{"id":"W4389122663","doi":"10.1093/clinchem/hvad154","title":"Eye Catching Advancement for Creutzfeldt–Jakob Disease Diagnostics","year":2023,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Prion Diseases and Protein Misfolding","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care; University of British Columbia","funders":"","keywords":"Columbia university; Medicine; Library science; Gerontology; History; Classics; Family medicine; Sociology; Media studies; Computer science","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":[0.01156811,0.001673262,0.001167199,0.003982703,0.001390188,0.005238357,0.002738379,0.007710821,0.05563858],"category_scores_gemma":[0.02362698,0.0005762969,0.001318321,0.00153307,0.001861669,0.007562253,0.004347446,0.008044793,0.04005039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002628597,"about_ca_system_score_gemma":0.003110116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003547166,"about_ca_topic_score_gemma":0.003708957,"domain_scores_codex":[0.9938648,0.00140186,0.0003993992,0.0009152597,0.002895115,0.0005235533],"domain_scores_gemma":[0.9829485,0.004550409,0.001050357,0.001263632,0.007515995,0.002671236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000275476,0.00008400255,0.001718289,0.0008355226,0.00004861231,0.0007096129,0.0001649489,0.000163134,0.003062121,0.01990773,0.4996257,0.4734048],"study_design_scores_gemma":[0.00002512583,0.0000899029,0.0009026171,0.001154726,0.00003421486,0.001249135,0.00009364521,0.0002571116,0.0009115284,0.007635085,0.9876174,0.00002949216],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00445523,0.3733076,0.04965586,0.3189897,0.06366035,0.0004557988,0.004641464,0.008157517,0.1766764],"genre_scores_gemma":[0.07068042,0.3839123,0.1166125,0.1845486,0.06232059,0.0006534626,0.008238726,0.002771571,0.1702617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05563858,"threshold_uncertainty_score":0.1861296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205413461981791,"score_gpt":0.4058305797392368,"score_spread":0.3637764451194189,"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."}}