{"id":"W1574783485","doi":"10.1111/j.1469-0691.2009.02955.x","title":"Can C-reactive protein, procalcitonin and mid-regional pro-atrial natriuretic peptide measurements guide choice of in-patient or out-patient care in acute pyelonephritis? Biomarkers In Sepsis (BIS) multicentre study","year":2009,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Procalcitonin; Sepsis; Medicine; Atrial natriuretic peptide; Intensive care medicine; Natriuretic peptide; Brain natriuretic peptide; C-reactive protein; Internal medicine; Inflammation; Heart failure","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":[],"consensus_categories":[],"category_scores_codex":[0.0005035535,0.0002389532,0.0007160224,0.0003412266,0.00007141429,0.000003220294,0.00004533908,0.0005032588,0.000005919108],"category_scores_gemma":[0.001131357,0.0001911825,0.00009010312,0.0002742171,0.0004092187,0.00006681208,0.00006847021,0.0005896002,0.000001045149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358931,"about_ca_system_score_gemma":0.0001878336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004636965,"about_ca_topic_score_gemma":0.01302557,"domain_scores_codex":[0.9973939,0.0006331827,0.00100141,0.0005778097,0.00006675749,0.0003269076],"domain_scores_gemma":[0.9989772,0.0003627436,0.000296617,0.0001303536,0.0001568516,0.00007625695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009210953,0.001628844,0.9705555,0.00003596862,0.0004897747,0.00007079765,0.002197116,0.000002687257,0.008718484,6.572192e-7,0.0001426641,0.006946485],"study_design_scores_gemma":[0.01481802,0.01427928,0.9678673,0.0001084859,0.000379183,0.00006208248,0.000752573,0.000005824583,0.0009751543,0.00001642369,0.0005452416,0.0001904273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949232,0.001280066,6.903713e-7,0.0008304761,0.000248174,0.002643894,0.00001397206,0.00001684856,0.00004270744],"genre_scores_gemma":[0.9987945,0.0003185525,0.0001108757,0.0005673582,0.00007342707,0.00008649225,0.00003049302,0.000007853302,0.00001048095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01265043,"threshold_uncertainty_score":0.7796198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435857960461658,"score_gpt":0.3542122634667918,"score_spread":0.3098536838621752,"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."}}