{"id":"W2014327384","doi":"10.7326/0003-4819-136-7-200204020-00022","title":"Acute Exacerbations of Chronic Obstructive Pulmonary Disease","year":2002,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chronic bronchitis; COPD; Pulmonary disease; Intensive care medicine; Emergency department; Bronchitis; Levofloxacin; Internal medicine; Emergency medicine; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072393,0.0003695149,0.0008317711,0.0008719118,0.0006841922,0.001453454,0.0003987251,0.001800363,0.03989471],"category_scores_gemma":[0.008986052,0.0001801827,0.0005798797,0.0009468249,0.0002580468,0.0007640448,0.0006438326,0.002278217,0.01071525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008749143,"about_ca_system_score_gemma":0.001135933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060771,"about_ca_topic_score_gemma":0.004871773,"domain_scores_codex":[0.9984743,0.0004055553,0.0002432368,0.0001209343,0.0005850159,0.0001708573],"domain_scores_gemma":[0.9969859,0.0007739108,0.0004547316,0.00009369842,0.001295991,0.0003959305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002154543,0.00005864398,0.005584695,0.001277077,0.00006195704,0.001756501,0.00008208539,0.00001883337,0.0001916732,0.001007619,0.7776034,0.212142],"study_design_scores_gemma":[0.0001560871,0.000151312,0.02970019,0.003871853,0.0000705448,0.007067739,0.0002910252,0.00005303548,0.0001614498,0.001454752,0.9570015,0.0000204809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006901939,0.4430481,0.0008439526,0.2498474,0.0812775,0.0003842957,0.002152974,0.0001524372,0.2153914],"genre_scores_gemma":[0.07941269,0.4118368,0.001285058,0.174711,0.1147148,0.0005110551,0.00461237,0.00009872555,0.2128175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03989471,"threshold_uncertainty_score":0.1334611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04676535156876667,"score_gpt":0.3467845181223946,"score_spread":0.300019166553628,"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."}}