{"id":"W3044808706","doi":"10.1177/0956462420926344","title":"They are likely to be there: using a family-centered index testing approach to identify children living with HIV in Kenya","year":2020,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Centers for Disease Control and Prevention; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Medicine; Human immunodeficiency virus (HIV); Outpatient clinic; Pediatrics; Family medicine; Internal medicine","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":[0.000473055,0.0001651821,0.0003378209,0.0006214523,0.00004781655,0.0001518934,0.0005257997,0.00004883187,0.00007532207],"category_scores_gemma":[0.001376354,0.0001288556,0.0001629016,0.0004759352,0.00002961125,0.0003086624,0.0002056677,0.0005496869,0.00001932048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352242,"about_ca_system_score_gemma":0.000183691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002049143,"about_ca_topic_score_gemma":0.00003181458,"domain_scores_codex":[0.9977126,0.00009631419,0.0006020368,0.0002364682,0.001070785,0.0002818696],"domain_scores_gemma":[0.9982586,0.000100992,0.0002549474,0.0001231626,0.0008193422,0.0004429515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006331347,0.0006030235,0.9691476,0.00003608258,0.0005620155,0.0002246134,0.002385276,0.001543673,0.0147664,0.00003914727,0.002552397,0.007506652],"study_design_scores_gemma":[0.002277721,0.002876576,0.9806335,0.003544752,0.00005717892,0.0006443948,0.002547828,0.006558616,0.0002569777,0.0000266782,0.0003768839,0.0001989107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684283,0.0001045679,0.02584068,0.003082186,0.00006302442,0.0002829059,0.00003742641,0.00001614172,0.002144774],"genre_scores_gemma":[0.9868839,0.000009103093,0.01093218,0.001393505,0.0005243776,0.000006426756,0.00000632999,0.0000322663,0.0002119086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01845561,"threshold_uncertainty_score":0.5254579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08008259226893676,"score_gpt":0.3566468942226019,"score_spread":0.2765643019536652,"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."}}