{"id":"W4205643802","doi":"10.1111/cch.12958","title":"Demographic, parental and home environment correlates of traditional and mobile screen time in preschool‐aged children","year":2022,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Screen time; Bedroom; Psychological intervention; Video game; Psychology; Medicine; Developmental psychology; Cross-sectional study; Multimedia; Physical activity; Nursing; Computer science; Geography","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":[0.0003014134,0.000126786,0.0002303211,0.0002029873,0.0007635032,0.00002341932,0.00009763689,0.00005893467,0.0000891785],"category_scores_gemma":[0.00001154118,0.0001358554,0.00001780177,0.0001512013,0.000246939,0.00008930662,0.0001596957,0.00020044,0.000001529003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001376278,"about_ca_system_score_gemma":0.0003047651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001662219,"about_ca_topic_score_gemma":0.000156471,"domain_scores_codex":[0.9987019,0.00008059533,0.0003143236,0.0003083695,0.000305326,0.0002895168],"domain_scores_gemma":[0.9995516,0.00005524764,0.000093657,0.00006784688,0.000008585992,0.0002230762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002682287,0.00009589059,0.9299166,0.0000215379,0.00001760757,0.000002091473,0.01785955,0.000002676105,8.674659e-7,0.0006186378,0.0002606095,0.05117713],"study_design_scores_gemma":[0.0007939286,0.000180093,0.9871533,0.00003075961,0.000002241186,0.00001656435,0.005659456,0.00000211729,0.000006794751,0.0003824157,0.005601583,0.0001707366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873398,0.01080672,0.000004134679,0.0003857609,0.00004243494,0.0006129809,0.00007718887,0.00003459595,0.0006964167],"genre_scores_gemma":[0.9970228,0.001824106,0.0004625958,0.0002605035,0.00001527076,0.00008136784,0.0002919476,0.000007964517,0.00003344168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05723673,"threshold_uncertainty_score":0.5872326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009693933188152495,"score_gpt":0.2205769749051234,"score_spread":0.2108830417169709,"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."}}