{"id":"W4310709407","doi":"10.2196/40123","title":"Low– and Medium–Socioeconomic-Status Group Members’ Perceived Challenges and Solutions for Healthy Nutrition: Qualitative Focus Group Study","year":2022,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Thematic analysis; Snacking; Psychology; Qualitative research; Healthy eating; Socioeconomic status; Medical education; Applied psychology; Medicine; Population; Environmental health; Physical activity; Marketing; Sociology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001978328,0.0003344415,0.0006329698,0.0003087212,0.008013971,0.00001847819,0.0002001324,0.0001876971,0.0006913388],"category_scores_gemma":[0.00006992872,0.0003478655,0.00009029784,0.0001234738,0.0001949581,0.0001976108,0.0003104025,0.0009376912,0.0000148361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007411672,"about_ca_system_score_gemma":0.0002944313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000913838,"about_ca_topic_score_gemma":0.008071887,"domain_scores_codex":[0.9948425,0.00159708,0.001041439,0.0008451642,0.0002935478,0.001380264],"domain_scores_gemma":[0.9960484,0.001991505,0.0005096166,0.0004258355,0.0001300445,0.0008946358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008247757,0.005496864,0.01813822,0.005595415,0.0001946125,0.000003152834,0.8431287,0.000001562253,0.0001501467,0.09489982,0.02365308,0.007913586],"study_design_scores_gemma":[0.006139263,0.002937502,0.2839558,0.00005803212,0.00004666939,0.000001569653,0.5636318,0.00001665114,3.725137e-7,0.006093594,0.1367496,0.0003691893],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695913,0.003881046,0.00003428871,0.006241952,0.0004677979,0.01835851,0.0007708187,0.0002049677,0.0004493698],"genre_scores_gemma":[0.9113458,0.002004625,0.0001340519,0.0008639055,0.0003021545,0.08466746,0.0004307461,0.00006239305,0.0001888302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2794969,"threshold_uncertainty_score":0.9998974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323065708763478,"score_gpt":0.4569406410977477,"score_spread":0.3246340702213999,"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."}}