{"id":"W2903990358","doi":"10.2196/11791","title":"“If You Let Them, They Will Be on It 24 Hours a Day”: Qualitative Study Conducted in the United States Exploring Brazilian Immigrant Mothers’ Beliefs, Attitudes, and Practices Related to Screen Time Behaviors of Their Preschool-Age Children","year":2018,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Immigration; Thematic analysis; Qualitative research; Screen time; Overweight; Medicine; Psychology; Developmental psychology; Gerontology; Obesity; Sociology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001924121,0.0001967288,0.0002522231,0.0003174937,0.000413596,0.0001970692,0.0003414248,0.00009892833,0.00002042674],"category_scores_gemma":[0.0004706778,0.0001424985,0.00003281971,0.000947164,0.000222815,0.0004237065,0.0001556254,0.0002681273,0.000004322808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002370937,"about_ca_system_score_gemma":0.0000506141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006836677,"about_ca_topic_score_gemma":0.003528167,"domain_scores_codex":[0.9980453,0.0004747804,0.0003945267,0.0003728098,0.0003747549,0.0003378712],"domain_scores_gemma":[0.9985125,0.0007033497,0.0004015725,0.0001958001,0.0001045927,0.00008219043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003035631,0.0002448889,0.4932868,0.000004985925,0.00003333067,0.000003308214,0.5052279,0.000001607658,0.000016472,0.0002755935,0.0002503149,0.0006244422],"study_design_scores_gemma":[0.0008079969,0.0005225344,0.5966762,0.00007492979,0.00005001084,0.000001340317,0.3997683,0.000007601151,0.00002170304,0.0006961146,0.001038804,0.0003344543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968803,0.00006285498,8.698557e-7,0.00116267,0.00005181842,0.001058009,0.00007803718,0.00006177049,0.0006436743],"genre_scores_gemma":[0.9992445,0.0002722142,0.00004603109,0.0001055139,0.00007772321,0.00004848427,0.00008669279,0.00001742316,0.0001014619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1054596,"threshold_uncertainty_score":0.9997769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06737171980174415,"score_gpt":0.3620217612762537,"score_spread":0.2946500414745096,"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."}}