{"id":"W4389151394","doi":"10.1136/jnnp-2023-abn.3","title":"Sleep symptomatology in the National prion monitoring cohort","year":2023,"lang":"en","type":"article","venue":"","topic":"Prion Diseases and Protein Misfolding","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Cohort; Sleep (system call); Medicine; Computer science; Internal medicine","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":[0.0003601652,0.000154946,0.000352684,0.0004581626,0.0004205349,0.000383876,0.000215654,0.0002789752,0.0008584273],"category_scores_gemma":[0.001124109,0.0001947884,0.0002603177,0.0004924672,0.0001703965,0.0003418788,0.0003890457,0.0003338534,0.0001607983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002294159,"about_ca_system_score_gemma":0.0001686659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091247,"about_ca_topic_score_gemma":0.01516484,"domain_scores_codex":[0.9997905,0.00004091292,0.00002602091,0.00005737415,0.00005144664,0.00003372884],"domain_scores_gemma":[0.9995657,0.00004886867,0.000178134,0.00004755614,0.00006334845,0.00009638016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001022511,0.00001598758,0.9988382,0.000002572562,0.00001745471,0.0001315086,0.00007156512,0.00001458153,0.0002759035,0.000004747639,0.00006749015,0.0004578036],"study_design_scores_gemma":[0.000003290301,0.00005074379,0.9994729,0.000001512364,0.000004886071,0.000287502,0.00007344797,0.0000419173,0.00001763473,0.000003883875,0.00004090577,0.000001400771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995368,0.00003722478,0.00001633263,0.00001286595,0.000001498127,0.000005166077,0.0002357957,0.000001004297,0.0001533825],"genre_scores_gemma":[0.9992878,0.0000361575,0.00002518038,0.00001398079,0.000003075478,0.000008382818,0.0005164383,8.262773e-7,0.0001081499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091247,"threshold_uncertainty_score":0.02169794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753577765176466,"score_gpt":0.2997517123705508,"score_spread":0.2822159347187861,"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."}}