{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007661913,0.001026516,0.001956301,0.0001398523,0.0003356726,0.00002843368,0.0006933222,0.000902541,0.0006929373],"category_scores_gemma":[0.0001930506,0.0008977242,0.0005919883,0.0002673568,0.0008510263,0.00008221418,0.0001961964,0.002099449,0.0001190474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113409,"about_ca_system_score_gemma":0.0006757741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002050152,"about_ca_topic_score_gemma":3.323057e-7,"domain_scores_codex":[0.9957191,0.000361833,0.001203008,0.001173571,0.0004502691,0.001092172],"domain_scores_gemma":[0.9962835,0.001399673,0.0007007505,0.0004829819,0.00013831,0.0009948403],"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":[0.0002785364,0.0003681545,0.00004629596,0.07363,0.00045158,0.00004001816,0.00008427156,0.000001300222,0.0005209688,0.00001055608,0.01864297,0.9059253],"study_design_scores_gemma":[0.002149558,0.00004694313,2.873649e-7,0.007393084,0.003215978,0.0001270873,0.00003030254,0.00049761,0.005387887,0.000008340835,0.9803476,0.0007952992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008049924,0.9906638,0.0001852215,0.00006946064,0.005234647,0.001560524,0.0008171055,0.0001551325,0.0005091467],"genre_scores_gemma":[0.001133973,0.9910142,0.00006140458,0.0001814353,0.005170318,0.0006328537,0.000907225,0.0001364995,0.0007620818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9617047,"threshold_uncertainty_score":0.9993473,"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."}}