{"id":"W4389193932","doi":"10.1186/s13054-023-04750-w","title":"Prognostic differences in sepsis caused by gram-negative bacteria and gram-positive bacteria: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai University of Traditional Chinese Medicine","keywords":"Medicine; Procalcitonin; Meta-analysis; Sepsis; Internal medicine; Cochrane Library; Publication bias; Funnel plot; Subgroup analysis","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"],"consensus_categories":[],"category_scores_codex":[0.000300034,0.0008485839,0.0124871,0.0003544012,0.00009155963,0.0001711823,0.0001288241,0.0003397441,0.0002420662],"category_scores_gemma":[0.002786265,0.0005047751,0.001569529,0.00106186,0.0002578903,0.00007424452,0.0001306622,0.0003809755,0.00003078926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993474,"about_ca_system_score_gemma":0.0001013101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001008609,"about_ca_topic_score_gemma":0.0001030493,"domain_scores_codex":[0.9957938,0.001003826,0.001303768,0.001044005,0.000394733,0.000459917],"domain_scores_gemma":[0.994449,0.004083862,0.0002477361,0.0005245485,0.0003001405,0.0003947384],"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":[0.000002595614,0.0001553787,0.0002115011,0.9271391,0.07128914,0.0002559648,0.0002589677,7.660744e-10,8.024141e-8,0.00007199727,0.00008604627,0.0005292139],"study_design_scores_gemma":[0.0002223347,0.0002648023,0.0009434786,0.1198656,0.8776293,0.00003130574,0.0003844347,6.532528e-7,8.00889e-7,0.00002597926,0.0002318681,0.0003994353],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001705969,0.9913937,0.000001868489,0.0007075967,0.00003670152,0.005614068,0.001992346,0.00005471373,0.00002843294],"genre_scores_gemma":[0.006600308,0.9860596,0.00007262509,0.0004251657,0.00001955799,0.005619161,0.001056023,0.0000719387,0.00007560498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8072735,"threshold_uncertainty_score":0.9997404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2373150751183895,"score_gpt":0.4315129936576003,"score_spread":0.1941979185392108,"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."}}