{"id":"W2114724419","doi":"10.1378/chest.129.4.909","title":"The Ontario Asthma Regional Variation Study","year":2006,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences; University of Ottawa; University of Toronto; William Osler Health System; Kingston General Hospital; McMaster University; Queen's University","funders":"","keywords":"Medicine; Asthma; Emergency department; Pediatrics; Population; Demography; Emergency medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000268394,0.00007584613,0.00009550342,0.00003415965,0.0004191805,0.00007099946,0.00006812801,0.00003144523,0.0001532092],"category_scores_gemma":[0.000027279,0.0000424055,0.00008405306,0.00006064109,0.00004116829,0.00006038852,0.00001170626,0.0002683411,0.00003700156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512255,"about_ca_system_score_gemma":0.0003585591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004675006,"about_ca_topic_score_gemma":0.002638076,"domain_scores_codex":[0.9991969,0.00004577064,0.0002057619,0.0000856235,0.000319832,0.0001461407],"domain_scores_gemma":[0.9995288,0.00003777079,0.0001000846,0.0001223539,0.0001063323,0.0001047078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004820732,0.001667527,0.943777,0.00001392355,0.000118776,0.0006561281,0.001752611,0.00005639854,0.0007301479,0.0004032055,0.03359964,0.01674254],"study_design_scores_gemma":[0.0007968456,0.0002285173,0.7506203,0.00001203773,0.00003179403,0.0003072887,0.00029521,0.000007163761,0.0000136237,0.0002222534,0.2474264,0.00003851444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950793,0.0004230951,0.0002424703,0.001143599,0.0002385271,0.0001406154,3.168236e-7,0.00001481635,0.002717306],"genre_scores_gemma":[0.9929137,0.000006537388,0.0001489241,0.0002037388,0.001371771,0.000004249705,0.000002151326,0.000009031427,0.005339854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2138268,"threshold_uncertainty_score":0.322404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169084672588022,"score_gpt":0.2574259073325804,"score_spread":0.2405174400737782,"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."}}