{"id":"W4411146347","doi":"10.2196/65351","title":"Pilot Implementation of HIV Self-Testing Delivery in Private Pharmacies Combined With a Respondent-Driven Sampling Method to Improve HIV Testing for Men Who Have Sex With Men and Transgender Women in Phnom Penh (ANRS 0100s): Protocol for a Prospective Mixed Method Feasibility Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Men who have sex with men; Outreach; Confidentiality; Medicine; Environmental health; Sampling frame; Family medicine; Business; Human immunodeficiency virus (HIV); Population; Political science; Computer security; Computer science","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":[0.03359345,0.001831148,0.00112929,0.001444063,0.002753731,0.001445628,0.002414011,0.00224893,0.01685506],"category_scores_gemma":[0.01755273,0.001854693,0.001720639,0.0008077796,0.001876707,0.001508161,0.002231204,0.002181611,0.002331573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002231551,"about_ca_system_score_gemma":0.01115484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004280568,"about_ca_topic_score_gemma":0.005719789,"domain_scores_codex":[0.9832835,0.01238759,0.001088779,0.0007198909,0.000930146,0.001590013],"domain_scores_gemma":[0.9877564,0.004677171,0.001503508,0.001490791,0.00265385,0.001918242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.152284,0.3961817,0.05329069,0.01570159,0.0007981419,0.003141355,0.03112964,0.005530967,0.01934046,0.005734624,0.01682823,0.3000386],"study_design_scores_gemma":[0.112601,0.6895869,0.1139268,0.002536447,0.0006760159,0.0004191754,0.01887032,0.003070506,0.01121329,0.002020676,0.04477059,0.0003082194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1062729,0.00005559627,0.003305526,0.0002292985,0.00006891429,0.8872381,0.001117726,0.0000597129,0.001652136],"genre_scores_gemma":[0.06328055,0.0001147123,0.01356971,0.0002760151,0.00003286498,0.9215833,0.0002867164,0.000006769658,0.0008493832],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03359345,"threshold_uncertainty_score":0.1776613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2828162760561919,"score_gpt":0.5905909235041886,"score_spread":0.3077746474479968,"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."}}