{"id":"W2183084879","doi":"10.1155/2001/508015","title":"Economic Impact of Using an Immunostimulating Agent to Prevent Severe Acute Exacerbations in Patients with Chronic Obstructive Pulmonary Disease","year":2001,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Placebo; Exacerbation; Internal medicine; Pulmonary disease; Randomized controlled trial; Intensive care medicine; Acute exacerbation of chronic obstructive pulmonary disease","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004071328,0.0002389172,0.0003311712,0.0007402456,0.000936248,0.00002130229,0.0002491498,0.0001260355,0.00067342],"category_scores_gemma":[0.0001151243,0.00020425,0.0001101307,0.0003475909,0.00004682443,0.0004535819,0.00003727457,0.0006072466,0.00002929124],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009712548,"about_ca_system_score_gemma":0.02908407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01407673,"about_ca_topic_score_gemma":0.02355981,"domain_scores_codex":[0.99704,0.0006120236,0.0008592006,0.000291978,0.0002291998,0.0009676525],"domain_scores_gemma":[0.9954958,0.00008919412,0.0004291117,0.0003483186,0.0002376571,0.003399939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000312836,0.00008263026,0.9460613,0.00004066886,0.00004331272,0.0001611386,0.0002056413,0.05033333,0.00001430367,0.000004145208,0.0001505168,0.002590248],"study_design_scores_gemma":[0.001081986,0.000350658,0.9959874,0.0002275355,0.00005966424,0.000006819905,0.0001781988,0.0005381901,4.099248e-7,0.00002900962,0.001304473,0.0002357279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974935,0.0005170243,0.00002033958,0.00003280304,0.0002370391,0.00102623,0.0004979238,0.00001140287,0.0001637118],"genre_scores_gemma":[0.9986371,0.00001493522,0.00005595859,0.0006349572,0.0005293289,0.00003287244,0.00002247557,0.00004261886,0.00002974705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04992609,"threshold_uncertainty_score":0.9942577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0365191318108869,"score_gpt":0.3641033160949763,"score_spread":0.3275841842840894,"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."}}