{"id":"W4205399537","doi":"10.2196/32156","title":"Sexual Partner Referral for HIV Testing Through Social Networking Platforms: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Men who have sex with men; Respondent; Referral; Reproductive health; Sexual partner; Psychology; Medicine; Family medicine; Partner notification; Clinical psychology; Human immunodeficiency virus (HIV); Population; Environmental health; Gonorrhea","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002219357,0.0003451727,0.0003158904,0.0009037558,0.0008155113,0.000836074,0.0004036231,0.0007385594,0.002202257],"category_scores_gemma":[0.002661548,0.0007773071,0.0004676676,0.0009491963,0.0003583881,0.001196631,0.0007529516,0.0008140532,0.0005287195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002958973,"about_ca_system_score_gemma":0.0003764629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002629662,"about_ca_topic_score_gemma":0.004283508,"domain_scores_codex":[0.998805,0.0004546877,0.000139427,0.0001974089,0.0002584487,0.0001448924],"domain_scores_gemma":[0.9980205,0.000538716,0.000702486,0.000148445,0.0002974706,0.0002923127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003568071,0.0002133461,0.9979801,0.00002560864,0.00003885617,0.00006731811,0.0006614175,0.000007538778,0.0001066736,0.00001346198,0.00005886049,0.0007911334],"study_design_scores_gemma":[0.00001617243,0.0009360033,0.99302,0.00004352068,0.00008635301,0.0005835879,0.004606089,0.0002047229,0.0001017591,0.00002305494,0.0003690025,0.000009705027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992617,0.0001353457,0.0001002243,0.00001866803,0.000004367871,0.00005461212,0.0001123632,0.00000179781,0.0003108515],"genre_scores_gemma":[0.9992433,0.000154177,0.0001523356,0.00008531106,0.000008541206,0.0000681591,0.0001120032,0.000001635374,0.0001745861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002629662,"threshold_uncertainty_score":0.01173729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2126023999981511,"score_gpt":0.4579234806798778,"score_spread":0.2453210806817266,"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."}}