{"id":"W2064272087","doi":"10.2196/mhealth.3745","title":"Preferences for a Mobile HIV Prevention App for Men Who Have Sex With Men","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Center for AIDS Research, University of Washington; Emory University","keywords":"Men who have sex with men; Psychological intervention; Focus group; mHealth; Medicine; Population; Mobile phone; Gerontology; Family medicine; Psychology; Human immunodeficiency virus (HIV); Computer science; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008761872,0.0001480385,0.0003800313,0.0001317955,0.000291782,0.00003150968,0.00007588863,0.0000860653,0.00004923138],"category_scores_gemma":[0.0000831303,0.000105975,0.00007768162,0.00008614297,0.0000716785,0.0001031565,0.00001911413,0.000160886,0.000006856418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007259713,"about_ca_system_score_gemma":0.0003870751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001301648,"about_ca_topic_score_gemma":0.0001952867,"domain_scores_codex":[0.9983661,0.0001034068,0.0003526584,0.0003649812,0.0002261026,0.0005867719],"domain_scores_gemma":[0.9986956,0.0001652554,0.0001414059,0.0002253866,0.0001584685,0.0006138429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002660452,0.0006045517,0.00817466,0.01051298,0.00008599698,4.341338e-7,0.001735108,0.000002601847,0.0000442216,0.001571875,0.6763522,0.2982549],"study_design_scores_gemma":[0.02758435,0.1432162,0.0408413,0.002096472,0.0004738369,0.00005865215,0.00779023,0.1974947,0.000469305,0.00711342,0.5721851,0.0006764659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.630408,0.002513588,0.163926,0.01869107,0.0000521184,0.03275151,0.0007092776,0.0003809047,0.1505675],"genre_scores_gemma":[0.7620887,0.0005669526,0.004168912,0.0005821523,0.0006068571,0.008182406,0.0005272399,0.00005771187,0.2232191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2975784,"threshold_uncertainty_score":0.4321536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05324148127881491,"score_gpt":0.4201880439327338,"score_spread":0.366946562653919,"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."}}