{"id":"W2905386555","doi":"10.1136/jech-2018-ssmabstracts.103","title":"RF14 A systematic review of 30-day readmissions in adults hospitalised with community-acquired pneumonia","year":2018,"lang":"en","type":"review","venue":"Oral Presentations","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Pneumonia; Community-acquired pneumonia; Confidence interval; Subgroup analysis; Mortality rate; MEDLINE; Internal medicine; Emergency medicine; Pediatrics","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":[0.01154462,0.001916902,0.01128836,0.01117478,0.00080973,0.002726715,0.001875404,0.001731792,0.006891687],"category_scores_gemma":[0.04340111,0.0009067234,0.01430252,0.0111839,0.0007684182,0.002042225,0.00171081,0.001126958,0.0004382916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004179427,"about_ca_system_score_gemma":0.01137892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009369795,"about_ca_topic_score_gemma":0.03001904,"domain_scores_codex":[0.984591,0.005083044,0.006818361,0.0009411276,0.002207979,0.0003584406],"domain_scores_gemma":[0.9774249,0.01456843,0.005062987,0.0004243784,0.002295693,0.0002238077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00028293,0.00001154354,0.0008927247,0.9590995,0.02550902,0.0000863856,0.0001206287,0.00007644973,0.0001185283,0.00008745566,0.001070208,0.01264475],"study_design_scores_gemma":[0.000622196,0.0003023462,0.007243366,0.7400366,0.2360461,0.0003048691,0.0002020514,0.0001008967,0.0002178802,0.0002608411,0.01461785,0.00004502773],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002728682,0.9932606,0.0002401482,0.0003445419,0.000200227,0.001065401,0.001592898,0.00001785433,0.0005496168],"genre_scores_gemma":[0.04379257,0.9494274,0.001404681,0.001184453,0.0002059922,0.002333727,0.001200321,0.00001617798,0.000434593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01154462,"threshold_uncertainty_score":0.06105447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0788784953875738,"score_gpt":0.4034073379239485,"score_spread":0.3245288425363747,"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."}}