{"id":"W4206827517","doi":"10.1186/s13054-022-03889-2","title":"The prognostic utility of protein C as a biomarker for adult sepsis: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Biomarker; Sepsis; Cochrane Library; Meta-analysis; Internal medicine; Intensive care medicine; MEDLINE; Observational study","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007118354,0.0004356252,0.007669577,0.0001105476,0.0001763735,0.00003912724,0.0001790118,0.0001336775,0.0008462178],"category_scores_gemma":[0.01548307,0.0002043919,0.004867606,0.000615349,0.0001741778,0.00001907687,0.0001039599,0.0001959417,0.000006419749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008584306,"about_ca_system_score_gemma":0.000217802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001873413,"about_ca_topic_score_gemma":0.000009522476,"domain_scores_codex":[0.9966666,0.000751111,0.00124911,0.000570973,0.0004826332,0.0002796213],"domain_scores_gemma":[0.993735,0.004076327,0.000281506,0.0009686904,0.0007592724,0.0001792018],"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":[0.00000501655,0.0001376913,0.000003022269,0.8907194,0.1037355,0.00001767319,0.00002289592,4.162416e-10,2.217997e-9,0.0005178596,0.0001708518,0.004670113],"study_design_scores_gemma":[0.0001115989,0.0002470219,0.000003671956,0.0515118,0.9008242,0.00003031569,0.0002517717,0.000002256641,2.428007e-7,0.00005057003,0.04681844,0.0001481468],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.965956e-7,0.9816679,0.000005205817,0.001317306,0.00001745392,0.01604527,0.0006955633,0.00002072947,0.0002299887],"genre_scores_gemma":[0.0008642328,0.9545655,0.0001037218,0.0005625473,0.000008685292,0.04351486,0.0002607767,0.00003773125,0.00008193107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8392076,"threshold_uncertainty_score":0.99281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3383146889249047,"score_gpt":0.4801027345566903,"score_spread":0.1417880456317856,"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."}}