{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00283387,0.0005753741,0.0003827353,0.0004662937,0.0005663483,0.00051256,0.000381029,0.00035204,0.001510131],"category_scores_gemma":[0.003321026,0.0003223071,0.0004450624,0.0002907127,0.0005112386,0.0007881739,0.0005523838,0.0007158949,0.0004084097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000480045,"about_ca_system_score_gemma":0.0009716706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00330421,"about_ca_topic_score_gemma":0.003902424,"domain_scores_codex":[0.9990798,0.0004206439,0.00008870097,0.0001282208,0.0001723087,0.0001102059],"domain_scores_gemma":[0.9986589,0.0004141007,0.0001722469,0.0001338802,0.0002726706,0.0003481711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005868734,0.01233113,0.9522523,0.0001194172,0.0001599128,0.001276479,0.002192513,0.00009462773,0.002979507,0.00007966729,0.0006006155,0.02204508],"study_design_scores_gemma":[0.00216353,0.06087217,0.9293197,0.00003736373,0.0001429135,0.001954025,0.002343832,0.0006860209,0.0009837284,0.0001216393,0.001315141,0.00005989635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992187,0.00006025688,0.0001121192,0.00003285737,0.00000925429,0.0002372668,0.00007518166,0.000002454726,0.0002519285],"genre_scores_gemma":[0.9983637,0.0000961726,0.0004819566,0.00009604556,0.00002360554,0.0003430659,0.0002601114,0.000001951786,0.0003334801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00330421,"threshold_uncertainty_score":0.01498711,"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."}}