{"id":"W6962567292","doi":"10.17605/osf.io/2uybn","title":"Relationship between Serum Matrix Metalloproteinase-8 and Periodontitis: A PRISMA-Compliant Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periodontitis; Cochrane Library; Grading (engineering); Systematic review; MEDLINE; Meta-analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01007948,0.000940032,0.006762994,0.00183472,0.0005033474,0.004443028,0.003805256,0.0005264611,0.003871497],"category_scores_gemma":[0.003728718,0.0006696188,0.0008403226,0.009718323,0.001378952,0.0008046383,0.002412657,0.001173219,0.007414775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700325,"about_ca_system_score_gemma":0.0003156728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005617045,"about_ca_topic_score_gemma":0.0001970435,"domain_scores_codex":[0.9927998,0.0007813338,0.001371632,0.002524227,0.001733757,0.0007892692],"domain_scores_gemma":[0.9940968,0.0004849915,0.001393095,0.003290772,0.0001700155,0.0005643346],"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":[0.000005418564,0.00008210556,0.003451477,0.6683317,0.186819,0.0001747896,0.0009580468,0.00000277438,0.000004571684,0.0496233,0.09053309,0.00001371144],"study_design_scores_gemma":[0.00006897913,0.00003767861,0.000987857,0.03012904,0.9530932,0.00004761948,0.0001264223,0.00001782966,0.000001453614,0.00612456,0.008284947,0.001080456],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00003028212,0.8958694,0.001305186,0.003399502,0.0001503426,0.01875183,0.001933528,0.0006934065,0.07786648],"genre_scores_gemma":[0.01680604,0.001147713,0.07873307,0.0006465716,0.00009869604,0.002777112,0.00003705845,0.001742205,0.8980115],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8947217,"threshold_uncertainty_score":0.9995755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099857070461991,"score_gpt":0.4004362130740756,"score_spread":0.2904505060278765,"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."}}