{"id":"W4401523871","doi":"10.2196/57509","title":"Multidimensional School-Based and Family-Involved Interventions to Promote a Healthy and Sustainable Lifestyle (LIVELY) for Childhood Obesity Prevention: Study Protocol","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Childhood obesity; Psychological intervention; Protocol (science); Gerontology; Medicine; Psychology; Obesity; Alternative medicine; Overweight; Nursing","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":[0.01354834,0.004195449,0.007109278,0.00306936,0.0057064,0.002790372,0.004994361,0.004607286,0.05671318],"category_scores_gemma":[0.01027231,0.003978941,0.004067703,0.003053164,0.002317105,0.00215866,0.003409686,0.006690566,0.008690421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007113102,"about_ca_system_score_gemma":0.03652078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060876,"about_ca_topic_score_gemma":0.01543766,"domain_scores_codex":[0.9915677,0.003840139,0.001284481,0.001304635,0.0008421406,0.001160956],"domain_scores_gemma":[0.992633,0.001826053,0.001211359,0.0007728122,0.002132106,0.00142466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3880756,0.2106005,0.0129209,0.05235229,0.002181759,0.001439367,0.006717233,0.009334476,0.005436309,0.009081319,0.05298243,0.2488776],"study_design_scores_gemma":[0.6974436,0.1022258,0.03996452,0.01202183,0.001725874,0.0002344869,0.004696188,0.005298993,0.003412636,0.006311612,0.126115,0.0005495749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002311182,0.000106377,0.0008057816,0.00006895755,0.00003932648,0.9949986,0.001123639,0.00003166575,0.0005144831],"genre_scores_gemma":[0.000891249,0.00007672689,0.001257631,0.00003086359,0.000005999419,0.997449,0.0001186228,0.000001597185,0.0001683377],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05671318,"threshold_uncertainty_score":0.1897245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350097610192499,"score_gpt":0.525081117837527,"score_spread":0.3900713568182771,"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."}}