{"id":"W2172686657","doi":"10.1186/s12940-015-0075-y","title":"Urban-rural differences in daily time-activity patterns, occupational activity and housing characteristics","year":2015,"lang":"en","type":"article","venue":"Environmental Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Health Canada","funders":"Health Canada","keywords":"Socioeconomic status; Demography; Logistic regression; Rurality; Medicine; Rural area; Geography; Environmental health; Gerontology; Socioeconomics; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006544456,0.0001150412,0.0002436019,0.00004099506,0.0003478995,0.0000467658,0.00008074254,0.00007073426,0.0001024003],"category_scores_gemma":[0.00003848689,0.0001152548,0.00002143836,0.00004973456,0.0001663208,0.000281256,0.00005847265,0.0001666051,0.00002740617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007187176,"about_ca_system_score_gemma":0.0002747505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02488011,"about_ca_topic_score_gemma":0.003979387,"domain_scores_codex":[0.9984606,0.0003426906,0.0001799129,0.0001894871,0.0003695513,0.0004577633],"domain_scores_gemma":[0.9992691,0.0001182241,0.0001228146,0.00008850121,0.000002857651,0.0003984824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003993925,0.0001000385,0.980647,0.00002894066,0.000001909972,0.000001938761,0.003681935,1.417225e-7,0.000008969727,0.00005715623,0.0002768738,0.01515519],"study_design_scores_gemma":[0.0002746538,0.00005652058,0.9964686,0.00003476817,0.000001376195,5.669635e-7,0.001701026,0.0001273535,0.00000407461,0.00002311581,0.001195276,0.0001126857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963327,0.0001368978,0.00004674981,0.002703219,0.0002151616,0.0002378134,0.0001149794,0.00002267497,0.0001897728],"genre_scores_gemma":[0.9981,0.000408606,0.00005282812,0.0009426019,0.0001727664,0.000009145299,0.00001765684,0.000008560655,0.0002877942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02090072,"threshold_uncertainty_score":0.9816133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04715334992224766,"score_gpt":0.3233235120251856,"score_spread":0.2761701621029379,"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."}}