{"id":"W3191362809","doi":"10.1002/mdc3.13318","title":"Dream Content Predicts Motor and Cognitive Decline in Parkinson's Disease","year":2021,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; REM sleep behavior disorder; Parkinson's disease; Psychology; Cognition; Cognitive decline; Internal medicine; Cohort; Rating scale; Dream; Confounding; Disease; Psychiatry; Medicine; Cognitive impairment; Developmental psychology; Neuroscience; Dementia","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":[0.0004986778,0.0002909515,0.0003759626,0.0005557702,0.0003065597,0.0005851731,0.0002561793,0.0003533318,0.001435676],"category_scores_gemma":[0.002583906,0.0001693907,0.0004705929,0.0004090939,0.0001683703,0.000329179,0.0005598939,0.0004494369,0.0001989464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414456,"about_ca_system_score_gemma":0.0001699782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0031347,"about_ca_topic_score_gemma":0.003917839,"domain_scores_codex":[0.9998341,0.00004546639,0.00003357921,0.00003021491,0.00003724644,0.00001944241],"domain_scores_gemma":[0.998518,0.0002997495,0.0007312049,0.00008191212,0.0001969992,0.0001720225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002646551,0.00003612192,0.9971672,0.00002276919,0.00008493376,0.00005594704,0.00004466391,0.00007872683,0.0002386715,0.00001068079,0.00007137925,0.001924211],"study_design_scores_gemma":[0.000005690683,0.00007673204,0.9992164,0.000007418533,0.00002863032,0.0002128837,0.00006560711,0.0002181623,0.00005125847,0.0000374863,0.00007686725,0.000002829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983478,0.000602508,0.0000845893,0.00003913278,0.000005817312,0.000009039464,0.0004200169,0.000006845911,0.000484237],"genre_scores_gemma":[0.9992581,0.0001108483,0.00009558757,0.000008969989,0.000004607158,0.000003554925,0.0003474265,9.806812e-7,0.00016989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0031347,"threshold_uncertainty_score":0.006232917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052360770148301,"score_gpt":0.3981323287238586,"score_spread":0.2928962517090284,"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."}}