{"id":"W2150491926","doi":"10.1371/journal.pmed.1001414","title":"Supervised and Unsupervised Self-Testing for HIV in High- and Low-Risk Populations: A Systematic Review","year":2013,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":358,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Canadian Institutes of Health Research; Grand Challenges Canada; Bill and Melinda Gates Foundation","keywords":"Medicine; PsycINFO; CINAHL; MEDLINE; Family medicine; Phone; Test (biology); Clinical psychology; Psychiatry; Psychological intervention","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":[0.001346039,0.0005140109,0.004687919,0.000636238,0.0001277057,0.00002889873,0.0001800004,0.0002199042,0.0002030879],"category_scores_gemma":[0.01346341,0.0003219617,0.0002554839,0.0007184166,0.0001260807,0.0001259002,0.00009026898,0.0005979891,0.00005091188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395478,"about_ca_system_score_gemma":0.0001836205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001809731,"about_ca_topic_score_gemma":0.00002028025,"domain_scores_codex":[0.9960026,0.0005501266,0.001902446,0.0005836375,0.0004874025,0.0004738377],"domain_scores_gemma":[0.9966483,0.001463075,0.0004614591,0.0006087137,0.0003625425,0.0004558751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004538259,0.0001464621,0.0001552175,0.9385616,0.0003381803,0.00001947218,0.00008867238,5.340202e-9,0.000001915455,0.00005973384,0.00421961,0.05640465],"study_design_scores_gemma":[0.002088177,0.001356408,0.00003733709,0.9758845,0.009717687,0.0001730074,0.0000708397,0.001602678,1.243869e-7,0.00008404676,0.008723535,0.0002616508],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001888834,0.9838079,0.00005440226,0.0008564683,0.00003503817,0.01471185,0.00009115398,0.00008768916,0.000166566],"genre_scores_gemma":[0.0000232143,0.9912786,0.002364749,0.0001530793,0.0002297145,0.004003027,0.0005821381,0.00008947333,0.001275936],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.056143,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197393763326743,"score_gpt":0.3813957651189672,"score_spread":0.2616563887862929,"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."}}