{"id":"W4404292930","doi":"10.2139/ssrn.5012895","title":"Pathogen-Specific Host Response in Critically Ill Patients with Blood Stream Infections","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Saint-Luc","funders":"","keywords":"Critically ill; Blood stream; Pathogen; Host (biology); Host response; Intensive care medicine; Medicine; Biology; Immunology; Ecology; Internal medicine; Immune system","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":[0.0002989241,0.0001907446,0.0005381295,0.0002827068,0.0001777268,0.0005336564,0.0001080886,0.0004187739,0.002258134],"category_scores_gemma":[0.002003484,0.00007691223,0.0001332814,0.0002780103,0.0001671217,0.0002451155,0.0002475411,0.0004947609,0.0002589997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965819,"about_ca_system_score_gemma":0.0003048745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002352444,"about_ca_topic_score_gemma":0.000244528,"domain_scores_codex":[0.9997545,0.0001070548,0.00003166376,0.00002547634,0.00003815258,0.00004309808],"domain_scores_gemma":[0.9994466,0.0002144056,0.0001643267,0.0000191888,0.00005431056,0.0001012204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009492813,0.0006905611,0.8987684,0.0005076607,0.0001657294,0.005709035,0.0007496041,0.0005260232,0.01394385,0.0004388557,0.002915181,0.06609224],"study_design_scores_gemma":[0.00009707097,0.003325799,0.9861055,0.0001251049,0.0001136346,0.004162861,0.0009036071,0.0008822198,0.001821669,0.0005856429,0.001858237,0.00001859374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951739,0.002029943,0.0001872247,0.000517439,0.00008377653,0.00002154348,0.0001617289,0.000009956858,0.001814624],"genre_scores_gemma":[0.9980639,0.0008503122,0.0001956803,0.0002329597,0.0001656934,0.00001716871,0.0001483552,0.000002513785,0.0003234395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002258134,"threshold_uncertainty_score":0.007554173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769469266354849,"score_gpt":0.2874139495623401,"score_spread":0.2697192568987916,"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."}}