{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"5abde097641d","filters":{"venue":"Frontiers in Emergency Medicine"}},"results":[{"id":"W4293771197","doi":"10.18502/fem.v6i4.10433","title":"The ideal applicant to emergency medicine residency programs in Saudi Arabia; Program directors’ view","year":2022,"lang":"en","type":"article","venue":"Frontiers in Emergency Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Specialty; Family medicine; Medical education; Medicine; Matching (statistics); Quality (philosophy); Preference; Psychology","authors":[{"name":"Abdulbary Alhalimi","is_ca":false},{"name":"Khalid Nabeel Al-Mulhim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04947296040206965,"gpt":0.3362717763666059,"spread":0.2867988159645362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001552231,0.000150286,0.0001070275,0.0006516122,0.001699824,0.001524305,0.000277035,0.0004581225,0.004804747],"category_scores_gemma":[0.003747668,0.0001222006,0.000158278,0.0002959523,0.0005927744,0.0005780832,0.0007861362,0.0005793099,0.0007087384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026549,"about_ca_system_score_gemma":0.001750611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005189895,"about_ca_topic_score_gemma":0.007677523,"domain_scores_codex":[0.9989482,0.0004040214,0.00005220581,0.00005821391,0.0002513216,0.0002862434],"domain_scores_gemma":[0.9961008,0.0003549593,0.0007333793,0.00003082191,0.0008079145,0.001972129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000259865,0.0003609278,0.8816625,0.0002471653,0.0000252686,0.002360521,0.03329843,0.0001711654,0.00367059,0.001064373,0.01589006,0.06098918],"study_design_scores_gemma":[0.00002699046,0.000661161,0.7557588,0.000229799,0.00003083533,0.004255382,0.1949724,0.0006470289,0.001166127,0.0002200547,0.04198151,0.00004985099],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897321,0.0003912745,0.0001491759,0.003871538,0.00008276021,0.00001797303,0.00004182284,0.000006905236,0.005706417],"genre_scores_gemma":[0.9972525,0.0003822684,0.000216504,0.000538971,0.00004803321,0.000007415442,0.00003181263,0.000002063554,0.001520356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005189895,"threshold_uncertainty_score":0.01607352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391896359","doi":"10.18502/fem.v8i1.14897","title":"Hyponatremia as an underdiagnosed postpartum headache emergency: a case report","year":2024,"lang":"en","type":"article","venue":"Frontiers in Emergency Medicine","topic":"Electrolyte and hormonal disorders","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":"Canada Research Chairs","funders":"","keywords":"Hyponatremia; Medicine; Emergency department; Medical emergency; Psychiatry; Internal medicine","authors":[{"name":"Maria Leis","is_ca":true},{"name":"Brendan D. Kelly","is_ca":true},{"name":"Rajani Vairavanathan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02248599008207847,"gpt":0.333168616613391,"spread":0.3106826265313125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004537401,0.002007349,0.001252274,0.003521663,0.002774221,0.002447435,0.001267946,0.004462631,0.002202411],"category_scores_gemma":[0.004137171,0.001318129,0.0009830451,0.001849511,0.001657874,0.002836407,0.002068045,0.002973802,0.0008507095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195962,"about_ca_system_score_gemma":0.001102314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002897442,"about_ca_topic_score_gemma":0.002655284,"domain_scores_codex":[0.9990716,0.0001328058,0.0001514037,0.0001952494,0.0001295738,0.0003194115],"domain_scores_gemma":[0.9985023,0.0004175193,0.0004045704,0.0001324995,0.0001309775,0.0004122104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002031142,0.00002780263,0.005984065,0.00002579569,0.000006264706,0.9923463,0.0001636883,0.00002486918,0.0002055113,0.00006859923,0.0002582844,0.0008684956],"study_design_scores_gemma":[0.000004502537,0.00001969383,0.001712277,0.00001534658,0.000007357712,0.9975689,0.0001723891,0.00007228649,0.00008040327,0.00008598661,0.0002536404,0.000007181946],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645621,0.0147417,0.003821892,0.00642808,0.0009882936,0.0003179539,0.0003099098,0.0001821932,0.008648033],"genre_scores_gemma":[0.9867928,0.006249717,0.001749722,0.001737254,0.002185783,0.00004848183,0.0001653806,0.00003327372,0.001037645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004462631,"threshold_uncertainty_score":0.008677363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412499718","doi":"10.18502/fem.v9i2.19191","title":"The