{"id":"W2791267032","doi":"10.1002/adhm.201701393","title":"Tough Composite Hydrogels with High Loading and Local Release of Biological Drugs","year":2018,"lang":"en","type":"article","venue":"Advanced Healthcare Materials","topic":"Tendon Structure and Treatment","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Dental and Craniofacial Research; Novartis Pharmaceuticals Corporation; National Science Foundation","keywords":"Self-healing hydrogels; Biocompatibility; Materials science; Drug delivery; Composite number; Controlled release; Protein adsorption; Biomedical engineering; Toughness; Nanotechnology; Chemical engineering; Composite material; Polymer chemistry; Polymer; Medicine","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":[0.00007113499,0.0001650288,0.0005320584,0.00004616596,0.0000748785,0.000007013907,0.00003327805,0.00008649779,0.00007102219],"category_scores_gemma":[0.00001095691,0.0001041937,0.00002221706,0.00008367813,0.0002703028,0.00005019553,0.00003379933,0.00005486861,0.000009383152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004936184,"about_ca_system_score_gemma":0.00004371995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003645327,"about_ca_topic_score_gemma":0.00001787051,"domain_scores_codex":[0.998957,0.00005926544,0.0003148926,0.0002873644,0.0001300798,0.0002514463],"domain_scores_gemma":[0.9993014,0.00004570319,0.0001413343,0.0002231992,0.0001207655,0.0001675828],"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":[0.006604763,0.0001302211,0.009473698,0.0006872061,0.0001472486,0.0002678533,0.001078674,0.000001986958,0.9070017,0.005147597,0.00003067256,0.0694284],"study_design_scores_gemma":[0.0026827,0.002895372,0.01740447,0.0003365735,0.00005436706,0.0002688751,0.0001933933,6.600702e-7,0.9739209,0.001117803,0.0009931433,0.0001317204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973556,0.0004722998,0.000164471,0.001230354,0.0001436702,0.0004241,0.0000769406,0.00005999006,0.00007255533],"genre_scores_gemma":[0.9921675,0.0001291914,0.006767072,0.0006748984,0.0001409833,0.00002005095,0.00005760282,0.00001783616,0.00002481357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06929668,"threshold_uncertainty_score":0.4248897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610674143059604,"score_gpt":0.2978685965087382,"score_spread":0.2817618550781422,"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."}}