{"id":"W4402332233","doi":"10.1016/j.ijregi.2024.100433","title":"Sexually transmitted and blood-borne infections by sex, methamphetamine use, and houselessness before, at, and after HIV diagnosis in Manitoba, Canada","year":2024,"lang":"en","type":"article","venue":"IJID Regions","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; Health Sciences Centre; Nine Circles Community Health Centre; Research Manitoba; International Centre for Infectious Diseases; University of Manitoba","funders":"Canada Research Chairs; Manitoba Medical Service Foundation","keywords":"Human immunodeficiency virus (HIV); Medicine; Methamphetamine; Men who have sex with men; Syphilis; Male Homosexuality; Demography; Virology; Psychiatry; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004761946,0.0004790903,0.0003668886,0.001707156,0.002710233,0.001212054,0.001607779,0.0004320196,0.002182046],"category_scores_gemma":[0.001453439,0.0005879576,0.0006686868,0.003556486,0.0007037528,0.0004315443,0.001119887,0.0008864694,0.0002216536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02595048,"about_ca_system_score_gemma":0.04117411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966454,"about_ca_topic_score_gemma":0.997887,"domain_scores_codex":[0.9992028,0.00005511715,0.00005844461,0.0001167738,0.0002216464,0.0003452215],"domain_scores_gemma":[0.9977653,0.00007866399,0.0004713506,0.00005351725,0.000940403,0.0006907822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002794526,0.00001938976,0.9968502,0.00003092385,0.00003886036,0.00006339893,0.0002821451,0.00007633732,0.00009341606,0.00003266951,0.000885121,0.001599688],"study_design_scores_gemma":[0.000006959012,0.00001388804,0.9980907,0.00006475477,0.00002374891,0.00007185837,0.0009960904,0.0001828649,0.00004109399,0.00001232968,0.0004887639,0.000006934843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842682,0.002849635,0.0001352699,0.0007974157,0.0000441241,0.0001046505,0.009240904,0.0000262582,0.002533539],"genre_scores_gemma":[0.9945531,0.001735174,0.0001825589,0.0001930589,0.00001467259,0.00003033111,0.002199788,0.00000606407,0.001085156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02595048,"threshold_uncertainty_score":0.1882848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080116938905364,"score_gpt":0.2622023268740086,"score_spread":0.2414011574849549,"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."}}