{"id":"W4225275783","doi":"10.1542/peds.2021-053852i","title":"Interventions to Promote Physical Activity and Healthy Digital Media Use in Children and Adolescents: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation","funders":"","keywords":"Medicine; Psychological intervention; Generalizability theory; Cochrane Library; Confidence interval; PsycINFO; Randomized controlled trial; Screen time; Meta-analysis; MEDLINE; Systematic review; Relative risk; Physical therapy; Physical activity; Psychiatry; Surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004018006,0.0005026096,0.0035311,0.0003575061,0.00006717745,0.0001055722,0.0001872745,0.0001242836,0.000006645411],"category_scores_gemma":[0.002456614,0.0004110098,0.0005575145,0.001051364,0.00004815473,0.0003331889,0.000698408,0.001043158,0.0000282945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003082134,"about_ca_system_score_gemma":0.0001657382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004397269,"about_ca_topic_score_gemma":0.00001406731,"domain_scores_codex":[0.9973199,0.0003448533,0.0006637677,0.0007314093,0.0005645303,0.0003754949],"domain_scores_gemma":[0.9979836,0.0005046182,0.0004645169,0.0005460529,0.00005016978,0.0004510832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006832404,0.004967945,0.002897706,0.9425385,0.00004670866,0.00001737475,0.0000338656,9.781535e-9,5.032037e-9,0.00001112516,0.0001098601,0.04937007],"study_design_scores_gemma":[0.001141273,0.0009342328,0.05397491,0.9251909,0.01397199,0.0003226101,0.000006785098,0.000005892678,3.290668e-8,0.00005475802,0.003394676,0.001001928],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04033454,0.9517277,0.000003381121,0.00007256975,0.00008290465,0.007090248,0.0006222239,0.00005855399,0.000007876116],"genre_scores_gemma":[0.009394903,0.989439,0.00002013097,0.00009523181,0.0003522678,0.0003735494,0.0002282316,0.00007293646,0.00002374636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05107721,"threshold_uncertainty_score":0.9998342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0483006032622621,"score_gpt":0.3514885943041465,"score_spread":0.3031879910418844,"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."}}