{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01839158,0.00065809,0.0009917897,0.003571719,0.0007641641,0.001672689,0.001379765,0.0007846776,0.005188807],"category_scores_gemma":[0.03941194,0.0006390629,0.002559355,0.002042263,0.0005978782,0.002105738,0.003561258,0.0009463992,0.0008575264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198446,"about_ca_system_score_gemma":0.007320034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0024858,"about_ca_topic_score_gemma":0.006952432,"domain_scores_codex":[0.9908087,0.005050009,0.001753392,0.0004155654,0.001600118,0.0003721963],"domain_scores_gemma":[0.9773218,0.01493325,0.002783317,0.000706803,0.003475896,0.0007788585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008414478,0.001633371,0.339452,0.0107957,0.0005083419,0.0006739095,0.02482767,0.001077164,0.002051299,0.001633703,0.02159921,0.5949061],"study_design_scores_gemma":[0.0008816654,0.005929318,0.8679482,0.01212603,0.0008608463,0.001742298,0.02650052,0.005372447,0.003811893,0.003717478,0.07074195,0.0003673597],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8681128,0.002812287,0.02535222,0.003556328,0.0004922698,0.06477263,0.01591392,0.0009214091,0.01806617],"genre_scores_gemma":[0.6198675,0.004092298,0.2631116,0.001309151,0.0001229883,0.09413753,0.01211182,0.0001429562,0.005104139],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01839158,"threshold_uncertainty_score":0.09726512,"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."}}