{"id":"W4402388028","doi":"10.1111/jsr.14336","title":"<scp>REM</scp> sleep without atonia and neurocognitive function in isolated <scp>REM</scp> sleep behaviour disorder: Cross‐sectional and longitudinal study","year":2024,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electromyography; Polysomnography; Non-rapid eye movement sleep; Tonic (physiology); Psychology; REM sleep behavior disorder; Eye movement; Rapid eye movement sleep; Odds ratio; Physical medicine and rehabilitation; Audiology; Medicine; Neuroscience; Electroencephalography; Internal medicine","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":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005460864,0.0005585602,0.0007352923,0.002933609,0.001096554,0.002036001,0.0007687586,0.0003474611,0.00007167993],"category_scores_gemma":[0.005969757,0.0004828689,0.0002178472,0.003220945,0.001036096,0.001854913,0.0007888399,0.004605167,0.00009900714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002657368,"about_ca_system_score_gemma":0.000320903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002884678,"about_ca_topic_score_gemma":0.0003747673,"domain_scores_codex":[0.9900104,0.001854188,0.00127111,0.001464994,0.003763218,0.00163607],"domain_scores_gemma":[0.9920771,0.005140192,0.0002858503,0.0004240936,0.001284393,0.0007883691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004046265,0.001297723,0.9788124,0.0001207424,0.0001625997,0.002278644,0.001628623,0.0001651046,0.006136656,0.0001519699,0.0002790819,0.008561842],"study_design_scores_gemma":[0.003673662,0.003969725,0.9708718,0.0001707503,0.00009919001,0.001390157,0.002322292,0.01282117,0.00267248,0.0008826923,0.0009751442,0.0001509321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935104,0.002094006,0.0008624749,0.0001947681,0.0009527318,0.001319451,0.00004792264,0.00008237587,0.0009358195],"genre_scores_gemma":[0.9975623,0.0005228305,0.00003172593,0.00005513384,0.0005501916,0.0001135367,0.000004753529,0.0001231401,0.001036426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01265607,"threshold_uncertainty_score":0.9997623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.081083227390203,"score_gpt":0.3870027105125065,"score_spread":0.3059194831223035,"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."}}