{"id":"W3173485259","doi":"10.1016/j.rmed.2021.106526","title":"Impact of COPD exacerbations leading to hospitalization on general and disease-specific quality of life","year":2021,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"NIH Office of the Director; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Exacerbation; COPD; Quality of life (healthcare); Spirometry; Physical therapy; Internal medicine; Asthma","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":[0.00114313,0.0003236731,0.0006790639,0.0005159882,0.0004783144,0.001040017,0.0003670938,0.000686592,0.002849683],"category_scores_gemma":[0.005794351,0.0001504097,0.002618768,0.0005314808,0.0002475183,0.000748115,0.0009165088,0.00129432,0.0002203421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009576588,"about_ca_system_score_gemma":0.0008938347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008344013,"about_ca_topic_score_gemma":0.01474549,"domain_scores_codex":[0.9987633,0.0003710388,0.0001139025,0.0001222159,0.000246995,0.0003824297],"domain_scores_gemma":[0.9969614,0.0008354554,0.0008678306,0.000113205,0.0003850806,0.0008370604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001229827,0.0002673045,0.9819041,0.0001185577,0.00103603,0.0001823686,0.00008227973,0.0005084467,0.0002011156,0.000115017,0.0005533333,0.0138016],"study_design_scores_gemma":[0.00001024562,0.0001610252,0.9989775,0.00002180196,0.0001838193,0.0000995809,0.0001019998,0.0002026307,0.00002121696,0.00005808496,0.0001562698,0.000005717078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897064,0.003926978,0.00006766895,0.0006661047,0.0001012936,0.00001654565,0.001311475,0.00000708872,0.004196333],"genre_scores_gemma":[0.9986762,0.0003404558,0.00003489559,0.00006430534,0.00005231802,0.000003423806,0.0006157064,0.000001551171,0.0002111018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008344013,"threshold_uncertainty_score":0.01659089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08028978408139957,"score_gpt":0.3869255794364299,"score_spread":0.3066357953550303,"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."}}