{"id":"W4407909737","doi":"10.1136/egastro-2024-100140","title":"Periodontal disease and cirrhosis: current concepts and future prospects","year":2025,"lang":"en","type":"review","venue":"eGastroenterology","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; London Health Sciences Centre; Western University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico","keywords":"Medicine; Cirrhosis; Chronic liver disease; Disease; Liver disease; Population; Diabetes mellitus; Internal medicine; Gastroenterology; Environmental health; Endocrinology","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":[0.001287068,0.0008326406,0.001607406,0.003093857,0.0004837935,0.002120201,0.0009707684,0.001659202,0.006405399],"category_scores_gemma":[0.00218706,0.0003567031,0.0008668896,0.003153086,0.0008905394,0.002758251,0.001078657,0.002343215,0.001453481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009413339,"about_ca_system_score_gemma":0.002852161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001599781,"about_ca_topic_score_gemma":0.002947435,"domain_scores_codex":[0.9996136,0.00008188321,0.00007832464,0.00006427,0.00011954,0.00004248624],"domain_scores_gemma":[0.9983919,0.001018179,0.000190989,0.00003125155,0.000274605,0.00009305076],"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":[0.0001093244,0.00007403084,0.0003161522,0.03778429,0.0001114858,0.0003203628,0.0002088422,0.0003012911,0.0005866375,0.006646643,0.0337352,0.9198057],"study_design_scores_gemma":[0.00001783594,0.0001171985,0.001199909,0.02189531,0.0002234523,0.002119423,0.000339973,0.0001077622,0.0001361534,0.006303946,0.9675048,0.00003408613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000412261,0.9989385,0.00003643217,0.0004888016,0.0001812933,0.000001576925,0.000005959858,0.000003046373,0.0003032391],"genre_scores_gemma":[0.0003676096,0.998895,0.00007936747,0.0002385414,0.0002436263,0.000002750251,0.000009193122,7.723072e-7,0.0001631996],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006405399,"threshold_uncertainty_score":0.02142823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957762064574138,"score_gpt":0.3620390894713374,"score_spread":0.342461468825596,"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."}}