{"id":"W2940564010","doi":"10.1111/cea.13403","title":"Epigenome‐wide association studies in asthma: A systematic review","year":2019,"lang":"en","type":"review","venue":"Clinical & Experimental Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; European Respiratory Society","keywords":"Epigenome; DNA methylation; Asthma; Epigenomics; Epigenetics; Genome-wide association study; Methylation; Genetic association; Medicine; Confounding; Bioinformatics; Biology; Genetics; Immunology; Internal medicine; Gene; Single-nucleotide polymorphism; Gene expression; Genotype","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":[0.008511046,0.00138333,0.00762844,0.007908631,0.0004624658,0.001621689,0.001699009,0.001668901,0.004832418],"category_scores_gemma":[0.03620661,0.0008319474,0.007552414,0.01039675,0.0007236101,0.001606483,0.001289423,0.0009916116,0.0003325932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690227,"about_ca_system_score_gemma":0.006834097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007197184,"about_ca_topic_score_gemma":0.01881134,"domain_scores_codex":[0.9921827,0.003032905,0.002639805,0.0008532223,0.00106659,0.0002247513],"domain_scores_gemma":[0.9640259,0.02884391,0.004328021,0.0005609149,0.001999374,0.0002419217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002121136,0.00001422753,0.003392663,0.931037,0.02291345,0.0001547017,0.000138839,0.0001593011,0.0001969911,0.0002715871,0.002027235,0.03948195],"study_design_scores_gemma":[0.0003377884,0.0002524281,0.02508038,0.775663,0.1695887,0.0007540389,0.0002562224,0.0001538237,0.0002552585,0.0005572871,0.02704397,0.0000570564],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008756286,0.997924,0.0001515934,0.0002145012,0.00006763537,0.000112049,0.0005108702,0.000006604166,0.0001370209],"genre_scores_gemma":[0.01621359,0.9815169,0.0007419317,0.0005167208,0.00009656973,0.000381179,0.0004536682,0.000005270741,0.00007417495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008511046,"threshold_uncertainty_score":0.04501128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1962758783870279,"score_gpt":0.5061633713055581,"score_spread":0.3098874929185302,"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."}}