{"id":"W2030499536","doi":"10.1186/1475-2840-6-11","title":"Clinical and medication profiles stratified by household income in patients referred for diabetes care","year":2007,"lang":"en","type":"article","venue":"Cardiovascular Diabetology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Alberta Health; University of Calgary","funders":"","keywords":"Medicine; Diabetes mellitus; Referral; Demography; Household income; Multivariate analysis; Internal medicine; Family medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002902478,0.000348243,0.001774176,0.0002831663,0.00009687911,0.00002387463,0.000181348,0.0006222129,0.000005267545],"category_scores_gemma":[0.0009369353,0.0003286905,0.001114091,0.0002641432,0.000432411,0.0001205578,0.00008382596,0.0004307839,0.00001152108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024035,"about_ca_system_score_gemma":0.0001008045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001148222,"about_ca_topic_score_gemma":0.00009220113,"domain_scores_codex":[0.9965508,0.0003140265,0.0009116021,0.0008872579,0.0005523438,0.0007839931],"domain_scores_gemma":[0.9979103,0.0003169506,0.0001382025,0.001023242,0.0002641988,0.0003471498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001070874,0.0001470386,0.6852983,0.0003809694,0.001572834,0.00001002692,0.0001093441,0.00000365617,0.00003492205,0.00001789608,0.0004499588,0.311868],"study_design_scores_gemma":[0.009061988,0.0004762515,0.9589133,0.0001202861,0.0009468562,0.000003675774,0.0001732625,0.00001765155,0.001657869,0.00006876202,0.02821522,0.0003448429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764618,0.01944443,0.0006052249,0.00008583521,0.0006775969,0.002194336,0.0001176123,0.0001131513,0.0003000172],"genre_scores_gemma":[0.9967633,0.0003926367,0.00109974,0.0002156578,0.0003806232,0.0002977139,0.0007583272,0.00007903692,0.00001299128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3115231,"threshold_uncertainty_score":0.9999165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784643212932979,"score_gpt":0.2739261431782464,"score_spread":0.2560797110489166,"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."}}