{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":37,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":37,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"eaf6a77cb666","filters":{"venue":"Journal of the Royal Army Medical Corps"}},"results":[{"id":"W2762524944","doi":"10.1136/jramc-2017-000817","title":"A pilot study of surgical telementoring for leg fasciotomy","year":2017,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; McGill University; Canadian Armed Forces","funders":"","keywords":"Medicine; Fasciotomy; Surgery; Compartment (ship); Decompression; Orthopedic surgery; Cadaver","authors":[{"name":"Max Talbot","is_ca":true},{"name":"Edward J. Harvey","is_ca":true},{"name":"Greg Berry","is_ca":true},{"name":"Rudy Reindl","is_ca":true},{"name":"Homer Tien","is_ca":true},{"name":"Daniel J. Stinner","is_ca":false},{"name":"Gerard P. Slobogean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05335970765157119,"gpt":0.3392955781874391,"spread":0.2859358705358679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008191386,0.0001092069,0.0004263171,0.00004324348,0.0002108435,0.00002188187,0.0005780255,0.00002984691,0.0002849434],"category_scores_gemma":[0.0004790053,0.00006017971,0.0002215998,0.00003629411,0.0001242917,0.00004686374,0.0001728583,0.0003290371,0.000002361223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004090406,"about_ca_system_score_gemma":0.0001566205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009604073,"about_ca_topic_score_gemma":0.00005888701,"domain_scores_codex":[0.9980073,0.0000653616,0.0005670152,0.0001055692,0.001059668,0.0001950958],"domain_scores_gemma":[0.9985429,0.0001350125,0.0005724905,0.0003413846,0.0001317844,0.0002764123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0100774,0.01825042,0.8685907,0.0004204579,0.001588547,0.0009058429,0.001005882,0.00005079022,0.0006818428,0.0005448884,0.04250284,0.05538045],"study_design_scores_gemma":[0.05635423,0.03908766,0.8098536,0.001662284,0.001164904,0.0005082423,0.002602209,0.00190566,0.001253967,0.000667872,0.08457781,0.0003616291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936853,0.0001178166,0.00007806061,0.002793765,0.0008729458,0.0004656839,0.000001757708,0.000004525401,0.001980125],"genre_scores_gemma":[0.9985639,0.00002169178,0.0000723239,0.0001363832,0.0005514513,0.000009806562,3.528523e-7,0.00001073446,0.0006333899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05873712,"threshold_uncertainty_score":0.3119931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2220394862","doi":"10.1136/jramc-2015-000541","title":"Impact of personal protective equipment on clinical output and perceived exertion","year":2015,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Armed Forces; Western University","funders":"","keywords":"Medicine; Rating of perceived exertion; Perceived exertion; Physical therapy; Exertion; Personal protective equipment; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Heart rate; Blood pressure","authors":[{"name":"Shelly Lyn Maynard","is_ca":false},{"name":"Raymond Kao","is_ca":true},{"name":"D Craig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.111252024873543,"gpt":0.4139570346117849,"spread":0.3027050097382419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002110161,0.0001030683,0.0003826786,0.0000931641,0.00005604224,0.00001090186,0.0001148173,0.000135321,0.0002013289],"category_scores_gemma":[0.002437272,0.00004818163,0.0003778695,0.0001074563,0.0002740947,0.00003712324,0.00008941512,0.0009862713,0.000009721804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092599,"about_ca_system_score_gemma":0.0008472201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187219,"about_ca_topic_score_gemma":0.00000488051,"domain_scores_codex":[0.9976214,0.0002957895,0.0005299466,0.0001107108,0.001268021,0.0001741821],"domain_scores_gemma":[0.9983967,0.0001554315,0.0002617371,0.0001026342,0.0004328445,0.0006506742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02423265,0.006080831,0.6060196,0.0001912065,0.00194658,0.000606811,0.002801589,0.0002667574,0.002666721,0.0000797008,0.04647116,0.3086365],"study_design_scores_gemma":[0.005202522,0.01631123,0.9681908,0.000638415,0.0001339924,0.0006314795,0.0002579537,0.007579803,0.000169277,0.0002068917,0.0005923117,0.00008526107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952663,0.000103055,0.0002434473,0.002940868,0.0003042927,0.0002318372,0.000002529608,0.000004364813,0.0009033636],"genre_scores_gemma":[0.9986014,0.00004258121,0.00004822543,0.0001815804,0.0005839068,0.000002542851,4.424148e-7,0.000008510519,0.0005307692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3621713,"threshold_uncertainty_score":0.4284913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320221533","doi":"10.1136/jramc-153-01-11","title":"Reflections on medical aspects of ISAF IX in Afghanistan","year":2007,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Afghan; Security forces; Health sector; Military medicine; Political science; Medicine; Health services; Environmental health; Law; Politics","authors":[{"name":"Martin Bricknell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09289887108034373,"gpt":0.4811984781239103,"spread":0.3882996070435665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006624599,0.0001350282,0.0004973603,0.0001784416,0.0004182252,0.000002149999,0.0005343746,0.0003530706,0.001898385],"category_scores_gemma":[0.008489495,0.00007649422,0.0001663653,0.0003927629,0.0002088982,0.00002560288,0.0001586204,0.002886411,0.00005592082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755345,"about_ca_system_score_gemma":0.001996959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002935766,"about_ca_topic_score_gemma":0.001797362,"domain_scores_codex":[0.9951108,0.0005496458,0.001594087,0.0001254717,0.00204221,0.0005777726],"domain_scores_gemma":[0.9959696,0.002079331,0.0007012435,0.0002121845,0.0002515536,0.0007861208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01422835,0.008216366,0.2218195,0.003326621,0.001112815,0.006295644,0.09375265,0.0001211331,0.0005727786,0.2292276,0.2762263,0.1451003],"study_design_scores_gemma":[0.005781153,0.001751413,0.2318499,0.005508699,0.00007665565,0.0001227081,0.005960322,0.0002310356,0.0002224415,0.004031719,0.744176,0.0002879236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5348129,0.0007437645,0.001293232,0.1588168,0.007863544,0.0005801707,0.000007476108,0.00003243788,0.2958496],"genre_scores_gemma":[0.9818116,0.0001551569,0.00006411682,0.01513933,0.001412745,0.000004732761,3.052075e-7,0.00001433574,0.001397606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4679497,"threshold_uncertainty_score":0.9998624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097748989","doi":"10.1136/jramc-147-02-08","title":"Clinical findings of the second 1000 UK Gulf War Veterans who attended the Ministry of Defence’s Medical Assessment Programme","year":2001,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Christian ministry; Psychiatry; Medicine; Veterans Affairs; Gulf war; Disease; Depression (economics); Military personnel; Military service; Internal medicine","authors":[{"name":"H A Lee","is_ca":true},{"name":"R. Gabriel","is_ca":true},{"name":"Amanda J Bale","is_ca":true},{"name":"Patrick Bolton","is_ca":false},{"name":"NF Blatchley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03707835413528755,"gpt":0.3549190191864546,"spread":0.3178406650511671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006240857,0.0002465432,0.0009518203,0.00007187135,0.0001656461,0.00001678643,0.001886984,0.0004485277,0.007697037],"category_scores_gemma":[0.002707385,0.0001021607,0.00105947,0.0004153533,0.001966371,0.00003921574,0.0004519376,0.002987323,0.000009744331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614784,"about_ca_system_score_gemma":0.003529657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004674266,"about_ca_topic_score_gemma":0.00002033371,"domain_scores_codex":[0.9912977,0.0008451768,0.001941501,0.0002517712,0.005056813,0.0006070042],"domain_scores_gemma":[0.9958856,0.001419538,0.0007980002,0.000725611,0.000400768,0.0007704662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002281874,0.003582649,0.8313842,0.002936327,0.002340854,0.001780328,0.001263829,0.00002008456,0.0008753797,0.0006293851,0.1198713,0.03303379],"study_design_scores_gemma":[0.01561582,0.006800678,0.9064448,0.01308983,0.0009931242,0.01005202,0.001665558,0.004834935,0.002291764,0.0009464622,0.03679964,0.0004653292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579839,0.0005767851,0.0001359633,0.03802157,0.0008974369,0.000405747,0.000008828456,0.000006684174,0.001963087],"genre_scores_gemma":[0.9953607,0.0002985444,0.0001670987,0.0004097684,0.0003757537,0.000006148937,0.000001839641,0.00002433678,0.003355799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08307169,"threshold_uncertainty_score":0.9993128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087118227","doi":"10.1136/jramc-156-02-10","title":"Management of Devastating Ocular Trauma - Experience of Maxillofacial Surgeons Deployed to a forward Field Hospital","year":2010,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Eye injuries; Medical emergency; Optometry; Military medicine; Eye protection; General surgery; Surgery; Poison control; Injury prevention","authors":[{"name":"Mark Ansell","is_ca":false},{"name":"Johno Breeze","is_ca":false},{"name":"McAlister VC","is_ca":true},{"name":"Williams