{"id":"W4391773318","doi":"10.1016/j.sleep.2023.11.828","title":"Preliminary data on the Prodromal Synucleinopathy Rating Scale among patients with REM sleep behavior disorder","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Waterloo","funders":"","keywords":"REM sleep behavior disorder; Rating scale; Sleep (system call); Psychology; Clinical psychology; Psychiatry; Medicine; Audiology; Developmental psychology; Polysomnography; Electroencephalography; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0009073612,0.0004922624,0.0005275196,0.0008808378,0.0005964249,0.0007419052,0.0003848282,0.0006944243,0.001572516],"category_scores_gemma":[0.006307725,0.0002577891,0.0005735365,0.0006639457,0.0002977117,0.0005995433,0.0004182886,0.0009200133,0.0005483023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003542257,"about_ca_system_score_gemma":0.0002356907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004652362,"about_ca_topic_score_gemma":0.007985203,"domain_scores_codex":[0.9993359,0.0002217037,0.00009551748,0.0001017059,0.0001721332,0.0000729614],"domain_scores_gemma":[0.9966524,0.001376327,0.000837782,0.0001596102,0.0005403391,0.000433552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003046511,0.00009522462,0.9971513,0.000009280825,0.00004462977,0.0002034962,0.0001515546,0.00004174239,0.0004883823,0.0000140522,0.00009091078,0.00140479],"study_design_scores_gemma":[0.0000093572,0.0001659277,0.9993749,0.000001513919,0.00001322694,0.0001714003,0.00009595213,0.00006469368,0.00003714684,0.000009005753,0.00005429611,0.000002654472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969673,0.0002852087,0.00009648065,0.0000806802,0.00002379922,0.00003067975,0.0004342157,0.000004525682,0.002077241],"genre_scores_gemma":[0.9989576,0.00006930658,0.00009555801,0.00004122366,0.0000174169,0.00002077289,0.0004877518,0.00000189289,0.000308556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004652362,"threshold_uncertainty_score":0.009250522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162772827402926,"score_gpt":0.2583260031794903,"score_spread":0.2420487204391977,"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."}}