{"id":"W582576088","doi":"","title":"The Effect of Income on Obesity among Canadian Adults","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Obesity; Body mass index; Demography; Unemployment; Household income; Behavioral Risk Factor Surveillance System; Neighbourhood (mathematics); Medicine; Income distribution; Demographic economics; Economics; Environmental health; Endocrinology; Geography; Inequality; Population; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009795676,0.0003202891,0.0003935382,0.001199528,0.001664381,0.001118203,0.0008863165,0.0003619624,0.004663513],"category_scores_gemma":[0.006511931,0.000170235,0.0007552411,0.002484555,0.0007545642,0.0002949959,0.000954517,0.0007016583,0.0002348627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02105014,"about_ca_system_score_gemma":0.02084393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942712,"about_ca_topic_score_gemma":0.9937318,"domain_scores_codex":[0.9990459,0.000106386,0.00003003509,0.0001112382,0.0003774421,0.0003290699],"domain_scores_gemma":[0.9978915,0.0004021178,0.0004788193,0.0001103647,0.000705597,0.0004117007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001655052,0.00004101606,0.9818641,0.00004426747,0.0001199238,0.0001149098,0.0004210289,0.0005364122,0.0001006887,0.001280245,0.003544692,0.01176721],"study_design_scores_gemma":[0.000006155603,0.000007349882,0.9981195,0.00002450253,0.0000341719,0.00001938313,0.0002818655,0.0003405002,0.0000309333,0.0001264535,0.001002559,0.000006551094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972829,0.002256725,0.000220306,0.002877082,0.00004918096,0.00003096877,0.009335416,0.00002503869,0.0123764],"genre_scores_gemma":[0.9947833,0.001103226,0.0001642534,0.0001367929,0.00001505641,0.000006914349,0.001937386,0.000007161585,0.001845945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02105014,"threshold_uncertainty_score":0.1527302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125333772626727,"score_gpt":0.2901932932029511,"score_spread":0.2789399554766838,"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."}}