{"id":"W1924315434","doi":"10.1016/s2213-2600(15)00380-x","title":"Molecular mechanisms underlying variations in lung function: a systems genetics analysis","year":2015,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research; Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval; St. Paul's Hospital; University of British Columbia","funders":"National Center for Research Resources; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; NIHR Cambridge Biomedical Research Centre; National Heart, Lung, and Blood Institute; National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; Biocenter, University of Oulu; Cambridge Institute for Medical Research, University of Cambridge; Juvenile Diabetes Research Foundation International; Canadian Institutes of Health Research; National Institutes of Health; Academy of Finland; Healthway; Oulun Yliopisto; European Commission; Fonds de Recherche du Québec - Santé; Université Laval; Michael Smith Health Research BC; National Institute for Health and Care Research; Medical Research Council; Cancer Research Society; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; King's College London; National Human Genome Research Institute; Tays; Wellcome Trust","keywords":"Medicine; Lung function; Computational biology; Function (biology); Genetics; Evolutionary biology; Bioinformatics; Lung; Internal medicine; Biology","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":[0.002276092,0.0008083747,0.0009264364,0.001295485,0.0003147502,0.001512096,0.0007817165,0.001150575,0.003479689],"category_scores_gemma":[0.003856547,0.0004166295,0.001746561,0.0009693811,0.001262365,0.0008961534,0.0009196438,0.001204157,0.000204582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000666339,"about_ca_system_score_gemma":0.0007807375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00257835,"about_ca_topic_score_gemma":0.002103454,"domain_scores_codex":[0.9981819,0.001078147,0.00008091975,0.0003453595,0.0001945751,0.0001191086],"domain_scores_gemma":[0.9970408,0.002061387,0.0003732096,0.000302955,0.0001182395,0.0001033599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002194395,0.0003723064,0.7670007,0.0007042229,0.01155513,0.003425217,0.0009102091,0.01699677,0.05339766,0.059064,0.002962897,0.08141653],"study_design_scores_gemma":[0.0002277961,0.0005293348,0.8331248,0.0001167841,0.004225933,0.002244631,0.0005524299,0.03600034,0.004972049,0.1150827,0.002815339,0.000107939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8908213,0.01642385,0.06881328,0.01526301,0.0003753009,0.0001101277,0.001929356,0.0003577043,0.005906044],"genre_scores_gemma":[0.9918378,0.001620764,0.005055975,0.0005704078,0.0001390731,0.00002174867,0.0001341721,0.00001966836,0.0006005667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003479689,"threshold_uncertainty_score":0.01203728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0894142511990642,"score_gpt":0.3400025162834047,"score_spread":0.2505882650843405,"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."}}