{"id":"W4412838887","doi":"10.6000/1929-4247.2025.14.03.7","title":"Gamification in Child and Adolescent Health: Trends, Applications, and Policy Relevance for Mental Well-Being, Physical Activity, and Nutrition","year":2025,"lang":"en","type":"article","venue":"International Journal of Child Health and Nutrition","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Relevance (law); Mental health; Physical activity; Gerontology; Psychiatry; Physical therapy","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":[0.0286827,0.0005893902,0.002079698,0.03226951,0.0008412292,0.006865338,0.0009204596,0.001188017,0.004148473],"category_scores_gemma":[0.07920518,0.0003307188,0.002177228,0.05422379,0.001562509,0.004213091,0.0039947,0.001437501,0.000314659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003671075,"about_ca_system_score_gemma":0.008781565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007295091,"about_ca_topic_score_gemma":0.0100297,"domain_scores_codex":[0.9858232,0.007885786,0.001701506,0.001096322,0.002968719,0.0005244049],"domain_scores_gemma":[0.9130854,0.07038961,0.008088649,0.001682288,0.00547609,0.001277981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004091345,0.0001623193,0.06041811,0.06195793,0.001463992,0.0002277792,0.00394357,0.001343234,0.0004711414,0.01440798,0.007119605,0.8480753],"study_design_scores_gemma":[0.0003467094,0.001188421,0.3441529,0.2481444,0.006672178,0.001908384,0.02435249,0.008060973,0.002035659,0.04521747,0.3175558,0.0003646268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.128244,0.8072966,0.007102035,0.02391801,0.000759481,0.0008260868,0.007709903,0.0002727784,0.02387106],"genre_scores_gemma":[0.5070965,0.4640355,0.02182682,0.001502556,0.0005011152,0.001149981,0.002766409,0.00005592047,0.001065221],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03226951,"threshold_uncertainty_score":0.1516904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567018125854451,"score_gpt":0.3805875065671711,"score_spread":0.3649173253086265,"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."}}