{"id":"W2108426443","doi":"10.1136/thx.2005.045385","title":"Inhaled corticosteroids and mortality in chronic obstructive pulmonary disease","year":2005,"lang":"en","type":"article","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":306,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Pulmonary disease; Inhaled corticosteroids; Intensive care medicine; Disease; Asthma; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002200403,0.0002606947,0.0003969657,0.0002134944,0.00007640458,0.00002746927,0.0001338783,0.00009252512,0.0005215773],"category_scores_gemma":[0.0001084441,0.0002504963,0.00009416862,0.0003577842,0.0003869806,0.0002879646,0.00020492,0.0004198884,0.00009838142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313409,"about_ca_system_score_gemma":0.0006153156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001005399,"about_ca_topic_score_gemma":0.00009813612,"domain_scores_codex":[0.9978089,0.0001249314,0.0003751888,0.0006103748,0.0005032012,0.0005773448],"domain_scores_gemma":[0.9985029,0.00006500402,0.00006791372,0.0005907833,0.00009211865,0.0006813396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009678295,0.0004883664,0.8526286,0.0007598265,0.00007732692,0.002962922,0.0001793908,0.00005063269,0.004754454,0.0004842862,0.00006112085,0.1365852],"study_design_scores_gemma":[0.001343062,0.00005455938,0.989282,0.0001281506,0.0001065776,0.0001480179,0.0001158133,0.006565608,0.0003231592,0.0008124096,0.0008901083,0.0002305831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875597,0.005879928,0.00001659005,0.0007690151,0.00006726203,0.0008988229,0.00006162145,0.00007636185,0.004670643],"genre_scores_gemma":[0.9978199,0.0002065203,0.0001450698,0.0001455249,0.0004144639,0.00009546819,0.00006995921,0.00004279531,0.001060325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1366533,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435899677038069,"score_gpt":0.3240906321686127,"score_spread":0.299731635398232,"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."}}