{"id":"W4283824963","doi":"10.2196/39358","title":"Adaptation of a Theory-Based, Clinic-Affiliated Smartphone App to Improve HIV Testing and Pre-exposure Prophylaxis Uptake Among Gay, Bisexual, and Other Men Who Have Sex With Men in Malaysia","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Context (archaeology); Focus group; mHealth; Homosexuality; Pre-exposure prophylaxis; Medicine; Human immunodeficiency virus (HIV); Gerontology; Psychology; Family medicine; Nursing; Psychological intervention; Sociology; Syphilis; Geography","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":[0.000978727,0.0001755143,0.0003430995,0.0003420376,0.0001283795,0.00004066768,0.00009753997,0.00006111144,0.0001809829],"category_scores_gemma":[0.0006227388,0.0001458251,0.0000339483,0.0005712791,0.0001535982,0.0001341271,0.0001130844,0.00034821,0.000002661664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006691103,"about_ca_system_score_gemma":0.0001075462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007345556,"about_ca_topic_score_gemma":0.00006164529,"domain_scores_codex":[0.9983845,0.0000509103,0.0004204101,0.0004303951,0.000402837,0.0003109254],"domain_scores_gemma":[0.9991517,0.0001270652,0.0001673714,0.0001383293,0.0002161953,0.0001993093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003661501,0.0006104226,0.8784662,0.0009884184,0.0001656942,0.00002880203,0.01681682,0.0001218652,0.04999669,0.00006239933,0.005880625,0.04320053],"study_design_scores_gemma":[0.01508466,0.0728571,0.5065261,0.001663402,0.0002300454,0.00007634914,0.06306579,0.3290435,0.008110586,0.0002091254,0.002348682,0.0007846979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910647,0.0001052897,0.0002539206,0.0002344764,0.000004164628,0.001267152,0.00007149212,0.00004568553,0.006953128],"genre_scores_gemma":[0.9766504,0.000003363053,0.001257933,0.00007745521,0.00003329821,0.0003724666,0.00001300844,0.00004287964,0.02154927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3719402,"threshold_uncertainty_score":0.5946574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114806391278002,"score_gpt":0.3080194617349581,"score_spread":0.2768713978221781,"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."}}