MD","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008456866617911413,"gpt":0.2713890909340788,"spread":0.2629322243161674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007204064,0.0001354165,0.0004868129,0.00008701825,0.00006079053,0.000008528491,0.0004016546,0.0001059536,0.0004502103],"category_scores_gemma":[0.0009096348,0.00008094778,0.0003980518,0.0001811446,0.0002039952,0.00004487957,0.0001256119,0.0004962276,0.000002440587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001702241,"about_ca_system_score_gemma":0.0001026329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006216871,"about_ca_topic_score_gemma":0.00001154126,"domain_scores_codex":[0.9974818,0.00003834924,0.0008519891,0.0001150465,0.001289687,0.0002231011],"domain_scores_gemma":[0.9986955,0.0001002876,0.0004176994,0.0002644392,0.0001901408,0.0003319215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003866372,0.003306791,0.3549519,0.001920608,0.002656314,0.00262212,0.02100368,0.0001121109,0.007082007,0.009573554,0.006347527,0.586557],"study_design_scores_gemma":[0.01435089,0.009743089,0.6708704,0.006709178,0.002397483,0.001402058,0.01654328,0.002210834,0.2491052,0.004325945,0.02126057,0.001081038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929842,0.00004304582,0.003293474,0.00150485,0.0007451156,0.0002372243,0.000004626172,0.000007416349,0.001180047],"genre_scores_gemma":[0.9935468,0.000008186421,0.005987818,0.000276446,0.0000750819,0.000004796131,4.643326e-7,0.00001342542,0.00008696083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.585476,"threshold_uncertainty_score":0.4929487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141128626","doi":"10.1136/jramc-156-04s-15","title":"Creating Airway Management Guidelines for Casualties with Penetrating Airway Injuries","year":2010,"lang":"en","type":"review","venue":"Journal of the Royal Army Medical Corps","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Airway management; Airway; Medicine; Intubation; Medical emergency; Intensive care medicine; Population; Civilian population; Tracheal intubation; Cricothyrotomy; Surgery","authors":[{"name":"Simon Mercer","is_ca":false},{"name":"SE Lewis","is_ca":false},{"name":"SJ Wilson","is_ca":true},{"name":"Peter Groom","is_ca":false},{"name":"PF Mahoney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06389247875530855,"gpt":0.3794581755580571,"spread":0.3155656968027485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002423421,0.000498636,0.001808424,0.0003088892,0.0002849606,0.00007819522,0.0008154825,0.000410992,0.0008062451],"category_scores_gemma":[0.002552767,0.0002369905,0.000943072,0.0002652767,0.0002533487,0.00009885592,0.0002759413,0.001539501,0.00000687268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299438,"about_ca_system_score_gemma":0.0005730969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009092984,"about_ca_topic_score_gemma":0.00001333853,"domain_scores_codex":[0.9954953,0.000145925,0.002037263,0.0002844375,0.00167726,0.0003598274],"domain_scores_gemma":[0.9956659,0.0004181357,0.002213389,0.0004447126,0.0009662106,0.0002916729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008715607,0.00007842193,0.00002290025,0.008470097,0.0004614825,0.00001733456,0.00004500608,0.000001824588,2.187436e-7,0.0004829218,0.08145655,0.9088761],"study_design_scores_gemma":[0.0006504716,0.001897387,0.000008008901,0.03701963,0.002681381,0.00007615828,0.0001437078,0.0002178688,0.00002357279,0.0001035575,0.9569179,0.0002602979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001547188,0.9593975,0.007230643,0.003785639,0.001320376,0.002548385,0.00001429573,0.0001054424,0.025443],"genre_scores_gemma":[0.00002296733,0.9468097,0.0177127,0.0004650033,0.002439199,0.0001074849,0.00001689042,0.00009013827,0.0323359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9086158,"threshold_uncertainty_score":0.9664194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2270142572","doi":"10.1136/jramc-2015-000501","title":"A case of a chlorine inhalation injury in an Ebola treatment unit","year":2015,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Misericordia Community Hospital","funders":"","keywords":"Ebola virus; Sierra leone; Medicine; Chlorine; Inhalation; Respiratory distress; Coronavirus disease 2019 (COVID-19); Chlorine gas; Intensive care medicine; Medical emergency; Emergency medicine; Surgery; Disease; Anesthesia; Infectious disease (medical specialty); Internal medicine; Chemistry","authors":[{"name":"Adrian Carpenter","is_ca":false},{"name":"Andrew T. Cox","is_ca":false},{"name":"D. Marion","is_ca":true},{"name":"Anastasia Phillips","is_ca":false},{"name":"Ian Ewington","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04474209588297592,"gpt":0.3122633708498209,"spread":0.267521274966845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007325446,0.00008071247,0.0002323397,0.00009832136,0.00003307788,0.000004178636,0.0001257581,0.0001566931,0.0007341481],"category_scores_gemma":[0.0008394603,0.00004462632,0.00007305029,0.000159335,0.0001212878,0.00005795714,0.00003858548,0.0002592909,0.00001444316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006249261,"about_ca_system_score_gemma":0.0002626033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001715096,"about_ca_topic_score_gemma":0.0001957715,"domain_scores_codex":[0.9988307,0.0003749233,0.0004907382,0.0000704488,0.0001239988,0.0001091747],"domain_scores_gemma":[0.9992462,0.00007295288,0.0002929332,0.0001159934,0.0001511101,0.0001207835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01429027,0.01067394,0.3616705,0.0001940945,0.0008398862,0.005121693,0.01289155,0.001395051,0.02415139,0.003531847,0.01290369,0.552336],"study_design_scores_gemma":[0.1260035,0.05380552,0.2773574,0.003776444,0.001856436,0.0920551,0.01279196,0.02060468,0.1398961,0.009600081,0.2599651,0.002287782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972138,0.0001711255,0.0002675089,0.000546275,0.001136561,0.00008210045,0.000003128219,0.00000540769,0.0005740934],"genre_scores_gemma":[0.9992999,0.0000191219,0.00001338172,0.0001930624,0.00009680379,0.000001692062,0.000005452814,0.000004400166,0.0003661383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5500483,"threshold_uncertainty_score":0.8038407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2743307506","doi":"10.1136/jramc-2017-000788","title":"The future of resuscitative endovascular balloon occlusion in combat operations","year":2017,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; Western University","funders":"","keywords":"Medicine; Resuscitation; Context (archaeology); Thoracotomy; Damage control surgery; Damage control; Surgery; Intensive care medicine","authors":[{"name":"Shane Smith","is_ca":true},{"name":"Richard Hilsden","is_ca":true},{"name":"Andrew Beckett","is_ca":true},{"name":"Vivian C. McAlister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01550452431394755,"gpt":0.2952010537506432,"spread":0.2796965294366957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002710908,0.000149697,0.000425452,0.00009150586,0.0005790851,0.00005319799,0.0008729111,0.0001587815,0.00007185869],"category_scores_gemma":[0.005149998,0.00007308001,0.0003095055,0.0001450834,0.0004536657,0.0001254879,0.0002290719,0.001000554,0.000006135886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001380333,"about_ca_system_score_gemma":0.0005260622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007531015,"about_ca_topic_score_gemma":0.0007595404,"domain_scores_codex":[0.9966981,0.0003903923,0.0008242306,0.0001433002,0.001708983,0.000234944],"domain_scores_gemma":[0.9976146,0.0004203999,0.0006181683,0.0006041033,0.0005009498,0.0002417628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01051176,0.003606397,0.2452994,0.0007325617,0.001883094,0.003637923,0.01443925,0.003555302,0.01340369,0.01453004,0.04519632,0.6432043],"study_design_scores_gemma":[0.007928329,0.0008102899,0.9629748,0.001750766,0.00029074,0.0003468798,0.002381078,0.006255104,0.00297976,0.001703634,0.01238881,0.0001898334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493568,0.002317187,0.0003350377,0.04406918,0.002334074,0.0003864809,0.000006374353,0.000006740519,0.001188132],"genre_scores_gemma":[0.9974355,0.0006173414,0.0005583326,0.000405624,0.0007031694,0.00000296744,0.000002026448,0.0000154485,0.0002596687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7176754,"threshold_uncertainty_score":0.6165401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2309195547","doi":"10.1136/jramc-2015-000612","title":"Coordination and relationships between organisations during the civil–military international response against Ebola in Sierra Leone: an observational discussion","year":2016,"lang":"en","type":"review","venue":"Journal of the Royal Army Medical Corps","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Armed Forces","funders":"Department for International Development","keywords":"Sierra leone; Ebola virus; Battle; Political science; Government (linguistics); Humanitarian crisis; Public administration; Ebolavirus; North Atlantic Treaty; Law; Economic growth; Outbreak; Medicine; Sociology; Alliance; Refugee; Socioeconomics; Virology; Geography","authors":[{"name":"Colleen Forestier","is_ca":true},{"name":"Andrew T. Cox","is_ca":false},{"name":"Simon Horne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1041389842535055,"gpt":0.380384955206236,"spread":0.2762459709527305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004709736,0.0002481436,0.0007410512,0.000426085,0.0004442337,0.00004255835,0.0005136898,0.0003782793,0.0003364472],"category_scores_gemma":[0.006480739,0.0000974421,0.0003445187,0.0004659852,0.0002878345,0.0002302364,0.0002709745,0.002344256,0.00001418502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006542894,"about_ca_system_score_gemma":0.001301018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002268004,"about_ca_topic_score_gemma":0.00007052765,"domain_scores_codex":[0.9949166,0.001859248,0.00124207,0.0002393427,0.001501534,0.0002412486],"domain_scores_gemma":[0.9969318,0.001537023,0.0005463284,0.0003002173,0.0003284732,0.0003561585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001114926,0.0008240807,0.0824378,0.002499706,0.0009231929,0.0003726537,0.0009579842,0.00006119852,0.0001159571,0.0002845392,0.005122771,0.9052852],"study_design_scores_gemma":[0.002629086,0.0003432715,0.4985578,0.02921321,0.0004741669,0.001092033,0.0002754829,0.0008089436,0.000007062011,0.0004058517,0.4658393,0.0003537958],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3580988,0.5330107,0.0005258088,0.1030844,0.002229546,0.002136343,0.0002016582,0.00005317668,0.0006595989],"genre_scores_gemma":[0.2888184,0.7036833,0.00008846135,0.0002248606,0.002546333,0.00004384384,0.0000915422,0.0000732092,0.004430078],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9049314,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2797882406","doi":"10.1136/jramc-2018-000956","title":"Guidelines for using animal models in blast injury