{"id":"W2927152106","doi":"10.1289/isesisee.2018.o02.02.21","title":"A Novel Approach to Examining Multiple Indoor Exposures in Early Childhood on the Inflammatory Pathway and Risk of Intermediate Outcomes for Childhood Asthma in the Canadian Healthy Infant Longitudinal Development (CHILD) Birth Cohort","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University; University of Toronto; Simon Fraser University; University of Manitoba; University of Alberta","funders":"","keywords":"Wheeze; Atopy; Asthma; Medicine; Odds ratio; Allergy; Respiratory sounds; Pediatrics; Cohort; Cohort study; Interquartile range; Environmental health; Immunology; Internal medicine","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":[0.00322858,0.0002890758,0.000423227,0.0003924594,0.0006741978,0.00005409304,0.0004405871,0.0001597214,0.000009321495],"category_scores_gemma":[0.0009220431,0.0001763103,0.00003762676,0.0002013778,0.0001180999,0.000112223,0.00014315,0.0007578811,0.00001829469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001515367,"about_ca_system_score_gemma":0.001099505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04823407,"about_ca_topic_score_gemma":0.6188563,"domain_scores_codex":[0.9972924,0.0003324786,0.000843464,0.0004613068,0.0003347831,0.0007355427],"domain_scores_gemma":[0.9976546,0.001163959,0.0003963184,0.0004254158,0.0001299309,0.0002297618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000963831,0.0002664291,0.9403241,0.0001083364,0.00006623596,0.000003444333,0.05391694,0.00009328206,0.00001227289,0.0009851264,0.00005443391,0.004072996],"study_design_scores_gemma":[0.001767281,0.0003951984,0.9922792,0.0005119034,0.000009799755,9.328964e-7,0.003841125,0.00002087765,0.00003601252,0.00003598286,0.0009003127,0.0002013606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923512,0.00001726891,0.00008738579,0.0004569813,0.0002191959,0.004859194,0.00007295721,0.00001857921,0.001917174],"genre_scores_gemma":[0.9965374,0.00001510291,0.0004558062,0.00152808,0.00009854343,0.001300402,0.00001792408,0.00002625457,0.000020471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5706222,"threshold_uncertainty_score":0.9581038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939055285574565,"score_gpt":0.3027750535335311,"score_spread":0.2533845006777855,"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."}}