{"id":"W2198963617","doi":"10.1155/2003/392617","title":"Antimicrobials in Acute Exacerbations of Chronic Obstructive Pulmonary Disease ‐ An Analysis of the Time to Next Exacerbation Before and After Implementation of Standing Orders","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Exacerbation; Pulmonary disease; Medicine; Intensive care medicine; Acute exacerbation of chronic obstructive pulmonary disease; COPD; Internal medicine","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":[0.0005455743,0.0001756913,0.0003118151,0.0004550014,0.0004207699,0.0003950996,0.0002603805,0.0003968959,0.0007104059],"category_scores_gemma":[0.00475566,0.0001713253,0.0003048841,0.0006407913,0.00020529,0.0002638396,0.0002371032,0.0005726186,0.00008042015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423459,"about_ca_system_score_gemma":0.001274044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04028575,"about_ca_topic_score_gemma":0.07764883,"domain_scores_codex":[0.9992299,0.000131661,0.0001041767,0.00007722398,0.000268333,0.0001886055],"domain_scores_gemma":[0.9960176,0.0008044355,0.002137706,0.00007312728,0.000463913,0.0005032255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004539495,0.0001031176,0.9948066,0.0000450909,0.00003652857,0.0001155615,0.0000974505,0.00005488083,0.0002333297,0.000006468573,0.0001058642,0.003941209],"study_design_scores_gemma":[0.00001050267,0.0002498478,0.9993823,0.000009368179,0.00001092467,0.00009105787,0.00007276305,0.00006208347,0.00004472084,0.000002490536,0.00006180134,0.000002131848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992349,0.0004544849,0.00001931633,0.00003599434,0.000003849486,0.00001201384,0.00009548895,0.000001428118,0.0001425691],"genre_scores_gemma":[0.9993625,0.0001988019,0.00005481717,0.0000246944,0.000006404491,0.00001255526,0.0002564272,6.795167e-7,0.00008300632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04028575,"threshold_uncertainty_score":0.08010256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006056855018074685,"score_gpt":0.2699737721666586,"score_spread":0.263916917148584,"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."}}