{"id":"W4300948628","doi":"10.17615/aj16-5x95","title":"A novel lung disease phenotype adjusted for mortality attrition for cystic fibrosis Genetic modifier studies","year":2020,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Penn State Health Children's Hospital; Feinberg School of Medicine; College of Medicine, Drexel University; University of North Carolina at Chapel Hill; School of Medicine, Emory University; Claude Pepper Older Americans Independence Center, Wake Forest School of Medicine; Hospital for Sick Children; University of Alberta; Ontario Genomics Institute; Connecticut Children's Medical Center; Ontario Genomics; National Heart, Lung, and Blood Institute; Saint Louis University; University of South Florida; Pennsylvania State University; Dartmouth College; IWK Health Centre; Drexel University; College of Engineering, Michigan State University; Johns Hopkins University; Genome Canada; University of Nebraska Medical Center; Kaiser Permanente; State University of New York; Case Western Reserve University; University of Minnesota; Yale University; Bunning Food Allergy Institute, Ann and Robert H. Lurie Children's Hospital of Chicago; Children's Hospital of Philadelphia; Wake Forest University; University of Pennsylvania; University of Missouri; Northwestern University; University of Rochester; Ontario Research Foundation; Flight Attendant Medical Research Institute; Michigan State University; Emory University; Cincinnati Children's Hospital Medical Center; University of Pittsburgh; Syracuse University; Children's Hospital of Michigan; University of Southern California; University of Cincinnati; University of California, San Francisco; Nationwide Children's Hospital","keywords":"Cystic fibrosis; Attrition; Lung disease; Phenotype; Disease; Medicine; Lung; Pathology; Internal medicine; Bioinformatics; Biology; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.04261215,0.001235238,0.001567109,0.003704031,0.00280836,0.004514511,0.003739303,0.002581576,0.0099191],"category_scores_gemma":[0.1147263,0.0007121293,0.005507354,0.005548267,0.001025588,0.002356056,0.004513204,0.002912855,0.001321412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009772703,"about_ca_system_score_gemma":0.00297853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008246871,"about_ca_topic_score_gemma":0.009719893,"domain_scores_codex":[0.9571972,0.02342455,0.004771714,0.0077178,0.004214644,0.002674101],"domain_scores_gemma":[0.9258687,0.03278573,0.01428462,0.01853001,0.005861212,0.002669715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004137143,0.0001080496,0.9132159,0.001160025,0.01102442,0.0006706346,0.0006053983,0.001166151,0.002056107,0.006126967,0.01663228,0.04309686],"study_design_scores_gemma":[0.00168043,0.001948267,0.8556748,0.001051163,0.02949503,0.004136429,0.0009408943,0.01139665,0.003841634,0.01851255,0.07107478,0.000247372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6923288,0.0127078,0.1915161,0.008265947,0.002408847,0.001597143,0.07175316,0.002803147,0.01661912],"genre_scores_gemma":[0.9499971,0.0005041704,0.03064619,0.001917068,0.0003949482,0.001388676,0.01080783,0.0006907114,0.003653351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04261215,"threshold_uncertainty_score":0.2253573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258142025627212,"score_gpt":0.3552870604180727,"score_spread":0.2294728578553515,"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."}}