{"id":"W2810275570","doi":"10.1016/s2213-2600(18)30267-4","title":"Benefits of set length antibiotic treatment for pulmonary exacerbations","year":2018,"lang":"en","type":"letter","venue":"The Lancet Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Cystic fibrosis; Exacerbation; Epidemiology; Sputum; Intensive care medicine; Pulmonary function testing; Internal medicine; Lung; Antibiotics; Bronchiectasis; Lung function; Pathology; Tuberculosis","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":[0.003054966,0.0004465256,0.001382577,0.0005322805,0.00171637,0.002322349,0.00119664,0.02921769,0.01096333],"category_scores_gemma":[0.03874628,0.0003213471,0.001439155,0.0005578798,0.001893094,0.002293574,0.001119745,0.02172725,0.004875406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003224053,"about_ca_system_score_gemma":0.002599187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772806,"about_ca_topic_score_gemma":0.006593597,"domain_scores_codex":[0.9969086,0.001320495,0.0003780696,0.0002658425,0.0007425912,0.0003844269],"domain_scores_gemma":[0.9788102,0.0160003,0.001093169,0.000450972,0.001245501,0.002399805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001846903,0.0002897856,0.003729116,0.0002851009,0.000137264,0.003740581,0.0001476344,0.0001995938,0.0006595826,0.00814209,0.900999,0.07982331],"study_design_scores_gemma":[0.004416899,0.001505328,0.01516853,0.00215319,0.0004032615,0.006105883,0.0007595264,0.00129206,0.0005703928,0.04473972,0.9227183,0.0001668333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001334864,0.003907067,0.00005166771,0.9808111,0.009761546,0.000006181783,0.0000699,0.00001299143,0.004044598],"genre_scores_gemma":[0.02491798,0.003541568,0.0002018088,0.8805031,0.08651572,0.00003538979,0.00008828673,0.00001880615,0.004177278],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02921769,"threshold_uncertainty_score":0.03667599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188312145297141,"score_gpt":0.3618187525166144,"score_spread":0.2429875379869003,"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."}}