{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01443476,0.000447863,0.0002594999,0.0006511559,0.00633401,0.003944978,0.0008613906,0.001750378,0.002643925],"category_scores_gemma":[0.01532511,0.0005360674,0.0003775003,0.0005691745,0.004625986,0.002963205,0.004993876,0.002581309,0.0002609372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004738705,"about_ca_system_score_gemma":0.006935071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007567694,"about_ca_topic_score_gemma":0.00635961,"domain_scores_codex":[0.980739,0.01486364,0.0003513862,0.0003328388,0.0007611787,0.00295189],"domain_scores_gemma":[0.9889597,0.006968529,0.001450573,0.0001967025,0.001056186,0.001368394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001053935,0.0001194413,0.02119161,0.0003227191,0.00001453141,0.002912602,0.9453953,0.0002542576,0.0046037,0.007636847,0.001195066,0.01624855],"study_design_scores_gemma":[0.00001339694,0.0002465615,0.02076428,0.0004712756,0.00002256606,0.0005955571,0.9566894,0.0004232151,0.001719422,0.001247785,0.0177682,0.00003842857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736243,0.0004957654,0.001899089,0.01046729,0.00006967408,0.0001621136,0.00003628618,0.00001472048,0.01323071],"genre_scores_gemma":[0.9981031,0.000240131,0.0004110943,0.0004211406,0.000007552748,0.00007021594,0.00001103083,0.000005868319,0.0007298587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01443476,"threshold_uncertainty_score":0.07633919,"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."}}