{"id":"W2069717999","doi":"10.1155/2011/686430","title":"Obesity in Arabic-Speaking Countries","year":2011,"lang":"en","type":"article","venue":"Journal of Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obesity; Medicine; Arabic; Socioeconomic status; Demography; Incidence (geometry); Developing country; Developed country; Environmental health; Gerontology; Population; Internal medicine; Economic growth","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":[0.0007592859,0.0001894919,0.0006800032,0.0002178656,0.00006750492,0.00001969366,0.000216936,0.0001199326,0.0002704103],"category_scores_gemma":[0.000250521,0.0001521119,0.0002414724,0.0002546899,0.0001238731,0.0005452924,0.00009640292,0.0007168542,0.00007546982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446891,"about_ca_system_score_gemma":0.0001603045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002018557,"about_ca_topic_score_gemma":0.0001413727,"domain_scores_codex":[0.9983036,0.0001043702,0.0005300441,0.0001794233,0.0005556791,0.0003268959],"domain_scores_gemma":[0.998603,0.0001109649,0.0004193719,0.0002605301,0.0003711551,0.0002349272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002307257,0.007033701,0.9892257,0.00009669631,0.00006306011,0.0005878062,0.0007839995,0.000001631066,0.0004236281,0.001013246,0.0002513701,0.0002884618],"study_design_scores_gemma":[0.001672173,0.0005113352,0.9851056,0.0002266952,0.0001088398,0.0002523013,0.0001139786,0.00002296207,0.007818633,0.003423698,0.0006002313,0.0001435951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927634,0.0001644054,0.00008073651,0.0002036315,0.0003009127,0.0001586316,0.000002394808,0.00002169342,0.006304168],"genre_scores_gemma":[0.9981405,0.00006788551,0.001055429,0.0002344062,0.0003870749,9.372171e-7,5.926278e-7,0.00001769833,0.00009547474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007395004,"threshold_uncertainty_score":0.6202945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142650299101756,"score_gpt":0.2727892395965484,"score_spread":0.2413627366055309,"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."}}