{"id":"W3165271441","doi":"10.1542/peds.2020-011429","title":"Longitudinal Associations Between Screen Use and Reading in Preschool-Aged Children","year":2021,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Waterloo; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Reading (process); Literacy; Confidence interval; Screen time; Developmental psychology; Cohort; Cohort study; Longitudinal study; Demography; Early childhood; Psychology; Physical therapy; Physical activity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003623351,0.00006879564,0.0001376124,0.0001465605,0.0002354769,0.0001925944,0.0001057682,0.0001384283,0.00001648983],"category_scores_gemma":[0.00237839,0.00007998368,0.00002570903,0.0007657066,0.00005300494,0.0004072141,0.000116307,0.0001794793,0.00001138674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008686914,"about_ca_system_score_gemma":0.0001783788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168042,"about_ca_topic_score_gemma":0.003533534,"domain_scores_codex":[0.9990807,0.00006516102,0.0001782637,0.000209961,0.0002172284,0.0002486453],"domain_scores_gemma":[0.9993451,0.0003609075,0.00006251023,0.00009126159,0.00006310586,0.0000771694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[6.549803e-7,0.00001455388,0.9946965,9.728275e-7,0.000006193521,0.000005727709,0.0004880809,3.526705e-7,8.790817e-7,0.002798776,0.0009485314,0.001038808],"study_design_scores_gemma":[0.000175681,0.000004108833,0.9966303,0.00000263807,0.00001621132,5.148872e-7,0.00009654646,4.490577e-7,0.000008527139,0.002368496,0.0005974611,0.00009902746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939336,0.0002060672,0.00006671037,0.0008255435,0.00005285654,0.0001063714,0.00004708103,0.00008305538,0.004678685],"genre_scores_gemma":[0.9977174,0.0004711771,0.000816007,0.00004136307,0.0002841406,0.000002320852,0.00008315685,0.000006311521,0.0005781409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004100544,"threshold_uncertainty_score":0.326164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905639840610827,"score_gpt":0.2911759888847268,"score_spread":0.2521195904786185,"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."}}