{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4340678,0.0009651383,0.003173657,0.01782216,0.003639592,0.006429793,0.005748145,0.003088872,0.002724705],"category_scores_gemma":[0.5345773,0.001516375,0.003700319,0.008264071,0.005276774,0.007537886,0.01476499,0.003463891,0.0007679321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01299849,"about_ca_system_score_gemma":0.04397943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966729,"about_ca_topic_score_gemma":0.002751836,"domain_scores_codex":[0.6501076,0.1966143,0.06663939,0.009819332,0.07126562,0.00555366],"domain_scores_gemma":[0.4232532,0.2843757,0.0289013,0.02552326,0.2308598,0.007086767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001192067,0.001721142,0.1126184,0.02217532,0.001127559,0.001305455,0.2344755,0.003565983,0.006464968,0.02431331,0.01544928,0.5755911],"study_design_scores_gemma":[0.004106167,0.005361106,0.2175761,0.07813429,0.002858013,0.004526772,0.3215097,0.06323515,0.01966333,0.07493433,0.2063621,0.001733021],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5920455,0.004846025,0.2188098,0.01166504,0.00185455,0.1402501,0.002237441,0.0005496806,0.02774179],"genre_scores_gemma":[0.545886,0.001647401,0.2811552,0.001560978,0.000190393,0.1661109,0.001850289,0.0002172524,0.001381595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4340678,"threshold_uncertainty_score":0.6978952,"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."}}