{"id":"W2153493683","doi":"10.1016/j.jneb.2012.05.001","title":"Texting for Health: The Use of Participatory Methods to Develop Healthy Lifestyle Messages for Teens","year":2012,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Focus group; Psychological intervention; General partnership; Phone; Protocol (science); Medical education; Citizen journalism; Psychology; Medicine; Text message; Applied psychology; Computer science; Nursing; World Wide Web; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004103355,0.0001109093,0.000349224,0.0002088785,0.0009028259,0.00001003862,0.00009876173,0.0001128582,0.00002714809],"category_scores_gemma":[0.00124213,0.00008347965,0.00007272997,0.0003018391,0.00003780059,0.0002213759,0.00001941567,0.00027219,0.000002472724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187246,"about_ca_system_score_gemma":0.002161294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004012463,"about_ca_topic_score_gemma":0.0000263954,"domain_scores_codex":[0.9971879,0.0006199178,0.001417921,0.0001211739,0.0001466848,0.0005064009],"domain_scores_gemma":[0.9940144,0.002367676,0.001287353,0.0001710743,0.001456833,0.00070264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004269883,0.00849128,0.06961612,0.004356202,0.00002352209,4.126008e-8,0.009019072,0.000001582687,0.001297973,0.005137932,0.3126715,0.5889578],"study_design_scores_gemma":[0.0008338239,0.0004122907,0.1492392,0.0002849948,0.00008000686,0.000009182591,0.004782822,0.000006933514,0.00009321899,0.00009114347,0.8440957,0.0000707267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7238086,0.00834421,0.09865055,0.1407844,0.005500743,0.02250861,0.0003311874,0.00004590567,0.00002566761],"genre_scores_gemma":[0.1982855,0.001779836,0.7227439,0.02907319,0.002903766,0.04467523,0.00005478279,0.00005236987,0.0004313977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6240934,"threshold_uncertainty_score":0.6943898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.316995462463162,"score_gpt":0.5832638788286562,"score_spread":0.2662684163654942,"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."}}