{"id":"W1527898599","doi":"10.1186/s12889-015-1959-z","title":"Implementation of couples’ voluntary HIV counseling and testing services in Durban, South Africa","year":2015,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Voluntary counseling and testing; Serostatus; Family medicine; Intervention (counseling); Public health; Biostatistics; Human immunodeficiency virus (HIV); Population; Nursing; Environmental health; Health facility; Viral load; Health services","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":[0.002638659,0.0003550109,0.0001753806,0.0004436365,0.002573523,0.001123648,0.0009131191,0.0004976528,0.004879729],"category_scores_gemma":[0.004872626,0.0003548238,0.000170865,0.0004701127,0.000930962,0.000626559,0.002350485,0.0007081602,0.0001761205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003539169,"about_ca_system_score_gemma":0.01072905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05231244,"about_ca_topic_score_gemma":0.06071136,"domain_scores_codex":[0.9979239,0.001065621,0.00008270963,0.0001204263,0.0001896732,0.0006177318],"domain_scores_gemma":[0.9970369,0.0006431241,0.0005540433,0.0001160248,0.0003191722,0.001330776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001123474,0.002400653,0.4936262,0.001911027,0.0001533131,0.01257081,0.1604434,0.0007296563,0.01861703,0.002952001,0.005703953,0.2997686],"study_design_scores_gemma":[0.0003673479,0.002745992,0.8129017,0.001066287,0.00008073704,0.002598225,0.1379497,0.0006616161,0.002499248,0.000469156,0.0386025,0.00005755447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934749,0.000487338,0.0001836588,0.001173507,0.00002393242,0.0005017322,0.0000848915,0.00001898348,0.0040511],"genre_scores_gemma":[0.9979244,0.0002823988,0.0005517027,0.0001611901,0.000005340686,0.0002816769,0.00004811823,0.000002596748,0.0007425756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05231244,"threshold_uncertainty_score":0.1040159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146868195304064,"score_gpt":0.3910115483411017,"score_spread":0.2763247288106954,"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."}}