{"id":"W2069203890","doi":"10.1002/marc.201400406","title":"Recent Strategies to Develop Polysaccharide‐Based Nanomaterials for Biomedical Applications","year":2014,"lang":"en","type":"review","venue":"Macromolecular Rapid Communications","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Cancer Institute; National Eye Institute; Centre québécois sur les matériaux fonctionnels","keywords":"Nanocarriers; Polysaccharide; Self-healing hydrogels; Drug delivery; Nanotechnology; Chitosan; Tissue engineering; Polymer; Chemistry; Micelle; Nanomaterials; Materials science; Biomedical engineering; Organic chemistry; Engineering","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":[0.0006133103,0.001240561,0.0007168945,0.002239405,0.0002943958,0.0006142661,0.0006759798,0.0008561919,0.002429958],"category_scores_gemma":[0.0003072737,0.0004437577,0.0005104574,0.001869096,0.0004469095,0.001095538,0.0007917291,0.001547029,0.00263204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006826571,"about_ca_system_score_gemma":0.00060324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005116669,"about_ca_topic_score_gemma":0.0009647066,"domain_scores_codex":[0.9998145,0.00002437881,0.00001716691,0.00003740154,0.00008610287,0.00002059231],"domain_scores_gemma":[0.9998764,0.00003881893,0.00002192776,0.000007982705,0.00003961477,0.0000152668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004292276,0.0001723272,0.0001615818,0.01919965,0.000116985,0.0003535455,0.0001305884,0.0009976753,0.05211658,0.01678084,0.01596264,0.8939647],"study_design_scores_gemma":[0.00001340331,0.0001137597,0.0003524997,0.0008624926,0.00004949863,0.0009409971,0.00003140359,0.0002258628,0.01206972,0.00275977,0.9825523,0.00002839466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007684561,0.990791,0.002658378,0.0002620953,0.0002772497,0.00003542861,0.00002850404,0.00002737852,0.005151496],"genre_scores_gemma":[0.003295257,0.9895969,0.003196862,0.0002754509,0.0001596034,0.00005034094,0.00006996576,0.000006937518,0.003348663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002429958,"threshold_uncertainty_score":0.00812906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05622826828466965,"score_gpt":0.3429728546304324,"score_spread":0.2867445863457627,"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."}}