{"id":"W3033443638","doi":"10.1177/2380084420932163","title":"Prevalence, Extent, and Severity of Oral Health Impacts Among Adults in Rural Karnataka, India","year":2020,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Quality of life (healthcare); Oral health; Psychosocial; Cross-sectional study; Environmental health; Rural area; Dentition; Socioeconomic status; Demography; Gerontology; Dentistry; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002987965,0.0001145953,0.0003336752,0.0001310966,0.00009740369,0.00003302797,0.0002217751,0.0001900144,0.0002765433],"category_scores_gemma":[0.001177051,0.0001114435,0.00009712046,0.0006435669,0.0003423517,0.0002861953,0.00006437387,0.0008570692,0.00005100762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004445188,"about_ca_system_score_gemma":0.000450658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139165,"about_ca_topic_score_gemma":0.003114667,"domain_scores_codex":[0.9960839,0.0008484037,0.001050549,0.0003790514,0.001171109,0.0004669499],"domain_scores_gemma":[0.9978274,0.0009891146,0.0001426261,0.0001552981,0.0002514202,0.000634219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001005803,0.0002006728,0.9502992,0.0007769788,0.000008900131,0.00001564931,0.0003548792,0.000004718172,0.00000516749,0.0002563861,0.0007285521,0.0463431],"study_design_scores_gemma":[0.00198416,0.0004274817,0.9939896,0.00026589,0.000003450472,0.000003799001,0.0001761253,0.002301624,0.000008458995,0.000582465,0.0001726269,0.00008434225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965848,0.0009032207,0.00006357404,0.0009742042,0.0001267227,0.0006713799,0.0001942273,0.00001990493,0.0004620061],"genre_scores_gemma":[0.9983306,0.0007325578,0.0002039431,0.0004077335,0.0001068319,0.00001504602,0.0001124816,0.00001426378,0.0000765639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04625876,"threshold_uncertainty_score":0.4544533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608115059656945,"score_gpt":0.5113226169077552,"score_spread":0.3505111109420606,"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."}}