{"id":"W4282919421","doi":"10.1111/hiv.13346","title":"Prescribing patterns of antiretroviral treatments during pregnancy for women living with <scp>HIV</scp> in Canada 2004–2020: A surveillance study","year":2022,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; B.C. Women's Hospital & Health Centre; Hospital for Sick Children; University of British Columbia; SickKids Foundation; University of Toronto; Women's Health Research Institute; Centre Hospitalier Universitaire Sainte-Justine; HIV Legal Network; Université de Montréal","funders":"Public Health Agency of Canada; U.S. Department of Health and Human Services","keywords":"Medicine; Pregnancy; Human immunodeficiency virus (HIV); Antiretroviral treatment; Transmission (telecommunications); Antiretroviral therapy; Cohort; Obstetrics; Pediatrics; Family medicine; Viral load; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007476125,0.0003622819,0.0004232373,0.002657151,0.001937866,0.001163004,0.001524061,0.0005343665,0.0009921252],"category_scores_gemma":[0.002427319,0.0004242057,0.0006296388,0.006341015,0.0006033352,0.0003390044,0.0007286949,0.0006397365,0.0001658699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02686456,"about_ca_system_score_gemma":0.03002135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906811,"about_ca_topic_score_gemma":0.9917386,"domain_scores_codex":[0.9987519,0.00009213646,0.0001464218,0.0002409108,0.0004840991,0.0002844742],"domain_scores_gemma":[0.9963497,0.0002228957,0.0009914477,0.0001020018,0.001553889,0.0007800679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005424173,0.00002224741,0.9944552,0.00006108463,0.00006274725,0.00008034992,0.0004725569,0.00009438073,0.0001419268,0.00004668907,0.001027641,0.003481013],"study_design_scores_gemma":[0.000006230176,0.00002770101,0.9977661,0.00004254638,0.00003205759,0.0001398974,0.0007188239,0.0003137714,0.0000872034,0.000008641086,0.0008463187,0.00001076414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772362,0.001354946,0.0001380052,0.0004720553,0.0000098612,0.00009402828,0.01860809,0.00002469668,0.002062114],"genre_scores_gemma":[0.9918677,0.001326246,0.0003847847,0.0002490712,0.000007618743,0.00004573628,0.005629938,0.00000822522,0.0004807225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02686456,"threshold_uncertainty_score":0.1949169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585648172083937,"score_gpt":0.2702427034060585,"score_spread":0.2543862216852192,"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."}}