{"id":"W4407296921","doi":"10.3390/children12020203","title":"The Impact of Parental Behaviors on Children’s Lifestyle, Dietary Habits, Screen Time, Sleep Patterns, Mental Health, and BMI: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Children","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade de Coimbra","keywords":"Screen time; Mental health; Overweight; Psychological intervention; Obesity; Childhood obesity; Psychology; Developmental psychology; Early childhood; Longitudinal study; Medicine; Gerontology; Clinical psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003884191,0.0009240234,0.00390036,0.0002413835,0.0003244437,0.00004292782,0.0004834806,0.0002448296,0.0000557323],"category_scores_gemma":[0.0001406372,0.0005769731,0.001441194,0.0004730929,0.0002194468,0.0001017743,0.0005194886,0.001019396,0.00004358091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000347604,"about_ca_system_score_gemma":0.0007567921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007292558,"about_ca_topic_score_gemma":0.00002812043,"domain_scores_codex":[0.996172,0.0005086852,0.001178799,0.0008830455,0.0006106473,0.0006468823],"domain_scores_gemma":[0.9971419,0.0003647293,0.0008762978,0.001066441,0.00005369725,0.0004969361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003251802,0.00338141,0.1477636,0.05787111,0.001509614,0.000005731324,0.00003039891,1.358325e-7,1.315494e-7,0.000007697429,0.009119734,0.780278],"study_design_scores_gemma":[0.000647057,0.001387897,0.4103845,0.5847726,0.001805148,0.0001496366,0.000001644301,8.868794e-7,0.000001542713,0.000003304864,0.0003732726,0.0004725566],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009496405,0.9798463,1.757675e-7,0.0002249695,0.00009752816,0.007590731,0.002563369,0.00007397278,0.0001065675],"genre_scores_gemma":[0.002273801,0.9907264,0.00001136423,0.0003134377,0.000360201,0.0001123493,0.0060074,0.00009740864,0.00009761126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7798054,"threshold_uncertainty_score":0.9996682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875575445122403,"score_gpt":0.3545156190860635,"score_spread":0.3357598646348395,"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."}}