{"id":"W4283026301","doi":"10.3390/jpm12060992","title":"Blood Cell Count Inflammatory Markers as Prognostic Indicators of Periodontitis: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Personalized Medicine","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periodontitis; Internal medicine; Meta-analysis; Lymphocyte; Red blood cell distribution width; Aggressive periodontitis; Gingivitis; Gastroenterology; Dentistry","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","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006018697,0.0006668215,0.0153717,0.001824386,0.0001553244,0.00003530754,0.0009318826,0.0003634866,0.0346769],"category_scores_gemma":[0.002190256,0.0004038816,0.004155615,0.001703011,0.0007008847,0.0001221176,0.0002071772,0.00158165,0.00002815526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493041,"about_ca_system_score_gemma":0.0009148838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005520037,"about_ca_topic_score_gemma":0.00001736364,"domain_scores_codex":[0.991293,0.002922383,0.003625769,0.0004635953,0.001297823,0.0003973909],"domain_scores_gemma":[0.9919221,0.001344456,0.005449372,0.0005832802,0.0003510738,0.0003496687],"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":[0.0000303354,0.000109848,0.00008653134,0.7961731,0.1995318,0.001424812,0.0002021521,5.61483e-8,0.000002515181,0.00002077799,0.002171063,0.0002469736],"study_design_scores_gemma":[0.0006179147,0.0004484227,0.00001130736,0.04307696,0.7028462,0.003654453,0.000234797,8.968858e-8,3.797092e-7,0.000002454536,0.248874,0.0002329769],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001439801,0.9968283,0.000003457421,0.0001425621,0.0001973623,0.002050871,0.000297583,0.000009655049,0.0003262711],"genre_scores_gemma":[0.00007229137,0.9948572,0.0000591404,0.0002486467,0.00009296878,0.0001971711,0.0001044997,0.00005956679,0.004308525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7530962,"threshold_uncertainty_score":0.9998413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05064575691629342,"score_gpt":0.3587798528370676,"score_spread":0.3081340959207742,"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."}}