{"id":"W4406684520","doi":"10.1111/obr.13884","title":"Association between 24‐hour movement behaviors and adiposity in children and adolescents: A compositional data meta‐analysis","year":2025,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brock University; Western University","funders":"Queensland Government; University of Queensland","keywords":"Waist; Body mass index; Meta-analysis; Medicine; Association (psychology); Circumference; Demography; Physical activity; Sedentary behavior; Screen time; Body fat percentage; Obesity; Gerontology; Physical therapy; Psychology; Internal medicine","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02644999,0.002612032,0.01547601,0.01008543,0.0006969944,0.003801091,0.002025618,0.001939287,0.003198904],"category_scores_gemma":[0.08959743,0.001612514,0.03876673,0.009789818,0.0008954027,0.001895197,0.002212504,0.002101546,0.0003367157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563415,"about_ca_system_score_gemma":0.005241896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008719351,"about_ca_topic_score_gemma":0.01503176,"domain_scores_codex":[0.9755107,0.01176435,0.007792888,0.002316066,0.002168038,0.0004479716],"domain_scores_gemma":[0.9515944,0.03572995,0.007875672,0.001725603,0.002766451,0.0003078781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001074529,0.00002380503,0.008214691,0.3839561,0.594369,0.00008230366,0.0001086246,0.0004119117,0.0001725286,0.0001741724,0.0004884212,0.01092393],"study_design_scores_gemma":[0.0004254412,0.0001868716,0.00636985,0.045638,0.9448433,0.00009448251,0.00005792275,0.0001693388,0.000109035,0.0002584734,0.001824105,0.00002320987],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006319191,0.9890589,0.001543556,0.0002497501,0.0001976693,0.0006971176,0.001556029,0.0000398638,0.0003379487],"genre_scores_gemma":[0.2577636,0.7227659,0.009302179,0.001338474,0.0003572933,0.004981767,0.002993486,0.00007358559,0.0004235277],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.984524,"threshold_uncertainty_score":0.1398826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07353684079506072,"score_gpt":0.3641157637078779,"score_spread":0.2905789229128172,"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."}}