{"id":"W4401340010","doi":"10.6000/1929-5995.2024.13.05","title":"Hemostatic Gelatin-Alginate Hydrogels Modified with Humic Acids and Impregnated with Aminocaproic Acid","year":2024,"lang":"en","type":"article","venue":"Journal of Research Updates in Polymer Science","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Self-healing hydrogels; Gelatin; Materials science; Covalent bond; Swelling; Fourier transform infrared spectroscopy; Polymer chemistry; Hyaluronic acid; Polymer; Aminocaproic acid; Chemical engineering; Chemistry; Organic chemistry; Biochemistry; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001309043,0.000469356,0.0001375082,0.0002066937,0.00007179478,0.0002110617,0.0001511794,0.0002775545,0.000633965],"category_scores_gemma":[0.0001380494,0.0001406781,0.0002102588,0.0001374496,0.0001958431,0.0002628501,0.0001771712,0.0002144039,0.0001864299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000184364,"about_ca_system_score_gemma":0.000133765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003129773,"about_ca_topic_score_gemma":0.000482858,"domain_scores_codex":[0.9998862,0.00001476542,0.000009264801,0.00002506525,0.0000433614,0.00002135466],"domain_scores_gemma":[0.9998716,0.00002059408,0.00005622405,0.00001122133,0.00001663048,0.00002360173],"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":[0.0000150594,0.000004614643,0.00003505662,0.00002623277,0.000002598747,0.00002447302,0.000004100772,0.00004372564,0.9989552,0.00002189609,0.000005657399,0.0008614262],"study_design_scores_gemma":[0.000002562429,0.00008025549,0.0007787402,0.000004421227,0.000007594615,0.0001701279,0.000003838072,0.000263456,0.9976954,0.00001184207,0.0009781251,0.000003544704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789763,0.005908883,0.01219548,0.00006758405,0.00006085933,0.00005342465,0.0001387542,0.0001087285,0.002490076],"genre_scores_gemma":[0.9843091,0.00203048,0.01080857,0.00006944896,0.0000134993,0.00003465555,0.0001408118,0.00002439728,0.002569003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000633965,"threshold_uncertainty_score":0.002120793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425871859327469,"score_gpt":0.3727710955677811,"score_spread":0.3385123769745064,"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."}}