{"id":"W2898638500","doi":"10.1093/ofid/ofy210.754","title":"747. Antibiotic Therapy for Community-Acquired Pneumonia: A Systematic Review and Network Meta-Analysis of Randomized Trials","year":2018,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University Health Network; Impact","funders":"","keywords":"Medicine; Meta-analysis; Pneumonia; Randomized controlled trial; Intensive care medicine; Antibiotic therapy; Systematic review; Community-acquired pneumonia; Antibiotics; MEDLINE; Internal medicine; Political science; 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":[0.04174659,0.003464393,0.01735868,0.01074801,0.0007101616,0.003698552,0.002235626,0.002693617,0.006244951],"category_scores_gemma":[0.09237699,0.001807423,0.04168309,0.008497074,0.0009083071,0.003024926,0.001810751,0.002289492,0.0005358216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003711276,"about_ca_system_score_gemma":0.004174546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007179275,"about_ca_topic_score_gemma":0.01186511,"domain_scores_codex":[0.9372854,0.04644421,0.009489824,0.003014097,0.003193246,0.0005732147],"domain_scores_gemma":[0.9472811,0.04180849,0.00705404,0.001277815,0.002176994,0.000401541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001554231,0.00002847787,0.003574257,0.2245223,0.7576998,0.00006309631,0.00005016703,0.000975089,0.00007511259,0.0002530654,0.0007239332,0.01048043],"study_design_scores_gemma":[0.001682314,0.0002130354,0.002825362,0.02835419,0.9633658,0.00005917682,0.00003941613,0.0009448316,0.00006904859,0.0008203827,0.001595486,0.00003094601],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005657715,0.9865637,0.003296918,0.0007564836,0.0004622781,0.001356186,0.001191936,0.0000751532,0.0006397649],"genre_scores_gemma":[0.3809934,0.5868672,0.01770776,0.002401869,0.0007332408,0.00820563,0.002276038,0.0001031445,0.0007117876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04174659,"threshold_uncertainty_score":0.2207798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1951590910229608,"score_gpt":0.4372025968003324,"score_spread":0.2420435057773715,"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."}}