{"id":"W4210485681","doi":"10.1093/sleep/zsab072.523","title":"524 NAPS","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université du Québec à Montréal","funders":"","keywords":"Synucleinopathies; REM sleep behavior disorder; Medicine; Polysomnography; Neuropsychology; Neurodegeneration; Disease; Pediatrics; Parkinson's disease; Rapid eye movement sleep; Psychology; Psychiatry; Internal medicine; Alpha-synuclein; Electroencephalography; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001060088,0.0009886228,0.0005628368,0.002113558,0.001125444,0.003833237,0.001365302,0.001301906,0.8523651],"category_scores_gemma":[0.003357801,0.0005018332,0.0004961378,0.001691042,0.0003878847,0.001670285,0.003157889,0.001141211,0.8109986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009551056,"about_ca_system_score_gemma":0.001903159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105839,"about_ca_topic_score_gemma":0.003777032,"domain_scores_codex":[0.9989917,0.000160387,0.00007801373,0.0002603612,0.0003536771,0.000155921],"domain_scores_gemma":[0.997135,0.0003356356,0.0001866115,0.0004463886,0.0009717209,0.0009245321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001319992,0.00007983073,0.001584567,0.0002022893,0.000009043561,0.0001851056,0.00008820518,0.00006929573,0.0007673876,0.002762811,0.8266711,0.1674485],"study_design_scores_gemma":[0.00001593494,0.00002265812,0.001695757,0.00009126626,0.000003373972,0.0001125094,0.00005926576,0.00007586845,0.000159339,0.000407491,0.9973493,0.000007273386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002156727,0.0007214675,0.002442668,0.002047155,0.00136863,0.0002610614,0.01814404,0.007928179,0.9649302],"genre_scores_gemma":[0.008536815,0.0007365635,0.001742628,0.001364724,0.0005495767,0.0001733166,0.01526459,0.0018924,0.9697393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1476349,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150646470179988,"score_gpt":0.2659045290326273,"score_spread":0.2508398820146285,"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."}}