{"id":"W4400795076","doi":"10.3389/froh.2024.1431726","title":"Assessing the impact of oral health disease on quality of life in Ecuador: a mixed-methods study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Oral Health","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Inter-American Development Bank","keywords":"Medicine; Quality of life (healthcare); Oral hygiene; Oral health; Psychological intervention; Gerontology; Family medicine; Disease; Environmental health; Dentistry; Nursing; Internal medicine","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":[0.006000506,0.0007854204,0.0008891404,0.001528241,0.00105478,0.001333209,0.0009349367,0.0006902425,0.002103311],"category_scores_gemma":[0.005745093,0.0005387851,0.001341548,0.001366799,0.0004200205,0.0008163611,0.001161757,0.0005186848,0.0001842829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248194,"about_ca_system_score_gemma":0.0009240421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008362775,"about_ca_topic_score_gemma":0.01240396,"domain_scores_codex":[0.9973126,0.001581634,0.0003684576,0.0002706275,0.0002249442,0.0002416897],"domain_scores_gemma":[0.9976037,0.001040859,0.0006851033,0.0001661846,0.0003735439,0.0001306185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001952933,0.006204989,0.9057831,0.001836368,0.001722313,0.001160182,0.02004451,0.0001864116,0.0007842835,0.0003905612,0.00113678,0.05879754],"study_design_scores_gemma":[0.0006783797,0.006332324,0.9312372,0.001512766,0.001663899,0.0006133254,0.05201135,0.001427843,0.0005167412,0.0003204944,0.003610462,0.00007514594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971095,0.001180508,0.0003522327,0.0001084013,0.00001239448,0.0006037698,0.000225865,0.000002952771,0.0004044463],"genre_scores_gemma":[0.9931505,0.001036763,0.00174794,0.0002961684,0.00003038693,0.002970343,0.0003241146,0.000003351409,0.0004402692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008362775,"threshold_uncertainty_score":0.03173405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08235745403795129,"score_gpt":0.5240852235371327,"score_spread":0.4417277694991814,"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."}}