{"id":"W4200324438","doi":"10.1097/qai.0000000000002878","title":"Brief Report: Active HIV Case Finding in the City of Kigali, Rwanda: Assessment of Voluntary Assisted Partner Notification Modalities to Detect Undiagnosed HIV Infections","year":2021,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; University of British Columbia","funders":"Rwanda Biomedical Centre","keywords":"Case finding; Modalities; Index case; Index (typography); Partner notification; Human immunodeficiency virus (HIV)","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":[0.001754097,0.0003214549,0.000207185,0.0007130631,0.0006022014,0.0006630038,0.0006320917,0.0008068655,0.001797441],"category_scores_gemma":[0.01173756,0.0003368105,0.000248272,0.000501417,0.0004348843,0.0005220548,0.0006221036,0.0006322333,0.0002941595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006666007,"about_ca_system_score_gemma":0.001397173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01593686,"about_ca_topic_score_gemma":0.0141628,"domain_scores_codex":[0.9986066,0.0006995735,0.0001589471,0.0001380061,0.0002544822,0.0001424286],"domain_scores_gemma":[0.994894,0.002041494,0.001691496,0.0002204609,0.0007345559,0.0004179115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001381732,0.0002189411,0.9533139,0.0003502304,0.00005558037,0.01185135,0.002679406,0.0002273559,0.0009750013,0.0001196766,0.006866062,0.02320433],"study_design_scores_gemma":[0.00005198201,0.001507376,0.9350262,0.0004468178,0.0001472369,0.04431111,0.005587525,0.002365088,0.001027669,0.000239172,0.009223884,0.00006596144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904417,0.0009082255,0.001064923,0.003972894,0.0001804166,0.0004694746,0.0007212315,0.00003369646,0.002207392],"genre_scores_gemma":[0.9945114,0.001495283,0.001784515,0.0008068227,0.00023042,0.00009536123,0.0003961077,0.000008564891,0.0006714494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01593686,"threshold_uncertainty_score":0.03168815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05066061279960265,"score_gpt":0.3725869874238822,"score_spread":0.3219263746242796,"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."}}