{"id":"W4409964910","doi":"10.1111/cdoe.13041","title":"Development and Content Validity of the International Association for Disability and Oral Health Universal Case Mix Tool: A Consensus Study","year":2025,"lang":"en","type":"article","venue":"Community Dentistry And Oral Epidemiology","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade de Santiago de Compostela; Schulich School of Medicine and Dentistry; Universidad de Chile; Thammasat University; Medizinische Universität Wien; Universidad de Valparaíso; Universiteit Gent; Universität Wien; University of Adelaide; Irish Research eLibrary; University of Sydney; Schulich School of Medicine and Dentistry, Western University; Seoul National University; University of Otago; Trinity College Dublin; King's College London; Kementerian Kesihatan Malaysia; South Carolina Department of Agriculture; Uniformed Services University of the Health Sciences; East Carolina University; University of South Carolina; University of Pennsylvania","keywords":"CLARITY; Medicine; Delphi method; Content validity; Population; Clinical psychology; Psychometrics; Artificial intelligence; Computer science; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00451359,0.0001167619,0.0003948256,0.00002796939,0.0006262997,0.00001997291,0.0001463213,0.0001232556,0.000005514392],"category_scores_gemma":[0.003626763,0.00009979365,0.00004402846,0.00007910755,0.0002763077,0.00005119108,0.0003864953,0.0002942975,3.841506e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242131,"about_ca_system_score_gemma":0.0001017721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00377448,"about_ca_topic_score_gemma":0.04035883,"domain_scores_codex":[0.9963625,0.002581991,0.0005888827,0.0001861846,0.00008403047,0.0001964091],"domain_scores_gemma":[0.9958737,0.003338223,0.0003439822,0.0002314859,0.0001389368,0.00007367438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000143708,0.0002694258,0.9860718,0.0002267618,0.00007193201,0.00001129129,0.0003177583,0.000001089334,0.000007995885,0.001417932,0.001297184,0.0101631],"study_design_scores_gemma":[0.001520684,0.0001187141,0.9876879,0.00004003181,0.00004595516,0.0002686938,0.007352734,0.0002664163,0.000032368,0.0009025125,0.001689001,0.00007502249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969842,0.0001861837,0.0004344567,0.0007383724,0.0008927917,0.0005803174,0.0001308401,0.00001603678,0.00003681185],"genre_scores_gemma":[0.9981772,0.0000222196,0.000608558,0.000674486,0.00001182477,0.00001798785,0.00006575094,0.000003827942,0.0004181868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03658435,"threshold_uncertainty_score":0.9771521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.23248035475839,"score_gpt":0.4269079468461432,"score_spread":0.1944275920877533,"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."}}