{"id":"W3041599823","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a4470","title":"A Polygenic Score for Asthma Is Associated with Airway Hyperresponsiveness in People with Chronic Obstructive Pulmonary Disease","year":2020,"lang":"en","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Asthma; Pulmonary disease; Medicine; Airway hyperresponsiveness; Internal medicine; Airway; Cardiology; Disease; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009703591,0.0009930993,0.0007583163,0.001460541,0.0009852805,0.001094685,0.0008038779,0.001477252,0.004009796],"category_scores_gemma":[0.003917446,0.0004704312,0.002239133,0.001940331,0.000740186,0.0007214668,0.001230401,0.001825464,0.0003402368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003367084,"about_ca_system_score_gemma":0.0004510416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01225671,"about_ca_topic_score_gemma":0.01179324,"domain_scores_codex":[0.9981862,0.0007696487,0.0001739753,0.000336859,0.0002446159,0.000288744],"domain_scores_gemma":[0.995881,0.001105355,0.001611165,0.000445169,0.0003040993,0.0006532323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002732715,0.00007743356,0.9957662,0.00001593057,0.0006157334,0.0003367457,0.00007522725,0.0001595356,0.00118138,0.00008532262,0.0001198821,0.001293367],"study_design_scores_gemma":[0.000005499579,0.00006792037,0.9986305,0.000006509435,0.0001415135,0.0002992708,0.00007970572,0.0005364054,0.00004310061,0.00012766,0.0000552938,0.000006626279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997503,0.0005513856,0.0004062561,0.0003478855,0.00004747231,0.000008167257,0.0003442414,0.00001558533,0.000776128],"genre_scores_gemma":[0.9992564,0.00007570714,0.0001376082,0.00005264209,0.00003980593,0.000003989237,0.000212489,0.000003519334,0.0002177898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01225671,"threshold_uncertainty_score":0.02437073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365208983521606,"score_gpt":0.2405076613343652,"score_spread":0.2268555714991491,"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."}}