{"id":"W3207822003","doi":"10.1093/sleep/zsab255","title":"Challenges and opportunities related to pediatric sleep research during the Covid-19 pandemic","year":2021,"lang":"en","type":"editorial","venue":"SLEEP","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Sleep (system call); Psychology; Virology; Disease; Outbreak; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.233093,0.001048437,0.003303083,0.006269677,0.007416513,0.01142715,0.006142213,0.01119026,0.006176301],"category_scores_gemma":[0.2474571,0.001333344,0.002275067,0.005767808,0.01205767,0.01690604,0.01477594,0.01803772,0.002148976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01000291,"about_ca_system_score_gemma":0.04546206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01501676,"about_ca_topic_score_gemma":0.03770617,"domain_scores_codex":[0.8050326,0.1527308,0.01263553,0.009061389,0.01356468,0.006974966],"domain_scores_gemma":[0.6015742,0.2824628,0.01643116,0.01300311,0.05174372,0.03478494],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001023254,0.0009557936,0.05324499,0.02505581,0.0005901966,0.002856142,0.09404088,0.001245155,0.001473165,0.03279864,0.2302693,0.5564467],"study_design_scores_gemma":[0.000266225,0.001647257,0.04883602,0.06914958,0.000431535,0.004626827,0.2167776,0.001416476,0.000937223,0.07639977,0.5790782,0.0004333095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01652385,0.1589863,0.005770241,0.7974447,0.01204063,0.000463519,0.001038515,0.0001163947,0.007615836],"genre_scores_gemma":[0.2543464,0.2887419,0.07634577,0.3197772,0.04984308,0.00584233,0.00193382,0.0004480587,0.002721432],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.766907,"threshold_uncertainty_score":0.9457328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294981188151825,"score_gpt":0.3702935132679836,"score_spread":0.2407953944528011,"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."}}