{"id":"W6962795457","doi":"10.17605/osf.io/qc7bj","title":"Assessing the use of the PDQ-39 in Cognitive Impairment","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Cognition; Quality of life (healthcare); Disease; Montreal Cognitive Assessment; Test (biology); Cognitive test","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001182873,0.0002134769,0.0003470046,0.0000652645,0.0001394187,0.00009476761,0.0002767255,0.0001057197,0.06959317],"category_scores_gemma":[0.002063586,0.000143535,0.0002592332,0.0003407566,0.0001401782,0.0002099699,0.0008716843,0.0003360125,0.02737844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210446,"about_ca_system_score_gemma":0.0004470064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002052169,"about_ca_topic_score_gemma":0.0000580622,"domain_scores_codex":[0.9972098,0.0006167223,0.0004223184,0.0009907802,0.0004489155,0.0003115053],"domain_scores_gemma":[0.9969218,0.0005202874,0.0002063254,0.002010458,0.0002047027,0.0001363782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003725229,0.003878725,0.9398431,0.0001799147,0.0008530777,0.0005830061,0.002365129,0.0003475847,0.01361162,0.0006559902,0.002026312,0.03528307],"study_design_scores_gemma":[0.002098141,0.000002332604,0.9242866,0.0005619182,0.0003309372,0.00009823225,0.0007255651,0.0005641115,0.05831404,0.0009685738,0.01189837,0.0001511706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464352,0.000006920116,0.0003010108,0.0006868763,0.0001686021,0.00094152,0.00002205361,0.00002736087,0.05141047],"genre_scores_gemma":[0.9712823,0.00005865726,0.0005471864,0.0004696544,0.0000265046,0.0001430072,0.00001499241,0.00002384694,0.02743384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04470242,"threshold_uncertainty_score":0.9733788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0462196699450647,"score_gpt":0.3178169663451721,"score_spread":0.2715972964001074,"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."}}