{"id":"W2890420666","doi":"10.2196/pediatrics.9103","title":"Use of electronic entertainment and communication devices amongst a Saudi pediatric population: A cross-sectional study (Preprint)","year":2017,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Preprint; Cross-sectional study; Entertainment; Medicine; Art; Computer science; World Wide Web; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004618048,0.0003419221,0.0002814694,0.0009970912,0.0007965254,0.0007919416,0.000282161,0.0006233649,0.001862989],"category_scores_gemma":[0.001174171,0.0004830159,0.0005687895,0.001195886,0.000388134,0.0008953891,0.0005569031,0.0008369775,0.0004477011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005516228,"about_ca_system_score_gemma":0.0005822812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02100439,"about_ca_topic_score_gemma":0.0268341,"domain_scores_codex":[0.9996371,0.00006164919,0.00006503111,0.00005947932,0.00007758319,0.00009912232],"domain_scores_gemma":[0.9990119,0.0001231229,0.0004086108,0.00005035174,0.0001962307,0.0002097953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001779387,0.00008177535,0.9980161,0.000007913495,0.00001438402,0.00009293637,0.00101134,0.000006141164,0.000150072,0.000008366738,0.00003995383,0.0005530849],"study_design_scores_gemma":[0.000001363204,0.0001723191,0.9934372,0.00000874029,0.00001475793,0.0003097309,0.005823758,0.00003429368,0.00005231602,0.000005654841,0.0001357621,0.000004084379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996783,0.00003707246,0.00001446692,0.0000193812,0.000001604367,0.000005191489,0.0001039892,6.404734e-7,0.0001393726],"genre_scores_gemma":[0.9992964,0.0001497914,0.00005675034,0.00005059133,0.000004225365,0.00001259315,0.000218779,0.000001348322,0.0002095143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02100439,"threshold_uncertainty_score":0.04176426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179121773544885,"score_gpt":0.3392461169847544,"score_spread":0.2974548992493056,"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."}}