{"id":"W3024845479","doi":"10.1542/peds.2020-000786","title":"Benefits and Risks of Visitor Restrictions for Hospitalized Children During the COVID Pandemic","year":2020,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Medicine; Visitor pattern; Pandemic; Coronavirus disease 2019 (COVID-19); Grandparent; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Disease; Virology; Infectious disease (medical specialty); Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0001597817,0.0001081627,0.0001845245,0.00006195444,0.0006211476,0.000006014429,0.0001413768,0.0001462152,0.00001311883],"category_scores_gemma":[0.004150501,0.00008110226,0.00006821291,0.0003237702,0.00004477094,0.00005159836,0.0001063708,0.0003394303,0.000008394426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003459083,"about_ca_system_score_gemma":0.00009642729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001526139,"about_ca_topic_score_gemma":0.00001124997,"domain_scores_codex":[0.9989808,0.00008967148,0.0003572642,0.0001920129,0.0001486637,0.0002316472],"domain_scores_gemma":[0.9970461,0.001746327,0.0002302455,0.0001315513,0.0007090829,0.0001367502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008328273,0.000007484902,0.9668127,0.0001565912,0.00001500444,1.287748e-7,0.001775619,0.00002704631,0.00002718092,0.000380033,0.03056093,0.0001540161],"study_design_scores_gemma":[0.001425279,0.0002171951,0.9911153,0.00003801833,0.0001377483,0.000001470966,0.001315712,0.00004428589,0.00002094186,0.00007689243,0.005467104,0.0001400516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944037,0.001482459,0.0001339386,0.001019846,0.0009499523,0.001006788,0.0006481145,0.00006968583,0.0002855585],"genre_scores_gemma":[0.9940354,0.002203677,0.0001393463,0.00224478,0.001176497,0.00009511038,0.00004130909,0.00001970636,0.00004421521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02509383,"threshold_uncertainty_score":0.4968837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482256562660709,"score_gpt":0.3888024042061813,"score_spread":0.2405767479401104,"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."}}