{"id":"W4385445169","doi":"10.3390/biomedicines11082156","title":"Analysis of Calprotectin as an Early Marker of Infections Is Economically Advantageous in Intensive Care-Treated Patients","year":2023,"lang":"en","type":"article","venue":"Biomedicines","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Calprotectin; Procalcitonin; Medicine; Intensive care medicine; Biomarker; Sepsis; Antibiotics; Internal medicine; Intensive care; Emergency medicine; Microbiology; Disease; Biology","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":[0.001610775,0.0002851961,0.0005168989,0.0005350548,0.0001602759,0.0009758975,0.0002749237,0.0004633252,0.001717281],"category_scores_gemma":[0.009470994,0.0001279183,0.0008043319,0.0006001854,0.000313464,0.0005054505,0.000556595,0.0007716973,0.0001156091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009214929,"about_ca_system_score_gemma":0.001008084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00088852,"about_ca_topic_score_gemma":0.001135256,"domain_scores_codex":[0.9982224,0.001141585,0.0001008549,0.00009876998,0.0003497236,0.00008658301],"domain_scores_gemma":[0.99453,0.003280589,0.00133749,0.000214169,0.0002830473,0.0003547656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03190067,0.002469627,0.5853344,0.001071154,0.001766597,0.001909085,0.0002613219,0.02493431,0.01582403,0.004383308,0.002037271,0.3281082],"study_design_scores_gemma":[0.0008337579,0.01215473,0.9383604,0.0004768232,0.001344191,0.001828607,0.0004493553,0.02533255,0.00759578,0.005024046,0.006504519,0.00009524094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823098,0.007219546,0.003979262,0.002343591,0.00008878778,0.0001262243,0.0004764764,0.00001330172,0.003442973],"genre_scores_gemma":[0.9971675,0.0009436913,0.001300138,0.0001796475,0.00005122278,0.00002759764,0.000152038,0.000001700549,0.0001765268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001717281,"threshold_uncertainty_score":0.008518696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201987777659075,"score_gpt":0.3409564205278985,"score_spread":0.3089365427513078,"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."}}