utilization of pain assessment tools in pediatric emergency for better pain management","year":2025,"lang":"en","type":"article","venue":"Frontiers in Emergency Medicine","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pain management; Pain assessment; Medicine; Acute pain; Physical therapy; Anesthesia","authors":[{"name":"Shafiqa M. AL Sharif","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03000282852261883,"gpt":0.346220984355976,"spread":0.3162181558333572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002506796,0.0002812124,0.0003217999,0.001647131,0.0002237995,0.0005798971,0.0003361725,0.0002809763,0.001901292],"category_scores_gemma":[0.009840108,0.0001275103,0.0003930868,0.001576416,0.0002293783,0.0008653525,0.0006318694,0.0006253157,0.0003222094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003393796,"about_ca_system_score_gemma":0.0007114734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009543797,"about_ca_topic_score_gemma":0.001763976,"domain_scores_codex":[0.9977213,0.0008736967,0.0004142871,0.0001596287,0.0006304769,0.0002006678],"domain_scores_gemma":[0.9918886,0.002170635,0.004277843,0.0001539128,0.001255024,0.0002539847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005294478,0.00005526153,0.9574728,0.0003661959,0.00003412724,0.0004024914,0.0003307437,0.00008404275,0.0003325785,0.00008550141,0.0007215368,0.04006167],"study_design_scores_gemma":[0.000006106389,0.0001624363,0.9929451,0.000400029,0.00003888154,0.002443165,0.0006103473,0.0002726962,0.0002597129,0.00005339211,0.002799853,0.000008311439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683677,0.02087537,0.002089095,0.001441288,0.0001415088,0.0001951423,0.001206917,0.00003182089,0.005651143],"genre_scores_gemma":[0.9884114,0.006925244,0.003443565,0.0001537261,0.00009367304,0.0001137082,0.0005494513,0.000006846012,0.0003023554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002506796,"threshold_uncertainty_score":0.01325732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412499626","doi":"10.18502/fem.v9i2.19200","title":"Massive hemorrhage update: what is known and what we should know?","year":2025,"lang":"en","type":"article","venue":"Frontiers in Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Need to know; Internet privacy; Medicine; Intensive care medicine; Business; Computer science; Computer security","authors":[{"name":"Audrey Marcotte","is_ca":true},{"name":"Maryam Bahreini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02226044097132929,"gpt":0.3141438755376031,"spread":0.2918834345662738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004119257,0.0008110254,0.002994625,0.003733226,0.0008094161,0.004575569,0.002330967,0.004964117,0.01479769],"category_scores_gemma":[0.03153549,0.0006830485,0.001447895,0.003091309,0.001207453,0.007742891,0.001645915,0.007269994,0.00552054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385154,"about_ca_system_score_gemma":0.003107164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980633,"about_ca_topic_score_gemma":0.006125161,"domain_scores_codex":[0.9978503,0.0005251157,0.0006553082,0.0001514257,0.0006458867,0.0001718939],"domain_scores_gemma":[0.9654709,0.01750468,0.003983648,0.0005586246,0.01019707,0.002285106],"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":[0.0002755629,0.00004457887,0.001315015,0.006724603,0.0001417788,0.0006445397,0.00006032975,0.0001067674,0.0001071392,0.001282044,0.7779018,0.2113957],"study_design_scores_gemma":