{"id":"W4284900032","doi":"10.1097/olq.0000000000001672","title":"Use of Gay Chatlines and Online Dating Platforms as Potential Mediators or Moderators in the Relationship Between Loneliness, Self-Rated Attractiveness and Human Immunodeficiency Virus Acquisition Risk Among Gay, Bisexual, and Other Men Who Have Sex With Men in Vancouver, Canada","year":2022,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Victoria; University of British Columbia; AIDS Vancouver","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Medicine; Loneliness; Odds ratio; Men who have sex with men; Demography; Psychological intervention; Mediation; Cross-sectional study; Psychosocial; Gerontology; Immunology; Human immunodeficiency virus (HIV); Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003729039,0.0002308765,0.000389845,0.0003193688,0.0004144619,0.00005663491,0.0001153209,0.00006155403,0.00006228916],"category_scores_gemma":[0.0001730727,0.0001581507,0.00002685878,0.0004930698,0.0002023446,0.0004207922,0.00005010053,0.0004081323,5.483593e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000938177,"about_ca_system_score_gemma":0.0004725994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2331674,"about_ca_topic_score_gemma":0.3138069,"domain_scores_codex":[0.9978871,0.0003084876,0.0005206315,0.0003808547,0.0006007229,0.0003022456],"domain_scores_gemma":[0.9987906,0.0005621054,0.0001816856,0.0002117309,0.00009120625,0.0001626302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000856065,0.0005470823,0.9940202,0.0002272326,0.0001456322,0.0000849615,0.002254209,0.0004358422,0.0003085086,0.00001541942,0.0003516286,0.0007532675],"study_design_scores_gemma":[0.003159504,0.001278539,0.9608127,0.0001736315,0.0002270811,0.00001110324,0.02001938,0.01390867,0.00007047666,0.00009799882,0.00003042865,0.0002104987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965146,0.0005738951,0.0001551486,0.0000647116,0.00000927343,0.000804676,0.001816978,0.00002475219,0.00003592432],"genre_scores_gemma":[0.9988905,0.00007377077,0.00003625788,0.00004890239,0.00003298735,0.00009222959,0.0005278249,0.00003441628,0.0002631382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08063957,"threshold_uncertainty_score":0.771939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04244192632401716,"score_gpt":0.3235842380772855,"score_spread":0.2811423117532684,"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."}}