{"id":"W2113361528","doi":"","title":"Antibiotics and steroids for exacerbations of COPD in primary care: compliance with Dutch guidelines.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; COPD; Medical prescription; Exacerbation; Antibiotics; Medical record; Pulmonary disease; Primary care; Retrospective cohort study; Intensive care medicine; Internal medicine; Family medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003872684,0.0001005198,0.0005145427,0.0007745048,0.0003333719,0.001178543,0.0004931493,0.0009311767,0.001450464],"category_scores_gemma":[0.03674448,0.0003127058,0.0003138928,0.003024321,0.0003387031,0.0009587297,0.0004798124,0.0004090481,0.0001862799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828925,"about_ca_system_score_gemma":0.00335035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03595692,"about_ca_topic_score_gemma":0.05106638,"domain_scores_codex":[0.9920472,0.002690425,0.002512048,0.0005331941,0.001913948,0.0003031633],"domain_scores_gemma":[0.9706166,0.006593589,0.01978191,0.0005584542,0.001721796,0.0007276728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00022112,0.0001041166,0.9605808,0.001445081,0.0001090807,0.0008075392,0.001030002,0.00008598936,0.0001758981,0.00009129997,0.003103561,0.03224548],"study_design_scores_gemma":[0.00007972732,0.0001385405,0.9927915,0.0008345596,0.00007627451,0.001632407,0.000741685,0.0002428272,0.00005602882,0.00004244081,0.003355403,0.000008460321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319879,0.04964689,0.0005575387,0.007837275,0.0001831805,0.0002798993,0.0044837,0.00001539684,0.005008165],"genre_scores_gemma":[0.9855638,0.01026807,0.0009571258,0.0008280821,0.00009780114,0.0001445531,0.001718764,0.000007033043,0.0004148195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03595692,"threshold_uncertainty_score":0.07149523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04668757416798186,"score_gpt":0.2960673250192948,"score_spread":0.2493797508513129,"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."}}