{"id":"W3008640862","doi":"10.2196/14457","title":"Protecting Men Who Have Sex With Men From HIV Infection With an mHealth App for Partner Notification: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"mHealth; Observational study; Partner notification; Men who have sex with men; Human immunodeficiency virus (HIV); Medicine; Internet privacy; Psychology; Family medicine; Psychological intervention; Computer science; Nursing; Internal medicine; Syphilis","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":[0.002745898,0.0005182662,0.0008299316,0.001036704,0.001632327,0.001177084,0.0007750652,0.001091831,0.003893898],"category_scores_gemma":[0.007898633,0.001088989,0.002212978,0.001651502,0.0004975366,0.00200626,0.001281971,0.002479931,0.0007235025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005978415,"about_ca_system_score_gemma":0.001231892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01099134,"about_ca_topic_score_gemma":0.01182087,"domain_scores_codex":[0.9979242,0.0006414362,0.0003383414,0.0003657278,0.0004407782,0.0002895669],"domain_scores_gemma":[0.994741,0.001485255,0.002086359,0.0004964572,0.0006271534,0.000563824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004387134,0.001325195,0.9923027,0.000351791,0.0003012247,0.000149221,0.00136285,0.00002773492,0.0001197591,0.00004016161,0.0005682938,0.003012432],"study_design_scores_gemma":[0.000139394,0.002086701,0.98897,0.0002960628,0.0005322349,0.0005015161,0.005582939,0.0004473967,0.00009819317,0.00006457222,0.001241359,0.00003967427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970598,0.0007034327,0.0002397382,0.00007340233,0.00001678618,0.0003447513,0.0008556482,0.0000083859,0.0006981107],"genre_scores_gemma":[0.9970293,0.0006383677,0.0003645374,0.0003081821,0.00004094149,0.0004401144,0.0008114688,0.000007976624,0.0003591327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01099134,"threshold_uncertainty_score":0.0218547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.185932799291698,"score_gpt":0.4468577665116274,"score_spread":0.2609249672199294,"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."}}