{"id":"W4390142804","doi":"10.1007/s13178-023-00921-0","title":"Falling Short of Clinical Recommendations: Low Uptake of the Human Papillomavirus Vaccine Among Gay, Bisexual, and Other Men Who Have Sex with Men in Ontario, Canada—Results from the Ontario Gay Men’s Health Survey","year":2023,"lang":"en","type":"article","venue":"Sexuality Research and Social Policy","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Arts and Humanities Research Council; University of Ottawa","keywords":"Men who have sex with men; Snowball sampling; Medicine; Vaccination; Human papillomavirus; Demography; Family medicine; Gerontology; Environmental health; Virology; Internal medicine; Human immunodeficiency virus (HIV)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01169246,0.0001762556,0.0007759822,0.0001390011,0.0005611985,0.00005174715,0.000310318,0.0001436229,0.0002165507],"category_scores_gemma":[0.0007814864,0.0001091432,0.00004597704,0.0005953962,0.0006092674,0.00005885253,0.000358815,0.001327344,4.911639e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008686999,"about_ca_system_score_gemma":0.006804205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997835,"about_ca_topic_score_gemma":0.9999375,"domain_scores_codex":[0.9948607,0.001643726,0.001036039,0.0005486626,0.001208181,0.000702704],"domain_scores_gemma":[0.9973329,0.001286735,0.0001606785,0.0005505513,0.0003485892,0.000320539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00115641,0.0001753336,0.9329854,0.00007649176,0.0001709808,0.000003922539,0.02140241,0.000001160936,0.00001524673,0.00008372588,0.03248537,0.01144351],"study_design_scores_gemma":[0.002632359,0.0004801689,0.9839415,0.00005785735,0.00001036309,4.210281e-7,0.009546687,0.00006169002,0.00002292746,0.0003607133,0.002789599,0.00009573332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756011,0.00006240512,4.719225e-7,0.01434862,0.0000135202,0.0009606716,0.0008033325,0.000009012198,0.008200827],"genre_scores_gemma":[0.9900938,0.0001423305,0.000004671113,0.0004822335,0.000315784,0.00003454322,0.0002922219,0.00002480375,0.008609615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05095605,"threshold_uncertainty_score":0.9988263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3398424376081642,"score_gpt":0.5113049069038414,"score_spread":0.1714624692956772,"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."}}