{"id":"W2914893710","doi":"10.1071/sh18083","title":"Effect of an express testing service for gay and bisexual men on HIV testing frequency in Sydney, Australia: a cohort study","year":2019,"lang":"en","type":"article","venue":"Sexual Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Poisson regression; Demography; Cohort; Attendance; Confidence interval; Population; Multivariate analysis; Public health; Cohort study; Quarter (Canadian coin); Rate ratio; Gerontology; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001211826,0.0002996626,0.0002921328,0.000621132,0.0006623514,0.0007783604,0.0006473566,0.0004992171,0.001139944],"category_scores_gemma":[0.003356731,0.0005520438,0.0007488614,0.0008332522,0.0004132545,0.000692385,0.001041369,0.001090705,0.0001987716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146245,"about_ca_system_score_gemma":0.001616754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1258614,"about_ca_topic_score_gemma":0.1599725,"domain_scores_codex":[0.9988937,0.0003625563,0.0000865295,0.000195778,0.0002304876,0.0002308855],"domain_scores_gemma":[0.9975781,0.0002571709,0.0009964878,0.0001875456,0.0003816274,0.0005991607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006933064,0.0001009729,0.9979797,0.00001286591,0.00005738516,0.00006072241,0.0004299018,0.00001683788,0.0000844979,0.00001357895,0.0001410715,0.001033128],"study_design_scores_gemma":[0.000003297277,0.0001053242,0.999388,0.00000923653,0.00001685962,0.00004724115,0.0002460836,0.00009084892,0.000009707098,0.000005055875,0.00007567467,0.000002653052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994333,0.0001107109,0.00002272357,0.00005395487,0.000004087497,0.00001859639,0.0001660204,0.000001131002,0.0001894891],"genre_scores_gemma":[0.9992027,0.0001627614,0.00009053648,0.00005462587,0.000006722472,0.00003087875,0.0001489898,0.000001601271,0.0003012649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258614,"threshold_uncertainty_score":0.2502576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120328312615746,"score_gpt":0.4530909959600116,"score_spread":0.3327626833442657,"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."}}