{"id":"W4223579340","doi":"10.15326/jcopdf.2021.0280","title":"Short-Term Impact of the Frequency of COPD Exacerbations on Quality of Life","year":2022,"lang":"en","type":"article","venue":"Chronic Obstructive Pulmonary Diseases Journal of the COPD Foundation","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; COPD; Spirometry; Quality of life (healthcare); Randomized controlled trial; Azithromycin; Pulmonary disease; Physical therapy; Internal medicine; Antibiotics","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":[0.002554777,0.0002595301,0.0005277196,0.0003416699,0.0002153911,0.0004917582,0.0002482727,0.0004874186,0.001787247],"category_scores_gemma":[0.005218551,0.0001277781,0.0009177594,0.000300553,0.0003073827,0.0004247054,0.0005119067,0.0007360753,0.0001301705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003657992,"about_ca_system_score_gemma":0.0002701302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006146067,"about_ca_topic_score_gemma":0.001150035,"domain_scores_codex":[0.9987528,0.0005484715,0.000142812,0.0001188727,0.0002755546,0.0001615908],"domain_scores_gemma":[0.9919694,0.002500134,0.003364141,0.0002802252,0.0004256736,0.001460411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01626824,0.00101729,0.9542109,0.0002662031,0.001614332,0.0000811269,0.0000735796,0.0007625976,0.001190502,0.00005186726,0.0002837229,0.02417969],"study_design_scores_gemma":[0.0001883036,0.004543116,0.9943499,0.00002328436,0.0002393664,0.00009874154,0.0000306398,0.0002394015,0.0001043973,0.00003752137,0.0001381997,0.000007103386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968161,0.002065024,0.00006487902,0.0001479105,0.00002011158,0.00002367293,0.0003286186,0.00000204515,0.0005317655],"genre_scores_gemma":[0.9993943,0.0001929915,0.00005606371,0.00003772478,0.00002546641,0.00001470944,0.0002101957,5.573006e-7,0.00006787799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002554777,"threshold_uncertainty_score":0.01351112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331248009476716,"score_gpt":0.336234234246337,"score_spread":0.3031094332986654,"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."}}