{"id":"W3014119323","doi":"10.3390/diagnostics10040194","title":"Key Stakeholders’ Perspectives on Implementation and Scale up of HIV Self-Testing in Rwanda","year":2020,"lang":"en","type":"article","venue":"Diagnostics","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"HIV Legal Network","funders":"Inyuvesi Yakwazulu-Natali","keywords":"Key (lock); Human immunodeficiency virus (HIV); Scale (ratio); Process management; Business; Medicine; Computer science; Virology; Computer security; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009444963,0.00005887171,0.0001261421,0.00007643473,0.00002842179,0.00001115642,0.00003102544,0.00002194426,0.0001292357],"category_scores_gemma":[0.001659917,0.0000554027,0.00003005127,0.0001872611,0.00003942673,0.00004531017,0.00002537176,0.0001234873,0.00001125414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000327731,"about_ca_system_score_gemma":0.00004850633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005874476,"about_ca_topic_score_gemma":0.00004586237,"domain_scores_codex":[0.9993717,0.00003388067,0.0001669367,0.0001340418,0.0001610048,0.0001324569],"domain_scores_gemma":[0.999341,0.0003391468,0.0000362497,0.00006588164,0.0001042958,0.0001134129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001299566,0.000568912,0.883221,0.0003378104,0.00007289142,0.00006553224,0.04786224,0.000009324776,0.002819439,0.00151831,0.03050839,0.03288616],"study_design_scores_gemma":[0.009591471,0.01349878,0.7490397,0.001123385,0.000152471,0.00001756377,0.1939638,0.007976622,0.01953238,0.0002411012,0.004564301,0.000298381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938364,0.0002836904,0.0003360655,0.001992166,0.0000109875,0.0002949449,0.00007134778,0.00002222848,0.00315217],"genre_scores_gemma":[0.998144,0.0003176255,0.001264888,0.00009040489,0.00004735354,0.00001164804,0.0000299318,0.000008768947,0.00008540084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1461016,"threshold_uncertainty_score":0.2259257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0888047190045926,"score_gpt":0.360615520391362,"score_spread":0.2718108013867694,"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."}}