{"id":"W2147856030","doi":"10.1186/1476-069x-10-71","title":"Air pollution and general practitioner access and utilization: a population based study in Sarnia, 'Chemical Valley,' Ontario","year":2011,"lang":"en","type":"article","venue":"Environmental Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Nipissing University; Western University","funders":"Social Sciences and Humanities Research Council of Canada; University of Windsor","keywords":"Air pollution; Pollution; Population; Population health; Australian population; Environmental science; Environmental planning; Environmental health; Environmental protection; Geography; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004546003,0.0001403736,0.0001719286,0.00004709033,0.0002063284,0.00001471678,0.00007070257,0.00007080725,0.001311745],"category_scores_gemma":[0.00000866246,0.0001425472,0.00001384547,0.00008130698,0.00007660199,0.000519774,0.000127922,0.0001826809,0.00002520647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210327,"about_ca_system_score_gemma":0.00004008327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09038241,"about_ca_topic_score_gemma":0.07061067,"domain_scores_codex":[0.9985397,0.0002090297,0.0003283712,0.0003704957,0.0002576077,0.0002947502],"domain_scores_gemma":[0.9994401,0.00001732964,0.00013907,0.0001440341,6.32522e-7,0.0002588024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007468337,0.0005590506,0.9898687,0.0000147371,0.000001912849,0.00000266661,0.004539652,0.0001058074,0.00002215333,0.00001988596,0.000105846,0.004684881],"study_design_scores_gemma":[0.0008085417,0.0003025346,0.9968606,0.00001115679,0.000004933097,0.000006111,0.0002541439,0.0008132377,0.00002817133,0.0002934916,0.0004832886,0.000133812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973555,0.00003580595,0.0002480777,0.001281297,0.00003971759,0.0006729167,0.000008676513,0.00001845693,0.000339613],"genre_scores_gemma":[0.9934468,0.00003067723,0.001858643,0.004441873,0.00001964139,0.00002512508,0.00005239283,0.00001165518,0.0001132456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01977174,"threshold_uncertainty_score":0.9996012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030022767497589,"score_gpt":0.3426921778255542,"score_spread":0.2396899010757954,"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."}}