{"id":"W3041182916","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a4568","title":"Alpha-1 Antitrypsin Deficiency and Chronic Obstructive Pulmonary Disease (COPD) Phenotypes in a Canadian Population: From the Canadian Obstructive Lung Disease (CanCOLD) Cohort Study","year":2020,"lang":"en","type":"article","venue":"","topic":"Protease and Inhibitor Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of British Columbia; Toronto Metropolitan University; Institut universitaire de cardiologie et de pneumologie de Québec; McGill University Health Centre","funders":"","keywords":"COPD; Alpha 1-antitrypsin deficiency; Pulmonary disease; Medicine; Phenotype; Cohort; Lung; Obstructive lung disease; Disease; Internal medicine; Lung disease; Population; Gene; Biology; Genetics; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008353629,0.001124832,0.0009496378,0.001772112,0.004309556,0.002109539,0.002250823,0.001595074,0.003260451],"category_scores_gemma":[0.001746981,0.0009146229,0.001387959,0.005422598,0.0008415146,0.0005798482,0.001581933,0.001823483,0.0005970895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01613258,"about_ca_system_score_gemma":0.01942189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888221,"about_ca_topic_score_gemma":0.9897053,"domain_scores_codex":[0.9988606,0.00005872199,0.00005704447,0.0002491113,0.0003819941,0.000392507],"domain_scores_gemma":[0.9983866,0.00005313324,0.0001651571,0.0001066841,0.0008391408,0.000449239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000273768,0.00008287865,0.9885545,0.00004979195,0.000303355,0.0003538097,0.0009899529,0.0001686397,0.0005770915,0.0002565839,0.004652963,0.003736682],"study_design_scores_gemma":[0.0000240607,0.00002459654,0.9967533,0.00003156392,0.0001112417,0.0001822223,0.0008817824,0.0001630015,0.00004344047,0.00004431919,0.001714524,0.00002600841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769689,0.001379257,0.0002663991,0.0007095923,0.00005513586,0.00009056205,0.01713588,0.00002878362,0.003365602],"genre_scores_gemma":[0.9885672,0.001287322,0.0004128137,0.000316428,0.00003144071,0.00005791999,0.006808212,0.00001768354,0.002500931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01613258,"threshold_uncertainty_score":0.1170506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007404895641367513,"score_gpt":0.21979795759392,"score_spread":0.2123930619525525,"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."}}