{"id":"W4387798374","doi":"10.1186/s12981-023-00571-7","title":"Preventative behaviours and COVID-19 infection in a Canadian cohort of people living with HIV","year":2023,"lang":"en","type":"article","venue":"AIDS Research and Therapy","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"HIV Legal Network; Université du Québec à Montréal; University of Toronto; Centre for Advancing Health Outcomes; St. Michael's Hospital; BC Centre for Disease Control; University of British Columbia; University of Ottawa; McGill University Health Centre; Simon Fraser University; Ottawa Hospital; AIDS Vancouver; St. Paul's Hospital; Canadian Institutes of Health Research","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Social distance; Logistic regression; Asymptomatic; Cohort; Coronavirus disease 2019 (COVID-19); Limiting; Distancing; Family medicine; Demography; Disease; 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":[0.0006368297,0.0003778675,0.000438515,0.001397086,0.003441476,0.001256062,0.001126328,0.0005479413,0.002728028],"category_scores_gemma":[0.002009527,0.0004152111,0.0007146829,0.003019225,0.0006147692,0.0004284745,0.0008327371,0.0008990561,0.0002449357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129856,"about_ca_system_score_gemma":0.01464948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870707,"about_ca_topic_score_gemma":0.9867035,"domain_scores_codex":[0.9994449,0.00003326252,0.00002709945,0.00009402193,0.0002125291,0.0001881993],"domain_scores_gemma":[0.9989472,0.00006411027,0.0002535057,0.00005754837,0.0003707,0.0003068944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009885262,0.00006077229,0.9933252,0.00006090743,0.00004970148,0.0000774856,0.001338051,0.00003532826,0.0001347688,0.00006703314,0.0008396521,0.003912068],"study_design_scores_gemma":[0.000008443885,0.00003895112,0.9980487,0.00003847423,0.00002401217,0.00005863392,0.001047862,0.00007846857,0.00001919805,0.00002166276,0.0006054385,0.0000102041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925268,0.001343371,0.00005849014,0.0003723571,0.00001952556,0.00007551299,0.003170285,0.000008091403,0.002425513],"genre_scores_gemma":[0.9964969,0.001044862,0.0001308311,0.0001776034,0.00001176217,0.00003637163,0.001189772,0.000003397846,0.0009085744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01292926,"threshold_uncertainty_score":0.08197725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068837554378548,"score_gpt":0.4917563948809216,"score_spread":0.3848726394430668,"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."}}