{"id":"W3012867415","doi":"10.1001/jamapediatrics.2020.0327","title":"Associations Between Screen Use and Child Language Skills","year":2020,"lang":"en","type":"review","venue":"JAMA Pediatrics","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":446,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"PsycINFO; Medicine; Data extraction; MEDLINE; Inclusion (mineral); Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.03539266,0.001615235,0.006419131,0.007124089,0.0004854894,0.004822336,0.002214974,0.002483551,0.005444929],"category_scores_gemma":[0.1344955,0.00107699,0.01437642,0.007443259,0.00123394,0.00359059,0.001952816,0.002786315,0.0003490555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002635474,"about_ca_system_score_gemma":0.003839141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007480103,"about_ca_topic_score_gemma":0.01211327,"domain_scores_codex":[0.9698845,0.01510976,0.008474536,0.002468427,0.003602714,0.0004600141],"domain_scores_gemma":[0.7883453,0.1804397,0.02369437,0.002759375,0.004204536,0.0005566324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001649674,0.00005938416,0.03615203,0.6401638,0.2581325,0.00019541,0.0005306903,0.0006086208,0.0002891577,0.0008879312,0.002998964,0.0583318],"study_design_scores_gemma":[0.0008305897,0.0007038888,0.08081034,0.3587649,0.5354598,0.0004829075,0.0006874682,0.0006410916,0.0004782104,0.003462456,0.01755655,0.0001217173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004112196,0.9917631,0.0007603233,0.001399049,0.0002637409,0.0002176024,0.000802506,0.00001915566,0.0006622089],"genre_scores_gemma":[0.2475948,0.7378683,0.006328822,0.003257143,0.001125468,0.001640571,0.001605995,0.00005354673,0.0005253706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03539266,"threshold_uncertainty_score":0.1871765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03793909533334453,"score_gpt":0.3276615751775357,"score_spread":0.2897224798441912,"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."}}