{"id":"W4285731968","doi":"10.3390/md20070460","title":"Chitin and Chitosan: Prospective Biomedical Applications in Drug Delivery, Cancer Treatment, and Wound Healing","year":2022,"lang":"en","type":"review","venue":"Marine Drugs","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":269,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chitin; Chitosan; Biocompatibility; Drug delivery; Nanotechnology; Tissue engineering; Chemistry; Materials science; Biomedical engineering; Biochemistry; Medicine; Organic chemistry","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":[0.0002371193,0.0004338913,0.001107789,0.0003209603,0.0002808292,0.0001232997,0.0002391924,0.00009733512,0.0003672283],"category_scores_gemma":[0.000008478867,0.0003644079,0.0001026036,0.0005159985,0.0001692015,0.00009114594,0.0006640527,0.0003009687,0.000008118345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003897717,"about_ca_system_score_gemma":0.0002476949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006790649,"about_ca_topic_score_gemma":0.0006029188,"domain_scores_codex":[0.9978917,0.0001513035,0.0005045162,0.0008110357,0.0002091941,0.0004322276],"domain_scores_gemma":[0.9990233,0.0002366494,0.0002522882,0.0003152605,0.00000810276,0.0001643605],"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":[0.00001308909,0.0001988431,0.00134634,0.003407464,0.00007047223,0.00001533484,0.001372624,5.980909e-7,0.0002708,0.0001996452,0.000034166,0.9930706],"study_design_scores_gemma":[0.0005558736,0.00006651052,0.0001571218,0.0007792363,0.0002728305,0.00005100816,0.0001497611,0.000008138246,0.0001964987,0.0001204872,0.997205,0.0004375459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03096622,0.9642372,0.000002736393,0.00007053467,0.0002033395,0.002409014,0.0004153342,0.0000958239,0.001599757],"genre_scores_gemma":[0.001242091,0.9949823,0.0003337508,0.00002048271,0.0001894971,0.002557651,0.0004027782,0.0000631498,0.0002083229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9971708,"threshold_uncertainty_score":0.9998808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892634007650543,"score_gpt":0.3071981137830873,"score_spread":0.2882717737065819,"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."}}