{"id":"W2054005582","doi":"10.2337/dc09-0838","title":"Association Between Neighborhood-Level Deprivation and Disability in a Community Sample of People With Diabetes","year":2009,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Education","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Université de Montréal; Centre Hospitalier de l’Université de Montréal; University of Calgary; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Socioeconomic status; Medicine; Gerontology; Social deprivation; Disadvantaged; Diabetes mellitus; Type 2 diabetes; Demography; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004248612,0.0001281319,0.0003422845,0.00009183653,0.0000685163,0.00002266536,0.0000747563,0.0000888194,0.00001369608],"category_scores_gemma":[0.0005799764,0.0001169408,0.0000372245,0.0003837153,0.00003929439,0.0001800643,0.00003225212,0.0002145737,0.000002409911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136829,"about_ca_system_score_gemma":0.0000242757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009580798,"about_ca_topic_score_gemma":0.000195559,"domain_scores_codex":[0.9990013,0.0001198466,0.0002443726,0.0001602472,0.0002200311,0.0002541536],"domain_scores_gemma":[0.9988577,0.0004963962,0.0001478932,0.0002896361,0.000144431,0.0000639584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008446296,0.0001684585,0.972656,0.000309024,0.00004932362,2.728653e-8,0.002715618,0.00000259617,0.0002145746,0.00003020275,0.00005683582,0.02378891],"study_design_scores_gemma":[0.0008176385,0.0004173666,0.9937139,0.0001608991,0.0001637485,7.582432e-9,0.002104692,0.0000701177,0.001538872,0.0008611607,0.00003644998,0.0001151761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980407,0.00008287005,0.00001357992,0.0008414633,0.0000280982,0.0004195948,0.00006649922,0.00003428192,0.0004729611],"genre_scores_gemma":[0.9985391,0.000005499798,0.0004284222,0.0001700006,0.00005023407,0.00002291418,0.0007609187,0.00001038229,0.00001249055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02367373,"threshold_uncertainty_score":0.4768709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775900741713655,"score_gpt":0.2570977255555848,"score_spread":0.2393387181384483,"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."}}