{"id":"W4379052900","doi":"10.3389/fdmed.2023.1163562","title":"Innovative biomaterials for the treatment of periodontal disease","year":2023,"lang":"en","type":"review","venue":"Frontiers in Dental Medicine","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"American Association of Endodontists Foundation","keywords":"Regeneration (biology); Periodontitis; Debridement (dental); Medicine; Dentistry; Bone resorption; Regenerative medicine; Intensive care medicine; Stem cell; Biology; Internal 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":[0.0005686168,0.0007134876,0.001002261,0.002470171,0.0003030803,0.001034954,0.0005412868,0.001194914,0.00314942],"category_scores_gemma":[0.0005623426,0.0002565586,0.0005632463,0.001466731,0.0004799766,0.001147859,0.0007154312,0.002021714,0.001531932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004727253,"about_ca_system_score_gemma":0.0007657814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004980405,"about_ca_topic_score_gemma":0.0008655892,"domain_scores_codex":[0.9997068,0.00004051931,0.00003747455,0.00004183923,0.000145,0.0000284114],"domain_scores_gemma":[0.9998117,0.00009117202,0.00002823521,0.000007048598,0.00004805967,0.00001386893],"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":[0.00006135978,0.0001214762,0.0001499897,0.02089231,0.00007913195,0.0002540792,0.0001054247,0.0003145918,0.008862646,0.008852454,0.01836063,0.9419459],"study_design_scores_gemma":[0.00001258334,0.0001132933,0.0005807682,0.003106586,0.00007060523,0.001198165,0.00005560827,0.00008233949,0.001426084,0.002545933,0.9907917,0.00001643247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001558153,0.9985171,0.0001411978,0.0001515003,0.0002053078,0.000005354755,0.000009733025,0.000005696775,0.0008082374],"genre_scores_gemma":[0.0009110004,0.9980058,0.0002568024,0.0001236082,0.0001414694,0.000007923034,0.00001788457,0.00000142732,0.0005340248],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00314942,"threshold_uncertainty_score":0.01053584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055798012967393,"score_gpt":0.4215892716737713,"score_spread":0.316009470377032,"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."}}