{"id":"W2736878676","doi":"10.1038/s41598-017-06791-y","title":"Environment Changes Genetic Effects on Respiratory Conditions and Allergic Phenotypes","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Helsefonden; Curtin University of Technology; Thoracic Society of Australia and New Zealand","keywords":"Single-nucleotide polymorphism; Genetic predisposition; Population; Biology; Atopy; Genotype; Immunology; Genetics; Asthma; SNP; Phenotype; Medicine; Gene; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003303964,0.0003250055,0.0002811894,0.0003273895,0.0002541932,0.0004192261,0.0001528715,0.0002752689,0.002037195],"category_scores_gemma":[0.0008704914,0.0001378422,0.0003687963,0.0003946808,0.0003518169,0.0001575741,0.0003759628,0.0002385792,0.0001558795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248089,"about_ca_system_score_gemma":0.0001810165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002365933,"about_ca_topic_score_gemma":0.002960169,"domain_scores_codex":[0.9993051,0.0003188546,0.00004370497,0.0002015174,0.00006829097,0.00006247476],"domain_scores_gemma":[0.9995347,0.0001594649,0.0001603474,0.00005585597,0.00003220129,0.0000573783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000779855,0.000156982,0.920058,0.00007079979,0.0008215638,0.00109799,0.0004864912,0.0003168509,0.06640093,0.0003643511,0.0001235829,0.009322559],"study_design_scores_gemma":[0.000004519428,0.000105375,0.998106,0.000005317109,0.00008616815,0.0003222386,0.00009749363,0.0001456117,0.0007843107,0.00009715662,0.000241697,0.000004165156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998473,0.0003379933,0.0004479097,0.000045555,0.000009710438,0.000003898624,0.0001485507,0.000006274242,0.0005270566],"genre_scores_gemma":[0.9992416,0.0001308128,0.0002774302,0.0000255585,0.000007332639,0.000003145756,0.00009050582,0.000004698934,0.0002188388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002365933,"threshold_uncertainty_score":0.006815076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663763690744562,"score_gpt":0.2688895125564882,"score_spread":0.2522518756490426,"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."}}