{"id":"W2532919242","doi":"10.1186/s13223-016-0161-x","title":"Predictors of allergen sensitization in Singapore children from birth to 3 years","year":2016,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; National Institute for Health Research Southampton Biomedical Research Centre; National Institute for Health and Care Research; Singapore Institute for Clinical Sciences; National University Health System; National Research Foundation; National Medical Research Council; National Research Foundation Singapore","keywords":"Sensitization; Allergen; Medicine; Pediatrics; Demography; Immunology; Environmental health; Allergy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004366211,0.0003767038,0.0002776395,0.0005802051,0.0004153265,0.0005647199,0.0003727676,0.0005170312,0.001966545],"category_scores_gemma":[0.001235377,0.0003195443,0.0007352196,0.0007674064,0.0002743309,0.0003230427,0.0006670624,0.0008611628,0.0003654633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004287116,"about_ca_system_score_gemma":0.0005143409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02744704,"about_ca_topic_score_gemma":0.02554176,"domain_scores_codex":[0.9996579,0.00006120951,0.00004700155,0.00007175915,0.00008145285,0.00008073424],"domain_scores_gemma":[0.9988095,0.0001144241,0.000573479,0.00007388239,0.0001118545,0.0003170666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003535561,0.000009938859,0.9991382,0.000003662116,0.00001234264,0.0001700334,0.00005986918,0.00002208446,0.0001244191,0.000007192414,0.00005676382,0.0003599493],"study_design_scores_gemma":[0.000001116354,0.00002694673,0.9995595,0.000003471079,0.000005449063,0.0001717706,0.00007128685,0.00004724872,0.00002974247,0.000004453079,0.00007736757,0.000001745744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989868,0.0002059302,0.00001545559,0.0000443454,0.000006607695,0.000003236244,0.0004273762,0.000004054455,0.000306204],"genre_scores_gemma":[0.9990722,0.0001356098,0.000030589,0.00001656103,0.000004668904,0.000005052224,0.0005506424,0.000002589276,0.0001820501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02744704,"threshold_uncertainty_score":0.05457455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030291349486244,"score_gpt":0.2773804413018273,"score_spread":0.2670775278069649,"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."}}