[0.0001351203,0.0001023393,0.003286083,0.01994677,0.000435327,0.003290745,0.0003210531,0.000150409,0.0001388017,0.001754113,0.9703831,0.0000561198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009703166,0.7585926,0.0005469564,0.1649392,0.0651663,0.00006295781,0.001295385,0.0002622772,0.008164058],"genre_scores_gemma":[0.008675281,0.7727023,0.001605402,0.07114595,0.1372289,0.00009892752,0.002744898,0.0001007604,0.005697614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01479769,"threshold_uncertainty_score":0.04950321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415426876","doi":"10.18502/fem.v9i3.20023","title":"Spontaneous coronary artery dissection (SCAD) as a rare but life-threatening emergency department presentation: a case report","year":2025,"lang":"","type":"article","venue":"Frontiers in Emergency Medicine","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto East General Hospital; Canada Research Chairs","funders":"","keywords":"Emergency department; Scad; Acute coronary syndrome; Artery dissection; Myocardial infarction; Chest pain; Presentation (obstetrics)","authors":[{"name":"Rajani Vairavanathan","is_ca":true},{"name":"Jefferson Hayre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01613235273556757,"gpt":0.3082221170682435,"spread":0.2920897643326759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004031413,0.001252814,0.0009698481,0.002165187,0.001675186,0.001751903,0.0008050711,0.003732376,0.001995808],"category_scores_gemma":[0.003887046,0.0008992082,0.0006398143,0.001062812,0.001333768,0.001945745,0.001735667,0.002486317,0.0007059392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006849209,"about_ca_system_score_gemma":0.0009137674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412663,"about_ca_topic_score_gemma":0.00164442,"domain_scores_codex":[0.9992873,0.0001444641,0.0001138109,0.0001665589,0.0001094156,0.000178547],"domain_scores_gemma":[0.9986005,0.0004676642,0.0003530985,0.00009031037,0.00007796771,0.0004104739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001890653,0.00003551718,0.01286216,0.00003904737,0.000008800733,0.9833527,0.0002687725,0.00005418565,0.0003565499,0.0002719899,0.0007027211,0.002028661],"study_design_scores_gemma":[0.000004026748,0.00001750536,0.002014213,0.00002034628,0.000004731592,0.9969879,0.0001482006,0.00006916002,0.00006433557,0.0001338275,0.0005286616,0.000007167031],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384397,0.02737087,0.006595934,0.008223315,0.001242719,0.0003534413,0.000413536,0.0002348502,0.0171256],"genre_scores_gemma":[0.9844674,0.008002964,0.002180819,0.001706793,0.00220296,0.00005596938,0.0001624901,0.00002948488,0.001191229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003732376,"threshold_uncertainty_score":0.006676614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415426892","doi":"10.18502/fem.v9i3.20021","title":"How does Jordanian patients’ satisfaction with emergency nursing care associated with their knowledge of the triage system and expected time to wait?","year":2025,"lang":"","type":"article","venue":"Frontiers in Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Triage; Overcrowding; Patient satisfaction; Health care; Nursing care; Emergency nursing; Emergency department","authors":[{"name":"Mohammad M. Alnaeem","is_ca":false},{"name":"Asma Islaih","is_ca":false},{"name":"Mohammad A. Abu Sabra","is_ca":false},{"name":"Manar Bani-Hani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006797375758799649,"gpt":0.2425817104703551,"spread":0.2357843347115554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008374525,0.0001593784,0.0002661247,0.0004030323,0.0004023065,0.0007851428,0.0002220752,0.0003863196,0.003060567],"category_scores_gemma":[0.003805868,0.0001599653,0.0004436202,0.0005072107,0.0003115034,0.0004940552,0.0003877257,0.0006322387,0.0002633719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005717063,"about_ca_system_score_gemma":0.0006946619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004446948,