{"id":"W2434804782","doi":"10.1017/cjn.2015.142","title":"Redefining true leukocytosis in the traumatic lumbar puncture","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging","funders":"","keywords":"Leukocytosis; Medicine; Cerebrospinal fluid; Lumbar puncture; CSF albumin; Gastroenterology; Meningitis; Internal medicine; White blood cell; Lumbar; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003001144,0.0004390895,0.0003409724,0.001142838,0.0001706159,0.0006748909,0.0004239225,0.0003663225,0.0007984483],"category_scores_gemma":[0.02822492,0.0002099491,0.0002339452,0.0005908397,0.0005920291,0.0009631219,0.0004343404,0.000439875,0.0003915497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002675953,"about_ca_system_score_gemma":0.0003563511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005640204,"about_ca_topic_score_gemma":0.0005899865,"domain_scores_codex":[0.9974883,0.0009602098,0.0004479278,0.0002838789,0.0006993155,0.0001204371],"domain_scores_gemma":[0.9882405,0.00580859,0.003795947,0.0005342631,0.00141082,0.0002098247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003168547,0.00002046044,0.9839116,0.00009685446,0.00003804388,0.001340064,0.0001129379,0.0005463448,0.00160644,0.00006201032,0.000183502,0.01176488],"study_design_scores_gemma":[0.00002388795,0.0009977564,0.9395899,0.0001822978,0.0001177013,0.03969959,0.0003717628,0.007634211,0.00954119,0.0001918749,0.001616791,0.00003304996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919214,0.001917902,0.004958715,0.0000899546,0.00003900946,0.00002500795,0.0001773235,0.00008822684,0.0007824097],"genre_scores_gemma":[0.9974571,0.0003034261,0.001950722,0.00003680724,0.00002711368,0.00001025833,0.0001208306,0.00001293358,0.00008089779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003001144,"threshold_uncertainty_score":0.0158717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0655583777600428,"score_gpt":0.272701679409462,"score_spread":0.2071433016494192,"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."}}