{"id":"W2183308260","doi":"","title":"Health transition in Iran toward chronic diseases based on results of Global Burden of Disease 2010.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Care Issues","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Life expectancy; Medicine; Mortality rate; Disease; Demography; Population; Years of potential life lost; Epidemiological transition; Injury prevention; Burden of disease; Diabetes mellitus; Poison control; Gerontology; Environmental health; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001230727,0.0001851542,0.0005595691,0.0001156736,0.0001078135,0.000002658205,0.0002188859,0.0001277913,0.00002526716],"category_scores_gemma":[0.0008108084,0.0001731773,0.0001076143,0.0004250951,0.00009219733,0.0000772395,0.00003145204,0.0002438177,0.00003043378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176625,"about_ca_system_score_gemma":0.0007391524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009075241,"about_ca_topic_score_gemma":0.00212309,"domain_scores_codex":[0.9959597,0.00119562,0.001093117,0.0003777871,0.0005195871,0.0008541611],"domain_scores_gemma":[0.9977643,0.0004380743,0.0004750498,0.0005247479,0.0001210755,0.0006766869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04495144,0.003530395,0.3861116,0.04263164,0.00009589229,0.00003527388,0.01018784,0.02322843,0.00001157562,0.00729759,0.1484052,0.3335131],"study_design_scores_gemma":[0.004231564,0.0002715372,0.9887479,0.0007840495,0.00002017462,6.022901e-8,0.0002192596,0.00226131,0.000003921635,0.0004770696,0.002856373,0.0001267751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8914254,0.002500164,0.0004444956,0.08361952,0.002427682,0.008532121,0.005660933,0.000246681,0.005142995],"genre_scores_gemma":[0.9973217,0.0000612498,0.00004731949,0.001310761,0.0003232674,0.0006956877,0.0001746949,0.00001763559,0.00004769577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6026363,"threshold_uncertainty_score":0.9975234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0517860234473267,"score_gpt":0.3749483290437958,"score_spread":0.3231623055964691,"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."}}