{"id":"W3180079349","doi":"10.1111/apa.16012","title":"The good, the bad and the ugly of children´s screen time during the COVID‐19 pandemic","year":2021,"lang":"en","type":"letter","venue":"Acta Paediatrica","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Screen time; Medicine; Entertainment; Coronavirus disease 2019 (COVID-19); Pandemic; The Internet; Internet privacy; World Wide Web; Computer science; Physical activity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001703222,0.0004359315,0.0003691472,0.0007306805,0.002208522,0.002710126,0.0007754882,0.001858721,0.008578203],"category_scores_gemma":[0.009570015,0.0002729516,0.0003810889,0.0009037426,0.002273742,0.003955817,0.002945516,0.004159413,0.001212776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003259565,"about_ca_system_score_gemma":0.003160384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0457571,"about_ca_topic_score_gemma":0.03757186,"domain_scores_codex":[0.9982981,0.0004152317,0.0001207996,0.000205011,0.0003143278,0.000646544],"domain_scores_gemma":[0.997092,0.0005192583,0.0005182787,0.000126293,0.0006121037,0.001132001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000633205,0.0001976164,0.1008398,0.001246373,0.0001070532,0.002069607,0.02891221,0.0004168942,0.001964341,0.04100868,0.498827,0.3237772],"study_design_scores_gemma":[0.00004086711,0.00033993,0.211303,0.00348252,0.00006526897,0.002766394,0.02308339,0.0004280066,0.0006498554,0.007278088,0.7504023,0.0001604564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2916603,0.1145184,0.003383605,0.4325774,0.01710141,0.0002008452,0.008719889,0.0004590746,0.1313791],"genre_scores_gemma":[0.8238122,0.05385365,0.001654168,0.09907911,0.006307604,0.0002606746,0.002484881,0.0002980776,0.01224959],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0457571,"threshold_uncertainty_score":0.09098148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315624227425542,"score_gpt":0.2408677265524389,"score_spread":0.2277114842781835,"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."}}