{"id":"W4407011478","doi":"10.1002/9781394182176.ch21","title":"Oral Healthcare for Frail Elders in Low‐Income Communities","year":2025,"lang":"en","type":"other","venue":"","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Low income; Gerontology; Health care; Geography; Business; Medicine; Socioeconomics; Sociology; Economic growth; Economics","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":[0.0003684342,0.0001734333,0.0001515243,0.0004234421,0.002009907,0.0007574275,0.0002799925,0.0006916136,0.01810209],"category_scores_gemma":[0.0008131298,0.00006963384,0.0002191734,0.0004455237,0.0002943422,0.0006992935,0.002573519,0.0005607505,0.001888908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006546139,"about_ca_system_score_gemma":0.003331929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01547657,"about_ca_topic_score_gemma":0.07478055,"domain_scores_codex":[0.999799,0.00003992657,0.00001025282,0.000009565139,0.00003900376,0.0001023647],"domain_scores_gemma":[0.9997037,0.00002402649,0.00003456132,0.000006729249,0.00004427506,0.0001866643],"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":[0.0000853672,0.0006894686,0.06198898,0.001190552,0.00001508534,0.001262655,0.006757006,0.0001626995,0.0009311094,0.008648035,0.220888,0.6973811],"study_design_scores_gemma":[0.00006126759,0.000685892,0.2187097,0.005208607,0.00003506932,0.003114077,0.03852615,0.000294664,0.0003500565,0.007269229,0.7257129,0.00003236346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3862644,0.03996377,0.0007639814,0.04959273,0.001457712,0.0003083964,0.001195054,0.0001063004,0.5203476],"genre_scores_gemma":[0.7239813,0.06928179,0.005566622,0.01771492,0.0005920997,0.0003627637,0.001394394,0.00003640364,0.1810697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01810209,"threshold_uncertainty_score":0.06055748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056916004639159,"score_gpt":0.3544605924589339,"score_spread":0.3238914324125423,"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."}}