{"id":"W3157096446","doi":"10.1093/sleep/zsab072.527","title":"528 REM Sleep Without Atonia in Idiopathic REM Sleep Behavior Disorder in the North American Prodromal Synucleinopathy Cohort","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"REM sleep behavior disorder; Polysomnography; Cohort; Audiology; Psychology; Medicine; Rapid eye movement sleep; Eye movement; Ophthalmology; Internal medicine; Psychiatry; Electroencephalography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004208335,0.0004317662,0.0007693611,0.0002050202,0.0001319436,0.00005731245,0.0002687936,0.0001064423,0.0000811456],"category_scores_gemma":[0.0001273897,0.0003323089,0.0001993421,0.001209835,0.0001454299,0.0001300676,0.0001229669,0.0005443769,0.000141139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612921,"about_ca_system_score_gemma":0.0001634608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008035424,"about_ca_topic_score_gemma":0.005533833,"domain_scores_codex":[0.9967167,0.0003257935,0.0005740253,0.0008965284,0.0007614443,0.0007255509],"domain_scores_gemma":[0.998393,0.00003150705,0.0001905934,0.001004178,0.0001220465,0.0002586695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002250127,0.001996928,0.96874,0.00004808189,0.00009080813,0.005279677,0.0006129232,0.00001412961,0.0002318991,0.00007879888,0.00001226161,0.02266951],"study_design_scores_gemma":[0.002832113,0.0004566746,0.9924793,0.000116598,0.000571349,0.0002514443,0.0005513211,0.0007138628,0.0003102746,0.0000323303,0.001349908,0.0003348708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955108,0.001233826,0.00004053209,0.0006347143,0.0002161821,0.001440317,0.00004178976,0.00008672442,0.0007951506],"genre_scores_gemma":[0.9977788,0.0001190034,0.0004508448,0.000654477,0.0001130784,0.000506687,0.0001538779,0.00008044521,0.0001427247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02373928,"threshold_uncertainty_score":0.9999129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009840054643911569,"score_gpt":0.2547484105821809,"score_spread":0.2449083559382693,"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."}}