{"id":"W4366351996","doi":"10.1097/olq.0000000000001819","title":"Geosexual Archetype, Preventive Behaviors, and Sexually Transmitted Infections Among High-Risk Men Who Have Sex With Men","year":2023,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of Victoria; Simon Fraser University; BC Centre for Disease Control; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Archetype; Men who have sex with men; Demography; Condom; Gonorrhea; Gynecology; Transmission (telecommunications); Female sex; Human immunodeficiency virus (HIV); Syphilis; Family medicine; Internal medicine","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":[0.0003494316,0.0001498098,0.0001485898,0.0007597313,0.0009533545,0.000723926,0.0003104811,0.0002308254,0.002493013],"category_scores_gemma":[0.001942706,0.000129337,0.0002720773,0.00117939,0.0006327068,0.000527551,0.0008994309,0.0003610639,0.00007322586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009032785,"about_ca_system_score_gemma":0.001267023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2079325,"about_ca_topic_score_gemma":0.3252048,"domain_scores_codex":[0.9997153,0.00007169213,0.00002762196,0.00003631483,0.00007952558,0.00006951595],"domain_scores_gemma":[0.9991249,0.0001550126,0.0004285071,0.00003537936,0.00007364428,0.0001825352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001400292,0.00001396462,0.9970556,0.00001982472,0.0000204794,0.0000403009,0.001213534,0.00002323138,0.00002639546,0.00005335876,0.00006981404,0.001449497],"study_design_scores_gemma":[0.000001018139,0.00001522622,0.9954639,0.00003174716,0.000008902118,0.00008984179,0.004041728,0.00004991515,0.0000131237,0.00003353484,0.000248507,0.00000257056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983169,0.0003967655,0.0000322558,0.000121806,0.000003743271,0.00000882379,0.0002484432,0.000001592124,0.0008697286],"genre_scores_gemma":[0.999531,0.0001938597,0.00004348342,0.00001996886,0.000003067222,0.000004154061,0.000104327,4.862834e-7,0.0000995447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2079325,"threshold_uncertainty_score":0.4134445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420770186407443,"score_gpt":0.3400063926207814,"score_spread":0.315798690756707,"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."}}