{"id":"W4376645325","doi":"10.1093/pch/pxac125","title":"Screen time and preschool children: Promoting health and development in a digital world","year":2023,"lang":"en","type":"review","venue":"Paediatrics & Child Health","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"Memorial University of Newfoundland","keywords":"Screen time; Early childhood; Psychosocial; Psychology; Child development; Best practice; Developmentally Appropriate Practice; Health care; Pandemic; Medicine; Health professionals; Coronavirus disease 2019 (COVID-19); Developmental psychology; Medical education; Nursing; Physical activity; Early childhood education; Psychiatry; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002154714,0.0005180388,0.001786802,0.001438044,0.0009137586,0.0003801257,0.0004262468,0.0003335153,0.000009125351],"category_scores_gemma":[0.0007325518,0.0004972632,0.0001035783,0.002294177,0.0001802499,0.0003273054,0.0005756443,0.0009581639,0.0001491721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000691573,"about_ca_system_score_gemma":0.005385444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005937858,"about_ca_topic_score_gemma":0.002613922,"domain_scores_codex":[0.9955835,0.0002053774,0.001445379,0.000951238,0.0005772085,0.001237252],"domain_scores_gemma":[0.9977331,0.0003857222,0.0008022072,0.0002485378,0.00003906424,0.0007914199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001883634,0.00005384262,0.005596789,0.002142366,0.00003476328,0.000004044369,0.002326827,2.271424e-8,6.811812e-11,0.0008521386,0.001584402,0.9874029],"study_design_scores_gemma":[0.0003507606,0.00006555668,0.002440175,0.00498288,0.00001435164,0.00001517743,0.00008337736,9.853538e-7,4.273281e-9,0.0003763262,0.9910988,0.0005716599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001663293,0.9914041,0.000003722557,0.002039723,0.0001108805,0.003061463,0.0001367132,0.0004222265,0.002654895],"genre_scores_gemma":[0.00004566544,0.9973227,0.000489277,0.0003991681,0.0003960295,0.00006216836,0.0006024176,0.00008033492,0.0006021945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9895144,"threshold_uncertainty_score":0.9997479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785879518371195,"score_gpt":0.3292537038792634,"score_spread":0.2913949086955515,"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."}}