{"id":"W3005589985","doi":"10.1007/s00127-020-01833-9","title":"Differential associations between passive and active forms of screen time and adolescent mood and anxiety disorders","year":2020,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Anxiety; Screen time; Specific phobia; Generalized anxiety disorder; Depression (economics); Mood; Psychiatry; Anxiety disorder; Odds ratio; Mood disorders; Psychology; Major depressive episode; Clinical psychology; Separation anxiety disorder; Medicine; Physical activity; Physical therapy; Internal medicine","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":[0.000646183,0.0002499064,0.0002808242,0.00101592,0.0003203871,0.00101304,0.0004051062,0.0004287993,0.003187796],"category_scores_gemma":[0.005289436,0.0002993105,0.0004926308,0.0007572218,0.000351243,0.0005781031,0.0006390988,0.0008992078,0.000145992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260919,"about_ca_system_score_gemma":0.0002919443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006768905,"about_ca_topic_score_gemma":0.01616069,"domain_scores_codex":[0.9993979,0.0001910848,0.00007736959,0.00009944689,0.000130228,0.0001040587],"domain_scores_gemma":[0.9950992,0.0019618,0.001744001,0.0002371566,0.0003050325,0.0006527423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006123666,0.00003729493,0.998226,0.000007046471,0.00004057215,0.00003188581,0.0001121738,0.000008680063,0.0001759331,0.00004762139,0.00002524991,0.001226354],"study_design_scores_gemma":[9.4795e-7,0.00002433307,0.9996074,0.000004180681,0.00001435633,0.00007014306,0.0001711028,0.00002957359,0.00002112761,0.00001568335,0.00004032974,9.108325e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982381,0.0003866333,0.00004983463,0.0000759875,0.00001179763,0.000003934099,0.0002010779,0.000002850253,0.001029741],"genre_scores_gemma":[0.9993497,0.0001652314,0.000051972,0.0000196297,0.00001116263,0.000002993313,0.0001371999,0.00000174259,0.0002604035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006768905,"threshold_uncertainty_score":0.01345903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572762565342631,"score_gpt":0.3038953267256874,"score_spread":0.2781677010722611,"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."}}