{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003999849,0.0001256715,0.0003687019,0.0009167106,0.00006645833,0.00008205857,0.0001870173,0.0000450096,0.0007445115],"category_scores_gemma":[0.0009075232,0.0001065154,0.0002376222,0.0008091391,0.00003027793,0.0002366306,0.00004385975,0.0003743455,0.000004972439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008577157,"about_ca_system_score_gemma":0.001117498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09979915,"about_ca_topic_score_gemma":0.8298949,"domain_scores_codex":[0.9978306,0.000170926,0.0005756216,0.0001931719,0.000977792,0.0002519311],"domain_scores_gemma":[0.9974398,0.0002275792,0.0002011007,0.0001444152,0.00161708,0.0003700262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001555863,0.0002550356,0.9674163,0.00002998957,0.001789927,0.01212722,0.0006393059,0.0004688647,0.00005308521,0.00005909925,0.0062952,0.01071041],"study_design_scores_gemma":[0.002218692,0.00129488,0.9725646,0.002128191,0.0006619579,0.003481856,0.01036691,0.004958261,0.000254046,0.000009175743,0.001893402,0.0001680182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772534,0.0006399832,0.009937711,0.01130244,0.0001043113,0.0001798705,0.0001946412,0.000006737359,0.0003808985],"genre_scores_gemma":[0.9964518,0.00007422593,0.0009337407,0.0005606335,0.0002443052,0.00002871665,0.00002402592,0.00001566838,0.001666907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7300957,"threshold_uncertainty_score":0.9061953,"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."}}