{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02683671,0.0008706229,0.0004975601,0.001280445,0.001748841,0.001869931,0.001412325,0.00118918,0.006081069],"category_scores_gemma":[0.03788783,0.0005507423,0.0006101587,0.0008129466,0.001212524,0.002279873,0.003594055,0.001149581,0.0006916351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006319089,"about_ca_system_score_gemma":0.002372825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110174,"about_ca_topic_score_gemma":0.002123934,"domain_scores_codex":[0.9825549,0.01424833,0.0005547547,0.0009551315,0.001326322,0.0003606509],"domain_scores_gemma":[0.9579284,0.03714193,0.001399413,0.00156232,0.001309514,0.0006583823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007662054,0.003416847,0.00835233,0.002264998,0.000109874,0.0003545233,0.1437471,0.0007590681,0.02291895,0.003576264,0.005371955,0.8083619],"study_design_scores_gemma":[0.006778449,0.02810719,0.1084117,0.008803951,0.002249116,0.003349841,0.3100685,0.04776861,0.1498438,0.07636703,0.2568341,0.001417697],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7049407,0.0006286813,0.2516977,0.005136785,0.0005069487,0.01434566,0.0007805984,0.001505106,0.02045775],"genre_scores_gemma":[0.5598181,0.000743231,0.4183621,0.001019519,0.0001268031,0.01371266,0.0002675855,0.000209795,0.005740304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02683671,"threshold_uncertainty_score":0.1419278,"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."}}