{"id":"W4256405105","doi":"10.2337/figshare.12385550.v1","title":"Universal drug coverage and socioeconomic disparities in health care costs among persons with diabetes","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Medicine; Demography; Diabetes mellitus; Comorbidity; Health care; Gerontology; Environmental health; Population; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003693087,0.0001218509,0.0001998646,0.0006703633,0.0008955619,0.0005664155,0.0003895058,0.0002168467,0.002473182],"category_scores_gemma":[0.002336189,0.0001184578,0.0005096236,0.001629888,0.0002701614,0.0002671612,0.0007007451,0.0004307771,0.00009297528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007935606,"about_ca_system_score_gemma":0.008606425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9481302,"about_ca_topic_score_gemma":0.9691448,"domain_scores_codex":[0.9995444,0.00003745325,0.00003312439,0.00005126635,0.0001286171,0.0002050855],"domain_scores_gemma":[0.9992071,0.00005448189,0.0002728153,0.00003033734,0.0002010057,0.0002343907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005192715,0.00002393174,0.9917672,0.00002667755,0.0000553488,0.00003120989,0.0001361223,0.00008698915,0.00003563344,0.0002000553,0.001783972,0.005801025],"study_design_scores_gemma":[0.000004374331,0.000005243033,0.9991127,0.00002694175,0.00002027541,0.00001267008,0.00013358,0.0001090825,0.00001192637,0.00003402387,0.0005269074,0.000002298216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852759,0.001270949,0.00007130949,0.00189909,0.00002284526,0.00002342329,0.006260537,0.000007305553,0.005168717],"genre_scores_gemma":[0.9976467,0.0003950758,0.00006626608,0.0001450374,0.0000101521,0.000007972746,0.001452609,0.000001663435,0.0002744482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9481302,"threshold_uncertainty_score":0.1043504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233483098424454,"score_gpt":0.2791763812385002,"score_spread":0.2668415502542557,"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."}}