{"id":"W4400171364","doi":"10.4317/jced.61643","title":"PLLA Membranes Enriched with Chitosan/DCPA: Innovative Approach to Bone Tissue Engineering","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Dentistry","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Chitosan; ALIZARIN RED; Periodontal fiber; Periodontal ligament stem cells; Tissue engineering; Biomedical engineering; Materials science; Chemistry; Dentistry; Alkaline phosphatase; Medicine; Biochemistry; Staining; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001390355,0.0001403746,0.0004292122,0.00009386609,0.00003376549,0.00007262822,0.0000430324,0.00007942224,0.00003274577],"category_scores_gemma":[0.00005376818,0.00009042515,0.00008257527,0.0002197733,0.00005813174,0.0001245763,0.00003324161,0.0002490011,0.0000107982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002035937,"about_ca_system_score_gemma":0.00007483736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003837661,"about_ca_topic_score_gemma":3.3743e-7,"domain_scores_codex":[0.9988272,0.00001905597,0.0005776007,0.0001805016,0.0002735782,0.0001220445],"domain_scores_gemma":[0.9994732,0.00004288347,0.00008400391,0.00007738414,0.00004779417,0.0002747509],"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":[0.002610728,0.003067686,0.01871689,0.0005379895,0.001823694,0.006846361,0.001589644,0.00007279113,0.9475955,0.001399495,0.001639326,0.01409983],"study_design_scores_gemma":[0.01186415,0.006713005,0.1209302,0.00120623,0.0004238313,0.02830397,0.001918712,0.001034856,0.8030006,0.00001793589,0.0239629,0.0006235365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991685,0.005070116,0.0007126054,0.0002654575,0.0005456503,0.0001256829,0.000003795225,0.00001966593,0.001571993],"genre_scores_gemma":[0.9929224,0.00007675817,0.005480857,0.000189935,0.0004976129,0.000006951002,0.000008752939,0.00001716236,0.000799571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1445949,"threshold_uncertainty_score":0.3687431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071318901889227,"score_gpt":0.3873901792551473,"score_spread":0.346676990236255,"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."}}