{"id":"W1904446208","doi":"10.1186/s12987-015-0020-z","title":"Hepatocyte growth factor in cerebrospinal fluid differentiates community-acquired or nosocomial septic meningitis from other causes of pleocytosis","year":2015,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Liver physiology and pathology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineering Link (Canada)","funders":"Forskningsrådet i Sydöstra Sverige","keywords":"Meningitis; Medicine; Cerebrospinal fluid; Aseptic meningitis; Hepatocyte growth factor; Internal medicine; Viral meningitis; Immunology; Pathology; Gastroenterology; Receptor; Surgery; Bacterial meningitis","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":[0.0001259643,0.0001478113,0.0004826092,0.00005970928,0.00008829989,0.000004645677,0.0001878164,0.000145137,0.0002498409],"category_scores_gemma":[0.0002146977,0.00009051628,0.00008828999,0.0001028321,0.0004093306,0.0000527506,0.00016381,0.0001777206,0.000002128018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002583406,"about_ca_system_score_gemma":0.0001078276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725359,"about_ca_topic_score_gemma":0.0002957016,"domain_scores_codex":[0.9989763,0.0003291117,0.0002661489,0.0001353295,0.0001193944,0.0001737084],"domain_scores_gemma":[0.99924,0.0001696431,0.00009335243,0.0003038596,0.00006949046,0.0001236296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001499575,0.0001088343,0.6730582,0.00008199969,0.0001800822,0.000006664339,0.007189075,7.535895e-7,0.3172925,0.0000828059,0.000453427,0.00004614479],"study_design_scores_gemma":[0.004407956,0.001494813,0.7103518,0.0002718845,0.0002259427,0.00001886269,0.001748926,0.0001038787,0.2798644,0.001244069,0.00009127958,0.0001762241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987881,0.0001989463,0.00001165543,0.000181295,0.0001782875,0.0002004208,0.0003203259,0.00001287172,0.0001081509],"genre_scores_gemma":[0.9994649,0.00003106407,0.0001397567,0.0001807548,0.00005860797,0.00000913628,0.00001774068,0.00001495356,0.0000830698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03742803,"threshold_uncertainty_score":0.3691147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04342835915395169,"score_gpt":0.2735761032292025,"score_spread":0.2301477440752508,"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."}}