{"id":"W4415695862","doi":"10.2196/74208","title":"Formative Evaluation of an HIV Prevention App tailored for Latino Men Who Have Sex With Men: Acceptability and Usability Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Formative assessment; Human immunodeficiency virus (HIV); Men who have sex with men; Usability; Atlanta; Program evaluation; Public health","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":[0.01375271,0.001242633,0.001022212,0.0009046225,0.0008545491,0.001294308,0.0009051132,0.0007880042,0.001986214],"category_scores_gemma":[0.02944363,0.0004703693,0.001624986,0.0003401088,0.0006272436,0.001009225,0.001175893,0.0007033753,0.0004129026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005440374,"about_ca_system_score_gemma":0.001012336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342841,"about_ca_topic_score_gemma":0.002502886,"domain_scores_codex":[0.9951882,0.002787228,0.0005055437,0.0004358683,0.0008041992,0.0002788546],"domain_scores_gemma":[0.981867,0.01192573,0.0009667039,0.0009360701,0.003695633,0.0006088621],"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":[0.01774712,0.08290705,0.1447367,0.01331202,0.001907898,0.003238512,0.1110952,0.001859861,0.05081245,0.000525637,0.01048522,0.5613724],"study_design_scores_gemma":[0.00955619,0.3007106,0.5436996,0.004131875,0.003881777,0.004027321,0.04646335,0.01232391,0.03443738,0.0008749838,0.03901019,0.0008827446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930117,0.0001876471,0.001653926,0.00009856335,0.00006110291,0.003786735,0.0002236841,0.00009660552,0.0008801668],"genre_scores_gemma":[0.94885,0.0008331261,0.03076239,0.0005757321,0.000156738,0.01488449,0.000737188,0.0001123913,0.003087959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01375271,"threshold_uncertainty_score":0.07273215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07845480440516589,"score_gpt":0.4903606009554909,"score_spread":0.4119057965503251,"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."}}