{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008010421,0.000199787,0.0002504359,0.0005325038,0.003496562,0.002103689,0.0008341614,0.003667796,0.004471758],"category_scores_gemma":[0.06585801,0.0002198175,0.0006544748,0.0003853073,0.002263963,0.001465056,0.002924122,0.003596204,0.00028248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002311134,"about_ca_system_score_gemma":0.00377832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008967595,"about_ca_topic_score_gemma":0.02804856,"domain_scores_codex":[0.9883062,0.007973956,0.0005382048,0.0002320492,0.00124856,0.00170096],"domain_scores_gemma":[0.9668825,0.01865999,0.006591063,0.001585921,0.001667618,0.004612826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001780023,0.001049066,0.6566127,0.0004203774,0.0003253887,0.01542268,0.01695774,0.002760252,0.001295088,0.05910706,0.03001929,0.2142504],"study_design_scores_gemma":[0.0002343603,0.003021617,0.7129206,0.00465594,0.0004461808,0.0387009,0.08978112,0.006565937,0.002134065,0.04683743,0.09437122,0.0003305971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034243,0.004536707,0.001717118,0.119904,0.0006216225,0.00007866974,0.0002552705,0.0000627846,0.06939947],"genre_scores_gemma":[0.9924684,0.001092027,0.000695485,0.004541167,0.000262025,0.00002852625,0.00003995017,0.00001196572,0.0008603763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008967595,"threshold_uncertainty_score":0.04236364,"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."}}