{"id":"W4243256126","doi":"10.2337/diacare.2951007","title":"Diabetes as a Tracer Condition in International Benchmarking of Health Systems","year":2006,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department for International Development; University of Bristol; Leverhulme Trust","keywords":"Medicine; Diabetes mellitus; Benchmarking; TRACER; Environmental health; Endocrinology","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":[0.08093483,0.0007162017,0.0008045093,0.003649207,0.0007281621,0.003655976,0.00117637,0.001311017,0.001318012],"category_scores_gemma":[0.1951723,0.0002164018,0.0005121683,0.008036761,0.002097017,0.00509445,0.003415823,0.0008519901,0.0001609864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005345816,"about_ca_system_score_gemma":0.002723853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00586612,"about_ca_topic_score_gemma":0.004181404,"domain_scores_codex":[0.8922052,0.09452358,0.002620554,0.00229346,0.006749693,0.001607484],"domain_scores_gemma":[0.9016995,0.06306076,0.01410165,0.008947258,0.01032712,0.001863773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00119575,0.0004415128,0.4733416,0.0009510124,0.0006314061,0.000239028,0.002729987,0.1793154,0.0006968968,0.119873,0.004659719,0.2159248],"study_design_scores_gemma":[0.0004150872,0.003275876,0.2961923,0.002345091,0.000383097,0.0005420933,0.007142136,0.4892726,0.006802782,0.1654763,0.02791426,0.0002383893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8166522,0.009594098,0.134175,0.006022462,0.0003268526,0.000671014,0.001099205,0.0003393672,0.03111979],"genre_scores_gemma":[0.9849703,0.0003309717,0.01402009,0.0001045789,0.00002237426,0.00008705987,0.0002619587,0.00001138158,0.0001910983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08093483,"threshold_uncertainty_score":0.4280294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079884720106643,"score_gpt":0.3761053033925907,"score_spread":0.2681168313819264,"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."}}