{"id":"W1993669290","doi":"10.1371/journal.pone.0122314","title":"Association of Household and Community Socioeconomic Position and Urbanicity with Underweight and Overweight among Women in Pakistan","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; University of British Columbia; BC Centre for Disease Control; Health Sciences Centre","funders":"","keywords":"Underweight; Overweight; Body mass index; Obesity; Socioeconomic status; Demography; Medicine; Environmental health; Cross-sectional study; Household income; Gerontology; Population; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004986849,0.0001254769,0.0001397927,0.0005702358,0.0004450589,0.000418737,0.0001852072,0.0001463126,0.001446214],"category_scores_gemma":[0.001331801,0.0001389536,0.0001527308,0.0008494055,0.0003797906,0.0002637058,0.0004835733,0.0002715445,0.0001135544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534974,"about_ca_system_score_gemma":0.0003795589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502591,"about_ca_topic_score_gemma":0.01991661,"domain_scores_codex":[0.9997345,0.00007655082,0.00002946448,0.00004521239,0.00005474467,0.00005960294],"domain_scores_gemma":[0.9990656,0.0001776792,0.0004524869,0.00003957525,0.00009385646,0.0001708521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001927389,0.000006080416,0.9993095,0.00000364861,0.000007493526,0.00002514616,0.00008788163,0.00001238672,0.00002824157,0.00001060618,0.00003192791,0.0004577701],"study_design_scores_gemma":[0.000001065884,0.00002697078,0.9992977,0.000005127454,0.000004313819,0.00008123503,0.0004221755,0.00004417717,0.00001414406,0.00001326908,0.00008864201,0.000001167866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993767,0.00006932117,0.00002940931,0.00003963661,0.000001962152,0.000005084384,0.0001849487,6.468404e-7,0.0002923224],"genre_scores_gemma":[0.9997783,0.00005337517,0.00002480749,0.000007488124,0.000002343758,0.000003530174,0.00008212609,2.846678e-7,0.00004773017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502591,"threshold_uncertainty_score":0.02987689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328852006638138,"score_gpt":0.2380900183004815,"score_spread":0.2052048176366676,"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."}}