{"id":"W6901564817","doi":"10.60692/vxtqa-f6p81","title":"The prognostic value of neutrophil-to-lymphocyte ratio in patients with traumatic brain injury: A systematic review","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Univariate; Traumatic brain injury; Multivariate analysis; Multivariate statistics; Biomarker; MEDLINE; Systematic review; Pooling","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":[0.006624738,0.001483287,0.009913084,0.007770717,0.000495015,0.002406463,0.001906398,0.001842911,0.003484188],"category_scores_gemma":[0.03636358,0.0009004583,0.01181279,0.007768577,0.0008244751,0.001787633,0.001163881,0.0009591701,0.0002714234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204441,"about_ca_system_score_gemma":0.00615035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006766799,"about_ca_topic_score_gemma":0.01733452,"domain_scores_codex":[0.994103,0.00181181,0.002427117,0.0005929921,0.0009034105,0.0001616698],"domain_scores_gemma":[0.9735568,0.0198548,0.004507688,0.0003467781,0.001501796,0.0002322208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004327818,0.00001939636,0.002899773,0.9380582,0.03604588,0.0000913297,0.0001039203,0.0001283346,0.000106258,0.0001009642,0.0007356494,0.02127738],"study_design_scores_gemma":[0.0005630099,0.000371796,0.01356414,0.5179754,0.456392,0.0005564599,0.0002057687,0.0002327929,0.000208239,0.0003755186,0.009486167,0.00006874817],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001988078,0.9968448,0.0001420418,0.0001534499,0.00005749526,0.0001895954,0.000476034,0.000008899933,0.0001396941],"genre_scores_gemma":[0.04629025,0.9511534,0.0007346523,0.0005026349,0.000120176,0.0005672674,0.0005077877,0.000008777108,0.0001151473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009913084,"threshold_uncertainty_score":0.03503543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797791531879543,"score_gpt":0.221478320474346,"score_spread":0.2035004051555505,"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."}}