{"id":"W4236980430","doi":"10.21203/rs.2.11016/v2","title":"A Systematic Review to Assess the Effectiveness of Technology-Based Interventions to Address Obesity in Children","year":2019,"lang":"en","type":"review","venue":"Research Square","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Psychological intervention; Obesity; Systematic review; Medicine; Psychology; Computer science; Environmental health; Political science; MEDLINE; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01170711,0.002109388,0.01319962,0.007652708,0.0007865484,0.00306398,0.00182849,0.002638864,0.005018592],"category_scores_gemma":[0.04708256,0.001424394,0.01363271,0.006530677,0.001133494,0.002311378,0.00189884,0.002374253,0.000330525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005267439,"about_ca_system_score_gemma":0.01218949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588706,"about_ca_topic_score_gemma":0.04126104,"domain_scores_codex":[0.9898665,0.00409757,0.003458429,0.0006512841,0.001631457,0.0002947196],"domain_scores_gemma":[0.9816535,0.01372046,0.002778188,0.0003064733,0.001223568,0.0003177913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001143517,0.00004574731,0.0005908636,0.9165565,0.05568752,0.00007752347,0.0001228163,0.0001310814,0.0001653954,0.0001674935,0.000690373,0.02462117],"study_design_scores_gemma":[0.003161736,0.0007291375,0.004692321,0.5239942,0.4573524,0.0002336341,0.0002363182,0.0001762438,0.0002146266,0.0003405524,0.008816395,0.00005235315],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002227985,0.9954857,0.0002659511,0.0001946207,0.0002506764,0.000932419,0.0003210826,0.00001629196,0.0003052397],"genre_scores_gemma":[0.03416806,0.9621397,0.001424956,0.0006086177,0.0001078528,0.001145215,0.0001883293,0.000008261009,0.0002090939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01588706,"threshold_uncertainty_score":0.06191385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216113736137069,"score_gpt":0.4809046566767973,"score_spread":0.3592932830630903,"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."}}