{"id":"W2122547231","doi":"10.1186/1472-6963-12-43","title":"Is the health of people living in rural areas different from those in cities? Evidence from routine data linked with the Scottish Health Survey","year":2012,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control","funders":"University of Essex","keywords":"Rurality; Medicine; Residence; Public health; Rural area; Social class; Environmental health; Community health; Gerontology; Self-rated health; Demography; Nursing","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":[0.01172443,0.0003220764,0.000662921,0.002711974,0.0005312587,0.001394392,0.001349698,0.0008380437,0.002073627],"category_scores_gemma":[0.03752584,0.0003347005,0.001311218,0.005079374,0.001489283,0.0009859913,0.001712492,0.0006625856,0.0002077892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000716277,"about_ca_system_score_gemma":0.001098945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05904055,"about_ca_topic_score_gemma":0.0538219,"domain_scores_codex":[0.9901428,0.005492206,0.0009749978,0.001213983,0.001574935,0.0006011234],"domain_scores_gemma":[0.942427,0.02620079,0.02168601,0.003662711,0.004478771,0.001544613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003806368,0.00003470398,0.9834151,0.0007555302,0.001103872,0.0001251662,0.0009143425,0.00006407697,0.00006756469,0.0001581807,0.0006173522,0.01236362],"study_design_scores_gemma":[0.00002601961,0.0001192401,0.9974223,0.0002788792,0.0004430798,0.00006729762,0.0006002678,0.0000582843,0.00002018559,0.00009182174,0.0008625596,0.00001016933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742352,0.016336,0.0003910517,0.002383332,0.00009374274,0.00003670312,0.003550389,0.000008045768,0.002965611],"genre_scores_gemma":[0.9949782,0.003161212,0.0001687953,0.0004854799,0.00007537677,0.00001493296,0.001052352,0.00000277964,0.00006092785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05904055,"threshold_uncertainty_score":0.1173938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583166573026273,"score_gpt":0.3975834591618845,"score_spread":0.2392668018592572,"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."}}