{"id":"W4415187027","doi":"10.1007/s40200-025-01748-9","title":"Adjunctive melatonin in periodontal therapy for type 2 diabetic patients: Systematic review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Diabetes & Metabolic Disorders","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Melatonin; Adjunctive treatment; Type 2 diabetes; Clinical trial; Diabetes mellitus; Inflammation; Type 1 diabetes","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":[0.003803302,0.001993856,0.0144741,0.00243832,0.0004792269,0.002031889,0.00193478,0.00234862,0.004381683],"category_scores_gemma":[0.009763294,0.001271494,0.02104034,0.003216642,0.0005819016,0.001426954,0.001375161,0.002198005,0.0002742381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147757,"about_ca_system_score_gemma":0.002050741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00746403,"about_ca_topic_score_gemma":0.02792724,"domain_scores_codex":[0.9975498,0.0008796736,0.0008091546,0.0003490601,0.0002724192,0.0001398618],"domain_scores_gemma":[0.9960409,0.002516694,0.0009404114,0.0001363261,0.0002587101,0.0001069456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008126635,0.0001274199,0.003745805,0.510322,0.4491174,0.0001560141,0.0001494772,0.0003524418,0.0004913654,0.00009789163,0.0008591131,0.02645431],"study_design_scores_gemma":[0.00249381,0.0006009769,0.004973916,0.02150286,0.9680781,0.0000808315,0.00008110733,0.0001359307,0.0001133431,0.0001062457,0.001797833,0.000035073],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005361508,0.9938521,0.0001512679,0.00007922129,0.0001239381,0.0001089229,0.0001891223,0.00001298275,0.0001209202],"genre_scores_gemma":[0.1670526,0.8293411,0.001379968,0.0009662291,0.0002392436,0.0003111558,0.0003560183,0.00001700505,0.0003367372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0144741,"threshold_uncertainty_score":0.020114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04060582420194879,"score_gpt":0.3631269874980906,"score_spread":0.3225211632961418,"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."}}