{"id":"W4205746359","doi":"10.1002/cre2.526","title":"Periodontal disease prevalence, extent, and risk associations in untreated individuals","year":2022,"lang":"en","type":"article","venue":"Clinical and Experimental Dental Research","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Saudi Arabian Cultural Bureau","keywords":"Periodontology; Periodontitis; Medicine; Odds ratio; Dentistry; Internal medicine; Clinical attachment loss; Logistic regression; Aggressive periodontitis; Confounding; Disease; Demography","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":[0.0006289659,0.0001930123,0.0002317187,0.0006603206,0.0003528378,0.0004252487,0.0001760941,0.0003890275,0.001301759],"category_scores_gemma":[0.001742384,0.0002485164,0.0001662934,0.0005553177,0.0002458871,0.0002646884,0.0003589179,0.0004257764,0.0001212145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432375,"about_ca_system_score_gemma":0.0002208273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003841546,"about_ca_topic_score_gemma":0.005543812,"domain_scores_codex":[0.9995345,0.0001451883,0.00004618294,0.000096779,0.0001192179,0.00005808488],"domain_scores_gemma":[0.9988979,0.0002072599,0.0006123173,0.00005469114,0.00008404505,0.000143793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001631356,0.00009370618,0.9967926,0.00001835745,0.00003078046,0.00006701019,0.00009711033,0.00001612463,0.0003100719,0.00001509594,0.00004798218,0.002348091],"study_design_scores_gemma":[0.000004731301,0.00008245041,0.99939,0.000007447307,0.00001575821,0.0001974547,0.0001429179,0.00004844934,0.0000280143,0.00001495809,0.00006592731,0.000001893837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987519,0.0006685071,0.00005073973,0.0000329283,0.000002601785,0.000007211498,0.0001125794,0.000001614865,0.0003718007],"genre_scores_gemma":[0.9993563,0.0002777787,0.0001022443,0.00001451247,0.0000112591,0.000007011604,0.000105522,6.434445e-7,0.0001245853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003841546,"threshold_uncertainty_score":0.007638395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09711027305046539,"score_gpt":0.4612433400628461,"score_spread":0.3641330670123807,"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."}}