research","year":2018,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Disaster Response and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Blast injury; Animal model; Task (project management); Set (abstract data type); Medicine; Computer science; Poison control; Medical emergency; Engineering; Systems engineering","authors":[{"name":"Sarah Watts","is_ca":false},{"name":"Emrys Kirkman","is_ca":false},{"name":"Dan Bieler","is_ca":false},{"name":"Stephen Bjarnason","is_ca":true},{"name":"Axel Franke","is_ca":false},{"name":"Rishi Gupta","is_ca":false},{"name":"Michael J. Leggieri","is_ca":false},{"name":"Hans Orru","is_ca":false},{"name":"Simon Ouellet","is_ca":true},{"name":"M.M.G.M. Philippens","is_ca":false},{"name":"J-C Sarron","is_ca":false},{"name":"Stian Skriudalen","is_ca":false},{"name":"Jan Arild Teland","is_ca":false},{"name":"Mårten Risling","is_ca":false},{"name":"Ibolja Černak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4725948704158869,"gpt":0.5806813415587636,"spread":0.1080864711428767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009482547,0.00009252391,0.0002553328,0.0002018657,0.0004092404,0.00001192028,0.0006583005,0.0001395999,0.0004089013],"category_scores_gemma":[0.004507361,0.00005225532,0.0001156642,0.0002515558,0.0001926873,0.00008999205,0.0005084726,0.0009470006,0.00003167784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655731,"about_ca_system_score_gemma":0.0008346718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001007029,"about_ca_topic_score_gemma":0.0001522774,"domain_scores_codex":[0.9962847,0.000970108,0.0009664344,0.0001248919,0.001169509,0.0004843911],"domain_scores_gemma":[0.9974863,0.0006074817,0.0003075086,0.0002091232,0.001156303,0.0002332914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01027508,0.0005051372,0.002856918,0.0003544951,0.0001437737,0.000100276,0.005838821,0.0004367776,0.0006736185,0.0110437,0.945927,0.02184439],"study_design_scores_gemma":[0.006887661,0.003309266,0.003081294,0.007290734,0.0001248451,0.00003543533,0.01447048,0.3800282,0.0002790004,0.04305011,0.5410311,0.0004118518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659832,0.000109797,0.00846958,0.01814276,0.001548437,0.0005369191,0.000005389361,0.00000724467,0.005196698],"genre_scores_gemma":[0.9850058,0.00002463174,0.002126118,0.004881101,0.003475265,0.00001810904,3.098408e-7,0.00002421934,0.004444466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4048959,"threshold_uncertainty_score":0.5396058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127145328","doi":"10.1136/jramc-2015-000427","title":"Risk factors for heat illness among British soldiers in the hot Collective Training Environment","year":2015,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Heat illness; Medicine; Limiting; Human factors and ergonomics; Military personnel; Environmental health; Poison control; Engineering","authors":[{"name":"Alice C Moore","is_ca":false},{"name":"Michael Stacey","is_ca":false},{"name":"Kathryn Bailey","is_ca":false},{"name":"R J Bunn","is_ca":false},{"name":"D. R. Woods","is_ca":false},{"name":"Kevin J. Haworth","is_ca":false},{"name":"Stephen J. Brett","is_ca":false},{"name":"Stephanie E. F. Folkes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04867911734185952,"gpt":0.2803637564868813,"spread":0.2316846391450218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001668644,0.0001060171,0.0003299351,0.00003752703,0.0001275211,0.00001895323,0.0002721986,0.000111317,0.0002220776],"category_scores_gemma":[0.004768679,0.00005090515,0.0002370433,0.0001094806,0.000282856,0.00002930836,0.00003875066,0.0005584711,0.000001455731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159579,"about_ca_system_score_gemma":0.0002936415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009212387,"about_ca_topic_score_gemma":0.00003134939,"domain_scores_codex":[0.9980213,0.0004568592,0.0003805289,0.000106304,0.0008290944,0.0002059288],"domain_scores_gemma":[0.9981562,0.001147716,0.0001999813,0.000116047,0.00005852784,0.0003214825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07302909,0.00524141,0.2831026,0.0001855849,0.001965282,0.001905777,0.1297076,0.04492835,0.001739245,0.0003787642,0.1186489,0.3391673],"study_design_scores_gemma":[0.002943561,0.0009071238,0.9814292,0.000187037,0.0001024196,0.0001149337,0.005310028,0.00285046,0.0001008964,0.00119096,0.004762908,0.0001005098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972376,0.0001473904,0.000547216,0.00122079,0.0003083941,0.0003120228,0.00001009909,0.000004718087,0.0002117278],"genre_scores_gemma":[0.998401,0.00003438193,0.00006008534,0.0007261496,0.0002771492,0.000009160228,0.000001642875,0.000009384623,0.0004810575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6983265,"threshold_uncertainty_score":0.5708899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976322641","doi":"10.1136/jramc-148-03-07","title":"Bullet Markers - A Simple Technique To Assist In The Evaluation Of Penetrating Trauma","year":2002,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Radiological weapon; Penetrating trauma; Medicine; Penetrating wounds; Surgery; Radiology","authors":[{"name":"Adam Brooks","is_ca":true},{"name":"DMG Bowley","is_ca":false},{"name":"Kenneth D Boffard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06347130318854664,"gpt":0.3245192812863157,"spread":0.2610479780977691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005195949,0.0000969654,0.0002521766,0.000129334,0.00005304984,0.00001540159,0.0003908897,0.00007712772,0.00176259],"category_scores_gemma":[0.002930212,0.00004928119,0.0001769932,0.0003181241,0.00006670091,0.00004016604,0.00005075956,0.0004582577,0.000007297951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008565178,"about_ca_system_score_gemma":0.00006685469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000591089,"about_ca_topic_score_gemma":0.0000623182,"domain_scores_codex":[0.9967297,0.0003854318,0.0005888743,0.00009489413,0.002037022,0.000164018],"domain_scores_gemma":[0.9988531,0.0003649624,0.0002856854,0.0002068383,0.000154568,0.000134815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008334262,0.002458493,0.1424468,0.0002600881,0.0003132886,0.0003521141,0.002013846,0.0008411666,0.000549006,0.0003811241,0.3483358,0.5012149],"study_design_scores_gemma":[0.005186734,0.001588025,0.9613991,0.001661942,0.0007622998,0.0002600553,0.001297407,0.01286579,0.0009710817,0.0009961093,0.01282525,0.0001861978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601686,0.0002679458,0.0003677688,0.0257708,0.0001768213,0.0006725808,0.000001370167,0.000006254731,0.01256785],"genre_scores_gemma":[0.9976631,0.00001763311,0.0003885081,0.00157937,0.0002115114,0.00002558389,6.11036e-7,0.000008134061,0.0001055328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8189523,"threshold_uncertainty_score":0.9991499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161233805","doi":"10.1136/jramc-2013-000032","title":"Medical lessons learnt from the US and Canadian experience of treating combat casualties from Afghanistan and Iraq","year":2013,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Heterotopic Ossification and Related Conditions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Winston Churchill Memorial Trust","keywords":"Medicine; Amputation; Heterotopic ossification; Rehabilitation; Soft tissue; Surgery; Physical medicine and rehabilitation; Physical therapy","authors":[{"name":"Shreshth Dharm-Datta","is_ca":false},{"name":"J McLenaghan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02066558141194448,"gpt":0.2803143048036008,"spread":0.2596487233916563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003023907,0.0000962563,0.0002674779,0.00003705905,0.000207889,0.00002941013,0.0002300583,0.0001677905,0.002585848],"category_scores_gemma":[0.001207467,0.00004552229,0.00007465872,0.00006656998,0.0005743878,0.00003929654,0.00005781592,0.0006821114,0.00000559883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004552489,"about_ca_system_score_gemma":0.0004756115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06013959,"about_ca_topic_score_gemma":0.009100094,"domain_scores_codex":[0.9984195,0.0001591355,0.0004529462,0.0001064675,0.0007048808,0.000157126],"domain_scores_gemma":[0.9983033,0.0004792721,0.0002137121,0.0001756282,0.0001024834,0.0007256321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002354303,0.0005941013,0.744504,0.0001034705,0.001296143,0.0009260833,0.03384173,0.0000161267,0.00339521,0.002799357,0.03089712,0.1813912],"study_design_scores_gemma":[0.002747994,0.0002932276,0.9641831,0.001457826,0.0002731475,0.0005156424,0.006999385,0.005356526,0.0006639786,0.001143976,0.01619544,0.0001697856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502767,0.0008811578,0.00005416908,0.0476271,0.000269918,0.0001373766,0.0000152929,0.000004498314,0.0007337984],"genre_scores_gemma":[0.996968,0.0002088299,0.00008754779,0.002048153,0.0002385252,0.000005398765,0.000003217845,0.000006980852,0.0004333654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2196791,"threshold_uncertainty_score":0.9983259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059131893","doi":"10.1136/jramc-157-03s-11","title":"Limb Salvage of Severely Injured Extremities After Military Wounds","year":2011,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Bone fractures and treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Battlefield; Medicine; Dilemma; Military medicine; Surgery; Intensive care medicine; History","authors":[{"name":"Kate V. Brown","is_ca":true},{"name":"Philip Henman","is_ca":false},{"name":"S Stapley","is_ca":false},{"name":"J