{"id":"W3191498228","doi":"10.2196/24112","title":"Mobile Health for Smoking Cessation Among Disadvantaged Young Women During and After Pregnancy: User-Centered Design and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds NutsOhra","keywords":"mHealth; Usability; Disadvantaged; Smoking cessation; Focus group; User-centered design; Qualitative research; Context (archaeology); Psychology; Psychological intervention; Nursing; Applied psychology; Medicine; Medical education; Computer science; Human–computer interaction; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01508306,0.00054528,0.0006892315,0.001083298,0.00107155,0.001465933,0.0006184481,0.0008625145,0.001158333],"category_scores_gemma":[0.02042435,0.0003900703,0.001052794,0.0005515147,0.0007871839,0.001018165,0.001213883,0.0004663192,0.0001696841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006960164,"about_ca_system_score_gemma":0.001287901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008592272,"about_ca_topic_score_gemma":0.001675554,"domain_scores_codex":[0.9920619,0.005892701,0.0005443066,0.0004065469,0.0006729691,0.0004216964],"domain_scores_gemma":[0.9830851,0.01323229,0.0005991709,0.0006338022,0.002034499,0.0004150995],"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":[0.00305337,0.01118283,0.1701778,0.009482307,0.0005591609,0.002085117,0.3044017,0.002267572,0.03259259,0.001832963,0.003468892,0.4588958],"study_design_scores_gemma":[0.003694362,0.1295704,0.4575202,0.007076723,0.002869668,0.004895217,0.2735339,0.02019785,0.03439059,0.003268583,0.06224369,0.0007387519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873531,0.0004310791,0.007460319,0.0002282257,0.00002479038,0.003033552,0.0000874581,0.00007000058,0.001311528],"genre_scores_gemma":[0.9575024,0.0006705845,0.03449434,0.0003257637,0.00002842102,0.006039611,0.0001116346,0.00003322427,0.0007939653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508306,"threshold_uncertainty_score":0.07976782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0928148941849313,"score_gpt":0.5004686105420312,"score_spread":0.4076537163570999,"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."}}