"about_ca_topic_score_gemma":0.007053535,"domain_scores_codex":[0.9994147,0.0001867572,0.00008175059,0.00006073404,0.0001308301,0.0001252428],"domain_scores_gemma":[0.9979214,0.0003002282,0.0009593104,0.00003826589,0.0003929638,0.0003878763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009073065,0.0001110616,0.9942716,0.00002914015,0.00003502187,0.00006845686,0.0009427004,0.00004373641,0.00008693719,0.00003366348,0.0003882846,0.003898619],"study_design_scores_gemma":[0.00001056223,0.0002799372,0.9933059,0.00003288589,0.00002580702,0.0002509566,0.004866859,0.0003577744,0.00007730046,0.00004628949,0.0007360957,0.000009740557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989279,0.0001758816,0.00003095759,0.0002353159,0.000007498534,0.000005315503,0.00008534444,0.000001167118,0.000530486],"genre_scores_gemma":[0.9994822,0.0000885546,0.00003976188,0.00008423452,0.000007921954,0.000005594266,0.00008699399,6.561824e-7,0.0002041097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004446948,"threshold_uncertainty_score":0.01023865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396854496","doi":"10.18502/fem.v8i2.15467","title":"Trauma fellowship for emergency physicians: a necessity or demand?","year":2024,"lang":"en","type":"article","venue":"Frontiers in Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medical emergency; Emergency physician; Medicine; Emergency department; Nursing","authors":[{"name":"Maryam Bahreini","is_ca":true},{"name":"Joe Nemeth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04860345356400559,"gpt":0.3519293312369989,"spread":0.3033258776729933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01146295,0.0003223139,0.0008084255,0.0008403127,0.003587805,0.004222642,0.002173919,0.01088761,0.08865383],"category_scores_gemma":[0.06316936,0.000421177,0.000528662,0.0010252,0.003074468,0.008930768,0.004845425,0.008675169,0.01466143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854808,"about_ca_system_score_gemma":0.01291787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307842,"about_ca_topic_score_gemma":0.01440443,"domain_scores_codex":[0.9940357,0.002033239,0.0004367406,0.0005043293,0.001338078,0.00165179],"domain_scores_gemma":[0.8818672,0.02504385,0.004921559,0.003262843,0.01707436,0.06783023],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001349209,0.0001896754,0.003874034,0.0005872651,0.00001773971,0.001119948,0.0004528056,0.00005472913,0.0005261995,0.01272323,0.9001874,0.08013205],"study_design_scores_gemma":[0.000228314,0.0004368261,0.02206607,0.005649146,0.00004377421,0.004633524,0.01074193,0.0003610727,0.0002512106,0.01569721,0.9397456,0.000145357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001999268,0.001914746,0.0001650726,0.9831048,0.005548278,0.0000130128,0.00009902626,0.00002402538,0.007131767],"genre_scores_gemma":[0.147301,0.02317107,0.003919803,0.7234015,0.0573298,0.0002715386,0.0007940317,0.0002640398,0.04354714],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9885371,"threshold_uncertainty_score":0.2965766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401842683","doi":"10.18502/fem.v8i3.16333","title":"Simulation training improves resident physicians’ confidence in managing first trimester bleeding in the emergency department","year":2024,"lang":"en","type":"article","venue":"Frontiers in Emergency Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canada Research Chairs","funders":"","keywords":"Medicine; Emergency department; Confidence interval; First trimester; Intervention (counseling); Obstetrics and gynaecology; Emergency medicine; Pregnancy; Simulation training; Medical emergency; Nursing; Gestation; Simulation; Computer science; Internal medicine","authors":[{"name":"Maria Leis","is_ca":true},{"name":"Brendan D. Kelly","is_ca":true},{"name":"Rajani