{"id":"W4389386878","doi":"10.1177/09564624231220084","title":"Multiple, active-offer referrals for HIV pre-exposure prophylaxis by nurses yields high uptake among gay, bisexual, and other men who have sex with men","year":2023,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ontario HIV Treatment Network","keywords":"Pre-exposure prophylaxis; Medicine; Family medicine; Men who have sex with men; Human immunodeficiency virus (HIV); Demography; Gynecology; Syphilis","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":[0.0004281505,0.0001893224,0.0003688097,0.0004729442,0.00008170184,0.0001057385,0.0002861444,0.0001092818,0.0003805159],"category_scores_gemma":[0.0004264596,0.0001313668,0.0001496739,0.0001526821,0.0001701105,0.000385645,0.00006411334,0.0003846448,0.00001109181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114281,"about_ca_system_score_gemma":0.0001091676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002005433,"about_ca_topic_score_gemma":0.00005495435,"domain_scores_codex":[0.9979919,0.00007065591,0.0005163455,0.000237109,0.0008934556,0.0002905713],"domain_scores_gemma":[0.9982991,0.0002126765,0.0002689321,0.0001528926,0.0008157426,0.0002506518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005130999,0.0006559548,0.2634449,0.0001304294,0.003195075,0.0001606375,0.002466751,0.00003838019,0.01754975,0.0001763817,0.6294734,0.07757734],"study_design_scores_gemma":[0.02646482,0.06203978,0.6227399,0.003033108,0.0005142728,0.0006194183,0.0130295,0.01196695,0.04171176,0.0008078499,0.2162007,0.0008719635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873843,0.0001653749,0.001908617,0.002012736,0.00008387153,0.0006028083,0.0005398625,0.00003169269,0.007270777],"genre_scores_gemma":[0.849966,0.00009063086,0.0005033417,0.00008142076,0.0004163588,0.00005920059,0.00006244778,0.00004201688,0.1487786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4132726,"threshold_uncertainty_score":0.5356982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04223197008074658,"score_gpt":0.3651277677532919,"score_spread":0.3228957976725453,"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."}}