{"id":"W2346669858","doi":"10.1097/00042871-200701010-00302","title":"PRACTICAL CHALLENGES OF PERFORMING DIABETES SCREENING IN A REMOTE ABORIGINAL COMMUNITY.","year":2007,"lang":"en","type":"article","venue":"Journal of Investigative Medicine","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":"Diabetes mellitus; Medicine; Gerontology; Optometry; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004799768,0.0001183064,0.0004183631,0.0003692415,0.00006981553,0.000004280453,0.0001507745,0.00008318024,0.00004360655],"category_scores_gemma":[0.002655067,0.00009093209,0.00004772008,0.0003507632,0.0005826748,0.0002757782,0.00002346352,0.0009630888,0.000002371786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007736805,"about_ca_system_score_gemma":0.0001372881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002017847,"about_ca_topic_score_gemma":0.0007522437,"domain_scores_codex":[0.9978072,0.0003468355,0.0009344125,0.00007381575,0.0005962948,0.0002414498],"domain_scores_gemma":[0.997515,0.0008271608,0.0008245931,0.0001282916,0.0004544545,0.0002504742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001186687,0.0005872368,0.7039685,0.00229573,0.0002237019,0.001492484,0.02674964,0.00003663006,0.04591224,0.01613443,0.002324127,0.1990886],"study_design_scores_gemma":[0.002679677,0.001742416,0.9244269,0.004714451,0.00006891203,0.0004992013,0.03384275,0.000472108,0.02592715,0.004379685,0.001109699,0.0001370308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919949,0.001684056,0.001866223,0.001620132,0.0003552646,0.00008522272,0.000001185647,0.000005919359,0.002387138],"genre_scores_gemma":[0.9930416,0.0001996757,0.006044014,0.0003586083,0.0003137386,2.580764e-7,0.000002803873,0.00001117175,0.00002812098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204585,"threshold_uncertainty_score":0.4184195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082779928798861,"score_gpt":0.4111713981396526,"score_spread":0.3028934052597665,"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."}}