Clasper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01873856130956377,"gpt":0.2427539372859987,"spread":0.2240153759764349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003821994,0.0001563432,0.0004577179,0.00007393536,0.00003893133,0.000002925034,0.0002546904,0.0001716441,0.002120472],"category_scores_gemma":[0.0003469554,0.00007865209,0.0004120024,0.00009010582,0.0002278767,0.00005030579,0.00009920062,0.0006224068,0.00001228118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005799734,"about_ca_system_score_gemma":0.0002252569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001505983,"about_ca_topic_score_gemma":0.00004830619,"domain_scores_codex":[0.9980555,0.00009404964,0.0005939516,0.000104151,0.0009477183,0.0002046615],"domain_scores_gemma":[0.998934,0.00009700374,0.0002781545,0.0002592025,0.0001439926,0.0002876596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03777071,0.007794452,0.7070515,0.0007115001,0.004637727,0.009767437,0.008294845,0.000008392815,0.0005969969,0.0002067512,0.151423,0.07173669],"study_design_scores_gemma":[0.003405223,0.001977172,0.9782375,0.001013041,0.0007247617,0.0008701158,0.0001755736,0.00008813423,0.003269736,0.001322233,0.008768761,0.0001478144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903855,0.002952981,0.00003890149,0.001401657,0.000729263,0.0001082729,0.000008040452,0.000008058201,0.004367289],"genre_scores_gemma":[0.9956771,0.0001134115,0.0004664879,0.001632119,0.0003453587,0.000002377544,9.479775e-7,0.00001754007,0.001744659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2711859,"threshold_uncertainty_score":0.9987918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035374472","doi":"10.1136/jramc-153-04-13","title":"Military Intensive Care Part 1. A Historical Review","year":2007,"lang":"en","type":"review","venue":"Journal of the Royal Army Medical Corps","topic":"Disaster Response and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Intensive care; Military personnel; Military medicine; Medical emergency; Product (mathematics); Medicine; Intensive care medicine; Political science; Law","authors":[{"name":"JD Henning","is_ca":false},{"name":"MJ Roberts","is_ca":false},{"name":"Deep Sharma","is_ca":false},{"name":"Andrew R. Hoffman","is_ca":false},{"name":"PF Mahoney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1531300432116971,"gpt":0.4613802801684627,"spread":0.3082502369567656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004272096,0.0004341786,0.002837469,0.00018657,0.0002985172,0.00000357453,0.001564359,0.0005692196,0.002217582],"category_scores_gemma":[0.007980601,0.000211833,0.001769853,0.0003495868,0.0001070275,0.00003741448,0.0008571658,0.004438523,0.0004532564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182587,"about_ca_system_score_gemma":0.002287119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006271702,"about_ca_topic_score_gemma":0.00004054334,"domain_scores_codex":[0.9912976,0.002926114,0.002979372,0.0002758483,0.001923086,0.0005980013],"domain_scores_gemma":[0.9943206,0.001373193,0.001844716,0.0006613255,0.001089191,0.0007109653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003332861,0.00002586082,0.000002805768,0.04231528,0.0001415627,0.0003467953,0.0002914653,4.893491e-8,6.004763e-10,0.00001641047,0.5296767,0.4271497],"study_design_scores_gemma":[0.0002402954,0.0001107496,0.000002487287,0.2462578,0.001545778,0.00008203739,0.0006331307,4.981878e-7,2.743367e-9,0.00001507758,0.7509626,0.0001494911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002483873,0.9785993,0.00006717311,0.004221521,0.009077189,0.001251947,0.00001176837,0.00001693657,0.006751669],"genre_scores_gemma":[6.159192e-7,0.9600145,0.00003205693,0.02065251,0.002577967,0.00004750387,0.000008639232,0.00004968678,0.0166165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4270002,"threshold_uncertainty_score":0.9986945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063412635","doi":"10.1136/jramc-147-03-06","title":"Rescue of the Remnants: The British Emergency Medical Relief Operation in Belsen Camp 1945","year":2001,"lang":"en","type":"review","venue":"Journal of the Royal Army Medical Corps","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Medical emergency; Emergency medical services; Medicine; History; Emergency medicine","authors":[{"name":"Elly Trepman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08069993290642324,"gpt":0.4359688536134406,"spread":0.3552689207070173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009608074,0.0003582162,0.002018615,0.00008835782,0.001955131,0.00001670891,0.002577834,0.001070301,0.002704539],"category_scores_gemma":[0.01657161,0.0001496861,0.0008637862,0.0007472131,0.0003716843,0.00005070551,0.0008958552,0.007298591,0.0000548316],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000411685,"about_ca_system_score_gemma":0.006907043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002781278,"about_ca_topic_score_gemma":0.007256336,"domain_scores_codex":[0.9865683,0.00476345,0.004433421,0.000274935,0.00318762,0.0007722653],"domain_scores_gemma":[0.9943866,0.001628156,0.002285351,0.000675243,0.000428129,0.0005964846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005921512,0.0002594201,0.002081051,0.006124139,0.0002275515,0.000207913,0.00233609,0.000004336328,4.490303e-8,0.00008917302,0.185696,0.8029151],"study_design_scores_gemma":[0.0005976174,0.00008193187,0.001934517,0.05006387,0.0002478852,0.0002160616,0.0002361645,0.00004587945,4.214171e-8,0.00007430818,0.9463605,0.0001411692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00101704,0.9281647,0.00002156541,0.05943595,0.007522743,0.001394863,0.00002119239,0.00001019921,0.002411756],"genre_scores_gemma":[0.000280509,0.9867603,0.000008908331,0.004205792,0.003045333,0.0000758966,0.000002976781,0.00004271337,0.005577547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.802774,"threshold_uncertainty_score":0.9993442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107369927","doi":"10.1136/jramc-2013-000019","title":"The surgical anatomy of the perineum","year":2013,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Perineum; Medicine; Anatomy; Pelvis; Scrotum; Penis; Surgery","authors":[{"name":"Vishy Mahadevan","is_ca":false},{"name":"Pankaj Chandak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008770416909168825,"gpt":0.263356145535785,"spread":0.2545857286266162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000471089,0.0001174104,0.0003067505,0.00001704519,0.0001693465,0.00001553286,0.0005558072,0.0001088045,0.001281889],"category_scores_gemma":[0.0008734709,0.00003446331,0.0004433461,0.0001433992,0.0004508099,0.00002353628,0.0001888386,0.0006694501,0.00002646121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002854576,"about_ca_system_score_gemma":0.0001585201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005551884,"about_ca_topic_score_gemma":0.000007636438,"domain_scores_codex":[0.9978992,0.0001883442,0.0004919458,0.00008604989,0.001111865,0.0002225956],"domain_scores_gemma":[0.9986059,0.0003688019,0.0003175897,0.0002778821,0.0001703824,0.000259432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001790135,0.003620181,0.7250991,0.0001066766,0.001739153,0.001023826,0.0003362129,0.00007581803,0.0001999429,0.003931571,0.139867,0.1222103],"study_design_scores_gemma":[0.005341695,0.00127931,0.8284719,0.0002453847,0.0003795652,0.001193879,0.0001728151,0.001798667,0.0002802788,0.004174286,0.1565345,0.0001277202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379721,0.001048606,0.000008209843,0.05567773,0.0005833955,0.0002119508,0.000001180766,0.000004787538,0.004492031],"genre_scores_gemma":[0.9963796,0.0001734755,0.00001932395,0.001071375,0.0002254259,0.000004397662,2.032316e-7,0.000008092975,0.002118171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220826,"threshold_uncertainty_score":0.999631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2510388241","doi":"10.1136/jramc-2016-000664","title":"Randomised controlled trial comparing marksmanship following application of a tourniquet or haemostatic clamp in healthy volunteers","year":2016,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Armed Forces; Health Sciences Centre; OPKO Health (Canada); Sunnybrook Health Science Centre; Foothills Medical Centre","funders":"","keywords":"Medicine; Tourniquet; Randomized controlled trial; Anesthesia; Clamp; Physical therapy; Surgery; Computer science","authors":[{"name":"Anthony J. LaPorta","is_ca":false},{"name":"Andrew W. Kirkpatrick","is_ca":true},{"name":"Jessica McKee","is_ca":false},{"name":"Derek J. Roberts","is_ca":true},{"name":"Homer Tien","is_ca":true},{"name":"Andrew Beckett","is_ca":true},{"name":"Chad G. Ball","is_ca":true},{"name":"Ian McKee","is_ca":false},{"name":"Deon Louw","is_ca":true},{"name":"John B. Holcomb","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03039175589069965,"gpt":0.315642571161272,"spread":0.2852508152705723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004760638,0.0002034026,0.001359318,0.0002397206,0.00006748692,0.00001242408,0.0003851704,0.0001796478,0.0001026004],"category_scores_gemma":[0.01030526,0.00009587919,0.0005841219,0.0003097707,0.0001421611,0.00008856941,0.00005312541,0.0006274839,0.000005209745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415788,"about_ca_system_score_gemma":0.0009330216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004765599,"about_ca_topic_score_gemma":0.000191991,"domain_scores_codex":[0.9951437,0.0007632201,0.001980552,0.0001974978,0.001577681,0.0003373716],"domain_scores_gemma":[0.9953957,0.00250064,0.001182746,0.000288818,0.0002365694,0.0003955077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9522771,0.0005274352,0.01704053,0.0001425484,0.0002349276,0.0001289546,0.0004277109,0.00005590327,0.0006360349,0.0000361429,0.0007592824,0.02773346],"study_design_scores_gemma":[0.9634435,0.001991457,0.02229978,0.00196383,0.0004095857,0.000104626,0.000278336,0.008423427,0.000350617,0.0003238095,0.0002592269,0.0001517644],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726599,0.0002005154,0.01312387,0.01010581,0.001044953,0.002561302,0.000001859598,0.00001562907,0.0002862031],"genre_scores_gemma":[0.9980366,0.00004569787,0.0006649901,0.0006136423,0.0003812634,0.00007137221,0.00000152816,0.00002542548,0.0001594481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0275817,"threshold_uncertainty_score":0.9980314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2287324796","doi":"10.1136/jramc-2015-000550","title":"Ultrasound-assisted external fixation: a technique for austere environments","year":2015,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Bone fractures and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Canadian Armed Forces","funders":"","keywords":"Medicine; Fixation (population genetics); Surgery; Medical emergency; Environmental