Vairavanathan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04084333448814298,"gpt":0.3103683006507154,"spread":0.2695249661625724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137949,0.0001613832,0.0001530009,0.0001343079,0.0001712608,0.0004878834,0.0002546238,0.0002989111,0.002076212],"category_scores_gemma":[0.01176672,0.0001214919,0.0001635558,0.00007768902,0.0001828613,0.0002897349,0.0004666412,0.0004414551,0.0002407913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324958,"about_ca_system_score_gemma":0.001036337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552286,"about_ca_topic_score_gemma":0.004749176,"domain_scores_codex":[0.9994959,0.0002702483,0.00002987583,0.00002825349,0.0001013807,0.00007428797],"domain_scores_gemma":[0.9961152,0.001669142,0.0007290761,0.0001886796,0.0003915104,0.0009064079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002797335,0.01405541,0.5302546,0.0004902795,0.0002317702,0.0005021505,0.006680833,0.00687715,0.009847252,0.0003311494,0.0100992,0.4178329],"study_design_scores_gemma":[0.0003150792,0.01202598,0.9575489,0.0003916795,0.0001326767,0.0008067596,0.002871583,0.01208226,0.006222308,0.0003997133,0.00712725,0.00007585605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980664,0.0001521968,0.0003638361,0.0003126427,0.0000132002,0.00001468748,0.00001471477,0.00002406957,0.001038158],"genre_scores_gemma":[0.9986174,0.0001791207,0.0007822387,0.00006325075,0.000007204258,0.000008075438,0.0000296346,0.000001742844,0.0003112483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002552286,"threshold_uncertainty_score":0.00694561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408271030","doi":"10.18502/fem.v9i1.18070","title":"Pediatric abdominal migraine as a recurrent emergency department presentation: a case report","year":2025,"lang":"en","type":"article","venue":"Frontiers in Emergency Medicine","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs","funders":"","keywords":"Emergency department; Presentation (obstetrics); Migraine; Medicine; Abdominal pain; Medical emergency; Emergency medicine; Surgery; Anesthesia; Psychiatry","authors":[{"name":"Maria Leis","is_ca":true},{"name":"Rajani Vairavanathan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02549467447327152,"gpt":0.3628679172240785,"spread":0.3373732427508069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000384789,0.001904022,0.001382348,0.002581501,0.002398736,0.001965021,0.001040087,0.00414109,0.002465725],"category_scores_gemma":[0.002903949,0.00110026,0.001021182,0.001869521,0.001588921,0.002332474,0.00179569,0.003234081,0.0007450837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192951,"about_ca_system_score_gemma":0.0009664136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002774403,"about_ca_topic_score_gemma":0.003230776,"domain_scores_codex":[0.9989993,0.0001343226,0.0001328547,0.0002193239,0.0001471608,0.0003669271],"domain_scores_gemma":[0.9982207,0.0003925322,0.0005754171,0.0001069708,0.0001106658,0.0005936189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001655079,0.00003900864,0.009191609,0.00002822942,0.00001049583,0.9887065,0.0001928693,0.00003777096,0.000204045,0.0001415414,0.0003769753,0.001054446],"study_design_scores_gemma":[0.000005547115,0.00002517576,0.003357596,0.00001707982,0.000008719957,0.9959479,0.0001358798,0.00005256114,0.00005943605,0.00006698629,0.0003161097,0.000007057367],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625501,0.0159051,0.003413205,0.005063575,0.0007379243,0.0002619458,0.0003456128,0.0001867481,0.01153578],"genre_scores_gemma":[0.9898028,0.004787822,0.00142013,0.001095654,0.001864065,0.00003886609,0.0001338623,0.00002570325,0.0008311926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00414109,"threshold_uncertainty_score":0.008655548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404726559","doi":"10.18502/fem.v8i4.17080","title":"Effects of altitude on biceps brachii and erector spinae muscles oxygen saturation during basic cardiopulmonary resuscitation: a simulation study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"","keywords":"Cardiopulmonary resuscitation; Biceps; Medicine; Oxygen saturation; Oxygen; Anesthesia; Cardiology; Resuscitation; Physical medicine