{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"a8caf9ab66ef","filters":{"venue":"European Journal of Trauma"}},"results":[{"id":"W144496422","doi":"10.1007/s00068-003-1244-1","title":"Medical Specialties Assuming the Role of Trauma Team Leader in Canadian Trauma Centers","year":2003,"lang":"en","type":"article","venue":"European Journal of Trauma","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Christian ministry; Family medicine; Accreditation; Medical emergency; Emergency medicine; Medical education","authors":[{"name":"André Lavoie","is_ca":true},{"name":"Eva Tsakonas","is_ca":true},{"name":"John S. Sampalis","is_ca":true},{"name":"Pierre Fréchette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02233845178396438,"gpt":0.2579252254767097,"spread":0.2355867736927453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002877132,0.000365472,0.0004914672,0.001885575,0.02168001,0.004123947,0.003012868,0.002094583,0.008829731],"category_scores_gemma":[0.01366672,0.0006343818,0.0005399751,0.003944567,0.002784458,0.001822715,0.004897719,0.003702365,0.0003251304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1015174,"about_ca_system_score_gemma":0.1649623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9800984,"about_ca_topic_score_gemma":0.9934191,"domain_scores_codex":[0.9905608,0.001193712,0.0001776517,0.0003128494,0.001410041,0.00634492],"domain_scores_gemma":[0.9730599,0.001162191,0.002409061,0.0002465138,0.005969903,0.01715245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001229085,0.0008015203,0.8251496,0.0003440859,0.00009610271,0.001686505,0.07012851,0.0006302681,0.0005323084,0.007321118,0.0369296,0.05515124],"study_design_scores_gemma":[0.00007254021,0.0002196937,0.7646847,0.0004504728,0.00005148431,0.0003446833,0.2140865,0.0003277393,0.0001810038,0.000491995,0.01901843,0.00007073302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660304,0.0016972,0.0001166542,0.01491814,0.0003309125,0.00009935275,0.0002875333,0.00001493909,0.01650485],"genre_scores_gemma":[0.9946496,0.0009006074,0.0001573569,0.001677182,0.00005154595,0.00002490356,0.0001083668,0.000006958418,0.002423496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9800984,"threshold_uncertainty_score":0.7365637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047040195","doi":"10.1007/s00068-003-1323-3","title":"Reamed versus Non-Reamed TibialIntramedullary Nailing","year":2003,"lang":"en","type":"article","venue":"European Journal of Trauma","topic":"Reconstructive Surgery and Microvascular Techniques","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":"St. Michael's Hospital; McMaster University","funders":"","keywords":"Intramedullary rod; Nonunion; Medicine; Orthopedic surgery; Surgery; General surgery","authors":[{"name":"Mohit Bhandari","is_ca":true},{"name":"Paul Tornetta","is_ca":false},{"name":"M.F. Swiontkowski","is_ca":false},{"name":"Beate Hanson","is_ca":false},{"name":"Sheila Sprague","is_ca":true},{"name":"Emil H. Schemitsch","is_ca":true},{"name":"Gordon Guyatt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02578419042548529,"gpt":0.2680505130003113,"spread":0.242266322574826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001758863,0.0009023126,0.001424744,0.001140998,0.0003600679,0.0006498289,0.001067693,0.0009138171,0.0118565],"category_scores_gemma":[0.002935055,0.0004055926,0.0007700876,0.00087208,0.001197504,0.001332354,0.0004759164,0.0007952027,0.001331139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182021,"about_ca_system_score_gemma":0.0002915265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006586782,"about_ca_topic_score_gemma":0.002372904,"domain_scores_codex":[0.9987403,0.0002843128,0.0001762351,0.0002099374,0.0003495356,0.0002397123],"domain_scores_gemma":[0.9975108,0.001490171,0.0002555798,0.0003583237,0.0002008013,0.0001843321],"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":[0.3511269,0.007718622,0.01585964,0.001912349,0.001583729,0.001569669,0.0007475115,0.007784944,0.1804114,0.00167673,0.00121796,0.4283906],"study_design_scores_gemma":[0.02674221,0.4811033,0.2173536,0.0009063123,0.005866856,0.01844893,0.002834434,0.03374458,0.194641,0.006002302,0.01168097,0.0006757119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928721,0.001099909,0.002701306,0.00004880615,0.0002462319,0.00008826145,0.0001726567,0.0001065763,0.002664249],"genre_scores_gemma":[0.9946876,0.0005018634,0.00276226,0.00006104934,0.0001164682,0.00006935618,0.0001300329,0.00003428302,0.001637207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118565,"threshold_uncertainty_score":0.03966391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021753429","doi":"10.1007/s00068-006-5156-8","title":"Evaluation of the Canadian CT Head Rule for Minor Head Trauma in a Tertiary