{"id":"W4409427984","doi":"10.2196/62929","title":"Barriers and Facilitators to HIV and Viral Hepatitis Testing in Primary Health Care Settings in the Kyrgyz Republic (BarTest): Protocol for a Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Protocol (science); Human immunodeficiency virus (HIV); Medicine; Preprint; Health care; Family medicine; Nursing; Alternative medicine; Computer science; Political science; World Wide Web","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":[0.04796026,0.003796543,0.004207491,0.003770175,0.005327122,0.003386108,0.004900725,0.004321619,0.04486633],"category_scores_gemma":[0.02218404,0.003576737,0.004459571,0.00323722,0.002638811,0.003343349,0.003594591,0.005258123,0.006406097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005492152,"about_ca_system_score_gemma":0.0231815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004698745,"about_ca_topic_score_gemma":0.009682631,"domain_scores_codex":[0.9786589,0.01450423,0.002801419,0.00135789,0.001042404,0.001635183],"domain_scores_gemma":[0.9809852,0.007946096,0.001979222,0.002493399,0.005053585,0.00154254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.06180319,0.06660139,0.02110207,0.145157,0.001564363,0.01191722,0.1346215,0.01499198,0.02121094,0.04190302,0.1183777,0.3607497],"study_design_scores_gemma":[0.09195971,0.05364155,0.0649019,0.06285389,0.001459804,0.002133407,0.1293209,0.0105591,0.01124841,0.03051083,0.5401863,0.001224124],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003198389,0.0001512024,0.002406726,0.0001329294,0.00007293157,0.9927174,0.0007564985,0.00002759159,0.0005362825],"genre_scores_gemma":[0.001013787,0.0001082166,0.004574755,0.00007700277,0.000009610868,0.9938944,0.000116055,0.000002294397,0.000203958],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04796026,"threshold_uncertainty_score":0.2536411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1485554378480068,"score_gpt":0.5719125761577378,"score_spread":0.423357138309731,"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."}}