{"id":"W2140320834","doi":"10.1039/c2jm34862d","title":"Cell-compatible hydrogels based on a multifunctional crosslinker with tunable stiffness for tissue engineering","year":2012,"lang":"en","type":"article","venue":"Journal of Materials Chemistry","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba; Health Canada","funders":"","keywords":"Self-healing hydrogels; Tissue engineering; Cystamine; Biocompatibility; Materials science; Polyethylene glycol; PEG ratio; Cell adhesion; Biophysics; Polymer chemistry; Adhesion; Nanotechnology; Chemistry; Biomedical engineering; Composite material; Organic chemistry; Biochemistry","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":[0.000345442,0.0001868527,0.0002411829,0.00002797621,0.00007532757,0.00004970876,0.0001831482,0.0001456242,0.0001601739],"category_scores_gemma":[0.0001099309,0.0001506385,0.00006921663,0.00004398147,0.00003729024,0.00001402378,0.00002575615,0.00007632453,0.000007491828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003963029,"about_ca_system_score_gemma":0.0001165884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003574441,"about_ca_topic_score_gemma":1.187209e-7,"domain_scores_codex":[0.9989838,0.00001634931,0.0003661088,0.0001637326,0.0001863296,0.0002836719],"domain_scores_gemma":[0.9991158,0.0000360706,0.0002849787,0.0002542031,0.0001677118,0.0001412093],"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":[0.000404853,0.0002126615,0.0001125194,0.00018251,0.00004321081,0.000001064089,0.00001501592,0.00472511,0.9935145,0.000001163716,0.0007098054,0.00007755026],"study_design_scores_gemma":[0.0007785623,0.0001007926,0.0001904574,0.00006963836,0.00004381008,0.00004958903,0.00001531333,0.0001661047,0.9714785,0.000001785153,0.02691974,0.0001857684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937304,0.0002037597,0.005462073,0.0000712363,0.0001524865,0.000168907,0.00006944488,0.00001008064,0.000131606],"genre_scores_gemma":[0.9926305,0.000006498534,0.005801408,0.00006656926,0.0009395905,0.00007887225,0.00005327668,0.00004737304,0.0003758511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02620993,"threshold_uncertainty_score":0.6142859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244066095554631,"score_gpt":0.231725285889765,"score_spread":0.2192846249342187,"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."}}