{"id":"W2158083864","doi":"10.1159/000346325","title":"Diagnosis and Treatment of Obesity among Mexican Adults","year":2012,"lang":"en","type":"article","venue":"Obesity Facts","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obesity; Socioeconomic status; Weight loss; Demography; Gerontology; Internal medicine; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000635757,0.0002104755,0.0004783557,0.00009634214,0.0008909224,0.000007009901,0.0001061213,0.0002870101,0.001082209],"category_scores_gemma":[0.0002376861,0.0001777554,0.00007075782,0.0001400649,0.0001242411,0.0006070037,0.00009705135,0.0002996789,0.0004984706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811034,"about_ca_system_score_gemma":0.0001244304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009351357,"about_ca_topic_score_gemma":0.006627482,"domain_scores_codex":[0.9976856,0.0006051903,0.0004533289,0.0002562867,0.0002387247,0.0007608285],"domain_scores_gemma":[0.997362,0.001219056,0.0004197272,0.0003443959,0.0001070518,0.0005477514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006903993,0.001214762,0.9801276,0.0005379374,0.00003332257,0.000002236493,0.01138424,1.785874e-7,0.00001010641,0.0004014743,0.0009260607,0.005293093],"study_design_scores_gemma":[0.0009270597,0.0002537788,0.9708953,0.0002776005,0.00007500032,7.849808e-7,0.002003885,0.000006161968,0.0005115173,0.00006394938,0.02482848,0.0001564699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901944,0.001341291,0.000007398468,0.0005716076,0.0004597747,0.0009990833,0.00004578313,0.00007428207,0.006306406],"genre_scores_gemma":[0.9936482,0.004206784,0.0002845663,0.0002723235,0.0003420622,0.0001209984,0.00001588316,0.0000175427,0.001091657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02390242,"threshold_uncertainty_score":0.999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07769343454679523,"score_gpt":0.4087838379987852,"score_spread":0.33109040345199,"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."}}