{"id":"W2157838758","doi":"10.1186/1742-2094-9-242","title":"Changes in serum and cerebrospinal fluid cytokines in response to non-neurological surgery: an observational study","year":2012,"lang":"en","type":"article","venue":"Journal of Neuroinflammation","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Cerebrospinal fluid; Cytokine; Albumin; Serum albumin; Proinflammatory cytokine; Inflammation; Neurology; Perioperative; Internal medicine; Interleukin 6; Central nervous system; Blood–brain barrier; Anesthesia; Immunology","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":[0.00137009,0.0001269439,0.0003265372,0.0007864666,0.00002793343,0.0000183796,0.00005038415,0.0000544229,0.00001773631],"category_scores_gemma":[0.007477794,0.0001093678,0.00004113145,0.0003642301,0.00002620148,0.0003837075,0.00002972536,0.0002671581,0.000003620932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004791001,"about_ca_system_score_gemma":0.00006605987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000614103,"about_ca_topic_score_gemma":0.00009570821,"domain_scores_codex":[0.9984263,0.000405199,0.0004797921,0.0001303728,0.000337361,0.0002209528],"domain_scores_gemma":[0.9977595,0.0004258949,0.0001901155,0.0000931586,0.001377471,0.0001538887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005530221,0.0002974123,0.859954,0.00001514933,0.000007521036,0.0002506441,0.001178692,0.00002760907,0.1312474,0.000004867006,0.0001166592,0.001369865],"study_design_scores_gemma":[0.001359261,0.002595495,0.9919069,0.00008950437,0.00002188937,0.0003600873,0.001528234,0.0002032102,0.001723602,0.00001453645,0.0001089344,0.00008831012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881344,0.00001647496,0.00001591783,0.01118269,0.0001985791,0.0004259988,0.000002352518,0.000006224783,0.00001729988],"genre_scores_gemma":[0.9974975,0.00001191118,0.0001092478,0.002132035,0.0002116655,0.000007813208,0.000004099698,0.00001472374,0.00001101055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1319529,"threshold_uncertainty_score":0.8952158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09733831250201704,"score_gpt":0.3406600384000285,"score_spread":0.2433217258980114,"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."}}