{"id":"W4224296799","doi":"10.3390/cells11091416","title":"Respiratory Viral and Bacterial Exacerbations of COPD—The Role of the Airway Epithelium","year":2022,"lang":"en","type":"review","venue":"Cells","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"COPD; Medicine; Exacerbation; Respiratory epithelium; Airway; Respiratory system; Immunology; Lung; Intensive care medicine; Internal medicine; Anesthesia","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004223978,0.0002406724,0.0009297257,0.000116214,0.0001345245,0.00001022651,0.0004187922,0.0001335607,0.002980426],"category_scores_gemma":[0.000117352,0.0001419751,0.0004433441,0.0003339887,0.0005655921,0.00003345789,0.0004924461,0.0005522125,0.0000213426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333291,"about_ca_system_score_gemma":0.001333873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003461066,"about_ca_topic_score_gemma":0.000003344044,"domain_scores_codex":[0.9978062,0.0005539618,0.0005485739,0.000322016,0.0005290504,0.0002402045],"domain_scores_gemma":[0.9981365,0.0003988394,0.0003599458,0.0009163488,0.00008176937,0.0001065866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008863144,0.0002590418,0.0001044149,0.02259775,0.0003490853,0.00001058125,0.0002258292,0.000001166638,0.002291261,0.0004178212,0.002620505,0.9710339],"study_design_scores_gemma":[0.0003545785,0.00008048106,0.0004285536,0.001256142,0.0006918182,0.00001090872,0.000113619,0.000004394257,0.0006018758,0.00004646045,0.9962991,0.0001120906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002636743,0.9902442,4.317639e-7,0.00003743252,0.000401215,0.001671402,0.0006158507,0.000009722381,0.004383019],"genre_scores_gemma":[0.0006811684,0.9961256,0.00001339109,0.00003146614,0.0004010476,0.0001637808,0.00006662807,0.00006614476,0.002450709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9936786,"threshold_uncertainty_score":0.997931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944341779517651,"score_gpt":0.3044038764443653,"score_spread":0.2749604586491888,"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."}}