{"id":"W4387879669","doi":"10.1038/s41598-023-44105-7","title":"Screen time, impulsivity, neuropsychological functions and their relationship to growth in adolescent attention-deficit/hyperactivity disorder symptoms","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; Institut de Valorisation des Données; Canada First Research Excellence Fund","keywords":"Impulsivity; Association (psychology); Mediation; Attention deficit hyperactivity disorder; Psychology; Screen time; Longitudinal study; Clinical psychology; Neuropsychology; Population; Psychiatry; Medicine; Cognition; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001504365,0.0002849965,0.0004178401,0.0008661547,0.0004798513,0.0002000328,0.00009222612,0.0001479397,0.0002577322],"category_scores_gemma":[0.00138373,0.0002419157,0.0001678565,0.002786522,0.0002357904,0.0003686115,0.0002259762,0.000490737,0.001329555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008257086,"about_ca_system_score_gemma":0.00009208369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000744787,"about_ca_topic_score_gemma":0.00007151858,"domain_scores_codex":[0.9967855,0.0001946658,0.0006212839,0.001298231,0.0005688035,0.0005315425],"domain_scores_gemma":[0.9982077,0.0002248087,0.0001970671,0.0008128599,0.0002481872,0.0003093274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005432257,0.0005706548,0.9813255,0.0000262633,0.00001917815,0.0002363434,0.00005810248,0.00009148244,0.01210391,0.00002710238,0.001519396,0.003967713],"study_design_scores_gemma":[0.0004927947,0.00009197136,0.9959005,0.00009080816,0.00003485502,0.0005415097,0.0003979465,0.0006354671,0.00001315442,0.0003631529,0.00119502,0.0002427796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918092,0.00003480394,0.0005286704,0.003304884,0.00140585,0.001029006,0.00001088405,0.0003220052,0.001554676],"genre_scores_gemma":[0.9897172,0.000005468637,0.00005209277,0.0001136833,0.00005964118,0.00006844312,0.0002709846,0.00004293547,0.009669564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457501,"threshold_uncertainty_score":0.999448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03757358077662072,"score_gpt":0.3103891807286263,"score_spread":0.2728155999520055,"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."}}