{"id":"W3041087218","doi":"10.1017/cjn.2020.139","title":"Prospective Study Demonstrates Utility of EP-QuIC in Creutzfeldt–Jakob Disease Diagnoses","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Prion Diseases and Protein Misfolding","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medical diagnosis; Medicine; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001959206,0.0004431485,0.0002928313,0.0009064077,0.0009281539,0.001322716,0.0007164297,0.0006580116,0.001362809],"category_scores_gemma":[0.01100172,0.000272042,0.0002992467,0.0008868601,0.0008261171,0.0005788981,0.0004260657,0.0007945793,0.0004763435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576299,"about_ca_system_score_gemma":0.001658175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1850128,"about_ca_topic_score_gemma":0.1711314,"domain_scores_codex":[0.9984994,0.0002636793,0.00009382125,0.0003750467,0.0004798476,0.0002882546],"domain_scores_gemma":[0.9941221,0.001491902,0.001019084,0.0006384757,0.0019906,0.0007379075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000220083,0.0000261766,0.9982272,0.000002559568,0.00001433766,0.0001304703,0.0001149395,0.00003620362,0.0002085346,0.00002435638,0.00006666184,0.0009285962],"study_design_scores_gemma":[0.000007250965,0.0001723584,0.9986557,0.000003753419,0.00001863649,0.0003031772,0.0001367181,0.0002243887,0.0001696596,0.00001806846,0.0002850619,0.000005335239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973699,0.0001845081,0.00007529604,0.00004102126,0.000008532822,0.00002212444,0.0004334653,0.000006753578,0.001858388],"genre_scores_gemma":[0.9994715,0.00004327919,0.00004487492,0.00001801308,0.000004239782,0.00000329017,0.0002124733,0.000002002082,0.0002002347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1850128,"threshold_uncertainty_score":0.3678718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03315366722099301,"score_gpt":0.2812263252509039,"score_spread":0.2480726580299109,"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."}}