{"id":"W2944167373","doi":"10.1177/1941874419847364","title":"Cerebrospinal Fluid in Posterior Reversible Encephalopathy Syndrome","year":2019,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Neurological Complications and Syndromes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Cerebrospinal fluid; Posterior reversible encephalopathy syndrome; Encephalopathy; Pathology; Magnetic resonance imaging; Internal medicine; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001335976,0.0001412404,0.000265822,0.00007183573,0.00006656629,0.0000311937,0.0002647238,0.00004860587,0.0004978125],"category_scores_gemma":[0.00004738963,0.00009214105,0.00009262234,0.0003378173,0.00009320671,0.00008179775,0.0001104609,0.0002513684,0.0008210866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002760389,"about_ca_system_score_gemma":0.00002835253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004225567,"about_ca_topic_score_gemma":0.000002050782,"domain_scores_codex":[0.9988943,0.00006010637,0.0002410878,0.00032794,0.0002109397,0.0002656661],"domain_scores_gemma":[0.999131,0.00006440789,0.0000534357,0.0006368749,0.00003629187,0.00007802991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004880969,0.000770397,0.9110576,0.0002132846,0.00003674018,0.00174789,0.0003788277,0.00002324593,0.07556403,0.005691116,0.00233954,0.001689218],"study_design_scores_gemma":[0.0006155032,0.001417149,0.9920118,0.00003552136,0.00001902954,0.001862687,0.00003593089,0.00008145618,0.0002757208,0.0003995796,0.003129131,0.0001164603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854759,0.0001119531,0.00000194509,0.006390011,0.0002343142,0.0006030046,0.000006729703,0.00006039087,0.00711576],"genre_scores_gemma":[0.9947391,0.00002002666,0.00005191159,0.0027183,0.00002311891,0.0000244695,0.000007700081,0.00001798184,0.002397437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08095421,"threshold_uncertainty_score":0.9999569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166208775787107,"score_gpt":0.242399769739157,"score_spread":0.2307376819812859,"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."}}