{"id":"W2885359685","doi":"10.1136/bjsports-2017-098136","title":"Effects of physical activity interventions on cognitive and academic performance in children and adolescents: a novel combination of a systematic review and recommendations from an expert panel","year":2018,"lang":"en","type":"review","venue":"British Journal of Sports Medicine","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":577,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Psychological intervention; PsycINFO; Cognition; Intervention (counseling); Clinical psychology; MEDLINE; Psychology; Medicine; Effects of sleep deprivation on cognitive performance; Systematic review; Applied psychology; Medical education; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005223798,0.0002137579,0.00223471,0.00019206,0.00002952642,0.000004941386,0.000106166,0.0001111385,0.00001190022],"category_scores_gemma":[0.0001985631,0.000172873,0.0001275131,0.0001543145,0.0002066267,0.0001114407,0.0000445941,0.000526829,2.667545e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003212352,"about_ca_system_score_gemma":0.00003240535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006875371,"about_ca_topic_score_gemma":0.000001623302,"domain_scores_codex":[0.9981897,0.0002007107,0.001013841,0.0002442922,0.000240213,0.0001111991],"domain_scores_gemma":[0.9977872,0.0002306461,0.001647253,0.00009410702,0.0001301645,0.0001106312],"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":[0.00002949907,0.00122379,0.0002966099,0.2468654,0.0003219596,0.00001184497,0.0005712823,1.79335e-9,0.00000164163,0.00001325565,0.00007908563,0.7505857],"study_design_scores_gemma":[0.00141295,0.0004043924,0.2436979,0.7520202,0.001812511,0.0004757117,0.00003052611,5.135166e-7,0.000001701537,0.00001751889,0.00002400208,0.0001020534],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1860133,0.8124048,0.00001608768,0.000039375,0.00008844195,0.001372625,0.00005761327,0.000002619726,0.000005194297],"genre_scores_gemma":[0.1826509,0.8170785,0.00001104213,0.00005106098,0.00009995979,0.0000354619,0.00005300317,0.00001407955,0.000005964033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7504836,"threshold_uncertainty_score":0.7049556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306121633806437,"score_gpt":0.3665356483168571,"score_spread":0.3234744319787927,"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."}}