{"id":"W4307934927","doi":"10.3138/jammi-2022-0016","title":"Retrospective audit of a convenience cohort of individuals on HIV pre-exposure prophylaxis in Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Red Deer Polytechnic; Alberta Hip and Knee Clinic; Public Health Agency of Canada; Red Deer Regional Hospital; Alberta Health Services","funders":"","keywords":"Medicine; Chlamydia; Gonorrhea; Syphilis; Incidence (geometry); Medical prescription; Men who have sex with men; Cohort; Pre-exposure prophylaxis; Demography; Sexual health clinic; Family medicine; Human immunodeficiency virus (HIV); Gynecology; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00100311,0.00007020733,0.0003816357,0.0001041451,0.00007011314,0.000001399393,0.000169571,0.00006573537,0.0003790095],"category_scores_gemma":[0.004858795,0.00005065124,0.000103702,0.0002388579,0.0001128744,0.00002372548,0.00007870696,0.0005722647,5.844835e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215976,"about_ca_system_score_gemma":0.006889916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.757462,"about_ca_topic_score_gemma":0.9202857,"domain_scores_codex":[0.9980673,0.0004344634,0.0005744653,0.00009304417,0.0006832935,0.0001474086],"domain_scores_gemma":[0.9982637,0.0003185873,0.0008402645,0.0001051529,0.0002984381,0.0001738661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000173647,0.0002464231,0.9541187,0.00007272528,0.0002949568,0.00001521508,0.00008962151,0.0000259159,0.000638336,0.0001498277,0.04403815,0.0001365138],"study_design_scores_gemma":[0.001725075,0.002081088,0.9905637,0.0002387158,0.0000919052,0.00004914495,0.0001126027,0.00002037299,0.0006775312,0.00006903791,0.004321354,0.00004948809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927394,0.0001829006,0.000002207417,0.006099693,0.0001865715,0.0002085955,0.0003673063,6.456608e-7,0.0002126592],"genre_scores_gemma":[0.9987175,0.00004660652,0.000001439863,0.0003304346,0.00002795629,0.000007170533,0.00001210184,0.000003817235,0.000852999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1628238,"threshold_uncertainty_score":0.9987401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002950581929382596,"score_gpt":0.2309471010812485,"score_spread":0.2279965191518659,"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."}}