{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"302d34a5fe87","filters":{"venue":"Médecine de Catastrophe - Urgences Collectives"}},"results":[{"id":"W4412442663","doi":"10.1016/j.pxur.2025.06.006","title":"Intérêt, contraintes, organisation et limites d’un hôpital aérotransportable : expérience de l’ESCRIM (Turquie, Libye, Mayotte)","year":2025,"lang":"fr","type":"article","venue":"Médecine de Catastrophe - Urgences Collectives","topic":"Global Health and Surgery","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":"Centre de Santé et de Services Sociaux Cavendish","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Olivier Yavari‐Sartakhti","is_ca":false},{"name":"Isabelle Arnaud","is_ca":true},{"name":"Tanneguy Lostie de Kerhor","is_ca":false},{"name":"Anthony Couret","is_ca":false},{"name":"Anne Daoudal","is_ca":false},{"name":"François Ansart","is_ca":false},{"name":"C. Arvieux","is_ca":false},{"name":"Sébastien Mirek","is_ca":false},{"name":"Nelson Vestia","is_ca":false},{"name":"Philippe Agopian","is_ca":true},{"name":"Sébastien Gaujoux","is_ca":false},{"name":"Romain Kedzierewicz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009282327832639424,"gpt":0.2824103676467986,"spread":0.2731280398141591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003217224,0.000594926,0.0002453447,0.00042582,0.005465196,0.00346575,0.0007560854,0.002387099,0.00852764],"category_scores_gemma":[0.005560881,0.0004215253,0.0004053583,0.0005617306,0.00267683,0.001215956,0.003110686,0.002896216,0.0005933546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004103613,"about_ca_system_score_gemma":0.006213099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03197351,"about_ca_topic_score_gemma":0.06602582,"domain_scores_codex":[0.99753,0.00106015,0.00008187588,0.0001476792,0.0002998416,0.0008804274],"domain_scores_gemma":[0.9965169,0.001165682,0.0003560909,0.00008525741,0.0002786019,0.001597358],"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":[0.002041028,0.004813317,0.2520247,0.00149259,0.0001897992,0.05556671,0.2458746,0.003264712,0.006863416,0.02087352,0.07097504,0.3360206],"study_design_scores_gemma":[0.0003009205,0.003898024,0.4068185,0.001572989,0.0001092596,0.02532409,0.2498436,0.001254768,0.002232437,0.002954153,0.3054582,0.00023314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704477,0.005175974,0.0005024343,0.008397025,0.0004246752,0.0000355185,0.00007680415,0.00002007286,0.01491987],"genre_scores_gemma":[0.9840736,0.002968692,0.0009464798,0.00125035,0.0002705285,0.00006612253,0.00007913612,0.00002949915,0.01031545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03197351,"threshold_uncertainty_score":0.06357479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412108552","doi":"10.1016/j.pxur.2025.06.004","title":"Psychotraumatismes et interactions culturelles en contexte humanitaire","year":2025,"lang":"fr","type":"article","venue":"Médecine de Catastrophe - Urgences Collectives","topic":"Migration, Health and Trauma","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":"Université du Québec","funders":"","keywords":"Political science","authors":[{"name":"Mathieu Guidère","is_ca":false},{"name":"Louis Jehel","is_ca":false},{"name":"Chirine Chamsine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02026154873028814,"gpt":0.377378962604771,"spread":0.3571174138744829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001418951,0.0003575367,0.000275006,0.00105538,0.003607634,0.004871949,0.0004974465,0.0006617287,0.008096361],"category_scores_gemma":[0.00350921,0.00016121,0.0001863913,0.001469305,0.006815089,0.001772534,0.003450448,0.001504865,0.0004417015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276262,"about_ca_system_score_gemma":0.002270874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009671705,"about_ca_topic_score_gemma":0.008266366,"domain_scores_codex":[0.9978414,0.001347741,0.00007863683,0.0001872352,0.0002729959,0.0002720247],"domain_scores_gemma":[0.9975815,0.0008091053,0.0007702086,0.0001165151,0.0003177444,0.000404925],"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":[0.000169714,0.0002742682,0.1107231,0.0007238452,0.0001688063,0.003635774,0.6841063,0.0005535886,0.002347404,0.09598451,0.00982857,0.09148397],"study_design_scores_gemma":[0.00001756979,0.0001429956,0.1527828,0.000733098,0.00005349753,0.003227264,0.6811502,0.000366384,0.0007042249,0.02794572,0.1327734,0.0001029025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8521366,0.01064235,0.003436041,0.01321433,0.000522772,0.00008950759,0.0002788769,0.0000524184,0.1196272],"genre_scores_gemma":[0.9914751,0.002648684,0.0003938983,0.000592599,0.0001000889,0.0000520064,0.00005031858,0.000009814871,0.004677504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009671705,"threshold_uncertainty_score":0.02708507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}