{"id":"W4200198804","doi":"10.1177/09564624211051615","title":"Healthcare utilization among persons living with HIV in Manitoba, Canada, prior to HIV diagnosis: A case-control analysis","year":2021,"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":"Manitoba Health; Nine Circles Community Health Centre; University of Manitoba; Winnipeg Regional Health Authority","funders":"Gilead Foundation","keywords":"Medicine; Health care; Odds ratio; Public health; Population; Confidence interval; Cohort; Logistic regression; Family medicine; Men who have sex with men; Pediatrics; Demography; Human immunodeficiency virus (HIV); Syphilis; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001221931,0.0006516504,0.0006778851,0.002443241,0.002843049,0.00149488,0.001639286,0.0006389052,0.001144372],"category_scores_gemma":[0.002559617,0.0007883275,0.001040316,0.00509926,0.0009236165,0.0003241829,0.0007867909,0.000844549,0.0001340973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01515414,"about_ca_system_score_gemma":0.01484082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.965469,"about_ca_topic_score_gemma":0.9610442,"domain_scores_codex":[0.9986853,0.0001739993,0.0001348704,0.0003269376,0.0003932534,0.0002856113],"domain_scores_gemma":[0.9978768,0.0002568682,0.000553457,0.000185206,0.0007807336,0.0003469823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009880211,0.000058119,0.9982883,0.00002787256,0.000154179,0.0001126361,0.0001783379,0.00004403639,0.00008468904,0.00002669906,0.0002260855,0.0007001955],"study_design_scores_gemma":[0.00003786258,0.00009572635,0.9979613,0.00004259945,0.0001873806,0.0001985315,0.0006196709,0.0003603577,0.00005367402,0.00001764322,0.0004148615,0.0000103502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955942,0.0008384086,0.0001954573,0.00007621307,0.00001181929,0.0001640725,0.002541443,0.000007088798,0.0005712161],"genre_scores_gemma":[0.996591,0.0007655412,0.0003503544,0.0001000717,0.00001280534,0.00009293058,0.001719118,0.000003916312,0.0003643858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.034531,"threshold_uncertainty_score":0.1099515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584142734347743,"score_gpt":0.3217077306823634,"score_spread":0.295866303338886,"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."}}