{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002671168,0.0002063837,0.0001795742,0.0009461967,0.0003973992,0.0006270285,0.0003763795,0.0002298361,0.001345737],"category_scores_gemma":[0.0005506502,0.000270073,0.0002694239,0.0008653591,0.0004383342,0.000273646,0.0005896383,0.0003275856,0.0001372656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337243,"about_ca_system_score_gemma":0.0005416594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03232083,"about_ca_topic_score_gemma":0.03480318,"domain_scores_codex":[0.9996727,0.00005472547,0.00004010232,0.00006135336,0.00008769233,0.00008346509],"domain_scores_gemma":[0.9995106,0.00006953116,0.0002334024,0.00002165656,0.0000678798,0.00009684105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002174167,0.0000236548,0.9971229,0.0000380942,0.00002003925,0.0001560273,0.000682866,0.0000191923,0.0002835377,0.00001830455,0.0001450849,0.001468434],"study_design_scores_gemma":[0.000001058265,0.00002363726,0.9987485,0.00000875252,0.00000866652,0.0002526941,0.0008376681,0.00001874335,0.00001462284,0.000005467491,0.00007814648,0.000002096894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998806,0.0001516452,0.00002035836,0.00005850218,0.000002249888,0.00001523486,0.0003697235,0.000004241426,0.0005719456],"genre_scores_gemma":[0.999508,0.0001627033,0.00004246033,0.00002247477,0.000003691697,0.00001063726,0.000140676,6.916347e-7,0.0001087157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03232083,"threshold_uncertainty_score":0.06426537,"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."}}