{"id":"W3181197111","doi":"10.1002/gepi.22422","title":"The X factor: A robust and powerful approach to X‐chromosome‐inclusive whole‐genome association studies","year":2021,"lang":"en","type":"article","venue":"Genetic Epidemiology","topic":"Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Cystic Fibrosis Canada","keywords":"Robustness (evolution); Autosome; Genetic association; Association (psychology); Allele; Genome-wide association study; Genome; Computer science; X chromosome; Computational biology; Genetics; Biology; Single-nucleotide polymorphism; Gene; Psychology; Genotype","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.01789987,0.001248464,0.001962463,0.003025619,0.0006467248,0.002042019,0.002481276,0.001535797,0.004012838],"category_scores_gemma":[0.03801313,0.0005682021,0.002210432,0.003149672,0.001934159,0.001604329,0.002928842,0.002441703,0.001370927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291534,"about_ca_system_score_gemma":0.001368116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00182398,"about_ca_topic_score_gemma":0.002179562,"domain_scores_codex":[0.9894633,0.006066063,0.0004926959,0.002225491,0.001517634,0.0002348143],"domain_scores_gemma":[0.987224,0.008119283,0.00129553,0.002174386,0.0009127485,0.0002740931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000556729,0.0001034348,0.01832952,0.001697363,0.002985458,0.001387384,0.0004412665,0.07013936,0.01666791,0.2116963,0.01297495,0.6630204],"study_design_scores_gemma":[0.0003118849,0.0007532708,0.02176333,0.0003745782,0.001149666,0.003194085,0.0001935392,0.4853382,0.01162443,0.4144011,0.06049871,0.0003973152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001960531,0.0007616068,0.9960172,0.0002320821,0.00005948793,0.00004595425,0.0002273084,0.0003226267,0.0003733573],"genre_scores_gemma":[0.1138218,0.002368844,0.8786967,0.0004892976,0.000550867,0.0003594231,0.0007010726,0.0003938923,0.002618036],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01789987,"threshold_uncertainty_score":0.09466469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03745248222478774,"score_gpt":0.3171714281454809,"score_spread":0.2797189459206931,"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."}}