{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252184,0.0004841949,0.0005347201,0.003093442,0.002374256,0.001284088,0.001684656,0.0003876452,0.001708548],"category_scores_gemma":[0.003205841,0.0006109914,0.0003868572,0.005862817,0.0009921975,0.0002707516,0.0009367236,0.0004422815,0.0003876075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0208505,"about_ca_system_score_gemma":0.03419201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9760007,"about_ca_topic_score_gemma":0.9792382,"domain_scores_codex":[0.996851,0.0002367698,0.0002517547,0.0004194512,0.001632612,0.0006082929],"domain_scores_gemma":[0.9936745,0.0003433865,0.001395454,0.0003541776,0.003259449,0.0009730717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001601494,0.00006294683,0.9903703,0.0001438879,0.00004084545,0.0006117805,0.0007916598,0.0001044484,0.0003817724,0.00005408439,0.001550606,0.005727511],"study_design_scores_gemma":[0.00001178954,0.00008255061,0.9968975,0.00006655444,0.0000276161,0.0003434253,0.0007055092,0.0001374006,0.0001145367,0.00001000533,0.001594752,0.000008490727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816177,0.001611648,0.0004091396,0.0001594733,0.00002281492,0.0008434333,0.0112968,0.00004313093,0.003995816],"genre_scores_gemma":[0.9906288,0.001306002,0.0007581927,0.0003096631,0.00001956715,0.0001453104,0.005384419,0.00001313676,0.001434921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02399927,"threshold_uncertainty_score":0.1512817,"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."}}