{"id":"W3176752966","doi":"10.1002/jbm.a.37253","title":"Investigation of human adipose‐derived stem‐cell behavior using a cell‐instructive polydopamine‐coated gelatin–alginate hydrogel","year":2021,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part A","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Gelatin; Self-healing hydrogels; Tissue engineering; Cell adhesion; Adipose tissue; Regenerative medicine; Biomedical engineering; Stem cell; Adhesion; Cell; Protein adsorption; Nanotechnology; Chemistry; Cell biology; Polymer chemistry; Biochemistry; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001523729,0.0001927645,0.00008022865,0.00009611507,0.00007275485,0.0001488295,0.00007829986,0.0001415154,0.0004728769],"category_scores_gemma":[0.00009656512,0.00007494722,0.0001273421,0.00008365879,0.0001022727,0.0001210678,0.00005456185,0.0001714677,0.0001184044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293958,"about_ca_system_score_gemma":0.0001004969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007046356,"about_ca_topic_score_gemma":0.0009643969,"domain_scores_codex":[0.9999523,0.000006975064,0.000004803359,0.00001136975,0.00001495935,0.00000965557],"domain_scores_gemma":[0.9999297,0.00002970135,0.00001531942,0.000006244507,0.000009257732,0.000009705721],"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":[0.00001893689,0.000006688619,0.0001224879,0.00001400095,0.000001460049,0.000013049,0.000009029984,0.00003157192,0.9992753,0.00001131659,0.00000338669,0.0004928457],"study_design_scores_gemma":[0.000002413673,0.00009619386,0.00149796,0.000001548264,0.000005705919,0.00005061196,0.0000100258,0.0005708883,0.9973748,0.000004681825,0.0003835613,0.000001705805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945045,0.0009800408,0.003740144,0.00002926769,0.00001253531,0.00001838415,0.0001202345,0.00001899475,0.0005758632],"genre_scores_gemma":[0.9955149,0.00053484,0.003133049,0.00001589946,0.000003019526,0.00001550464,0.00009232733,0.000004921681,0.0006855969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007046356,"threshold_uncertainty_score":0.001581907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159303808219995,"score_gpt":0.3830083347279406,"score_spread":0.2670779539059411,"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."}}