Referral Institution","year":2006,"lang":"en","type":"article","venue":"European Journal of Trauma","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Glasgow Coma Scale; Tertiary referral hospital; Retrospective cohort study; Head injury; Skull fracture; Head trauma; Emergency department; Referral; Incidence (geometry); Medical record; Radiology; Surgery","authors":[{"name":"Essam A. Elgamal","is_ca":false},{"name":"Sherif Elwatidy","is_ca":false},{"name":"Zain Jamjoom","is_ca":false},{"name":"Ali Abdel-Raouf","is_ca":false},{"name":"Hamdy H. Hassan","is_ca":false},{"name":"Hassan Alwaraqi","is_ca":false},{"name":"Sabry Al-Malah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07405893496414459,"gpt":0.3110888028751432,"spread":0.2370298679109986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004376219,0.000943359,0.0005347588,0.003592325,0.004781263,0.001374234,0.002402649,0.002049499,0.008307415],"category_scores_gemma":[0.006429184,0.0007495768,0.0005526977,0.002615003,0.001338994,0.0007291725,0.001084408,0.001922134,0.0008315571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01380136,"about_ca_system_score_gemma":0.02154504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6643515,"about_ca_topic_score_gemma":0.8259993,"domain_scores_codex":[0.9988902,0.00006780145,0.0001220886,0.00009666444,0.0003295547,0.000493687],"domain_scores_gemma":[0.9967871,0.0002974608,0.000320712,0.00006921933,0.001245028,0.001280441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003200732,0.0003825858,0.5263813,0.00009820759,0.00004920493,0.4475006,0.001356111,0.0006005841,0.003029925,0.0004471956,0.008084517,0.01174958],"study_design_scores_gemma":[0.0000918698,0.0004388425,0.5720987,0.0002096615,0.0001771527,0.4007334,0.01215912,0.003284819,0.002604507,0.0004327573,0.007631867,0.0001372686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676633,0.0007645146,0.0003964604,0.007950394,0.0002138299,0.000266475,0.0007704432,0.00005498109,0.02191955],"genre_scores_gemma":[0.9947582,0.0007429689,0.001128574,0.001287141,0.0001878254,0.00002027643,0.000289684,0.00003541828,0.001549924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6643515,"threshold_uncertainty_score":0.6752504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068545760","doi":"10.1007/s00068-004-1431-8","title":"Long-Term Evaluation of Prehospital Trauma Patient Triage in a Large Urban Area*","year":2004,"lang":"en","type":"article","venue":"European Journal of Trauma","topic":"Trauma and Emergency Care Studies","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":"Sante Montreal; Montreal General Hospital; Université Laval; McGill University Health Centre; Centre hospitalier universitaire de Québec","funders":"","keywords":"Triage; Medicine; Trauma center; Technician; Medical emergency; Emergency medicine; Protocol (science); Population; Injury Severity Score; Poison control; Retrospective cohort study; Injury prevention; Surgery","authors":[{"name":"Moïshe Liberman","is_ca":true},{"name":"Normand Martin","is_ca":true},{"name":"Gis�le Ouimet","is_ca":true},{"name":"John S. Sampalis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04740156130813502,"gpt":0.3014464444773354,"spread":0.2540448831692004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007022012,0.0003704906,0.0004022495,0.001044477,0.00193048,0.00111208,0.0004821506,0.001258048,0.001436452],"category_scores_gemma":[0.004054715,0.0003018507,0.0004215215,0.0009883289,0.0008633705,0.001202219,0.0008978102,0.001218471,0.0004190708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437308,"about_ca_system_score_gemma":0.001457987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02562249,"about_ca_topic_score_gemma":0.04201914,"domain_scores_codex":[0.9994363,0.0001739213,0.00006376852,0.00007601105,0.00007565401,0.0001743864],"domain_scores_gemma":[0.9966659,0.0005553333,0.0009145379,0.0001085999,0.0006043455,0.001151292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003548464,0.0004600897,0.9954206,0.0000164194,0.00002709111,0.0009846418,0.0007342409,0.00006261774,0.0002773106,0.00001688751,0.0001459779,0.00149911],"study_design_scores_gemma":[0.00001291528,0.0008497208,0.9951271,0.00000740903,0.0000237957,0.0005751347,0.00303887,0.0001330718,0.00006009295,0.00002107074,0.0001371995,0.00001354499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995794,0.00005343279,0.00001777105,0.00009096161,0.000004742747,0.000006595505,0.00005448598,0.000001656408,0.0001909894],"genre_scores_gemma":[0.9995145,0.0000607937,0.00003595925,0.00006331054,0.00001813367,0.00001319713,0.0001268301,0.000001472102,0.0001658246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02562249,"threshold_uncertainty_score":0.05094671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}