{"id":"W4385201660","doi":"10.3390/gels9070591","title":"A Review of Metal Nanoparticles Embedded in Hydrogel Scaffolds for Wound Healing In Vivo","year":2023,"lang":"en","type":"review","venue":"Gels","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; McMaster University; University of British Columbia","funders":"","keywords":"Nanomedicine; Nanotechnology; Materials science; Nanoparticle; Wound healing; Biocomposite; Self-healing hydrogels; In vivo; Nanomaterials; Biomedical engineering; Engineering; Medicine; Composite material; Composite number; Surgery; Biotechnology","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":[0.0009138531,0.0002785471,0.002643128,0.0003011073,0.00002307033,0.000005735511,0.00009361162,0.0001887549,0.00002776672],"category_scores_gemma":[0.0001858777,0.0002136434,0.0004676182,0.0006516665,0.00002896955,0.00002669107,0.00003313761,0.0001241366,0.00003942934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058845,"about_ca_system_score_gemma":0.0004254419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001573955,"about_ca_topic_score_gemma":0.0001022427,"domain_scores_codex":[0.9978801,0.00008819207,0.001128591,0.0003504174,0.0001908558,0.0003618465],"domain_scores_gemma":[0.9989395,0.0002958674,0.0002782842,0.0003508411,0.00004464816,0.00009091385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002664331,0.0003676068,0.00003909892,0.7451044,0.0004090671,0.0001100774,0.0001295116,7.943448e-7,0.0000201702,0.0001226948,0.0006321367,0.2530378],"study_design_scores_gemma":[0.001203028,0.0001751204,0.000003863501,0.5604815,0.001699472,0.0000482895,0.00001848938,0.000009135484,0.00007985221,0.0002484379,0.4358423,0.0001904621],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002021906,0.9949475,7.6211e-7,0.00007316755,0.0001121331,0.002601193,0.00008344283,0.00003518654,0.0001247161],"genre_scores_gemma":[0.00009997028,0.9981259,0.0003105773,0.0001373,0.00007295127,0.0006559526,0.0001051633,0.00006127122,0.0004308864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4352102,"threshold_uncertainty_score":0.8712125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314108591421539,"score_gpt":0.4259504140784171,"score_spread":0.2945395549362632,"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."}}