{"id":"W3165649130","doi":"10.1111/apa.15966","title":"Recreational screen time before and during COVID‐19 in school‐aged children","year":2021,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Waterloo; Alberta Children's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Children's Hospital Research Institute; Canada Research Chairs; Alberta Children's Hospital Foundation; Max Bell Foundation","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Recreation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Screen time; Pandemic; Pediatrics; Virology; Physical therapy; Outbreak; Physical activity; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002236665,0.00008112861,0.0001272234,0.0001543793,0.0003091787,0.00008319852,0.0001451823,0.0001308892,0.0005172132],"category_scores_gemma":[0.001669547,0.00008652839,0.00003067483,0.0006196916,0.000104126,0.0002352036,0.000139912,0.0001461969,0.0000612685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404116,"about_ca_system_score_gemma":0.0005464249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003818862,"about_ca_topic_score_gemma":0.001311136,"domain_scores_codex":[0.9990543,0.00006231772,0.0001610977,0.0002547148,0.0002173796,0.0002502452],"domain_scores_gemma":[0.9994975,0.0001140059,0.00004545556,0.0001103851,0.0000301016,0.0002025507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008920206,0.00002739312,0.9938987,0.000002169627,0.00000951865,0.00001941192,0.0006710712,2.602998e-7,0.00003819231,0.001094755,0.002794469,0.001435169],"study_design_scores_gemma":[0.0004651378,0.000008434432,0.9911218,0.000004341111,0.000005246703,0.000008033855,0.0001588773,9.523978e-7,0.00001922402,0.00365566,0.004443646,0.0001086104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971715,0.0002982892,0.000002264377,0.005932439,0.00002962145,0.0001367202,0.00001931639,0.0001150123,0.02175133],"genre_scores_gemma":[0.9960903,0.0003539014,0.0004497931,0.0002730618,0.0001987096,0.000005709778,0.00009077677,0.00000714898,0.002530579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02437531,"threshold_uncertainty_score":0.5663121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009083927638462747,"score_gpt":0.2521432946873492,"score_spread":0.2430593670488864,"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."}}