{"id":"W2936977976","doi":"10.1289/isesisee.2018.p03.0320","title":"Epigenetics, Built Environment and Atopy","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Noise Effects and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta; Hospital for Sick Children; McMaster University; University of British Columbia","funders":"","keywords":"dNaM; Atopy; Cord blood; Medicine; Gestational age; Pregnancy; Physiology; Cohort; Fetus; Asthma; Environmental health; DNA methylation; Demography; Immunology; Internal medicine; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000292502,0.0002347517,0.0002296166,0.0006150227,0.0005112409,0.0007445326,0.0003127595,0.0002967827,0.001952505],"category_scores_gemma":[0.0008322488,0.000108865,0.0001886879,0.0007282034,0.0007751639,0.0001670355,0.0004077618,0.0003594955,0.0001134607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023206,"about_ca_system_score_gemma":0.001187418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08764767,"about_ca_topic_score_gemma":0.117722,"domain_scores_codex":[0.9997931,0.00003837299,0.000008031428,0.00004732687,0.00006102241,0.00005220703],"domain_scores_gemma":[0.9995742,0.00007420967,0.0001568164,0.0000357001,0.00007744977,0.0000816118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000241525,0.00009868581,0.9486434,0.000186689,0.0002974704,0.0002912484,0.0003798672,0.0004846466,0.006476138,0.002531161,0.001061944,0.03930728],"study_design_scores_gemma":[0.000003626653,0.00006408784,0.9960268,0.00003926524,0.00005370517,0.000116076,0.000153023,0.0002174947,0.0004162458,0.0007897454,0.002112523,0.000007373261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739125,0.01049907,0.001449139,0.002318142,0.00007720314,0.00004869475,0.00369721,0.00004336428,0.007954631],"genre_scores_gemma":[0.9945554,0.002945484,0.0007251307,0.0001844666,0.00005347732,0.00001788825,0.0004563528,0.000004078873,0.00105779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08764767,"threshold_uncertainty_score":0.174275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07293331116027833,"score_gpt":0.38424611064855,"score_spread":0.3113127994882717,"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."}}