ca_topic_score_codex":0.000021011054,"about_ca_topic_score_gemma":0.00002789981,"teacher_disagreement_score":0.12983936,"about_ca_system_score_codex":0.00010119303,"about_ca_system_score_gemma":0.000027376247,"threshold_uncertainty_score":0.7121754},"labels":[],"label_agreement":null},{"id":"W2281776262","doi":"10.1186/s13032-016-0033-x","title":"A Ten year review of alcohol use and major trauma in a Canadian province: still a major problem","year":2016,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","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":true,"ca_institutions":"McMaster University; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Alcohol; Blood alcohol; Injury prevention; Poison control; Occupational safety and health; Accidental; Suicide prevention; Alcohol intoxication; Blood alcohol content; Human factors and ergonomics; Emergency medicine; Internal medicine; Pathology","score_opus":0.030867631022034426,"score_gpt":0.29957762047158015,"score_spread":0.2687099894495457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281776262","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":[0.9386416,0.013002627,0.00003347485,0.030929454,0.0003566728,0.0021611773,0.00005813283,0.000026532278,0.014790343],"genre_scores_gemma":[0.98122764,0.01157136,0.0026182365,0.0009919782,0.000053930664,0.00002267274,0.0000015292142,0.00002954802,0.0034831213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979,0.00005525943,0.0009602248,0.00021422449,0.00045468888,0.00041558067],"domain_scores_gemma":[0.99887455,0.00006115664,0.00034018766,0.00025162537,0.00019212795,0.00028033846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006549928,0.00023082088,0.000844822,0.00055983133,0.00003276051,0.000016239654,0.00017176586,0.000055013836,0.00020426275],"category_scores_gemma":[0.00014689044,0.00013438592,0.00025512907,0.00022483006,0.00008015596,0.0002493198,0.000051810268,0.00015367637,0.000009226689],"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":[0.00022398858,0.000248405,0.8668508,0.008361344,0.0011762844,0.00080155476,0.00042746207,3.0560412e-7,0.000047483853,0.0009013388,0.014095214,0.10686583],"study_design_scores_gemma":[0.003973854,0.00035195568,0.93316835,0.00933362,0.0006425195,0.00006928049,0.0002642127,3.6679285e-7,0.000039801398,0.00013110538,0.051860794,0.00016413974],"about_ca_topic_score_codex":0.009172863,"about_ca_topic_score_gemma":0.030325247,"teacher_disagreement_score":0.106701694,"about_ca_system_score_codex":0.0002173881,"about_ca_system_score_gemma":0.000100782054,"threshold_uncertainty_score":0.99742514},"labels":[],"label_agreement":null}]}