{"id":"W2910844003","doi":"10.1289/isee.2011.01427","title":"HEALTH IMPACTS OF THE BUILT ENVIRONMENT: PHYSICAL INACTIVITY, EXPOSURE TO AIR POLLUTION, AND ISCHEMIC HEART DISEASE","year":2011,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Walkability; Environmental health; Air pollution; Public health; Built environment; Medicine; Population; Geography; Physical activity; Engineering; Physical therapy","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":[0.0007641048,0.0004524064,0.0002476004,0.0008872924,0.0003346159,0.0008663925,0.00040332,0.0004772894,0.002099745],"category_scores_gemma":[0.001887319,0.0001774989,0.001048879,0.001116214,0.0006447647,0.0003823779,0.001164924,0.0006169431,0.0001784715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007216938,"about_ca_system_score_gemma":0.0008574071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03422275,"about_ca_topic_score_gemma":0.03666167,"domain_scores_codex":[0.9993417,0.0003015451,0.00003797756,0.0001263229,0.0001157709,0.00007659454],"domain_scores_gemma":[0.9988196,0.0003091822,0.0004077241,0.00008992714,0.0001932924,0.0001802258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001232734,0.0001380094,0.9781218,0.0002604685,0.001111547,0.0001187045,0.0001816441,0.004122038,0.0006722669,0.0006473852,0.000951296,0.01355146],"study_design_scores_gemma":[0.000005638963,0.0001229068,0.9953885,0.00008154559,0.0002511671,0.00008805961,0.0001820786,0.00148321,0.0002989568,0.0006334182,0.001452182,0.00001235062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744732,0.009587035,0.003640027,0.002657256,0.00009479333,0.00008566306,0.004628576,0.00007698665,0.004756591],"genre_scores_gemma":[0.9963797,0.001252846,0.0008339274,0.0002247274,0.00006762176,0.00003805781,0.0008695617,0.000005096228,0.0003285841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03422275,"threshold_uncertainty_score":0.06804711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04562725795435017,"score_gpt":0.292252181109195,"score_spread":0.2466249231548448,"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."}}