{"id":"W4403297443","doi":"10.1007/s10802-024-01252-3","title":"The Effect of Screen Time and Positive School Factors in the Pathway to Child and Youth Mental Health Outcomes","year":2024,"lang":"en","type":"article","venue":"Research on Child and Adolescent Psychopathology","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; McMaster University; Queen's University; Institute for Clinical Evaluative Sciences; Hamilton Health Sciences; University of Toronto; SickKids Foundation; Holland Bloorview Kids Rehabilitation Hospital; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Garry Hurvitz Centre for Brain and Mental Health; Ontario Ministry of Health and Long-Term Care; Ontario Brain Institute","keywords":"Mental health; Irritability; Anxiety; Psychology; Screen time; Developmental psychology; Longitudinal study; Clinical psychology; Competence (human resources); Academic achievement; Depression (economics); Medicine; Psychiatry; Social psychology; Physical activity","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001537622,0.0006046572,0.0005322316,0.001655917,0.001385351,0.002262543,0.001017885,0.001310395,0.007148134],"category_scores_gemma":[0.009648075,0.000632857,0.002112835,0.001449125,0.001110573,0.001162513,0.002178976,0.002578649,0.0002800291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410616,"about_ca_system_score_gemma":0.004230549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07908756,"about_ca_topic_score_gemma":0.1212251,"domain_scores_codex":[0.9979949,0.0009066421,0.0000925065,0.0002623442,0.0002141653,0.0005293927],"domain_scores_gemma":[0.9902025,0.003913526,0.00207751,0.0004233139,0.0005278861,0.00285516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000194342,0.0002549291,0.9935585,0.00002331427,0.0002051811,0.0001297244,0.0003158895,0.00008320687,0.000115675,0.0003723048,0.0001103641,0.004636636],"study_design_scores_gemma":[0.000007415567,0.0001049812,0.9983265,0.00004003091,0.000148095,0.00007851317,0.0007563244,0.0001069192,0.00005483565,0.0001578828,0.0002136718,0.000004962777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932088,0.002195414,0.0001175194,0.0008908454,0.00003442862,0.00001748066,0.0003877803,0.000007800614,0.003139847],"genre_scores_gemma":[0.997757,0.0008865483,0.0001581722,0.00007435985,0.00002253816,0.00001041053,0.0001750268,0.000005474401,0.0009106143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07908756,"threshold_uncertainty_score":0.1572545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982787905217667,"score_gpt":0.3780792223674934,"score_spread":0.3482513433153167,"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."}}