health","authors":[{"name":"Max Talbot","is_ca":true},{"name":"Edward J. Harvey","is_ca":true},{"name":"Rudy Reindl","is_ca":true},{"name":"Paul A. Martineau","is_ca":true},{"name":"Prism Schneider","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02945059099683616,"gpt":0.2930204551282183,"spread":0.2635698641313821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005919648,0.0001329716,0.0003029778,0.00004077581,0.00006491086,0.00001506405,0.0002260123,0.0001540558,0.0002678202],"category_scores_gemma":[0.0008491037,0.00006860874,0.0002636446,0.00005845508,0.00008448891,0.00004273289,0.00004782839,0.0004128253,0.00001243295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186403,"about_ca_system_score_gemma":0.0002482256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001427064,"about_ca_topic_score_gemma":0.000003325816,"domain_scores_codex":[0.9981917,0.00007084769,0.0004439082,0.0001078586,0.001003712,0.0001819907],"domain_scores_gemma":[0.9986749,0.000144556,0.000401183,0.0001931638,0.00008391622,0.0005022314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01558756,0.009800948,0.3541066,0.0004189356,0.003348695,0.00411386,0.001232729,0.0003575274,0.02345156,0.0004108846,0.4938605,0.09331021],"study_design_scores_gemma":[0.0363181,0.006999205,0.5541858,0.003358495,0.002301762,0.02893093,0.0002699731,0.0009648665,0.03137669,0.005476247,0.329187,0.0006309159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8570506,0.001789182,0.1104541,0.0221581,0.003390557,0.002085672,0.00003125924,0.00003538906,0.003005161],"genre_scores_gemma":[0.9899355,0.00002158818,0.004073324,0.001276326,0.0007450356,0.00001996045,0.000003795225,0.00001844784,0.003906084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2000792,"threshold_uncertainty_score":0.2932443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985922978","doi":"10.1136/jramc-158-04-08","title":"Plasmodium Knowlesi Malaria: Assessing the Risk to the British Armed Forces","year":2012,"lang":"en","type":"review","venue":"Journal of the Royal Army Medical Corps","topic":"Malaria Research and Control","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Malaria; Plasmodium knowlesi; Zoonosis; Disease; Environmental health; Transmission (telecommunications); Vector (molecular biology); Epidemiology; Case fatality rate; Jungle; Plasmodium falciparum; Geography; Medicine; Biology; Veterinary medicine; Immunology; Ecology; Population; Plasmodium vivax","authors":[{"name":"Susanna Roughton","is_ca":true},{"name":"AD Green","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03898844896334199,"gpt":0.3441920609721619,"spread":0.3052036120088199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008126909,0.0004464835,0.002028348,0.0001098917,0.0009542091,0.0005659279,0.002427366,0.000528754,0.001338483],"category_scores_gemma":[0.009196032,0.0001689002,0.001778739,0.0004627532,0.0003624698,0.00009128888,0.0006314879,0.00585504,0.000157546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002473307,"about_ca_system_score_gemma":0.002596947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002217818,"about_ca_topic_score_gemma":0.0002088444,"domain_scores_codex":[0.9917521,0.002227941,0.001498762,0.0002805098,0.003344692,0.0008959351],"domain_scores_gemma":[0.9936007,0.002478061,0.001446047,0.0007865802,0.0004089669,0.001279595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000976756,0.000179092,0.0001063356,0.001365008,0.0009375627,0.0003447829,0.00004286422,0.000005432131,1.547065e-7,0.00008226192,0.04593095,0.9509079],"study_design_scores_gemma":[0.0009907911,0.0002417306,0.001375847,0.01510636,0.004377585,0.003563739,0.00006034496,0.0002771531,5.521043e-7,0.00007571453,0.9737419,0.0001882295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001468016,0.9680123,0.0008290908,0.02428445,0.002643366,0.001406076,0.00002543247,0.00001608625,0.002636389],"genre_scores_gemma":[0.003757963,0.9796733,0.0001009238,0.001518391,0.009241179,0.00007551419,0.000005119606,0.00007963312,0.005548028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9507197,"threshold_uncertainty_score":0.9995744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999441655","doi":"10.1136/jramc-2014-000350","title":"A survey of major trauma centre staffing in England","year":2015,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Aberdeen; McMaster University","keywords":"Staffing; Medicine; Major trauma; Service delivery framework; Service (business); Medical emergency; Multidisciplinary approach; Nursing; Business","authors":[{"name":"Jan O. Jansen","is_ca":false},{"name":"Jonathan J. Morrison","is_ca":false},{"name":"Nigel Tai","is_ca":false},{"name":"Mark J. Midwinter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0482715435724585,"gpt":0.2966431348882966,"spread":0.2483715913158381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001998218,0.0001051136,0.0004689182,0.00007912161,0.00002466777,0.000003247729,0.0002197516,0.00008479216,0.0001963487],"category_scores_gemma":[0.003942777,0.00005617388,0.0001477868,0.000227911,0.0001042264,0.00002537804,0.00007150117,0.0005045995,0.000004036508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006792811,"about_ca_system_score_gemma":0.0003453004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006863628,"about_ca_topic_score_gemma":0.002568425,"domain_scores_codex":[0.9977795,0.000245937,0.0006483208,0.00008307162,0.001041852,0.0002012833],"domain_scores_gemma":[0.9987057,0.0001966067,0.0002547973,0.0001290479,0.0003889782,0.0003248604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001385571,0.0005081271,0.93051,0.0001010934,0.0002256505,0.0004001094,0.003494893,0.00008403072,0.00003419298,0.00001529034,0.01887577,0.04436523],"study_design_scores_gemma":[0.005659516,0.0004384887,0.9854459,0.0005714991,0.00009905566,0.0001152351,0.0006479488,0.0003082932,0.0002630581,0.00008288954,0.006285818,0.00008228455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919317,0.001657577,0.00003103253,0.003237038,0.00106605,0.00008034526,0.000006100518,0.00000421097,0.001985987],"genre_scores_gemma":[0.9991289,0.00005681894,0.0000685694,0.0001400141,0.0002952323,4.093141e-7,0.000001067266,0.000009179588,0.0002997949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05493588,"threshold_uncertainty_score":0.4720158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800012876","doi":"10.1136/jramc-2018-000948","title":"Guidelines for conducting epidemiological studies of blast injury","year":2018,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Disaster Response and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Blast injury; Epidemiology; Blast wave; Blunt; Injury prevention; Medicine; Poison control; Occupational safety and health; Medical emergency; Forensic engineering; Surgery; Engineering; Pathology","authors":[{"name":"Dan Bieler","is_ca":false},{"name":"Ibolja Černak","is_ca":false},{"name":"Lucie Martineau","is_ca":true},{"name":"Stephen Bjarnason","is_ca":true},{"name":"Axel Franke","is_ca":false},{"name":"Emrys Kirkman","is_ca":false},{"name":"Michael J. Leggieri","is_ca":false},{"name":"Hans Orru","is_ca":false},{"name":"Simon Ouellet","is_ca":true},{"name":"M.M.G.M. Philippens","is_ca":false},{"name":"M G Risling","is_ca":false},{"name":"J-C Sarron","is_ca":false},{"name":"Stian Skriudalen","is_ca":false},{"name":"Jan Arild Teland","is_ca":false},{"name":"Sarah Watts","is_ca":false},{"name":"Rishi Gupta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5177066819056053,"gpt":0.5723554808528035,"spread":0.05464879894719821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008026697,0.000113478,0.0005457476,0.00005597663,0.0003150938,0.000002315849,0.0005005176,0.0001225865,0.0004298999],"category_scores_gemma":[0.04541557,0.0000516746,0.0002317971,0.00009449984,0.0003843458,0.0000375732,0.0004281767,0.000482858,0.0000218841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004848952,"about_ca_system_score_gemma":0.0002444516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001092395,"about_ca_topic_score_gemma":0.00001658231,"domain_scores_codex":[0.996676,0.0008984432,0.001498029,0.0001084985,0.0005267544,0.0002922561],"domain_scores_gemma":[0.9945043,0.002594034,0.001186612,0.0001882709,0.001357322,0.0001694997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001301399,0.0001162735,0.004264702,0.0002805306,0.0003637318,0.000009281603,0.001982722,0.00001216402,0.0002476914,0.002060536,0.973184,0.01617696],"study_design_scores_gemma":[0.003903654,0.003619573,0.003868783,0.005532437,0.0004637647,0.00002777647,0.0334563,0.001753505,0.0007840461,0.01758203,0.9286981,0.0003099977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472367,0.000656795,0.003603614,0.04097554,0.004821574,0.0004508964,0.000007980579,0.00001293165,0.002234027],"genre_scores_gemma":[0.9583799,0.0002328337,0.004071029,0.02206286,0.006280322,0.00002998568,6.066541e-7,0.00002187816,0.008920619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04448588,"threshold_uncertainty_score":0.9626253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900991409","doi":"10.1136/jramc-2018-000999","title":"Military physicians’ ethical experience and professional identity: a Canadian perspective","year":2018,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Torture, Ethics, and Law","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Military medical ethics; Duty; Context (archaeology); Military personnel; Perspective (graphical); Bioethics; Political science; Obligation; Active duty; Software deployment; Identity (music); Medicine; Institution; Public relations; Psychology; Nursing; Medical ethics; Law","authors":[{"name":"Christiane