{"id":"W2162330897","doi":"","title":"Antibiotics in acute exacerbations of chronic obstructive pulmonary disease.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pulmonary disease; Antibiotics; Medical prescription; Medicine; Respiratory tract infections; Intensive care medicine; Respiratory tract; Disease; Respiratory system; Internal medicine; Pharmacology; Microbiology","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":[0.000718713,0.0002213778,0.0004295306,0.0006240957,0.0006090489,0.0005591982,0.0001771776,0.001297396,0.003063311],"category_scores_gemma":[0.004924202,0.0001381156,0.0002752788,0.0008666769,0.0002758726,0.0005764716,0.0003401534,0.001064306,0.0006157644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005080877,"about_ca_system_score_gemma":0.001222672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005474592,"about_ca_topic_score_gemma":0.01387434,"domain_scores_codex":[0.9990503,0.0002886693,0.0002072359,0.0000731974,0.0002652318,0.0001154024],"domain_scores_gemma":[0.998095,0.0006767319,0.0006238134,0.00004098462,0.0002204158,0.0003430482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009872299,0.0007837159,0.5255281,0.003846549,0.0001070234,0.00566445,0.001536485,0.00008581427,0.0009026697,0.001708683,0.09547079,0.3633785],"study_design_scores_gemma":[0.0001606321,0.0006609586,0.9046233,0.002446844,0.0001704217,0.01130554,0.001211626,0.0001405194,0.0002120621,0.000966368,0.07808629,0.00001553609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1790981,0.6797377,0.0002644784,0.06735713,0.005774208,0.0002054663,0.001767214,0.00004460911,0.06575109],"genre_scores_gemma":[0.6686026,0.279679,0.0008940804,0.02830456,0.009953225,0.0001946216,0.001324148,0.00001699442,0.01103084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005474592,"threshold_uncertainty_score":0.01088548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819454802052621,"score_gpt":0.2727924671750215,"score_spread":0.2545979191544953,"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."}}