{"id":"W7038467252","doi":"","title":"International education research issues in meeting the oral health needs of geriatrics populations: an introduction","year":2010,"lang":"en","type":"article","venue":"ORCA Online Research @Cardiff","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Geriatric dentistry; Oral health; Session (web analytics); Psychosocial; Health care; Oral health care; Dental research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009349503,0.0001206331,0.000224361,0.001357117,0.0004254666,0.0001528144,0.0005970674,0.0001574768,0.0002412914],"category_scores_gemma":[0.003258161,0.0001038443,0.00006523347,0.002529413,0.0002351093,0.0004571573,0.0002250019,0.001437194,0.00004636172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003827311,"about_ca_system_score_gemma":0.000889375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008827679,"about_ca_topic_score_gemma":0.0181002,"domain_scores_codex":[0.994972,0.001591932,0.000668049,0.0003358391,0.001831562,0.000600615],"domain_scores_gemma":[0.9966928,0.0002319146,0.0001527659,0.0006616439,0.002059344,0.000201527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004378555,0.002648891,0.2147342,0.000432579,0.00003465949,0.000006703556,0.00256532,0.0002186438,0.01191322,0.03963166,0.08085098,0.6465253],"study_design_scores_gemma":[0.001012042,0.0004837556,0.6533217,0.0001467418,0.000009126169,0.0001028292,0.02989421,0.004879886,0.0009915036,0.00784864,0.3010168,0.0002927077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831298,0.0006813133,0.00005248415,0.01037698,0.00356908,0.0007584447,0.00007172349,0.00003950917,0.001320679],"genre_scores_gemma":[0.9904503,0.0005059755,0.001633355,0.00006399379,0.003819213,0.00007271676,0.001236613,0.00003341616,0.002184482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6462326,"threshold_uncertainty_score":0.9998169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1506806973145704,"score_gpt":0.5444014224375615,"score_spread":0.3937207251229911,"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."}}