{"id":"W3185271002","doi":"10.5664/jcsm.9556","title":"Sleeping through a pandemic: impact of COVID-19–related restrictions on narcolepsy and idiopathic hypersomnia","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Narcolepsy; Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Modafinil; Psychiatry; Virology; Internal medicine; Disease; Outbreak; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003716381,0.0001911449,0.001051382,0.000241994,0.0001867647,0.00001942981,0.0003349652,0.0002546516,0.0003170888],"category_scores_gemma":[0.07127388,0.0001240529,0.0004008365,0.001054629,0.0007821474,0.0002123879,0.0001001863,0.00161904,0.000008450805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113133,"about_ca_system_score_gemma":0.0007650036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007507519,"about_ca_topic_score_gemma":0.000006062824,"domain_scores_codex":[0.9947839,0.001286017,0.002085859,0.0003856184,0.001104934,0.0003537184],"domain_scores_gemma":[0.9911683,0.006364006,0.001024062,0.0003427349,0.0003406616,0.0007601873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007178663,0.004105307,0.5768635,0.0004091687,0.001172759,0.009029082,0.005213431,0.002834678,0.1381512,0.004872194,0.00589255,0.2442774],"study_design_scores_gemma":[0.1023956,0.06221566,0.6701677,0.007628538,0.002316147,0.02471034,0.005898037,0.01388447,0.02574731,0.05335243,0.02957984,0.002103915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985294,0.001758588,0.001147685,0.0092576,0.0009019067,0.0001503166,0.000007388307,0.00002166686,0.001460807],"genre_scores_gemma":[0.9932115,0.004079272,0.00008174481,0.001865972,0.0006554492,0.000002336214,8.047625e-7,0.00001913499,0.00008379327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421735,"threshold_uncertainty_score":0.9365492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2450228645754088,"score_gpt":0.4993811192091583,"score_spread":0.2543582546337495,"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."}}