{"id":"W2099614613","doi":"10.1016/j.schres.2014.03.013","title":"A microstructural study of sleep instability in drug-naive patients with schizophrenia and healthy controls: Sleep spindles, rapid eye movements, and muscle atonia","year":2014,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec; Hôpital Rivière-des-Prairies","funders":"","keywords":"Sleep (system call); Non-rapid eye movement sleep; Eye movement; Brief Psychiatric Rating Scale; Psychology; Rapid eye movement sleep; Schizophrenia (object-oriented programming); Audiology; REM sleep behavior disorder; Psychopathology; Psychosis; Electroencephalography; Medicine; Psychiatry; Polysomnography; Neuroscience","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":[0.0001776496,0.0001935351,0.0001615128,0.00100102,0.0003406121,0.0002849349,0.0001478215,0.0002104295,0.00170298],"category_scores_gemma":[0.000558481,0.0001587701,0.0001555478,0.0003451777,0.0002979468,0.0003418822,0.0003636816,0.0002014558,0.0001417194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236086,"about_ca_system_score_gemma":0.0001517091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005480488,"about_ca_topic_score_gemma":0.008564572,"domain_scores_codex":[0.9999465,0.000009935749,0.000007282708,0.00001467927,0.00000819084,0.00001345031],"domain_scores_gemma":[0.9996963,0.00005926891,0.000114078,0.00002319473,0.0000441912,0.00006302732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005432071,0.0002123631,0.7781084,0.0001439666,0.0003847585,0.002306212,0.002110728,0.000272107,0.1873915,0.0002614807,0.0002366778,0.02313977],"study_design_scores_gemma":[0.0000104137,0.0001576027,0.9983249,0.000001865701,0.00001471629,0.0005812396,0.0003006032,0.0001085493,0.0004100733,0.00003718618,0.0000497671,0.000003044691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994718,0.0001046677,0.00009564195,0.00001332629,0.000001701383,0.00000681348,0.0001003129,0.000002024321,0.0002035838],"genre_scores_gemma":[0.999617,0.00004906591,0.0000940557,0.000008233023,0.000003296174,0.000006097282,0.00009046007,0.000001822404,0.0001300009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005480488,"threshold_uncertainty_score":0.01089722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787697309993812,"score_gpt":0.3088725494544432,"score_spread":0.2809955763545051,"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."}}