{"id":"W1991182946","doi":"10.5665/sleep.3102","title":"Antidepressants and REM Sleep Behavior Disorder: Isolated Side Effect or Neurodegenerative Signal?","year":2013,"lang":"en","type":"article","venue":"SLEEP","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal; McGill University; Canadian Sleep & Circadian Network; Hôpital du Sacré-Cœur de Montréal; Montreal General Hospital","funders":"","keywords":"REM sleep behavior disorder; Medicine; Internal medicine; Polysomnography; Prospective cohort study; Depression (economics); Parkinson's disease; Antidepressant; Neurodegeneration; Dementia; Disease","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":[0.0004452577,0.0002956043,0.0004895684,0.0004885852,0.0001882804,0.0004305323,0.000250271,0.0006057852,0.00514635],"category_scores_gemma":[0.001476928,0.0001587377,0.0004819225,0.000613719,0.0002378214,0.0003208815,0.0002571094,0.0003394186,0.0004790371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531032,"about_ca_system_score_gemma":0.0001947453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006952145,"about_ca_topic_score_gemma":0.001415904,"domain_scores_codex":[0.9997676,0.00006358582,0.00004065764,0.00004558015,0.00005093608,0.0000316942],"domain_scores_gemma":[0.9981901,0.000587551,0.0008592377,0.00008932336,0.0001416159,0.0001321078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001774113,0.0001119653,0.975821,0.00019576,0.0003133832,0.002233547,0.00006650998,0.00003272557,0.002091991,0.0000740921,0.0002025362,0.01708231],"study_design_scores_gemma":[0.00006875765,0.0005865286,0.9949586,0.00004443072,0.0001798385,0.003373585,0.00004072792,0.0001241036,0.0002531206,0.00004722049,0.0003192066,0.000003970765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857482,0.01080367,0.000253636,0.0004321266,0.00006712185,0.00003104653,0.0003821468,0.00001219468,0.002269911],"genre_scores_gemma":[0.996587,0.001923126,0.0002482572,0.000187956,0.0002625661,0.00001314877,0.0002873598,0.000002486763,0.0004881972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00514635,"threshold_uncertainty_score":0.01721627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067849797749752,"score_gpt":0.2557680261052153,"score_spread":0.2450895281277178,"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."}}