and rehabilitation; Chemistry","authors":[{"name":"Sonia Piñero-Saez","is_ca":false},{"name":"Ángel López‐González","is_ca":false},{"name":"Isabel María Guisado-Requena","is_ca":false},{"name":"Jaime López-Tendero","is_ca":false},{"name":"Carmen María Guerrero-Agenjo","is_ca":false},{"name":"Francisco García-Alcaráz","is_ca":false},{"name":"Ignacio Martínez González-Moro","is_ca":true},{"name":"Joseba Rabanales-Sotos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0114891076217749,"gpt":0.2977349755800029,"spread":0.286245867958228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002678472,0.0003309708,0.0002572121,0.000134051,0.0001366142,0.0001825287,0.0001827698,0.0002956139,0.001144218],"category_scores_gemma":[0.0005520433,0.00009768504,0.0002851724,0.00006429581,0.0001722231,0.0001396347,0.000314452,0.0002678317,0.0001305566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364744,"about_ca_system_score_gemma":0.0002049787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117523,"about_ca_topic_score_gemma":0.001328227,"domain_scores_codex":[0.9998647,0.00005123897,0.000008365369,0.00001896057,0.00002456609,0.00003223798],"domain_scores_gemma":[0.9997177,0.00008186299,0.00003753136,0.00002738601,0.00003233367,0.0001032219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.06418122,0.06639517,0.1670372,0.001170709,0.0008968789,0.001836282,0.002848156,0.06361437,0.5451497,0.0004230475,0.0008481328,0.08559907],"study_design_scores_gemma":[0.001834091,0.4646975,0.4250606,0.0001181698,0.00058447,0.0009805615,0.001373965,0.04036513,0.06210056,0.0003544872,0.00243083,0.00009960168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996488,0.00002058485,0.0001668138,0.000005899561,0.00000166324,0.00002119353,0.00002299413,0.0000023028,0.0001098125],"genre_scores_gemma":[0.9991473,0.00007532211,0.0004580505,0.00001187159,0.000004141772,0.00005285651,0.00008913853,0.000001363929,0.0001599951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00117523,"threshold_uncertainty_score":0.00382781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389992827","doi":"10.18502/fem.v7i4.14470","title":"Once in the lifetime experience","year":2023,"lang":"en","type":"article","venue":"Frontiers in Emergency Medicine","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Computer science","authors":[{"name":"Hadi Mirfazaelian","is_ca":false},{"name":"Venkatesh Thiruganasambandamoorthy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07728793098893304,"gpt":0.4337581016844758,"spread":0.3564701706955427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101447,0.0002376874,0.0004728991,0.000460309,0.002218273,0.003262406,0.0005609561,0.001294688,0.0641073],"category_scores_gemma":[0.005660016,0.0001407395,0.0003866914,0.0005036372,0.0008516975,0.0019178,0.00196785,0.002284446,0.01408722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007586473,"about_ca_system_score_gemma":0.001488409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003289709,"about_ca_topic_score_gemma":0.005590037,"domain_scores_codex":[0.9993187,0.0001660501,0.00003520996,0.00009232829,0.0001455229,0.0002420387],"domain_scores_gemma":[0.9969583,0.0002593529,0.0002446873,0.0003281234,0.000636565,0.001573084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.001646601,0.001279924,0.1231932,0.001048448,0.00022889,0.008225471,0.04464721,0.0001468678,0.009665347,0.02958326,0.4358408,0.344494],"study_design_scores_gemma":[0.00005266937,0.001121768,0.09606297,0.0008785866,0.0001120852,0.008293699,0.05153726,0.0001272943,0.002153874,0.007289788,0.8322406,0.0001293654],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5414425,0.01002938,0.005582811,0.0734015,0.01410654,0.0002870182,0.00586885,0.0005589313,0.3487224],"genre_scores_gemma":[0.8254956,0.00380428,0.0009896187,0.009493371,0.001577154,0.0001206715,0.001416091,0.00009248206,0.1570106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0641073,"threshold_uncertainty_score":0.2144603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}