{"id":"W2072113064","doi":"10.1002/adhm.201200075","title":"Wound‐Healing with Mechanically Robust and Biodegradable Hydrogel Fibers Loaded with Silver Nanoparticles","year":2012,"lang":"en","type":"article","venue":"Advanced Healthcare Materials","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Silver nanoparticle; Glutaraldehyde; Materials science; Covalent bond; Wound healing; Swelling; Nanoparticle; Calcium alginate; Aqueous solution; Chemical engineering; Self-healing hydrogels; Polymer; Precipitation; Aqueous two-phase system; Composite material; Nanotechnology; Chemistry; Polymer chemistry; Calcium; Chromatography; Organic chemistry; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002918363,0.0002782765,0.000555621,0.00006790335,0.000252943,0.00003732066,0.00004662057,0.0001186618,0.00004426724],"category_scores_gemma":[0.00001899167,0.0001833397,0.00002335168,0.0001565889,0.00008323875,0.0002326927,0.00002570212,0.0001215318,0.00002523603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437394,"about_ca_system_score_gemma":0.000136143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006886279,"about_ca_topic_score_gemma":0.0001252468,"domain_scores_codex":[0.9981526,0.00006469201,0.0003619393,0.0003710873,0.0002980797,0.000751576],"domain_scores_gemma":[0.9988121,0.00006528587,0.0001541084,0.0003398177,0.0001121805,0.0005165553],"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":[0.00862196,0.0008730505,0.04895689,0.002646391,0.0004914685,0.0002032011,0.002114845,0.0001036661,0.9248114,0.004737339,0.00007026202,0.006369548],"study_design_scores_gemma":[0.007502578,0.003038022,0.009075724,0.001463279,0.0003453507,0.0007028393,0.000896647,0.00001159789,0.9746469,0.0005600419,0.001184779,0.000572287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952632,0.001436345,0.00009796983,0.002008556,0.0001789137,0.0007579342,0.00003490737,0.0001613971,0.00006072775],"genre_scores_gemma":[0.9787408,0.0001516465,0.01962921,0.0009715297,0.000128278,0.00009441505,0.00005764328,0.00006004097,0.0001664356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04983547,"threshold_uncertainty_score":0.7476376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977407189534434,"score_gpt":0.2873747340739229,"score_spread":0.2576006621785786,"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."}}