{"id":"W4293063341","doi":"10.2196/40191","title":"A Web-Based Intervention to Improve Health Literacy and Obesogenic Behaviors Among Adolescents: Protocol of a Randomized Pilot Feasibility Study for a Parallel Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Psychological intervention; Intervention (counseling); Randomized controlled trial; Medicine; Health literacy; Obesity; Behavior change; Family medicine; Gerontology; Physical therapy; Psychology; Nursing; Health care","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":[0.0337063,0.005258036,0.01014002,0.00367577,0.004745056,0.004373927,0.003976258,0.007742422,0.06096969],"category_scores_gemma":[0.02727077,0.003843886,0.004412317,0.003893406,0.003929925,0.004256464,0.00307414,0.008222698,0.01081372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004779816,"about_ca_system_score_gemma":0.02052525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003489222,"about_ca_topic_score_gemma":0.005019139,"domain_scores_codex":[0.9771985,0.01323354,0.002411043,0.001802975,0.002702923,0.00265104],"domain_scores_gemma":[0.9879482,0.002741001,0.002113984,0.001540461,0.003149855,0.002506508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.810145,0.0889987,0.001776272,0.01345637,0.001454774,0.0002633616,0.0008135821,0.003093433,0.002761407,0.003012473,0.01125346,0.06297114],"study_design_scores_gemma":[0.9341931,0.04733326,0.002236615,0.001088857,0.0004264179,0.00003170902,0.0001504062,0.001167719,0.0006846755,0.001078501,0.01153043,0.00007831691],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001459023,0.00004093895,0.0005381496,0.00005048757,0.00007135094,0.9973145,0.0002818778,0.00003833734,0.0002054021],"genre_scores_gemma":[0.001212586,0.0000407478,0.001355862,0.00005567583,0.00002160188,0.9971306,0.00004933969,0.000002456301,0.0001311804],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06096969,"threshold_uncertainty_score":0.2039639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0969716042799292,"score_gpt":0.5181769927271449,"score_spread":0.4212053884472157,"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."}}