{"id":"W7045882174","doi":"","title":"Benefit–Harm Analysis of Earlier Initiation of Triple Therapy for Prevention of Acute Exacerbation in Patients with COPD","year":2024,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exacerbation; COPD; Lama; Pneumonia; Population; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0173552,0.001908828,0.003349336,0.001079932,0.0003110995,0.001262362,0.001508946,0.001306388,0.004187236],"category_scores_gemma":[0.02164378,0.0008691947,0.01111257,0.0007737196,0.0006878754,0.0006820169,0.001450393,0.001643094,0.0002193833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00464716,"about_ca_system_score_gemma":0.004585651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04263339,"about_ca_topic_score_gemma":0.0241749,"domain_scores_codex":[0.9923378,0.005907046,0.0001997648,0.0006344555,0.000353518,0.0005674589],"domain_scores_gemma":[0.9850263,0.01245442,0.001049066,0.0006191636,0.000578304,0.0002727378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0348979,0.0007084471,0.03444678,0.003214192,0.04174497,0.0004532702,0.0001064123,0.8618161,0.002831236,0.004511495,0.001365478,0.01390367],"study_design_scores_gemma":[0.01245852,0.01838089,0.07544674,0.0009396684,0.1099017,0.0005190609,0.0001615642,0.7598236,0.004266339,0.01082898,0.006961832,0.0003110479],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464567,0.01222566,0.02041407,0.001226208,0.0002339341,0.002248941,0.01145459,0.0002431621,0.005496946],"genre_scores_gemma":[0.9926882,0.000740399,0.003201163,0.0002809095,0.00002291242,0.0003879783,0.001523352,0.00001398777,0.001141074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04263339,"threshold_uncertainty_score":0.09178418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378314348296309,"score_gpt":0.2475192040088705,"score_spread":0.2337360605259074,"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."}}