{"id":"W2792366241","doi":"10.1071/sh17134","title":"Links SU-Sex: development of a screening tool for health-risk sexual behaviours related to substance use among men who have sex with men","year":2018,"lang":"en","type":"article","venue":"Sexual Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Institut Universitaire de Gériatrie de Montréal; Hôpital Charles-Le Moyne; Bank of Canada; Montreal Police Service","funders":"","keywords":"Men who have sex with men; Reproductive health; Public health; Context (archaeology); Medicine; Focus group; Psychology; Population; Family medicine; Syphilis; Human immunodeficiency virus (HIV); Environmental health; Nursing; Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002155136,0.0002949692,0.0007676636,0.0003349016,0.0006063869,0.00004641358,0.000208401,0.0001921354,0.00008001875],"category_scores_gemma":[0.0002014978,0.0002518669,0.00005727876,0.0004451577,0.0002262553,0.0002276934,0.00007472657,0.0007075887,0.00001735801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005043777,"about_ca_system_score_gemma":0.001473763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008418194,"about_ca_topic_score_gemma":0.01719524,"domain_scores_codex":[0.9960042,0.0002703556,0.001133271,0.0006592455,0.0007540315,0.001178863],"domain_scores_gemma":[0.9973486,0.0001584992,0.000423944,0.0005608768,0.0004827251,0.001025361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002186154,0.0007350591,0.5299049,0.0008790445,0.0004138506,0.00001492601,0.05244384,0.0000137557,0.0001919357,0.00006934029,0.1542107,0.2589365],"study_design_scores_gemma":[0.0119798,0.1017299,0.8094249,0.003209929,0.0001348227,0.00005861364,0.03770207,0.0131925,0.002653527,0.0000298893,0.01880324,0.00108081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695156,0.0001557069,0.02375838,0.002279649,0.00002224022,0.003124773,0.0003413967,0.00009709577,0.0007051685],"genre_scores_gemma":[0.7662629,0.00003525719,0.04831987,0.001036427,0.0002492327,0.0004278072,0.0006888519,0.0001687724,0.1828109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.27952,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06006337324675824,"score_gpt":0.3833056366357395,"score_spread":0.3232422633889812,"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."}}