{"id":"W2955255437","doi":"10.1002/cjce.23588","title":"Graphene functionalized decellularized scaffold promotes skin cell proliferation","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decellularization; Biocompatibility; Scaffold; Tissue engineering; Materials science; Graphene; Viability assay; Biomedical engineering; Nanotechnology; Extracellular matrix; Cell adhesion; Adhesion; Cell; Chemistry; Composite material; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001928408,0.0001279596,0.0001803863,0.0001515712,0.00004045231,0.00006724769,0.0002061225,0.00008193853,0.0002086796],"category_scores_gemma":[0.00001773423,0.0001024215,0.0001000145,0.0002409401,0.00001813768,0.00009953753,0.000005570091,0.0001659184,0.00002552923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008300945,"about_ca_system_score_gemma":0.000115977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009668576,"about_ca_topic_score_gemma":0.00003846232,"domain_scores_codex":[0.9992594,0.000008627814,0.0003022302,0.00007042772,0.0001342122,0.000225167],"domain_scores_gemma":[0.9994522,0.00004028977,0.00005477528,0.0001556236,0.00007989351,0.0002172232],"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":[0.000006744921,0.000005553373,0.0001544856,0.0000505066,0.00004435247,0.000002400797,0.0001032256,0.01783786,0.9806137,0.0006772216,0.0003573248,0.000146626],"study_design_scores_gemma":[0.0005974723,0.0000208314,0.0002050092,0.0000435202,0.00004041495,0.0000564021,0.00000629416,0.01707747,0.977799,0.000503934,0.003458867,0.000190808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970581,0.0005867369,0.001350582,0.0001208724,0.0003698854,0.00017859,0.000005499876,0.00003859319,0.0002911457],"genre_scores_gemma":[0.9989097,0.000004488052,0.0008084636,0.00002389215,0.0001654058,0.00001143693,0.000007647167,0.00003079703,0.00003821554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003101542,"threshold_uncertainty_score":0.4176628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004695372627096214,"score_gpt":0.159063856691274,"score_spread":0.1543684840641777,"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."}}