{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005281847,0.0007326656,0.0003172196,0.0006385579,0.001252522,0.00124601,0.001512011,0.0008302021,0.002242677],"category_scores_gemma":[0.009809733,0.000350925,0.0006709858,0.0002569734,0.0008736274,0.00150307,0.002576521,0.001039423,0.0005318591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542226,"about_ca_system_score_gemma":0.003623467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0033634,"about_ca_topic_score_gemma":0.009165529,"domain_scores_codex":[0.9971697,0.001737079,0.0001630038,0.0002190339,0.0003627721,0.0003484334],"domain_scores_gemma":[0.9969812,0.001615008,0.0002643255,0.0002406977,0.0004095172,0.0004891435],"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":[0.0009258562,0.01775353,0.06557644,0.003731132,0.0001132054,0.002338413,0.1501527,0.001628313,0.01153781,0.0007978423,0.01218606,0.7332587],"study_design_scores_gemma":[0.002332191,0.04617061,0.3740771,0.007872045,0.001820583,0.005161981,0.3233669,0.02201049,0.0331753,0.00409153,0.1789773,0.0009439217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770054,0.0002279509,0.006743178,0.002045404,0.000139363,0.005501748,0.0002663831,0.0004799778,0.0075907],"genre_scores_gemma":[0.9170511,0.0008981201,0.06938831,0.001790669,0.00004953085,0.004478313,0.0003205968,0.00006865499,0.005954795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005281847,"threshold_uncertainty_score":0.02793342,"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."}}