{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003545876,0.0001956277,0.0005895617,0.0002442617,0.0001396148,0.000005733067,0.0001820572,0.0000176462,0.0003431765],"category_scores_gemma":[0.0005738507,0.0001528979,0.0000556245,0.0004264349,0.00004201607,0.00007648226,0.0001195708,0.0002740554,0.000001108729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104499,"about_ca_system_score_gemma":0.0005615578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2239271,"about_ca_topic_score_gemma":0.350352,"domain_scores_codex":[0.9975495,0.0001744061,0.0005018148,0.0003753062,0.00077061,0.0006283614],"domain_scores_gemma":[0.9988769,0.0002874373,0.0001555916,0.0003568743,0.00009372572,0.0002294683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000113904,0.0006664678,0.9875198,0.0005557433,0.0002251897,0.0004593709,0.004881806,0.00003202917,0.0008674805,0.000002009435,0.003363017,0.001313184],"study_design_scores_gemma":[0.0110904,0.0161774,0.9214386,0.002839126,0.00006158691,0.00007865008,0.04676665,0.0007862499,0.0001568683,0.000002229101,0.0005136167,0.00008860835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960883,0.0007143896,0.00009132564,0.0002319589,0.00005735107,0.001595752,0.0002091658,0.00002114457,0.0009906322],"genre_scores_gemma":[0.9626268,0.00004007962,0.00002308497,0.00002175473,0.0000734265,0.0006190627,0.0000701005,0.0000354641,0.03649028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1264249,"threshold_uncertainty_score":0.7812409,"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."}}