Rochon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02454127701801648,"gpt":0.3571576767790637,"spread":0.3326163997610472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002316118,0.00008888749,0.0001876542,0.00004731823,0.0008415541,0.00003319896,0.0006432874,0.0003645104,0.0004702232],"category_scores_gemma":[0.004338087,0.0000560611,0.0001175164,0.0001634543,0.002873533,0.000160633,0.00009446481,0.001674961,0.000007456207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002368227,"about_ca_system_score_gemma":0.002151637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1062372,"about_ca_topic_score_gemma":0.4485395,"domain_scores_codex":[0.9970605,0.0005811888,0.0002642472,0.0001414203,0.001638782,0.0003138524],"domain_scores_gemma":[0.9983407,0.0002779375,0.0001374495,0.0001073877,0.0004639751,0.0006724976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002771387,0.0002956268,0.02478517,0.00002825947,0.0001741437,0.0003929589,0.5361612,0.00000424387,0.00004799829,0.3233897,0.105158,0.009285548],"study_design_scores_gemma":[0.001440613,0.0005137955,0.1310978,0.001200249,0.000130675,0.0001174823,0.1426239,0.0005628749,0.00007995823,0.1577262,0.5639352,0.0005713113],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.783903,0.000877278,0.00009705393,0.1976954,0.006194493,0.0001552456,0.000004517944,0.0000197786,0.01105318],"genre_scores_gemma":[0.9839863,0.00006835052,0.00007773935,0.01182547,0.003105083,0.000001485518,8.899138e-8,0.000007835496,0.0009277173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4587772,"threshold_uncertainty_score":0.9998401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032238821","doi":"10.1136/jramc-153-04-14","title":"Military Intensive Care Part 2. Current Practice","year":2007,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Disaster Response and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Intensive care unit; Shore; Accommodation; Medical emergency; Current (fluid); Control (management); Military medicine; Unit (ring theory); Patient care; Operations management; Medicine; Business; Engineering; Computer science; Intensive care medicine; Nursing; Political science; Law; Psychology; Geology; Electrical engineering","authors":[{"name":"Andy Hoffman","is_ca":false},{"name":"JD Henning","is_ca":false},{"name":"Adrian Mellor","is_ca":false},{"name":"PF Mahoney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0510300283453843,"gpt":0.4281506052262773,"spread":0.377120576880893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003764678,0.0001237017,0.0002614068,0.00007719475,0.0002970601,0.000004084302,0.0005386121,0.000110688,0.0007822514],"category_scores_gemma":[0.01030599,0.00006753175,0.0001933435,0.0001314658,0.00009955336,0.00009026998,0.0004021621,0.001692444,0.0001841309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884227,"about_ca_system_score_gemma":0.0004980899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005091053,"about_ca_topic_score_gemma":0.00009206393,"domain_scores_codex":[0.9965189,0.0008524553,0.0008836987,0.0001179983,0.001224806,0.0004021275],"domain_scores_gemma":[0.9962022,0.001308627,0.0005284998,0.0002609808,0.001270564,0.0004291494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002259722,0.0002169581,0.003917655,0.0002960073,0.0001781549,0.0006882382,0.02237216,0.00001986629,0.000004957053,0.0006288229,0.8677173,0.1017001],"study_design_scores_gemma":[0.0008854171,0.0001665815,0.004454657,0.001036132,0.0001249937,0.00003248739,0.06132565,0.00002885235,0.000006622228,0.0001440455,0.9317184,0.00007616336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7778293,0.02042099,0.005953336,0.07821122,0.03779755,0.001323993,0.00001450002,0.00005705211,0.07839198],"genre_scores_gemma":[0.9228734,0.000928675,0.0003413635,0.06237022,0.005474434,0.00001382328,0.000003978311,0.00004192115,0.00795222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.145044,"threshold_uncertainty_score":0.9980306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2308822174","doi":"10.1136/jramc-2015-000605","title":"The healthcare workers’ clinical skill set requirements for a uniformed international response to the Ebola virus disease outbreak in West Africa: the Canadian perspective","year":2016,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Victoria Hospital; Western University; Dalhousie University; Canadian Armed Forces; University of Alberta","funders":"","keywords":"Sierra leone; Ebola virus; Staffing; Health care; Outbreak; Agency (philosophy); Medicine; Unit (ring theory); Family medicine; Nursing; Economic growth; Socioeconomics; Virology; Sociology; Psychology","authors":[{"name":"D. Marion","is_ca":true},{"name":"Paul Charlebois","is_ca":true},{"name":"Raymond Kao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07425726117994651,"gpt":0.4118259488090628,"spread":0.3375686876291162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008359184,0.0001557929,0.0002756068,0.000152104,0.0007753629,0.00007971367,0.001005636,0.0001254987,0.0001694067],"category_scores_gemma":[0.01821617,0.00004945456,0.0003834085,0.0003333686,0.0004815033,0.00006217059,0.0002292724,0.001052055,0.00003874115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352171,"about_ca_system_score_gemma":0.003768089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01421226,"about_ca_topic_score_gemma":0.1797912,"domain_scores_codex":[0.995976,0.001049579,0.0007873414,0.0002036173,0.001452097,0.0005313364],"domain_scores_gemma":[0.9947366,0.002598346,0.0002700224,0.0004202651,0.0007731034,0.001201682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.09990777,0.001612899,0.3275483,0.00005536172,0.001960475,0.001340969,0.009338605,0.0001324675,0.0001583662,0.006248928,0.4148776,0.1368183],"study_design_scores_gemma":[0.00445967,0.001227185,0.65501,0.0009115873,0.0001180822,0.0001498371,0.003584693,0.0008134125,0.00002006815,0.001747048,0.3318087,0.0001497115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2787742,0.0002867507,0.0001888294,0.7172945,0.0018,0.0009421833,0.00009881111,0.000006566378,0.000608141],"genre_scores_gemma":[0.9906438,0.0001395486,0.00002185476,0.004740092,0.001198691,0.00005623695,0.000001180455,0.00001865675,0.003179944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7125544,"threshold_uncertainty_score":0.9923522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W824049504","doi":"10.1136/jramc-2015-000450","title":"A case of an avoidable admission to an Ebola treatment unit with malaria and an associated heat illness: Table 1","year":2015,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Misericordia Community Hospital; Community Sector Council Newfoundland and Labrador","funders":"","keywords":"Malaria; Sierra leone; Ebola virus; Medicine; Intensive care medicine; Incidence (geometry); Disease; Plasmodium falciparum; Heat illness; Immunology; Pathology; Geography","authors":[{"name":"Andrew T. Cox","is_ca":false},{"name":"Ian C. Schoonbaert","is_ca":true},{"name":"T. Trinick","is_ca":false},{"name":"Anastasia Phillips","is_ca":false},{"name":"D. Marion","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04771291637789367,"gpt":0.3479115004902424,"spread":0.3001985841123488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001426346,0.0001384251,0.000413089,0.0001251127,0.0001710291,0.00003439727,0.0001362059,0.0001307273,0.0003109152],"category_scores_gemma":[0.0006722442,0.00006594419,0.0000686518,0.0003022788,0.000102469,0.000157324,0.00006313228,0.0004236127,0.000001999716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772772,"about_ca_system_score_gemma":0.0008991758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536959,"about_ca_topic_score_gemma":0.0009490725,"domain_scores_codex":[0.9980762,0.0003649946,0.0003570124,0.0001460533,0.0008050398,0.000250692],"domain_scores_gemma":[0.9971457,0.00006466523,0.0001342951,0.0002295633,0.0005115567,0.001914264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.07204661,0.06062217,0.2612989,0.0006500387,0.00528838,0.1105852,0.02443044,0.01717446,0.0370408,0.0006861078,0.0298131,0.3803637],"study_design_scores_gemma":[0.07829938,0.3150194,0.07195105,0.005168,0.003830983,0.1301187,0.02115776,0.2839694,0.04292344,0.0009312704,0.0448972,0.001733344],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997096,0.00008693976,0.0001070776,0.001806234,0.0001268921,0.0002609354,0.00001008248,0.00001062324,0.0004952212],"genre_scores_gemma":[0.9976362,0.00001390114,0.0002943653,0.0002450637,0.0002467468,0.000004899954,0.000004731852,0.00001749718,0.001536567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3786304,"threshold_uncertainty_score":0.383514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606915246","doi":"10.1136/jramc-2016-000693","title":"Women's healthcare consultations on operations: a multidisciplinary provider questionnaire","year":2017,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Medicine; Preparedness; Family medicine; Inclusion (mineral); Health care; Health professionals; Medical emergency; Nursing; Psychology","authors":[{"name":"Magdalena Thiel","is_ca":true},{"name":"Shelly Evans","is_ca":false},{"name":"Robert Sawdy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06040508982982702,"gpt":0.4366188424091984,"spread":0.3762137525793714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002017771,0.0001356322,0.0002784643,0.00006972752,0.004269012,0.00002686125,0.0007007035,0.0002138386,0.0005070468],"category_scores_gemma":[0.006628387,0.00007720837,0.00009716824,0.00007548781,0.0002245581,0.0001958336,0.0001677409,0.001728227,0.000174154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738822,"about_ca_system_score_gemma":0.003471448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003192025,"about_ca_topic_score_gemma":0.0006855783,"domain_scores_codex":[0.996905,0.0006107527,0.0009304098,0.0001391095,0.0009978245,0.000416856],"domain_scores_gemma":[0.996853,0.0005451603,0.0008230162,0.0004184999,0.0007221704,0.0006381736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002844168,0.0009100073,0.8677993,0.001568306,0.0001233386,0.0001302149,0.02025873,0.002082678,0.000008419396,0.01079312,0.03809486,0.05538684],"study_design_scores_gemma":[0.003411922,0.0008079124,0.9589649,0.004320917,0.00002445089,0.00003785122,0.002129465,0.01315422,0.000006356243,0.002399227,0.01454315,0.0001996644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8524407,0.0002057813,0.0001717818,0.1415938,0.003945256,0.000549484,0.00003391275,0.00001843813,0.001040851],"genre_scores_gemma":[0.9897099,0.00009947907,0.0002434994,0.00625617,0.001584161,0.00007829162,0.000003502521,0.00001407866,0.002010907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1372692,"threshold_uncertainty_score":0.9970273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002121932","doi":"10.1136/jramc-155-03-09","title":"Are