{"id":"W4322773563","doi":"10.1111/jne.13246","title":"Patterns of parent screen use, child screen time, and child socio‐emotional problems at 5 years","year":2023,"lang":"en","type":"article","venue":"Journal of Neuroendocrinology","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; SickKids Foundation; University of Toronto; Institute for Clinical Evaluative Sciences; Impact; St. Michael's Hospital; Western University; Hospital for Sick Children","funders":"Children's Health Research Institute","keywords":"Screen time; Developmental psychology; Psychology; Endocrinology; Internal medicine; Medicine; Obesity","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":[0.0001143678,0.0001251171,0.000332481,0.000416337,0.0002169524,0.0000338014,0.0003205366,0.0000764683,0.0001204128],"category_scores_gemma":[0.0002447822,0.0001187863,0.0001160113,0.0002921647,0.0002778355,0.0002560854,0.0002949002,0.0003046057,0.00004828292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004910607,"about_ca_system_score_gemma":0.00006882608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001222756,"about_ca_topic_score_gemma":0.0002654222,"domain_scores_codex":[0.9984141,0.0001154824,0.0004837188,0.0001932721,0.0003846875,0.0004087523],"domain_scores_gemma":[0.9990903,0.0001740274,0.0003849437,0.0001196844,0.0001147014,0.0001164134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001230226,0.0002048331,0.9529557,0.00002726044,0.0002205318,0.0006806704,0.001368711,0.0000598968,0.0002712974,0.01647135,0.01403889,0.01357785],"study_design_scores_gemma":[0.0007232807,0.0002410475,0.9381706,0.00007427807,0.00001886434,0.0005363229,0.0001440222,0.000007004624,0.00008806363,0.0009649409,0.05890845,0.0001231655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852093,0.0001314382,0.000008377411,0.01120081,0.0002374194,0.0001517274,0.00005432674,0.00006882184,0.002937754],"genre_scores_gemma":[0.9962496,0.002026206,0.00006218469,0.0002924578,0.0001648464,0.000001372912,0.00001823452,0.00001667659,0.001168449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04486956,"threshold_uncertainty_score":0.4843963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03660728286640943,"score_gpt":0.2770328923420884,"score_spread":0.240425609475679,"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."}}