{"id":"W4210495364","doi":"10.2196/34041","title":"An Evidence-Based HIV Risk–Reduction Intervention for Young African American Women in the US South Using mHealth: Adaptation and Development Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"mHealth; Psychological intervention; Usability; Intervention (counseling); Medical education; Formative assessment; Psychology; Medicine; Computer science; Applied psychology; Nursing","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":[0.009413341,0.0005302643,0.0008659963,0.000820959,0.001299459,0.0009102941,0.0009159803,0.0007120954,0.002225804],"category_scores_gemma":[0.0136042,0.0005102869,0.001661805,0.0009388846,0.0005176897,0.001009887,0.001763526,0.001645231,0.0002243719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966813,"about_ca_system_score_gemma":0.01394745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006460379,"about_ca_topic_score_gemma":0.01320593,"domain_scores_codex":[0.9965199,0.001990471,0.0003813677,0.0002013657,0.0005797908,0.0003270889],"domain_scores_gemma":[0.9972022,0.001021294,0.0004152156,0.0002017098,0.0006575824,0.00050199],"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":[0.007923837,0.1010207,0.06676126,0.02049587,0.001825472,0.001049338,0.03436746,0.000916389,0.003240925,0.001459899,0.006331088,0.7546078],"study_design_scores_gemma":[0.07709404,0.1549215,0.574389,0.0348345,0.008316486,0.00120226,0.05065743,0.003668335,0.007574858,0.002193541,0.08471548,0.0004324319],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568269,0.002428613,0.001418688,0.001686294,0.0001778998,0.03318311,0.0004107143,0.00004088632,0.003826794],"genre_scores_gemma":[0.8978218,0.007747678,0.02582102,0.002807209,0.0001116918,0.06345334,0.0005017652,0.00002301061,0.001712407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009413341,"threshold_uncertainty_score":0.04978311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2907053125005243,"score_gpt":0.5479041696283541,"score_spread":0.2571988571278298,"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."}}