IVC Filters Required in Combat Support Hospitals?","year":2009,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Medicine; Medical emergency; Military medicine; Military personnel; Intensive care medicine; Emergency medicine; Geography","authors":[{"name":"Philippe Parent","is_ca":true},{"name":"VJF Trottier","is_ca":false},{"name":"D Bennett","is_ca":false},{"name":"PB Charlebois","is_ca":false},{"name":"TD Schieff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02032268245858153,"gpt":0.2877470954756374,"spread":0.2674244130170559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001366788,0.0001964966,0.00058548,0.0001818605,0.00006590835,0.00002406422,0.0004629011,0.0001974678,0.0004324357],"category_scores_gemma":[0.003158862,0.0001224314,0.0003032256,0.0003357615,0.0001550706,0.0001163933,0.00005807274,0.001005036,0.00003659551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403841,"about_ca_system_score_gemma":0.0003519192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009598783,"about_ca_topic_score_gemma":0.00002374166,"domain_scores_codex":[0.9965545,0.0001836296,0.0009656831,0.0001848866,0.001741001,0.0003702963],"domain_scores_gemma":[0.9979482,0.0001837954,0.0008130147,0.0003143849,0.0002194381,0.0005211411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004402736,0.0027349,0.4519898,0.0003028633,0.000307766,0.01269931,0.002251196,0.0003379371,0.001819962,0.0003147408,0.2335572,0.2892816],"study_design_scores_gemma":[0.004523093,0.001229341,0.9858062,0.001174209,0.000119856,0.0006326775,0.000431375,0.0005331925,0.0007690707,0.0008009794,0.00380824,0.0001717906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95526,0.0003482118,0.0001309499,0.0409808,0.001219856,0.000248381,0.000004427412,0.00002211646,0.001785243],"genre_scores_gemma":[0.9926019,0.00005952286,0.0003209519,0.005901991,0.0005192311,0.000001879562,0.000003388277,0.00001829071,0.00057286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5338164,"threshold_uncertainty_score":0.4992607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974917452","doi":"10.1136/jramc-2013-000144","title":"Treatment of rectal war wounds","year":2013,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Hospital; Canadian Armed Forces; Western University","funders":"","keywords":"Debridement (dental); Colostomy; Medicine; Surgery; Anal sphincter; General surgery","authors":[{"name":"Oscar J.F. Van Waes","is_ca":false},{"name":"Jens A. Halm","is_ca":false},{"name":"Jefrey Vermeulen","is_ca":false},{"name":"Vivian C. McAlister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01635561266423391,"gpt":0.2590200284299669,"spread":0.2426644157657329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001200244,0.0001237243,0.0004204258,0.00003974288,0.00004448108,0.000004694271,0.0001644412,0.0001196189,0.002437178],"category_scores_gemma":[0.000348759,0.00005104639,0.0003683048,0.00009577217,0.0001553505,0.0000277763,0.00003728623,0.0002153799,0.00005289224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007314547,"about_ca_system_score_gemma":0.0001397496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102837,"about_ca_topic_score_gemma":0.000003998808,"domain_scores_codex":[0.9984879,0.00007550909,0.0004521337,0.00008889687,0.0007164127,0.000179102],"domain_scores_gemma":[0.9989867,0.0001231973,0.0002681241,0.0001623505,0.0001336927,0.0003259628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002578141,0.01453615,0.5593798,0.0001063835,0.002803399,0.001677201,0.0009071155,0.00004373717,0.001121515,0.0002604585,0.04094268,0.3756435],"study_design_scores_gemma":[0.02077254,0.02690385,0.9055448,0.0004157515,0.001486509,0.00207513,0.00032006,0.002493372,0.002405194,0.004740557,0.03254465,0.0002975506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848837,0.001132426,0.0000362019,0.008914063,0.0003734358,0.0001935571,0.000001674403,0.000006455211,0.004458507],"genre_scores_gemma":[0.9971601,0.0002805454,0.0001881864,0.0005018939,0.0002184733,0.000004936132,9.730434e-7,0.000008636903,0.001636301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3753459,"threshold_uncertainty_score":0.9984747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2762558829","doi":"10.1136/jramc-2017-000864","title":"Highlights of the edition","year":2017,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Balloon; Medicine; Aeronautics; Engineering; Surgery","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01285952004185673,"gpt":0.276047758854614,"spread":0.2631882388127572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006743774,0.00006473254,0.0002247677,0.00002491922,0.0002281455,0.00001403725,0.0004137401,0.0000918304,0.0001277113],"category_scores_gemma":[0.001886744,0.00002541809,0.0003779517,0.00003929135,0.0002932459,0.00004603942,0.0001091558,0.0004100869,0.000006776434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003509048,"about_ca_system_score_gemma":0.000257256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002014602,"about_ca_topic_score_gemma":0.000009222465,"domain_scores_codex":[0.9982978,0.00008380337,0.0003359133,0.00005428228,0.001130175,0.00009808612],"domain_scores_gemma":[0.9985687,0.00009587063,0.0006615373,0.0003309964,0.000196116,0.0001467667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002668219,0.001212154,0.3255338,0.0005452301,0.001224249,0.0005500684,0.001489296,0.0001906112,0.00891188,0.006509298,0.5967379,0.05442728],"study_design_scores_gemma":[0.001831853,0.0001180248,0.9538307,0.001043896,0.0002866532,0.0001067948,0.00004417139,0.0003127292,0.004736894,0.00132487,0.03630691,0.00005652343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9278026,0.0001459434,0.0001338082,0.05319808,0.01250421,0.0001216985,0.000002337821,0.000003736319,0.00608756],"genre_scores_gemma":[0.9959155,0.0000487509,0.0000388486,0.0003542396,0.003012911,5.851116e-7,3.364948e-7,0.000005777449,0.0006230505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6282969,"threshold_uncertainty_score":0.2258746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036383217","doi":"10.1136/jramc-146-03-13","title":"Simultaneous Presentation Of Both True And False Aneurysm In The Infrarenal Aorta","year":2000,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Barrie Urology Group","funders":"","keywords":"Medicine; Presentation (obstetrics); Aneurysm; Anastomosis; Aorta; Surgery; Radiology; Interventional radiology; Aortic aneurysm; Case presentation","authors":[{"name":"Matthew Townend","is_ca":false},{"name":"A Keightley","is_ca":false},{"name":"B A Price","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01042174781330607,"gpt":0.2742224949966765,"spread":0.2638007471833704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006463294,0.0001249204,0.000334346,0.00005696561,0.00004718766,0.000009495695,0.0002652965,0.00009890881,0.0006158391],"category_scores_gemma":[0.001925058,0.00005835178,0.000135579,0.000157449,0.0002261878,0.00004502427,0.00003689291,0.0005214034,0.000005028141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003811454,"about_ca_system_score_gemma":0.0001865614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008996069,"about_ca_topic_score_gemma":0.00002115246,"domain_scores_codex":[0.9976252,0.0002526564,0.0006885326,0.0001116964,0.001147696,0.0001741603],"domain_scores_gemma":[0.998553,0.0006425282,0.0003089497,0.0002186864,0.00009262339,0.0001841602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005745332,0.003656911,0.7525902,0.0003685692,0.0005681543,0.01963744,0.005227124,0.003175348,0.0003755419,0.0001013284,0.01312101,0.195433],"study_design_scores_gemma":[0.01169813,0.003712518,0.9280304,0.001093948,0.0009487115,0.01534917,0.0007600038,0.03041782,0.00046709,0.0009327309,0.006320518,0.0002689391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953686,0.0003965608,0.00002155533,0.002595652,0.000133904,0.0002309362,0.000002687263,0.000005197321,0.001244896],"genre_scores_gemma":[0.997518,0.000128354,0.0001210371,0.0009363149,0.0002292844,0.000002342941,0.000001251532,0.00001048286,0.001052915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.195164,"threshold_uncertainty_score":0.6743007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105322931","doi":"10.1136/jramc-158-03-17","title":"Beware the BATUS Cactus – Cactus Dermatitis in Exercising Soldiers on the Albertan Prairie","year":2012,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Botanical Research and Applications","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cactus; Thunder; PEAR; Medicine; Biology; Geography; Botany; Meteorology","authors":[{"name":"John Whitaker","is_ca":false},{"name":"KG Bailey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02534072363810137,"gpt":0.2585934056005907,"spread":0.2332526819624894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001629295,0.0001239491,0.0001863581,0.000008379097,0.0004525254,0.00006396064,0.001064086,0.0001136065,0.001178795],"category_scores_gemma":[0.002984307,0.00002647201,0.0001981534,0.0003149413,0.0002716463,0.00007594827,0.0001681501,0.001081896,0.00005922504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007949481,"about_ca_system_score_gemma":0.00005888343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004569624,"about_ca_topic_score_gemma":0.001894906,"domain_scores_codex":[0.9974958,0.0003892865,0.0003979109,0.0001012445,0.001124172,0.0004915798],"domain_scores_gemma":[0.9963079,0.002839219,0.0002242923,0.0001188377,0.00007445292,0.0004353106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003185213,0.001414958,0.0543009,0.00002311862,0.0001607657,0.000108833,0.001196182,0.0001202837,0.003546655,0.006424895,0.3767538,0.5556311],"study_design_scores_gemma":[0.0003617054,0.0002835142,0.7434161,0.0002941612,0.00003701053,0.0001509132,0.0008653235,0.0005228436,0.0007955778,0.002938387,0.2501309,0.000203608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7971703,0.0003427913,0.000008634914,0.2008079,0.0002994638,0.0001870967,0.000007245354,0.00000538157,0.0011712],"genre_scores_gemma":[0.9948664,0.00009746441,0.00001019679,0.003993599,0.0006904796,0.00001077078,0.000001101892,0.000001522916,0.000328489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6891152,"threshold_uncertainty_score":0.9997343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981436171","doi":"10.1136/jramc-147-02-21","title":"Treatment