{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"d790676a22a0","filters":{"venue":"Health Policy Economics and Sociology"}},"results":[{"id":"W4411492650","doi":"10.52340/healthecosoc.2025.09.01.11","title":"AI-Driven Autonomous Trauma Care: Transforming Emergency Response in Military and Civilian Settings","year":2025,"lang":"en","type":"article","venue":"Health Policy Economics and Sociology","topic":"Trauma and Emergency 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":"Emergency response; Disaster response; Trauma care; Medical emergency; Crisis response; Medicine; Aeronautics; Emergency management; Political science; Engineering; Public relations","authors":[{"name":"Vivek Nair Harikumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01841017742670414,"gpt":0.3530290737946146,"spread":0.3346188963679105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01170067,0.0005109413,0.000930446,0.005235443,0.0004952361,0.003452767,0.001114207,0.001714297,0.002173905],"category_scores_gemma":[0.03322765,0.0004017638,0.001462196,0.005059509,0.001317116,0.003581429,0.001726051,0.001147073,0.0003323637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002929854,"about_ca_system_score_gemma":0.01051046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005026961,"about_ca_topic_score_gemma":0.007691388,"domain_scores_codex":[0.9905628,0.005941908,0.001450156,0.0004133125,0.001433438,0.0001983213],"domain_scores_gemma":[0.9593624,0.03244093,0.004093583,0.0005574442,0.003022158,0.0005234919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002345249,0.00008007477,0.005060003,0.2968423,0.001207869,0.0002917444,0.001472248,0.001562195,0.0004838302,0.01202756,0.01249378,0.6682438],"study_design_scores_gemma":[0.000236371,0.0009079982,0.02143934,0.6786382,0.003195195,0.001735276,0.004438019,0.002105246,0.0009637122,0.02497051,0.2612042,0.0001658599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003909508,0.9828479,0.001610387,0.007167004,0.0005610648,0.0001447652,0.0001507295,0.00003171303,0.003576859],"genre_scores_gemma":[0.07068398,0.9135915,0.009198308,0.004892502,0.0007906501,0.0003199622,0.0001966273,0.00001343236,0.0003130946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01170067,"threshold_uncertainty_score":0.06187975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}