{"id":"W3027389794","doi":"10.4103/jisp.jisp_512_19","title":"Biomarkers in biological fluids in adults with periodontitis and/or obesity: A meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Indian Society of Periodontology","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Resistin; Adiponectin; Internal medicine; Obesity; Periodontitis; Meta-analysis; Chemerin; Leptin; Chronic periodontitis; Gastroenterology; Adipokine; Endocrinology; Insulin resistance","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":[0.01406967,0.003115202,0.01697226,0.005155075,0.0007388794,0.004003764,0.002047266,0.0025237,0.003293756],"category_scores_gemma":[0.02588695,0.001694232,0.05803619,0.006110137,0.000664669,0.001728814,0.002103338,0.00217544,0.0003671899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001843939,"about_ca_system_score_gemma":0.002431805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006713303,"about_ca_topic_score_gemma":0.01181321,"domain_scores_codex":[0.9892644,0.005181998,0.002895485,0.001337518,0.0008895078,0.0004310423],"domain_scores_gemma":[0.9833049,0.01153948,0.00261788,0.0008904363,0.001349686,0.0002977402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002848248,0.00002973939,0.009284519,0.1165625,0.865509,0.0001242022,0.00006294093,0.0003412665,0.0002235976,0.00007167722,0.0002291189,0.004713157],"study_design_scores_gemma":[0.000342926,0.0001470463,0.004520435,0.004627596,0.9895621,0.00005783756,0.00002684207,0.0001249695,0.00006068178,0.00007953818,0.0004364922,0.0000136137],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01132092,0.9867306,0.0007391365,0.0001607185,0.0001758122,0.0002057072,0.0004332264,0.00002907316,0.0002048314],"genre_scores_gemma":[0.4433341,0.5480346,0.003641858,0.001325485,0.0004145264,0.001277475,0.001287744,0.00005041254,0.0006337925],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01697226,"threshold_uncertainty_score":0.07440835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08629098663689538,"score_gpt":0.3571052056841563,"score_spread":0.2708142190472609,"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."}}