{"id":"W4322632467","doi":"10.1016/j.bioactmat.2023.02.017","title":"Hydrophobic aerogel-modified hemostatic gauze with thermal management performance","year":2023,"lang":"en","type":"article","venue":"Bioactive Materials","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Jiangnan University","keywords":"Aerogel; Materials science; Chemical engineering; Hemostatic Agent; Composite material; Hemostasis; Surgery; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008383655,0.0003529672,0.0001332871,0.0001590168,0.00007850179,0.0001667272,0.0001263673,0.0002938383,0.000405185],"category_scores_gemma":[0.0001178101,0.0001234956,0.000243722,0.00009609324,0.0001085221,0.0001985905,0.0001485575,0.0002277645,0.0001607548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401598,"about_ca_system_score_gemma":0.00009070547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003330247,"about_ca_topic_score_gemma":0.0007941535,"domain_scores_codex":[0.9999202,0.000007758028,0.000006463605,0.00002096008,0.00002708763,0.00001751339],"domain_scores_gemma":[0.9999318,0.000006973797,0.0000276129,0.00000668133,0.00001548698,0.00001133779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001282902,0.000004118442,0.00003976572,0.00002034415,0.000002604503,0.00002112474,0.000004234822,0.00004497679,0.9991233,0.00001818374,0.00001342524,0.0006950611],"study_design_scores_gemma":[0.000004409992,0.00008740121,0.0009196711,0.000003339699,0.000013092,0.0001082402,0.000005986863,0.0005168123,0.997355,0.000008177999,0.0009717804,0.000006104431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907904,0.001335014,0.0065369,0.00004778526,0.00003447365,0.00002129334,0.0001030597,0.000139062,0.00099205],"genre_scores_gemma":[0.9913475,0.0005617372,0.006437853,0.00005730216,0.000009593199,0.00001942944,0.0001168996,0.00002839705,0.001421363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000405185,"threshold_uncertainty_score":0.001355529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418869553696642,"score_gpt":0.2621401564295182,"score_spread":0.2379514608925517,"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."}}