{"id":"W4391347915","doi":"10.1007/s13760-023-02441-5","title":"Serum level of YWHAG as a diagnostic marker of cognitive impairment in Parkinson’s disease patients","year":2024,"lang":"en","type":"article","venue":"Acta Neurologica Belgica","topic":"14-3-3 protein interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Parkinson's disease; Biomarker; Dementia; Internal medicine; Receiver operating characteristic; Cognitive impairment; Cognition; Medicine; Correlation; Oncology; Disease; Psychology; Psychiatry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001076966,0.000174015,0.0001823466,0.00009160185,0.00002818169,0.00001312886,0.000184565,0.0001119858,0.0002141102],"category_scores_gemma":[0.001571825,0.0001488422,0.0001315526,0.0001714681,0.0001079373,0.000008827924,0.0002183871,0.0001644192,0.00001537488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001282482,"about_ca_system_score_gemma":0.00008381096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003916253,"about_ca_topic_score_gemma":0.00002284437,"domain_scores_codex":[0.9986742,0.0001539691,0.0003240927,0.0004417662,0.0001686671,0.0002372831],"domain_scores_gemma":[0.9991116,0.000334069,0.0001037959,0.0002543803,0.0000975438,0.00009859145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003149301,0.003168499,0.8991061,0.0002979704,0.0002812902,0.0003016804,0.0003177368,0.00003720633,0.08229799,0.00009491035,0.006047343,0.004899969],"study_design_scores_gemma":[0.000596501,0.001825107,0.9728701,0.0001336791,0.00005331235,0.000006915845,0.00002768106,0.00003981961,0.01486594,0.0001954473,0.009221986,0.000163566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970804,0.0004121506,0.00001600731,0.0005746282,0.0001716051,0.0005615446,0.0006420792,0.00001398247,0.00052758],"genre_scores_gemma":[0.9987056,0.0003203498,0.00002970377,0.0003985804,0.00003499969,0.000165557,0.0001105348,0.00002080467,0.0002139004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07376394,"threshold_uncertainty_score":0.6069607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002647239431419,"score_gpt":0.2731190529580433,"score_spread":0.2530925805637291,"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."}}