{"id":"W4200043627","doi":"","title":"An Updated Definition and Severity Classification of Chronic Obstructive Pulmonary Disease Exacerbations: The Rome Proposal","year":2021,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Ottawa Hospital; Kingston Health Sciences Centre; University of Ottawa","funders":"","keywords":"Medicine; Pulmonary disease; Intensive care medicine; Severity of illness; MEDLINE; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001428323,0.0002151879,0.0003043255,0.0001963915,0.0004561334,0.00003838203,0.0002122735,0.0001060136,0.00036691],"category_scores_gemma":[0.00006176513,0.0002076987,0.0001424496,0.0009550683,0.0006575772,0.001437529,0.0002130519,0.0003056688,0.00001455303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008586297,"about_ca_system_score_gemma":0.00214342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001122995,"about_ca_topic_score_gemma":0.0001673157,"domain_scores_codex":[0.9979852,0.0003577523,0.0002098951,0.00060836,0.0005239883,0.0003147327],"domain_scores_gemma":[0.998302,0.00009243449,0.0001409886,0.0007116727,0.0004344535,0.0003184111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.01193832,0.007537912,0.351256,0.003132321,0.001139448,0.007049664,0.00138973,0.0001969584,0.06399065,0.5343992,0.002378223,0.01559162],"study_design_scores_gemma":[0.001439124,0.00009911721,0.9757732,0.00007411007,0.0003408015,0.0001222386,0.005181211,0.0130634,0.0002860162,0.002720386,0.0006845683,0.0002158303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908437,0.0007907616,0.0004121701,0.002478713,0.00009457691,0.0009284554,0.002355145,0.00005843015,0.002038015],"genre_scores_gemma":[0.994799,0.0001729341,0.0003062,0.00004706471,0.00008211012,0.000008252929,0.001532649,0.0000251641,0.003026643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6245173,"threshold_uncertainty_score":0.8469706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609029055821652,"score_gpt":0.2429524458885626,"score_spread":0.2268621553303461,"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."}}