{"id":"W2946076042","doi":"10.1155/2019/6808206","title":"Neighborhood Material Deprivation Is Associated with Childhood Asthma Development: Analysis of Prospective Administrative Data","year":2019,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"Institute for Clinical Evaluative Sciences","keywords":"Asthma; Medicine; Social deprivation; Demography; Socioeconomic status; Odds ratio; Pediatrics; Gerontology; Environmental health; Internal medicine; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002096802,0.0003249593,0.0004553756,0.001660533,0.0006385015,0.0007888787,0.0008087326,0.0002362606,0.0007770049],"category_scores_gemma":[0.006853202,0.0003749391,0.0008926407,0.003990551,0.0005629964,0.0003236904,0.0009877576,0.00040114,0.00009326343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591658,"about_ca_system_score_gemma":0.00258258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2582483,"about_ca_topic_score_gemma":0.241228,"domain_scores_codex":[0.9977577,0.000806105,0.0002807885,0.0003034835,0.0005888715,0.0002629624],"domain_scores_gemma":[0.9932302,0.001037322,0.003784595,0.0008229915,0.0005722994,0.0005524848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003209235,0.000006516718,0.9992932,0.00000978044,0.00007782658,0.00001607572,0.00002890975,0.0001254159,0.00002235782,0.0000158585,0.00006187851,0.000310166],"study_design_scores_gemma":[0.00000315418,0.00001816874,0.9993083,0.000006789523,0.00002430193,0.00002832037,0.00004489204,0.0004258137,0.00001645694,0.00001473285,0.0001067444,0.000002210987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921939,0.0004656116,0.000649939,0.0001022797,0.000006252947,0.00006039543,0.006082136,0.00001005881,0.0004294052],"genre_scores_gemma":[0.9950542,0.000182886,0.0005594146,0.00001419878,0.000007368268,0.00004984234,0.004066722,0.000002759972,0.00006253658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2582483,"threshold_uncertainty_score":0.5134903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354526192183858,"score_gpt":0.2691452728060327,"score_spread":0.2456000108841941,"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."}}