{"id":"W4280504122","doi":"10.1097/dbp.0000000000001069","title":"Are There Bidirectional Influences Between Screen Time Exposure and Social Behavioral Traits in Young Children?","year":2022,"lang":"en","type":"article","venue":"Journal of Developmental & Behavioral Pediatrics","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Psychology; Developmental psychology; Prosocial behavior; Socioemotional selectivity theory; Toddler; Autism; Bayesian information criterion; Screen time; Population; Social behavior; Statistics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001507744,0.0004415445,0.0003173517,0.0008148173,0.0003234769,0.0008794466,0.0004794412,0.0005025613,0.002603129],"category_scores_gemma":[0.007374582,0.0004975463,0.0008296972,0.001077633,0.0004692625,0.0007079826,0.0008733282,0.0007767044,0.0001792516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000502881,"about_ca_system_score_gemma":0.0009423089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02229239,"about_ca_topic_score_gemma":0.03319066,"domain_scores_codex":[0.9990919,0.0002770555,0.00007119909,0.0002328576,0.0001667649,0.0001603077],"domain_scores_gemma":[0.9955161,0.001438975,0.002088602,0.000299488,0.0003250254,0.0003318339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002450763,0.00001353208,0.9980161,0.00001033466,0.00005155122,0.00004188471,0.0001656666,0.00002651666,0.00009435842,0.00004094841,0.00002718357,0.001487521],"study_design_scores_gemma":[0.000001184166,0.00001743131,0.9995393,0.00001599111,0.00002143033,0.000045522,0.0001676637,0.00007002125,0.00003178967,0.00003391174,0.00005387749,0.000001924001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984541,0.0006047658,0.0001780986,0.0001366822,0.000005735013,0.0000048528,0.0003377845,0.000005322196,0.0002727408],"genre_scores_gemma":[0.9987969,0.0003418299,0.0003506021,0.00002956193,0.000005452426,0.00001485324,0.0003130605,0.000003179841,0.0001444332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02229239,"threshold_uncertainty_score":0.04432529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411966335649276,"score_gpt":0.3032309828870139,"score_spread":0.2691113195305212,"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."}}