{"id":"W2977323533","doi":"10.14740/jocmr3875","title":"Influence of the Lung Microbiota Dysbiosis in Chronic Obstructive Pulmonary Disease Exacerbations: The Controversial Use of Corticosteroid and Antibiotic Treatments and the Role of Eosinophils as a Disease Marker","year":2019,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Exacerbation; COPD; Dysbiosis; Disease; Antibiotics; Lung; Immunology; Intensive care medicine; Microbiome; Obstructive lung disease; Internal medicine; Bioinformatics; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004812493,0.0004210569,0.003317181,0.0005717459,0.0001260276,0.00002519403,0.0007893124,0.0002522296,0.00004965072],"category_scores_gemma":[0.0187334,0.0001837449,0.0008503197,0.001029541,0.007272329,0.0002288302,0.0007259529,0.002241507,0.000001751245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005947478,"about_ca_system_score_gemma":0.00550346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002475344,"about_ca_topic_score_gemma":0.00000452505,"domain_scores_codex":[0.9894053,0.004164589,0.003241864,0.0005356706,0.002125425,0.0005271386],"domain_scores_gemma":[0.9783562,0.01611556,0.002250118,0.001215009,0.00138287,0.0006802736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03174843,0.002463373,0.4742252,0.07024986,0.004878826,0.0006833064,0.0003699184,0.00004164008,0.0004752893,0.0005678253,0.0004048827,0.4138915],"study_design_scores_gemma":[0.008364327,0.0008828326,0.924697,0.05093579,0.005846976,0.0001992245,0.0002921022,0.0005070145,0.000007405373,0.0004802103,0.007623924,0.0001631615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.346402,0.6487274,2.666648e-7,0.001530637,0.0001008584,0.003036709,0.0001544644,0.000001334034,0.00004635236],"genre_scores_gemma":[0.3881392,0.6114134,0.000005992518,0.00003500784,0.000220257,0.00001686425,0.000008097152,0.00003085724,0.0001302768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4504718,"threshold_uncertainty_score":0.9954293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0811101377000605,"score_gpt":0.4405926403584907,"score_spread":0.3594825026584302,"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."}}