{"id":"W3105876696","doi":"10.1136/bmjopen-2020-039896","title":"National trends in sexual health indicators among gay and bisexual men disaggregated by ethnicity: repeated cross-sectional behavioural surveillance in New Zealand","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Victoria","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Men who have sex with men; Aotearoa; Medicine; Demography; Ethnic group; Casual; Reproductive health; Cross-sectional study; Pacific islanders; Sexual intercourse; Indigenous; Gerontology; Human immunodeficiency virus (HIV); Population; Family medicine; Gender studies; Environmental health; Syphilis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001452671,0.0003621973,0.0004412351,0.001090383,0.0003817884,0.000671083,0.0006871828,0.0002675251,0.0009428881],"category_scores_gemma":[0.003179908,0.000494075,0.00085368,0.001617402,0.0004170032,0.000657035,0.0007734933,0.0004840409,0.0001784888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457292,"about_ca_system_score_gemma":0.002623568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.691496,"about_ca_topic_score_gemma":0.626825,"domain_scores_codex":[0.999155,0.0001206112,0.0001332099,0.0002018883,0.0002740899,0.0001152651],"domain_scores_gemma":[0.9981443,0.0001097268,0.0009112337,0.0001170567,0.0005058727,0.0002119105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004996934,0.00001591935,0.9957067,0.00007509582,0.0001451945,0.00003705623,0.0005899844,0.00007045388,0.0004304224,0.00001434399,0.0002006646,0.002664282],"study_design_scores_gemma":[0.000002708096,0.00001952399,0.9996269,0.000008015249,0.00001345257,0.00002102325,0.0001448734,0.00003866125,0.00002123547,0.000001786286,0.00009948487,0.000002272465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949768,0.0003631672,0.0001647073,0.00008549387,0.000004095456,0.00004991361,0.003792127,0.000010596,0.0005529622],"genre_scores_gemma":[0.9969875,0.0003202553,0.0004060334,0.00003014219,0.000003335299,0.00007830728,0.001866057,0.000003413455,0.0003049836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.691496,"threshold_uncertainty_score":0.6206418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1629919843162677,"score_gpt":0.4782224986835942,"score_spread":0.3152305143673265,"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."}}