{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001752056,0.0003090886,0.0002731778,0.001508538,0.000822723,0.0005870303,0.0006319923,0.0003624314,0.0007266211],"category_scores_gemma":[0.005843768,0.000279351,0.0003192931,0.0009782498,0.0002931114,0.0008324427,0.0008452579,0.0005274025,0.0001252833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008055442,"about_ca_system_score_gemma":0.001589839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04853085,"about_ca_topic_score_gemma":0.1240109,"domain_scores_codex":[0.9991328,0.0004231245,0.00007890549,0.00009116504,0.0001620985,0.0001119163],"domain_scores_gemma":[0.9985701,0.0004109651,0.0005464354,0.00004729514,0.0002288229,0.0001965048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007019689,0.00005209028,0.9692634,0.0001058938,0.00002636054,0.0004232114,0.002272526,0.00007292307,0.0002356034,0.00003205271,0.0006296136,0.02681616],"study_design_scores_gemma":[0.00001366428,0.0003569317,0.9857679,0.0003788025,0.0000746986,0.001131897,0.008955945,0.001076098,0.0006116044,0.0001113329,0.001493882,0.00002702366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958736,0.001407067,0.0003614426,0.0004970244,0.00001391331,0.0001723864,0.0004221718,0.00001182198,0.001240512],"genre_scores_gemma":[0.9937522,0.001760002,0.003553743,0.0001815909,0.0000106291,0.0001224413,0.0002788963,0.00000290719,0.0003375363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04853085,"threshold_uncertainty_score":0.09649676,"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."}}