{"id":"W1970662145","doi":"10.1097/qai.0b013e318202bf7d","title":"HIV Partner Notification Is Effective and Feasible in Sub-Saharan Africa: Opportunities for HIV Treatment and Prevention","year":2011,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":220,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences; National Institute of Mental Health","keywords":"Referral; Partner notification; Medicine; Family medicine; Public health; Human immunodeficiency virus (HIV); Nursing","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":[0.0008804053,0.0001641042,0.0004592332,0.0006803907,0.0001156302,0.00003904793,0.00008677967,0.00007434114,0.00006692148],"category_scores_gemma":[0.0002390889,0.0001241055,0.0002193983,0.0002590244,0.0001727455,0.0004089446,0.00002786847,0.00007203782,0.00000955119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138051,"about_ca_system_score_gemma":0.000107125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001951989,"about_ca_topic_score_gemma":0.000003768524,"domain_scores_codex":[0.9985433,0.000135717,0.0006186232,0.0001952526,0.0002113991,0.000295735],"domain_scores_gemma":[0.9990421,0.0001412988,0.0002621238,0.0001768608,0.0002360251,0.0001415756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006621613,0.008520056,0.05275481,0.002221411,0.001945859,0.0006097672,0.03100554,0.000004754776,0.1521469,0.002068656,0.04139072,0.7007099],"study_design_scores_gemma":[0.02435836,0.07489576,0.7641762,0.004516345,0.001475762,0.003528858,0.01494148,0.002275479,0.09213234,0.006242028,0.01054557,0.0009117784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829649,0.01274648,0.001309222,0.0008380786,0.00006089052,0.0009193632,0.00003832096,0.00001623546,0.001106516],"genre_scores_gemma":[0.9855491,0.004723465,0.0007861949,0.000007627955,0.00002136098,0.0001134219,0.00001888819,0.00002185236,0.008758079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7114214,"threshold_uncertainty_score":0.5060874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138151255666653,"score_gpt":0.3352883615975827,"score_spread":0.2214732360309175,"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."}}