{"id":"W2057710032","doi":"10.1002/gepi.21828","title":"Longitudinal Data Analysis in Genome‐Wide Association Studies","year":2014,"lang":"en","type":"article","venue":"Genetic Epidemiology","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; National Institutes of Health; National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; British Heart Foundation","keywords":"Genetic association; Genome-wide association study; Biology; Single-nucleotide polymorphism; Genetics; Phenotype; Computational biology; Genotype; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006930218,0.0002690672,0.001022517,0.0002464309,0.0001077079,0.000006530402,0.0006850698,0.0004623389,0.00003861505],"category_scores_gemma":[0.04022935,0.000258308,0.0001890274,0.0004945822,0.0001186377,0.000004698213,0.0005874006,0.0002029059,0.00005652081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179765,"about_ca_system_score_gemma":0.00006274594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001592114,"about_ca_topic_score_gemma":0.002115615,"domain_scores_codex":[0.9947858,0.002097158,0.001061963,0.001138126,0.0001162618,0.0008006401],"domain_scores_gemma":[0.9946785,0.003008452,0.0005780507,0.001454087,0.0001602756,0.0001206601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000142751,0.00003495975,0.9775386,0.000008406327,0.000967778,0.000001091927,0.00002738955,0.01177751,0.0002759507,0.00006660148,0.007845705,0.001441734],"study_design_scores_gemma":[0.0003785332,0.0001494828,0.9643962,0.000003284631,0.0003194697,0.000003129275,0.00005334858,0.004913194,0.00001703754,0.003043545,0.02646983,0.0002529884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90443,0.006847312,0.08205904,0.00542672,0.0003597044,0.0002288573,0.00005135162,0.00002262394,0.0005743977],"genre_scores_gemma":[0.954352,0.002933543,0.03627045,0.004158472,0.0004908638,0.00005074025,0.0009899834,0.00002439873,0.0007295783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04992198,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07309982708990473,"score_gpt":0.356435227754288,"score_spread":0.2833354006643832,"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."}}