{"id":"W6957910606","doi":"10.60692/j4xq8-6c013","title":"School-based interventions modestly increase physical activity and cardiorespiratory fitness but are least effective for youth who need them most: an individual participant pooled analysis of 20 controlled trials","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Cardiorespiratory fitness; Psychological intervention; VO2 max; Physical fitness; Population; Randomized controlled trial; Physical activity; Physical activity level","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":[0.02449251,0.003400072,0.01940177,0.002622395,0.0004712887,0.00347331,0.001354404,0.003157384,0.003254291],"category_scores_gemma":[0.03587611,0.001431059,0.02841682,0.002516731,0.001177931,0.001629925,0.001201748,0.001977317,0.0002710822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908448,"about_ca_system_score_gemma":0.001977007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002427704,"about_ca_topic_score_gemma":0.004713805,"domain_scores_codex":[0.9798899,0.01216679,0.004377319,0.001707348,0.001388086,0.000470588],"domain_scores_gemma":[0.9852579,0.008095286,0.00463048,0.0007272994,0.0009074525,0.0003816701],"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":[0.2002247,0.0005519515,0.003515252,0.1076803,0.6529571,0.0001357231,0.0001512778,0.0009135375,0.001735305,0.000159041,0.0007075061,0.03126819],"study_design_scores_gemma":[0.145432,0.01157332,0.01058185,0.007052273,0.8217145,0.0001074883,0.0001101351,0.0007545359,0.0006606298,0.0003801046,0.001566125,0.00006705434],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2121942,0.7616727,0.007037008,0.0008403674,0.00145726,0.01293947,0.002033165,0.0003302376,0.001495601],"genre_scores_gemma":[0.8473272,0.1247513,0.008164456,0.001584737,0.0006572812,0.01510812,0.001256803,0.0001125342,0.001037686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02449251,"threshold_uncertainty_score":0.1295304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187819369591328,"score_gpt":0.3174752639224601,"score_spread":0.1986933269633273,"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."}}