{"id":"W4405314836","doi":"10.1016/j.jobab.2024.12.001","title":"Macroporous scaffolds based on biomass polymers and their applications in wound healing","year":2024,"lang":"en","type":"article","venue":"Journal of Bioresources and Bioproducts","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Research and Development; Office of Research and Development","keywords":"Wound healing; Polymer; Biomass (ecology); Biomedical engineering; Materials science; Medicine; Composite material; Biology; Surgery; Ecology","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":[0.0001517275,0.000263691,0.0001819992,0.0004107307,0.000128237,0.0002812663,0.0001087924,0.0003231779,0.0005089726],"category_scores_gemma":[0.0001174929,0.0001546113,0.0001901158,0.0002644977,0.0001808337,0.00036221,0.0002326866,0.0003613104,0.0002405977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560067,"about_ca_system_score_gemma":0.0001134019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001601584,"about_ca_topic_score_gemma":0.0004367122,"domain_scores_codex":[0.9999397,0.000008149302,0.000004393193,0.00001347969,0.00002234654,0.00001203975],"domain_scores_gemma":[0.9999222,0.00002595977,0.00002177044,0.000005776933,0.000009747614,0.00001446595],"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":[0.00004692646,0.00003107532,0.0001328293,0.0005310889,0.00001428356,0.0002219283,0.0000390665,0.0005552827,0.9646672,0.0008755331,0.0001874125,0.03269743],"study_design_scores_gemma":[0.000006555418,0.0003168784,0.003255111,0.00008648875,0.00004388193,0.0007668476,0.0000438317,0.001694964,0.9686549,0.0004529848,0.02465957,0.0000179075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.685108,0.2394581,0.05559966,0.0006185743,0.0003606505,0.0001305139,0.0004759915,0.0005303854,0.01771818],"genre_scores_gemma":[0.8925294,0.07846447,0.02457323,0.0002208553,0.00007271145,0.00007954051,0.0001796073,0.00005752838,0.003822741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005089726,"threshold_uncertainty_score":0.001702666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020687836143452,"score_gpt":0.2468608754863986,"score_spread":0.2366539971249641,"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."}}