{"id":"W4229030908","doi":"10.2196/37126","title":"Physical Activity and Nutrition Intervention for Middle Schoolers (Move More, Get More): Protocol for a Quasi-Experimental Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of the Assistant Secretary for Health; U.S. Department of Health and Human Services","keywords":"Psychological intervention; Formative assessment; Intervention (counseling); Physical activity; Population; Protocol (science); Obesity; Psychology; Gerontology; Childhood obesity; Focus group; Medicine; Environmental health; Physical therapy; Overweight; Alternative medicine; Pedagogy; 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":[0.02910748,0.004737333,0.009672458,0.003001829,0.006225607,0.003001997,0.004453366,0.008048968,0.0822194],"category_scores_gemma":[0.02063655,0.004584997,0.004040873,0.002652772,0.00391099,0.002982397,0.003154438,0.009445747,0.01777574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0049399,"about_ca_system_score_gemma":0.01861876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00432397,"about_ca_topic_score_gemma":0.006732291,"domain_scores_codex":[0.9838964,0.008005956,0.001870967,0.001809957,0.001976689,0.00244008],"domain_scores_gemma":[0.9850371,0.003884095,0.002042931,0.002777426,0.003495603,0.002762727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4021211,0.3252806,0.002974248,0.03389709,0.001239882,0.0009555549,0.00379839,0.005011039,0.008366574,0.007857895,0.05136173,0.1571359],"study_design_scores_gemma":[0.6611702,0.1876523,0.01416868,0.00621991,0.0006292096,0.0001630405,0.00151858,0.00311903,0.003256323,0.00669444,0.1149902,0.0004180063],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001456167,0.00005302724,0.0007891032,0.00006029232,0.00009489457,0.9967846,0.0003745544,0.00005300596,0.0003344343],"genre_scores_gemma":[0.0005733363,0.0000314779,0.001194491,0.00004623065,0.000015318,0.9979206,0.00004655975,0.000002173906,0.0001697978],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0822194,"threshold_uncertainty_score":0.2750513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2135958581283599,"score_gpt":0.5523965038669675,"score_spread":0.3388006457386076,"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."}}