{"id":"W2234177879","doi":"10.3109/15412555.2015.1101435","title":"Early COPD Exacerbation Treatment with Combination of ICS and LABA for Patients Presenting with Mild-to-Moderate Worsening of Dyspnea","year":2016,"lang":"en","type":"article","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Exacerbation; COPD; Copd exacerbation; Intensive care medicine; Cardiology; Internal medicine; Acute exacerbation of chronic obstructive pulmonary 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":[0.001470999,0.0005299806,0.001670051,0.0002850827,0.0002530114,0.0005781617,0.000521082,0.0008767199,0.002037161],"category_scores_gemma":[0.000958458,0.0001710376,0.001012103,0.000133297,0.0003117039,0.0005478364,0.0003719764,0.001379686,0.0003000837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021894,"about_ca_system_score_gemma":0.0005255525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001466438,"about_ca_topic_score_gemma":0.0005373716,"domain_scores_codex":[0.9993824,0.0003173756,0.00004921681,0.0000691774,0.00009977252,0.00008218546],"domain_scores_gemma":[0.9993532,0.0002118372,0.0001273274,0.00004229138,0.00004294264,0.0002224072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3746409,0.1108224,0.009866848,0.002272561,0.001194981,0.0004209352,0.0002259956,0.001503489,0.05057174,0.0002836064,0.001771295,0.4464251],"study_design_scores_gemma":[0.1735549,0.8019083,0.01524984,0.0001111549,0.0004794524,0.000297491,0.00005429258,0.001231346,0.004507996,0.0001027189,0.002473992,0.00002855117],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990609,0.004112449,0.001357169,0.0005361885,0.0002613768,0.001707253,0.0001700503,0.00006836743,0.00117814],"genre_scores_gemma":[0.9922125,0.001418394,0.00328374,0.000712693,0.0003733113,0.001161568,0.0002191535,0.000007480713,0.0006111609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002037161,"threshold_uncertainty_score":0.007779479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397161989474056,"score_gpt":0.266687893984179,"score_spread":0.2527162740894385,"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."}}