{"id":"W3159844297","doi":"","title":"The Utility of Immune Profiling on Formalin Fixed Nervous Tissue to Diagnose Canine Meningoencephalitis of Unknown Etiology","year":2021,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meningoencephalitis; Etiology; Medicine; Immune system; Pathology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009806635,0.0001859757,0.0001644129,0.002206849,0.0002214016,0.0004350297,0.0002447447,0.0002934279,0.0004959232],"category_scores_gemma":[0.001210219,0.0001544284,0.0001282928,0.000603682,0.0004633795,0.000442832,0.0002608382,0.0001816405,0.0001985636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331192,"about_ca_system_score_gemma":0.0001540565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294126,"about_ca_topic_score_gemma":0.002983789,"domain_scores_codex":[0.999693,0.00007123753,0.00005405615,0.00007958443,0.00005292858,0.00004915733],"domain_scores_gemma":[0.9993374,0.0001888871,0.0001697205,0.00007562769,0.0001824985,0.00004578171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007410629,0.00005598872,0.7739225,0.000180262,0.00004662017,0.004033953,0.000698304,0.0002129878,0.1879583,0.0001479805,0.0001952376,0.03180683],"study_design_scores_gemma":[0.000008631073,0.0005112774,0.9488105,0.00005998848,0.0001080105,0.01159001,0.001565388,0.0008659832,0.03444452,0.0001190284,0.001904784,0.00001183905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960521,0.001045861,0.001188424,0.00002711631,0.00001238323,0.00003823823,0.0002061214,0.0000106071,0.001419212],"genre_scores_gemma":[0.9950795,0.0007761245,0.00353929,0.0000335312,0.00001004744,0.00001266079,0.0003010923,0.000003117095,0.0002446332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002206849,"threshold_uncertainty_score":0.00518626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982074055257847,"score_gpt":0.2593729652206403,"score_spread":0.2395522246680618,"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."}}