{"id":"W4407153231","doi":"10.1002/jgf2.764","title":"Predicting 30‐day mortality in older patients with suspected infections by adding performance status to quick sequential organ failure assessment","year":2025,"lang":"en","type":"article","venue":"Journal of General and Family Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"Pfizer","keywords":"Medicine; Logistic regression; Confidence interval; Internal medicine; Pneumonia","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":[0.003154254,0.001071517,0.0005048355,0.001194414,0.0002127122,0.0007685265,0.0004477373,0.0004896529,0.001068288],"category_scores_gemma":[0.009151363,0.0002520502,0.001032531,0.0006973263,0.0002168887,0.0006142863,0.0007929837,0.0008266278,0.0003422378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003343471,"about_ca_system_score_gemma":0.0006463552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003468869,"about_ca_topic_score_gemma":0.004520541,"domain_scores_codex":[0.999157,0.0004005762,0.00008440152,0.0001409209,0.0001255794,0.00009159339],"domain_scores_gemma":[0.9958428,0.001709219,0.001261834,0.0001884772,0.0004728678,0.0005249116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001545096,0.0000322321,0.9968605,0.00001142145,0.00006044528,0.00001659845,0.00001484064,0.0005822334,0.00004404896,0.000008358876,0.0001061956,0.002108453],"study_design_scores_gemma":[0.00003338334,0.0004963081,0.9767349,0.0000418291,0.0001459933,0.0001525022,0.00007219898,0.02179862,0.0001686422,0.0001528581,0.0001894535,0.00001325084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975851,0.0005153099,0.0009465142,0.0001920567,0.00003362602,0.00001573855,0.000424148,0.00002358924,0.0002638694],"genre_scores_gemma":[0.9988657,0.0001244824,0.0004709163,0.00002103346,0.00002738813,0.000008470936,0.0004049032,0.000002155665,0.00007500288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003468869,"threshold_uncertainty_score":0.01668143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525224501619924,"score_gpt":0.3273395314613687,"score_spread":0.3020872864451695,"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."}}