{"id":"W4324307194","doi":"10.1186/s40814-023-01266-6","title":"Patterns of preschool children’s screen time, parent–child interactions, and cognitive development in early childhood: a pilot study","year":2023,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Killam Trusts; Stollery Children’s Hospital Foundation; Children's Hospital Foundation; University of Alberta; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Psychology; Context (archaeology); Bonferroni correction; Cognition; Developmental psychology; Repeated measures design; Session (web analytics); Cognitive development; Child development; Test (biology); Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000704171,0.0001862994,0.0003877682,0.0002724376,0.0004252952,0.00005240127,0.0001291912,0.00002892478,0.00001156803],"category_scores_gemma":[0.0007414649,0.0001698706,0.00002117894,0.0004148515,0.0002554347,0.0002541697,0.0004100758,0.0001743199,0.00001805912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005922412,"about_ca_system_score_gemma":0.00006467421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001458178,"about_ca_topic_score_gemma":0.01633004,"domain_scores_codex":[0.9984014,0.00013841,0.0004190022,0.0004617592,0.0002697594,0.0003096478],"domain_scores_gemma":[0.9992827,0.0002998825,0.0001069056,0.0001232446,0.0001099865,0.00007734097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001192609,0.0008791151,0.9609911,0.00001233465,0.0001875932,0.000002458939,0.02956633,5.088996e-8,0.000002306472,0.0001019347,0.00006210259,0.008075427],"study_design_scores_gemma":[0.001302189,0.0007271845,0.9795904,0.0001279784,0.00002329348,9.286967e-7,0.01736601,4.003798e-7,0.00002718596,0.0006125333,0.0000421689,0.0001796828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962491,0.0005936546,0.000002219497,0.000338102,0.00006076507,0.0015738,0.00003878702,0.0001413228,0.001002261],"genre_scores_gemma":[0.9991792,0.0003803494,0.00002266081,0.00003271758,0.00003333907,0.00008532139,0.0000176791,0.00000942733,0.0002392755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01859935,"threshold_uncertainty_score":0.9112545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178311561468019,"score_gpt":0.365156263220117,"score_spread":0.2473251070733151,"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."}}