{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425717,0.0002862869,0.0009811228,0.000451613,0.0003852705,0.001594531,0.0003156902,0.001010477,0.001362156],"category_scores_gemma":[0.003529954,0.0001476348,0.0006595521,0.0004306513,0.000711251,0.000789758,0.0007120143,0.001326092,0.000246047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004429053,"about_ca_system_score_gemma":0.0007927287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088937,"about_ca_topic_score_gemma":0.001350755,"domain_scores_codex":[0.9987458,0.0006349991,0.00009279833,0.0001641369,0.0002386212,0.0001237025],"domain_scores_gemma":[0.99853,0.0005257032,0.0004076868,0.00007100341,0.0002418518,0.0002236664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01435488,0.001575928,0.3659843,0.008640509,0.001759146,0.002226337,0.001464004,0.0009234693,0.0854966,0.003379887,0.008073657,0.5061213],"study_design_scores_gemma":[0.0004125337,0.004521932,0.9196538,0.003020878,0.00218584,0.002719142,0.00200984,0.001915037,0.008531389,0.005012574,0.04989666,0.000120282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4760998,0.505631,0.001412289,0.0109391,0.00133158,0.00007349264,0.0003107703,0.00003104641,0.004170946],"genre_scores_gemma":[0.9080162,0.08453891,0.001342048,0.003189046,0.00145814,0.00008562573,0.0002214282,0.00001960081,0.001128971],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001594531,"threshold_uncertainty_score":0.007539988,"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."}}