{"id":"W4293827629","doi":"10.5539/jedp.v12n2p94","title":"Relationship between Screen Time, Sleep Duration, Parent-Child Interaction and Psychosocial Adjustment among Preschool Children in Selangor, Malaysia","year":2022,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Psychology; Strengths and Difficulties Questionnaire; Screen time; Developmental psychology; Clinical psychology; Mental health; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002727825,0.0003064805,0.0002037424,0.0006060748,0.0003236496,0.0005088632,0.0002113757,0.0002247069,0.001268407],"category_scores_gemma":[0.0007870054,0.0001929977,0.0003021524,0.0005778047,0.000175508,0.0002654704,0.0003313323,0.0003747063,0.00009099326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000499372,"about_ca_system_score_gemma":0.0005435844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04413479,"about_ca_topic_score_gemma":0.08454794,"domain_scores_codex":[0.9998153,0.00003540471,0.00003117832,0.00003995595,0.00003627498,0.00004193305],"domain_scores_gemma":[0.999498,0.00007270315,0.0002404478,0.00001635096,0.00004643179,0.000125953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001151293,0.00001489179,0.998466,0.00001366182,0.00001746625,0.00008099652,0.0002450591,0.000009126607,0.000108094,0.000006640147,0.00003549975,0.0009910032],"study_design_scores_gemma":[3.925761e-7,0.00001861185,0.9993122,0.000006790669,0.00000527683,0.00005149387,0.0005258827,0.00001842573,0.00001536849,0.00000240719,0.00004232903,9.468489e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993495,0.0002884491,0.00001271151,0.0000375915,0.000002174786,0.000003544129,0.0001397017,0.000001658771,0.0001647839],"genre_scores_gemma":[0.9994001,0.0002508778,0.00005959534,0.00001282983,0.000001698784,0.000005626433,0.0001311676,7.46893e-7,0.0001374233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04413479,"threshold_uncertainty_score":0.0877558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443199853743272,"score_gpt":0.3234664820038907,"score_spread":0.2990344834664579,"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."}}