{"id":"W2331194004","doi":"10.1021/bm401364z","title":"Injectable Polysaccharide Hydrogels Reinforced with Cellulose Nanocrystals: Morphology, Rheology, Degradation, and Cytotoxicity","year":2013,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":296,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Self-healing hydrogels; Rheology; Polysaccharide; Cellulose; Cytotoxicity; Morphology (biology); Degradation (telecommunications); Chemistry; Chemical engineering; Nanocrystal; Materials science; Polymer chemistry; Polymer science; Nanotechnology; Organic chemistry; Composite material; Biochemistry; In vitro","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":[0.0002935802,0.0003172264,0.0003748951,0.0001563627,0.0003323214,0.0001459308,0.0003223261,0.0001201774,0.000513375],"category_scores_gemma":[0.0001831375,0.0002396955,0.00004189935,0.0003098574,0.001056507,0.0005212782,0.0003782496,0.0001248446,0.0003029686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000676212,"about_ca_system_score_gemma":0.000083348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061207,"about_ca_topic_score_gemma":0.00003844378,"domain_scores_codex":[0.9977877,0.00015035,0.0003493707,0.0006178654,0.0003277626,0.0007669079],"domain_scores_gemma":[0.9988015,0.000169925,0.0001797065,0.000418414,0.0002051621,0.0002253356],"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":[0.00004245512,0.00002698392,0.0004774061,0.00003778652,0.00002903704,0.0000659807,0.0001228817,0.00001386994,0.9967209,0.001722957,0.0004372343,0.0003025803],"study_design_scores_gemma":[0.0005501322,0.0002585739,0.0009225961,0.00002986177,0.00001630696,0.0001859214,0.0002108981,0.0002801765,0.9964551,0.0006351676,0.0001356422,0.00031964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984407,0.0008723622,0.01287506,0.0003775333,0.0000536484,0.0006542008,0.00003146508,0.0001886861,0.0005400056],"genre_scores_gemma":[0.9833955,0.0001132526,0.01384812,0.0001503532,0.00003281827,0.0002028337,0.00001552642,0.00003540366,0.002206188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001666183,"threshold_uncertainty_score":0.9774497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326758316872848,"score_gpt":0.2491577172576347,"score_spread":0.2358901340889062,"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."}}