of Wounds from Fire Trench to Field Ambulance : Commentary","year":2001,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Trench; Medical emergency; Poison control; Medicine; Suicide prevention; Injury prevention; Forensic engineering; Emergency medicine; Engineering; Materials science","authors":[{"name":"PL Roberts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02040632205085665,"gpt":0.29144702117065,"spread":0.2710406991197934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001830113,0.0001277793,0.0004469082,0.00005471495,0.00004879796,0.00000822842,0.0002931097,0.0000776469,0.001958206],"category_scores_gemma":[0.0002059446,0.00006689132,0.0002774719,0.0001433662,0.00005048134,0.00002904035,0.00007619429,0.0002311149,0.00001302163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009989169,"about_ca_system_score_gemma":0.000059186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003467249,"about_ca_topic_score_gemma":0.00004858842,"domain_scores_codex":[0.9984161,0.00005829971,0.0004995716,0.00009855396,0.0007540885,0.0001733663],"domain_scores_gemma":[0.9989254,0.0002554018,0.0002265208,0.0002513658,0.00005796208,0.0002832954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00215779,0.001133113,0.4728181,0.00003355012,0.0006517124,0.0008985923,0.0005388724,0.00002556286,0.0001045944,0.00003263077,0.3029923,0.2186132],"study_design_scores_gemma":[0.008367669,0.007139334,0.3563008,0.0008941701,0.0008199195,0.0002221063,0.0003525537,0.001315363,0.002319308,0.0004961067,0.6215293,0.0002433774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8757117,0.0005301231,0.0001720574,0.120808,0.000861461,0.0001365396,0.000003983392,0.000007205913,0.001768921],"genre_scores_gemma":[0.9824575,0.0003500647,0.0003187118,0.01244834,0.0009676433,0.000002278971,0.000002922457,0.000009041391,0.003443478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.318537,"threshold_uncertainty_score":0.9989541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242378662","doi":"10.1136/jramc-153-03-23","title":"Military General Service Medal 1793-1814","year":2007,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Military History and Strategy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medal; Service (business); Military personnel; Military medicine; Military service; Medicine; Medical emergency; Ancient history; Computer security; Aeronautics; History; Engineering; Business; Computer science; Archaeology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02006314663776363,"gpt":0.2917274377681521,"spread":0.2716642911303885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00577727,0.000121325,0.0002629061,0.0000590487,0.0005419398,0.000008673237,0.001055074,0.0002073193,0.002364094],"category_scores_gemma":[0.001060728,0.00007652429,0.0002491982,0.000280197,0.000415078,0.0001198793,0.00007524405,0.0008039553,0.00004351626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844669,"about_ca_system_score_gemma":0.0008231752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003159526,"about_ca_topic_score_gemma":0.01284582,"domain_scores_codex":[0.996509,0.0004953282,0.0006142922,0.00012716,0.001839286,0.0004149838],"domain_scores_gemma":[0.9983768,0.0003200792,0.0001961138,0.0001746627,0.0002424028,0.0006899821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00357854,0.002246714,0.03861508,0.000274869,0.0008049262,0.005537253,0.07032386,0.002531249,0.001033865,0.06322176,0.687987,0.1238449],"study_design_scores_gemma":[0.001271883,0.0003217654,0.03329941,0.0001955889,0.0001070414,0.0001493986,0.004432925,0.0009145802,0.0001176301,0.006017384,0.9528289,0.0003434624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307783,0.002588867,0.0003393931,0.01373561,0.004065954,0.00009941663,0.000002921721,0.00001933364,0.04837019],"genre_scores_gemma":[0.9845427,0.0001443143,0.0003637777,0.005008829,0.003921248,5.980796e-7,6.399078e-7,0.00001033048,0.006007506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2648419,"threshold_uncertainty_score":0.9985479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008555148","doi":"10.1136/jramc-154-01-12","title":"Getting The Best of Both Worlds – Clinical Excellence at a Peripheral Unit","year":2008,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Excellence; Retraining; Audit; Unit (ring theory); Medicine; Quality (philosophy); Medical emergency; Best practice; Clinical Practice; Nursing; Psychology; Business; Management; Political science","authors":[{"name":"Teresa Day","is_ca":true},{"name":"H. Veen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1042784073388788,"gpt":0.3182895707268367,"spread":0.2140111633879578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003465332,0.000110004,0.0004513811,0.000064567,0.0002536478,0.00001091244,0.0008326306,0.0001097508,0.0006676006],"category_scores_gemma":[0.001513382,0.0000655488,0.0003455232,0.0001762698,0.0003795847,0.00004807252,0.0002962187,0.0007175604,0.00006176961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008233693,"about_ca_system_score_gemma":0.0001469514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006809004,"about_ca_topic_score_gemma":0.0001271748,"domain_scores_codex":[0.9976662,0.0001702713,0.001490902,0.0001433158,0.0002545855,0.0002747175],"domain_scores_gemma":[0.9978487,0.0003964148,0.001151478,0.0002982382,0.00005722578,0.0002479211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004365871,0.001111392,0.8178628,0.0002307743,0.0005078293,0.0003494433,0.002976456,0.0009835595,0.000004520306,0.05397973,0.09047011,0.03108678],"study_design_scores_gemma":[0.001662343,0.0005884411,0.1571094,0.0003158191,0.00003850104,0.0002426576,0.0002427679,0.007069268,0.00001660808,0.005245344,0.8272147,0.0002541043],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928971,0.002248239,0.0008167693,0.05199188,0.001821757,0.0001481905,0.00001041556,0.000006007112,0.01398572],"genre_scores_gemma":[0.9875337,0.001190751,0.0001788407,0.00384166,0.000857808,0.00000210024,2.365517e-7,0.00001168192,0.006383245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7367446,"threshold_uncertainty_score":0.7309759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247728694","doi":"10.1136/jramc-153-03-15","title":"Orthopaedics &amp; Trauma","year":2007,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parachute","funders":"","keywords":"Medicine; Orthopedic surgery; Medical emergency; Surgery","authors":[{"name":"PJ Parker","is_ca":true},{"name":"A.T. Cross","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02011036954094616,"gpt":0.2977263613283351,"spread":0.2776159917873889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001188935,0.0001291509,0.000332858,0.00006427562,0.00008155181,0.000009150214,0.0002261976,0.0001629189,0.001104286],"category_scores_gemma":[0.0008490688,0.0000616148,0.0003973726,0.0001395816,0.0001210497,0.00002657878,0.00005504386,0.000863176,0.00004529787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008427182,"about_ca_system_score_gemma":0.0001990341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002536793,"about_ca_topic_score_gemma":0.00005835311,"domain_scores_codex":[0.9976602,0.00004764777,0.0005588664,0.0000926244,0.001375504,0.0002651655],"domain_scores_gemma":[0.9985275,0.0001777937,0.0003199198,0.0002139033,0.000140358,0.0006205195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00352833,0.002775885,0.3253258,0.0001120736,0.001254108,0.009510602,0.000551354,0.00004525943,0.000143238,0.0003615916,0.1370338,0.5193579],"study_design_scores_gemma":[0.006867539,0.0009146597,0.5235615,0.0007035746,0.0006809692,0.007419655,0.00007134555,0.0001205988,0.0007580171,0.0007074547,0.458019,0.0001756076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806993,0.0008152066,0.001430078,0.008877711,0.001493946,0.000113234,0.000001609775,0.00001263812,0.00655627],"genre_scores_gemma":[0.9910993,0.00004611386,0.0007980424,0.003158125,0.001273538,3.847403e-7,0.000001423525,0.0000161616,0.003606889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5191823,"threshold_uncertainty_score":0.9998088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W21019801","doi":"","title":"Health Implications of a Delayed Transition into Adulthood","year":2012,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"University of North Carolina at Chapel Hill","keywords":"Transition (genetics); Psychology; Developmental psychology","authors":[{"name":"Lisa K. Zaporzan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09835022385750998,"gpt":0.41306040462619,"spread":0.3147101807686801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003177809,0.00006293169,0.0002045258,0.00002910572,0.0002908642,0.000008541557,0.0003846585,0.00007080389,0.000320548],"category_scores_gemma":[0.0006489498,0.00003898863,0.0001868845,0.0001599723,0.0002944304,0.00008464795,0.00003015079,0.000237421,0.000005429943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087659,"about_ca_system_score_gemma":0.0005244519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432982,"about_ca_topic_score_gemma":0.0008461416,"domain_scores_codex":[0.9977485,0.0004115883,0.0005472346,0.00006079888,0.0009800597,0.0002518308],"domain_scores_gemma":[0.9986956,0.0001354726,0.0004064928,0.0001301097,0.0001480575,0.0004843418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000621869,0.006442583,0.3179782,0.000431676,0.0004746713,0.000003500011,0.2712059,0.0001714388,0.0003229116,0.054652,0.09038284,0.2573124],"study_design_scores_gemma":[0.005325004,0.002813401,0.7566947,0.001567815,0.0005340984,0.00007554626,0.03947546,0.0004855367,0.0007237655,0.0899547,0.1015714,0.0007785734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8846945,0.0005814573,0.00294127,0.1086476,0.0009433117,0.0002307069,0.000004795503,0.000009504583,0.001946945],"genre_scores_gemma":[0.9977781,0.000182331,0.0002313102,0.001141199,0.0006149547,0.000003225564,6.908207e-7,0.000004408585,0.00004380598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4387165,"threshold_uncertainty_score":0.3509776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}