{"id":"W4407958737","doi":"10.1016/j.cej.2025.161052","title":"Hierarchically oriented foam with thermal management performance for hemorrhage control and wound healing","year":2025,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Manitoba","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Wound healing; Materials science; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002135528,0.0001386593,0.0002717454,0.00008221601,0.00007667666,0.00003615492,0.00005407285,0.00006938772,0.000009188556],"category_scores_gemma":[0.00005314409,0.00009210307,0.00006846888,0.0001311622,0.00003978361,0.00004264024,0.00002062856,0.0003952215,4.744651e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005605262,"about_ca_system_score_gemma":0.00003160691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.028776e-7,"about_ca_topic_score_gemma":9.181218e-9,"domain_scores_codex":[0.9991554,0.000004353564,0.0002389888,0.0001528213,0.0001501468,0.0002982948],"domain_scores_gemma":[0.9995234,0.0000993641,0.00003190229,0.00009495403,0.00007068883,0.0001796863],"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":[0.009985146,0.0009198235,0.008744505,0.009086637,0.003098352,0.001443453,0.0003947142,0.01328949,0.5204483,0.008483139,0.001918247,0.4221882],"study_design_scores_gemma":[0.03376646,0.0009822974,0.008144253,0.002942262,0.0008337334,0.002429835,0.0001086297,0.8329328,0.03951427,0.00007291709,0.07745384,0.0008186817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7575422,0.0004538344,0.2390284,0.001617886,0.0001112164,0.0003256674,0.000002539954,0.00004854051,0.0008696975],"genre_scores_gemma":[0.9654114,0.00004758049,0.03346365,0.0004909998,0.0001853984,0.0000212228,0.000005250505,0.00001966617,0.0003548884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8196433,"threshold_uncertainty_score":0.3755854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004662495353634549,"score_gpt":0.2183551289098102,"score_spread":0.2136926335561757,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}