{"id":"W2892410142","doi":"10.2174/0929867325666180927100817","title":"Chitosan-based Polymer Matrix for Pharmaceutical Excipients and Drug Delivery","year":2018,"lang":"en","type":"review","venue":"Current Medicinal Chemistry","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Chitosan; Drug delivery; Drug; Bioavailability; Chemistry; Biocompatibility; Chitin; Drug carrier; Nanotechnology; Pharmacology; Materials science; Organic chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002744188,0.0009226156,0.0005485512,0.001729366,0.0002476099,0.0006195882,0.0005194935,0.0007920869,0.00369455],"category_scores_gemma":[0.0002674272,0.000230943,0.0003999948,0.001541814,0.0003192547,0.0007740223,0.0004842851,0.001180931,0.002352545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006228271,"about_ca_system_score_gemma":0.0007019128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008999603,"about_ca_topic_score_gemma":0.001203866,"domain_scores_codex":[0.9997222,0.00002913008,0.00002120688,0.00005017338,0.0001519194,0.00002537944],"domain_scores_gemma":[0.9998831,0.00003287718,0.00003051705,0.000007254762,0.00003371492,0.0000126103],"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":[0.00008514028,0.0001554574,0.0002318254,0.01402664,0.0001420743,0.0008370081,0.00008822104,0.0009763825,0.2188053,0.009791982,0.01570194,0.7391582],"study_design_scores_gemma":[0.00002074625,0.0001777545,0.001098105,0.0007201954,0.000095966,0.002378247,0.00003690216,0.0006168006,0.07967611,0.001589277,0.9135518,0.00003820822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0050638,0.9627714,0.009392148,0.0006553602,0.0006616111,0.0001158384,0.0001628689,0.0001775727,0.02099944],"genre_scores_gemma":[0.04762062,0.9199294,0.01127692,0.0007989397,0.000407776,0.0001324008,0.0003171545,0.00003524709,0.01948154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00369455,"threshold_uncertainty_score":0.01235956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1921504373393663,"score_gpt":0.5229146098280395,"score_spread":0.3307641724886732,"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."}}