{"id":"W7147200693","doi":"10.2196/80705","title":"Acceptability, feasibility, and user experiences of NOLA Gem: a geospatially customizable culturally tailored JITAI for violence-affected people living with HIV (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Qualitative research; Focus group; Narrative; Work (physics); Perspective (graphical); Context (archaeology)","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":[],"consensus_categories":[],"category_scores_codex":[0.0003466047,0.0003098837,0.0004469975,0.000370031,0.0003997537,0.0002429963,0.001072824,0.0001784901,0.0001111696],"category_scores_gemma":[0.000289603,0.0002448272,0.0000939708,0.0007719914,0.0003521857,0.001121658,0.000721873,0.0002785826,0.000002934774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861466,"about_ca_system_score_gemma":0.00011621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001412691,"about_ca_topic_score_gemma":0.0007822754,"domain_scores_codex":[0.9978619,0.0001136365,0.000495529,0.0008625111,0.0002797457,0.0003866573],"domain_scores_gemma":[0.9978742,0.0002889185,0.0003450544,0.0007942908,0.0006471048,0.00005044706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008057979,0.0005617096,0.9047672,0.0003235256,0.0001299304,0.00000137234,0.06033556,0.00004821651,0.01177623,0.0201731,0.0005858413,0.001216726],"study_design_scores_gemma":[0.0009474897,0.0005659296,0.95671,0.0003440647,0.00001971465,0.000003772476,0.01271472,0.001566041,0.02408854,0.002571427,0.00006070608,0.0004075848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965601,0.00001387624,0.03173467,0.0001066655,0.000181989,0.0016236,0.000004227131,0.0004023206,0.0003316282],"genre_scores_gemma":[0.9939255,0.000002166867,0.005107554,0.00004296238,0.00001426755,0.0005483322,0.000008082618,0.00001265782,0.0003385527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0519428,"threshold_uncertainty_score":0.9983765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576793434125438,"score_gpt":0.294930184179674,"score_spread":0.2791622498384196,"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."}}