{"id":"W4317851356","doi":"10.1371/journal.pgph.0001442","title":"Effects of social determinants of health on obesity among urban women of reproductive age","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Obesity; Logistic regression; Demography; Body mass index; Public health; Confidence interval; Medicine; Developing country; Geography; Environmental health; Sociology; Economics; 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":[0.001677154,0.000232163,0.001556368,0.0001767346,0.0001166312,0.000007042828,0.0002181483,0.0001161899,0.00001137808],"category_scores_gemma":[0.001260345,0.000216441,0.0001670767,0.001151208,0.0003318745,0.000151696,0.000190206,0.0002667821,0.00001615721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066953,"about_ca_system_score_gemma":0.001036518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351075,"about_ca_topic_score_gemma":0.00009198814,"domain_scores_codex":[0.9961883,0.0006270766,0.0008022418,0.0005613439,0.0009292037,0.0008918667],"domain_scores_gemma":[0.9976313,0.0002163375,0.0009042241,0.0005151291,0.0002501029,0.0004829291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001675326,0.02437123,0.9417694,0.01113214,0.0002448138,0.00002930436,0.006022385,7.262774e-7,0.0003392291,0.002279221,0.004407001,0.009236978],"study_design_scores_gemma":[0.001089129,0.002838623,0.9920164,0.0002982392,0.00001876958,0.000001159087,0.0003092172,0.00003679392,0.002286972,0.0009067362,0.00008501436,0.0001129483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952106,0.00004612287,0.000002131851,0.002460105,0.0001434883,0.001228831,0.0001271196,0.0001133426,0.0006681877],"genre_scores_gemma":[0.9992305,0.00002463902,0.0000305724,0.0003446651,0.0002078938,0.00003251499,0.000025549,0.00002402337,0.00007965558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05024696,"threshold_uncertainty_score":0.8826209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905271631678972,"score_gpt":0.3278954751098317,"score_spread":0.288842758793042,"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."}}