{"id":"W4386256388","doi":"10.3390/gels9090698","title":"Role of Chitosan Hydrogels in Clinical Dentistry","year":2023,"lang":"en","type":"review","venue":"Gels","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"King Khalid University","keywords":"Chitosan; Biocompatibility; Self-healing hydrogels; Materials science; Drug delivery; Nanotechnology; Biomedical engineering; Dentistry; Chemistry; Organic chemistry; Polymer 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":[0.000850438,0.0007079276,0.001135268,0.003251371,0.0002861717,0.001123572,0.0006052407,0.001073228,0.003379269],"category_scores_gemma":[0.0008449313,0.0002938134,0.0005361571,0.002726344,0.0005403478,0.001207707,0.0006986746,0.001271455,0.001314377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008300506,"about_ca_system_score_gemma":0.001343778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500135,"about_ca_topic_score_gemma":0.002140052,"domain_scores_codex":[0.9996294,0.00005196821,0.00007785907,0.0000632378,0.0001519306,0.00002563307],"domain_scores_gemma":[0.9994821,0.0002768351,0.00007596895,0.00001149165,0.0001243863,0.00002922329],"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":[0.0000622692,0.00006408136,0.0001708152,0.0275956,0.00007213145,0.0001694956,0.0000690979,0.0001633574,0.002510484,0.002307228,0.01169256,0.9551229],"study_design_scores_gemma":[0.00002641613,0.0001887817,0.002359881,0.010883,0.0002110077,0.002399571,0.00011522,0.0001311497,0.002193322,0.001545494,0.9799044,0.00004178094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007503807,0.9992467,0.00003904234,0.00007209159,0.00006385329,0.000002436137,0.000006378242,0.000003226222,0.0004912979],"genre_scores_gemma":[0.0007665394,0.9986269,0.0001229276,0.00009257154,0.00008718006,0.000005082445,0.00001228201,0.000001004883,0.0002854419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003379269,"threshold_uncertainty_score":0.01130474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08087990560615574,"score_gpt":0.4010099810766459,"score_spread":0.3201300754704901,"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."}}