{"id":"W4385412088","doi":"10.1136/bmjph-2023-000149","title":"Is a sedentary lifestyle a leading causal factor of obesity and distress in type 2 diabetes? A cross-sectional study in low-socioeconomic areas of Karachi, Pakistan","year":2023,"lang":"en","type":"article","venue":"BMJ Public Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Obesity; Medicine; Socioeconomic status; Sedentary lifestyle; Cross-sectional study; Diabetes mellitus; Body mass index; Population; Gerontology; Type 2 diabetes; Ethnic group; Demography; Environmental health; Internal medicine; Endocrinology","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":[0.001183651,0.0001190382,0.0006414405,0.0002779561,0.00006215491,0.00001827351,0.00007160834,0.00007525086,0.00005251604],"category_scores_gemma":[0.0001511314,0.0001172025,0.0000458715,0.0004289691,0.00009276159,0.0001797941,0.00007416454,0.0003245526,0.00001100046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000403208,"about_ca_system_score_gemma":0.0009499276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005256258,"about_ca_topic_score_gemma":0.003828693,"domain_scores_codex":[0.9981917,0.000190972,0.0006574326,0.0003040512,0.0002344231,0.0004213895],"domain_scores_gemma":[0.9989684,0.0002811175,0.0002351822,0.0001907864,0.0000548635,0.000269673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009861092,0.001974164,0.993036,0.0009732241,0.00002768007,0.000008269955,0.003110543,0.000002314723,0.00005417412,0.00005095016,0.00006838701,0.0005957222],"study_design_scores_gemma":[0.001621287,0.0007884415,0.9961966,0.0001246308,0.000002687488,0.000002159578,0.0005675185,0.0004970583,0.00001972734,0.00007831548,0.00002365045,0.00007797081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968919,0.00004105023,0.000001667197,0.001875976,0.00008468586,0.0008614361,0.0001791722,0.00002428736,0.00003988533],"genre_scores_gemma":[0.999407,0.00002899608,0.000007522269,0.000336162,0.00007733265,0.00002687453,0.00006022577,0.00001282853,0.00004308748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003160592,"threshold_uncertainty_score":0.7945926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08541729564080791,"score_gpt":0.4241252827085349,"score_spread":0.338707987067727,"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."}}