{"id":"W4401332184","doi":"10.1186/s13643-024-02621-1","title":"Predictors of mortality in severe pneumonia patients: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Henan University; National Natural Science Foundation of China","keywords":"Medicine; Odds ratio; Confidence interval; Meta-analysis; Internal medicine; Pneumonia; Cochrane Library; ARDS; Septic shock; Comorbidity; Sepsis; Lung","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.00910153,0.001216043,0.05804409,0.001143032,0.00003481726,0.00005147475,0.0004039308,0.0004007716,0.000159899],"category_scores_gemma":[0.005501904,0.0005842271,0.009958494,0.00399468,0.00009395504,0.0001072452,0.0001922564,0.0006900694,0.0003042418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158723,"about_ca_system_score_gemma":0.0001771837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004921683,"about_ca_topic_score_gemma":0.00004153534,"domain_scores_codex":[0.9805493,0.005992549,0.01135879,0.0009281223,0.0008400657,0.0003312149],"domain_scores_gemma":[0.9904432,0.000875563,0.005306032,0.002885,0.0002892025,0.0002009516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[1.983497e-7,0.00009075287,0.00002743152,0.818575,0.1805735,0.000009249611,0.00004049922,3.959972e-8,7.322594e-9,0.00002878112,0.0006186249,0.00003596155],"study_design_scores_gemma":[0.0000421322,0.00003217854,0.000001322722,0.4727142,0.5180011,0.00007040494,0.000004199784,4.613101e-7,8.80648e-9,0.000004578141,0.008932384,0.0001970492],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001183785,0.9275936,0.000007483103,0.00001681758,0.0001798798,0.07160793,0.0001777767,0.00005002201,0.0003652529],"genre_scores_gemma":[0.000007855989,0.9772013,0.00007926321,0.0001147787,0.00002932218,0.02157853,0.0001249552,0.00008961662,0.0007743615],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3458607,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385364161371045,"score_gpt":0.4148216569366457,"score_spread":0.2762852407995412,"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."}}