{"id":"W1973625584","doi":"10.1586/14737159.2013.820543","title":"HIV self-testing strategy: the middle road","year":2013,"lang":"en","type":"editorial","venue":"Expert Review of Molecular Diagnostics","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Human immunodeficiency virus (HIV); Medicine; Virology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000709872,0.0004368422,0.001082149,0.0001075112,0.0001025922,0.00006001585,0.0006370776,0.0004041295,0.0006543279],"category_scores_gemma":[0.03883211,0.000286689,0.0007023803,0.0003916583,0.0001561121,0.00006036116,0.000226995,0.00119333,0.0004382865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114482,"about_ca_system_score_gemma":0.0008678838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002252609,"about_ca_topic_score_gemma":0.000002797507,"domain_scores_codex":[0.9961365,0.0003744552,0.0009902159,0.0004470532,0.00154071,0.0005110318],"domain_scores_gemma":[0.9941798,0.002000267,0.0004589656,0.001269049,0.001774035,0.0003178274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003805708,0.0002806161,0.000007284687,0.009760414,0.000275275,0.0001448023,0.00005087801,2.654293e-7,0.0001536097,0.00004574459,0.9647368,0.02454053],"study_design_scores_gemma":[0.0003721519,0.001131885,0.000009570041,0.06490705,0.0003906963,0.00002044932,0.00003884789,0.0001034052,0.0003276138,0.0000275555,0.9324263,0.0002444144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004308513,0.9009525,0.0005976746,0.00145559,0.0798373,0.002650395,0.000188335,0.00009304651,0.01418214],"genre_scores_gemma":[0.0000394542,0.7351613,0.003763419,0.0007293978,0.2544721,0.0007098984,0.001197284,0.0001406243,0.003786481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1746348,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113022381378838,"score_gpt":0.3524893047033531,"score_spread":0.3213590808895647,"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."}}