{"id":"W4221132278","doi":"10.2196/31033","title":"Geosocial Networking Smartphone App Use and High-Risk Sexual Behaviors Among Men Who Have Sex With Men Attending University in China: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; Sanming Project of Medicine in Shenzhen; Centers for Disease Control and Prevention; Young Scientists Fund; National Science and Technology Major Project; Science, Technology and Innovation Commission of Shenzhen Municipality; National Natural Science Foundation of China","keywords":"Men who have sex with men; Demography; Cross-sectional study; Medicine; China; Odds; Young adult; Odds ratio; Reproductive health; Psychology; Gerontology; Human immunodeficiency virus (HIV); Family medicine; Logistic regression; Environmental health; Population; Geography","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":[0.0007811673,0.0003403405,0.0003419384,0.001098375,0.001186789,0.0006811065,0.0004787121,0.0005363357,0.001834528],"category_scores_gemma":[0.00108047,0.0005730778,0.0005790325,0.001185311,0.0003658221,0.000897262,0.000729567,0.0007055004,0.000241378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007324897,"about_ca_system_score_gemma":0.001054544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02760971,"about_ca_topic_score_gemma":0.04274702,"domain_scores_codex":[0.9996033,0.00005648151,0.00005882458,0.00009975574,0.0000968867,0.00008471039],"domain_scores_gemma":[0.9991496,0.00007820306,0.000290048,0.00006183552,0.0001595747,0.0002607898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001969123,0.0000787958,0.9983701,0.00002921989,0.00002711782,0.00003692666,0.0003614936,0.000009125173,0.00007913075,0.00001337387,0.00008976246,0.0008854022],"study_design_scores_gemma":[0.000003805722,0.00008828882,0.9987896,0.00001412338,0.00002945604,0.00007178577,0.0007271887,0.0000857252,0.00002424063,0.00001068465,0.0001504447,0.000004616219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990112,0.0002053998,0.00003184752,0.00004535494,0.000004657768,0.00003957117,0.0002971455,0.000002165318,0.0003626332],"genre_scores_gemma":[0.9991544,0.0001659633,0.00008211783,0.00007689284,0.0000100122,0.00003870329,0.0002334942,0.000001073269,0.0002372119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02760971,"threshold_uncertainty_score":0.05489802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762950889606285,"score_gpt":0.3213097051656573,"score_spread":0.2936801962695944,"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."}}