{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002970664,0.0001940719,0.0002877597,0.00002701205,0.0002050263,0.0000139232,0.0002712141,0.00006139945,0.0002654666],"category_scores_gemma":[0.0001299742,0.0001497262,0.00005572083,0.000127123,0.0003640777,0.0003384413,0.0002900098,0.0002231742,0.0001981261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475163,"about_ca_system_score_gemma":0.0001647119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003719172,"about_ca_topic_score_gemma":0.0004141599,"domain_scores_codex":[0.9983354,0.0001169601,0.000319012,0.0003490377,0.0003944079,0.0004852051],"domain_scores_gemma":[0.998383,0.00004635754,0.0002167145,0.0004897633,0.000009515255,0.0008546454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002006474,0.007831767,0.5775375,0.00148995,0.0001166901,0.00003564757,0.1037335,0.02213953,0.1115681,0.003883349,0.1011926,0.06846492],"study_design_scores_gemma":[0.000217837,0.0002384857,0.9906617,0.00007295014,0.000009857883,0.000004277068,0.0001336097,0.00001444866,0.00442641,0.0013165,0.002747553,0.0001563322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768702,0.00005553006,0.0000743433,0.02118287,0.00005069813,0.0004419264,0.00004723654,0.00002260464,0.001254598],"genre_scores_gemma":[0.9920651,0.00003822961,0.0002856239,0.007466579,0.00003417584,0.00001295637,0.00000217993,0.0000125657,0.00008263491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4131243,"threshold_uncertainty_score":0.6105659,"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."}}