{"id":"W4410272701","doi":"10.1164/ajrccm.2025.211.abstracts.a4056","title":"Review of the Clinical Characteristics Associated With Prophylactic Azithromycin Use in Severe Acute Exacerbations of Chronic Obstructive Pulmonary Disease","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montfort Hospital","funders":"","keywords":"Medicine; Azithromycin; Pulmonary disease; Intensive care medicine; Disease; Internal medicine; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001263617,0.000349368,0.001847961,0.005644333,0.0003059066,0.0008311658,0.0006813984,0.0004687495,0.0009375195],"category_scores_gemma":[0.006673567,0.0003080853,0.001105794,0.007956792,0.00036821,0.0006846912,0.0002782681,0.0002701776,0.0001700411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013398,"about_ca_system_score_gemma":0.003100761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008595074,"about_ca_topic_score_gemma":0.02015618,"domain_scores_codex":[0.9985762,0.000302636,0.0006359044,0.0001414628,0.0003050157,0.00003889414],"domain_scores_gemma":[0.9909186,0.004392306,0.002665307,0.000110822,0.001715101,0.0001977929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009296092,0.0001222641,0.1484113,0.3197728,0.0040576,0.002084495,0.0006584782,0.0003073245,0.001664809,0.0002572957,0.02164892,0.5000852],"study_design_scores_gemma":[0.0001567903,0.0009033983,0.7635707,0.12108,0.009646257,0.01260803,0.0009880645,0.0003100668,0.0006141902,0.0001070539,0.08993182,0.00008367791],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01722545,0.9807497,0.00009907736,0.0003255963,0.0002160537,0.00006617736,0.0007184845,0.000007585763,0.0005918434],"genre_scores_gemma":[0.07405524,0.9233887,0.000546287,0.0003531454,0.0003708481,0.00008714032,0.0009716793,0.000004110245,0.0002227703],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008595074,"threshold_uncertainty_score":0.01709008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724465963805883,"score_gpt":0.3583910221807718,"score_spread":0.331146362542713,"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."}}