{"id":"W7046915364","doi":"","title":"The excess cost of acute exacerbations of chronic bronchitis in patients aged 45 and older in England and Wales","year":2001,"lang":"en","type":"article","venue":"","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Chronic bronchitis; Bronchitis; Chronic disease; Incidence (geometry); Epidemiology; Respiratory disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004161703,0.0002230035,0.000702731,0.000820713,0.0006264807,0.001064223,0.0004649754,0.001396867,0.00294131],"category_scores_gemma":[0.004957432,0.0004318139,0.001176772,0.001112938,0.0004762952,0.001019491,0.001420335,0.001174946,0.0002470877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863506,"about_ca_system_score_gemma":0.001227893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09205449,"about_ca_topic_score_gemma":0.1190154,"domain_scores_codex":[0.9989377,0.0002965489,0.0002195644,0.00008113748,0.0001477617,0.0003172792],"domain_scores_gemma":[0.9976174,0.0003484335,0.001067067,0.00005954397,0.0002916131,0.0006158547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00040496,0.00003673714,0.9910426,0.0001754392,0.0001709225,0.0009728444,0.0003798213,0.0001754397,0.0001922826,0.0001503423,0.0009331271,0.005365483],"study_design_scores_gemma":[0.00001353173,0.0001014205,0.9976859,0.00005852626,0.00005399415,0.0007512226,0.00081157,0.0001227782,0.000009276066,0.00004778086,0.0003359837,0.000007966584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993699,0.002780498,0.00002807281,0.001315771,0.00005353241,0.000009970207,0.0008177779,0.000002605934,0.001292682],"genre_scores_gemma":[0.9979949,0.001065283,0.00002684929,0.0002635733,0.00004464083,0.000006272817,0.0002785652,0.000001035667,0.0003190107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09205449,"threshold_uncertainty_score":0.1830373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007161487900438439,"score_gpt":0.2507980738119233,"score_spread":0.2436365859114849,"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."}}