{"id":"W2039270725","doi":"10.1016/j.pupt.2007.03.003","title":"TNF-α antagonists and the prevention of hospitalisation for chronic obstructive pulmonary disease","year":2007,"lang":"en","type":"article","venue":"Pulmonary Pharmacology & Therapeutics","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; COPD; Etanercept; Internal medicine; Cohort; Infliximab; Odds ratio; Cohort study; Confidence interval; Rate ratio; Disease; Tumor necrosis factor alpha","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009387405,0.0003377857,0.0004961284,0.0002115524,0.0002956581,0.00001583215,0.0002502119,0.0001609738,0.0001295204],"category_scores_gemma":[0.00002134256,0.0002674487,0.0003034397,0.000331941,0.001642464,0.0002079894,0.0001439086,0.0003799847,0.000005673841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004638614,"about_ca_system_score_gemma":0.0004942313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001655633,"about_ca_topic_score_gemma":0.000003507771,"domain_scores_codex":[0.9974974,0.0002368071,0.0005984831,0.0005660349,0.0004455911,0.0006556771],"domain_scores_gemma":[0.9979935,0.0006361511,0.0003031509,0.0003902967,0.0003613834,0.0003155446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04683207,0.002739256,0.07820352,0.002758006,0.001701501,0.0005131831,0.000876408,0.00006962417,0.1773431,0.003662925,0.0001999526,0.6851004],"study_design_scores_gemma":[0.009840892,0.0005491661,0.9081701,0.000113827,0.004165671,0.0003348933,0.0008964011,0.01742326,0.02042983,0.01373379,0.02381997,0.0005222119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96378,0.02227554,0.001393631,0.006103672,0.000708422,0.004663693,0.0001604412,0.00008235497,0.0008322791],"genre_scores_gemma":[0.9953545,0.001612866,0.0003418926,0.0007812764,0.000680274,0.0003012976,0.0001942556,0.00006855191,0.0006650572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8299665,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661667350288058,"score_gpt":0.3465043384943015,"score_spread":0.3198876649914209,"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."}}