{"id":"W4281747964","doi":"10.3390/jfb13020071","title":"Self-Crosslinkable Oxidized Alginate-Carboxymethyl Chitosan Hydrogels as an Injectable Cell Carrier for In Vitro Dental Enamel Regeneration","year":2022,"lang":"en","type":"article","venue":"Journal of Functional Biomaterials","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Saskatchewan Health Research Foundation; University of Saskatchewan","keywords":"Self-healing hydrogels; Materials science; Swelling; Chitosan; Fourier transform infrared spectroscopy; Chemical engineering; Nuclear chemistry; Polymer chemistry; Biomedical engineering; Composite material; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006009383,0.0001938855,0.0004699979,0.000327906,0.0002965113,0.00009171638,0.0000902506,0.00008838827,0.0005192367],"category_scores_gemma":[0.00005615289,0.0001683154,0.0001880396,0.0002087942,0.00002531813,0.000330891,0.00003955834,0.00008506177,0.000006075944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003790226,"about_ca_system_score_gemma":0.0004834202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004054114,"about_ca_topic_score_gemma":0.000004364761,"domain_scores_codex":[0.998072,0.0001861068,0.0007083317,0.000239831,0.0005422014,0.0002515468],"domain_scores_gemma":[0.9990762,0.00004092614,0.0004229267,0.0001405576,0.000127562,0.0001918511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00463343,0.0008741454,0.0005475725,0.00003686789,0.0001333992,0.00007799447,0.0001633292,0.0002677988,0.9928557,0.00005672548,0.0002472978,0.0001057039],"study_design_scores_gemma":[0.008049484,0.001644295,0.0006439719,0.00001200353,0.0001307061,0.0009122856,0.0002189889,0.0004000637,0.9844515,0.0001706349,0.00322116,0.0001449526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996613,0.0003790606,0.0001734495,0.0002637951,0.001614467,0.0005082893,0.0001908291,0.00002699221,0.000230095],"genre_scores_gemma":[0.9946336,0.00001952375,0.003082161,0.000317009,0.0005288284,0.0001164757,0.0005016106,0.00003193434,0.0007688502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008404282,"threshold_uncertainty_score":0.6863701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613017833003551,"score_gpt":0.2724637675996647,"score_spread":0.2563335892696292,"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."}}