{"id":"W3156825937","doi":"10.2196/26195","title":"An mHealth Physical Activity Intervention for Latina Adolescents: Iterative Design of the Chicas Fuertes Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"mHealth; Psychological intervention; Focus group; Population; Usability; Intervention (counseling); Psychology; Social media; Target audience; Medical education; Applied psychology; Medicine; Computer science; Nursing; Advertising; World Wide Web; Sociology; Environmental health; Business","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003681279,0.000159825,0.0003842588,0.0001384196,0.002163586,0.00001917249,0.0003775896,0.0001262945,0.00005023264],"category_scores_gemma":[0.0005896107,0.0001113473,0.000107018,0.001086506,0.0001345292,0.000363203,0.0002263217,0.001410319,0.00004447441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003590499,"about_ca_system_score_gemma":0.001480698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001425198,"about_ca_topic_score_gemma":0.0002696073,"domain_scores_codex":[0.9905007,0.006981726,0.0006070319,0.0003848065,0.0006724296,0.0008532771],"domain_scores_gemma":[0.9948148,0.001658811,0.0004155916,0.0007304183,0.002069396,0.0003110534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005753328,0.06548756,0.1012613,0.02327557,0.0002461343,0.000003628785,0.3016855,0.0001631648,0.007441363,0.03272532,0.02273553,0.4392216],"study_design_scores_gemma":[0.005864113,0.004445686,0.9128319,0.001474522,0.00002859619,0.00000160143,0.0431275,0.02270973,0.002057622,0.004355669,0.002867267,0.0002358022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629667,0.00003675894,0.01687684,0.001714758,0.0002517924,0.01737043,0.0001679863,0.00004791092,0.0005668556],"genre_scores_gemma":[0.9767022,0.00003339366,0.0002078889,0.0001202097,0.0002040268,0.02248126,0.00003073506,0.00002389457,0.000196356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8115705,"threshold_uncertainty_score":0.9991354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2072999309338109,"score_gpt":0.5919596997829826,"score_spread":0.3846597688491716,"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."}}