{"id":"W7099916210","doi":"","title":"Research Article Rapid Screening for Cognitive Impairment in Parkinson’s Disease: A Pilot Study YanHong Dong,1,2,3,4 Way Inn Koay,1","year":2016,"lang":"en","type":"article","venue":"","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Dementia; Montreal Cognitive Assessment; Clinical Dementia Rating; Cognition; Attribution; Mini–Mental State Examination","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":[0.001289984,0.0001727244,0.0003545405,0.0002092221,0.0001326606,0.00003376054,0.0001041091,0.00004147693,0.0006992611],"category_scores_gemma":[0.003867435,0.00009979974,0.00006738652,0.0004073984,0.0001523915,0.00010048,0.0001323352,0.0001830179,0.0001153899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007215355,"about_ca_system_score_gemma":0.0001236756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001162871,"about_ca_topic_score_gemma":0.0002258359,"domain_scores_codex":[0.9976401,0.0002130751,0.0004030587,0.0004967956,0.0005304783,0.0007164997],"domain_scores_gemma":[0.9964013,0.002506299,0.00003945054,0.0002585536,0.0003373038,0.0004571118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007208154,0.01018403,0.9469075,0.00007997267,0.00007966231,0.0003529589,0.0003113516,8.964157e-7,0.0005885093,0.001078314,0.00844449,0.0247642],"study_design_scores_gemma":[0.01377,0.01187478,0.9642271,0.0005597676,0.00005834274,0.000003899461,0.004911383,0.0003085234,0.0006105524,0.0009633733,0.002498056,0.000214238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98235,0.0002894023,0.003972623,0.008489325,0.00003623363,0.003448482,0.00003061196,0.00008019635,0.001303114],"genre_scores_gemma":[0.9969392,0.0001032117,0.0005565588,0.001043397,0.00005341206,0.0007279149,0.000008242378,0.00002614743,0.0005418641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02454996,"threshold_uncertainty_score":0.7656419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338760826945333,"score_gpt":0.395469175428887,"score_spread":0.2615930927343538,"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."}}