{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00135466,0.00006273331,0.0001213753,0.0005367761,0.0001362324,0.00001406171,0.00004441265,0.00004824992,0.0002101346],"category_scores_gemma":[0.00005357898,0.00005325744,0.00001016772,0.0007323283,0.0001339328,0.00005234392,0.00002066201,0.000174703,0.000007254589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084362,"about_ca_system_score_gemma":0.0007797339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8962624,"about_ca_topic_score_gemma":0.8196675,"domain_scores_codex":[0.9988204,0.0002910458,0.00009942392,0.0002138369,0.0001644207,0.0004108521],"domain_scores_gemma":[0.9989791,0.0004605709,0.00001985755,0.0001110363,0.00003657312,0.0003928702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000147758,0.00006771605,0.9755638,0.0000333502,0.00002148414,0.00001695561,0.01180306,6.599936e-7,0.0000274913,0.0006431754,0.0003904303,0.01128414],"study_design_scores_gemma":[0.0008755806,0.001437319,0.9935052,0.00003009198,0.000001551095,0.000007008073,0.002243574,0.000009495562,0.00002069322,0.000379411,0.001437946,0.0000521775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977011,0.000348391,0.00001532611,0.0005312475,0.00002474271,0.0005755688,0.00002839828,0.00001434697,0.0007608563],"genre_scores_gemma":[0.996337,0.002216778,0.000007848024,0.0001606654,0.00001382078,0.0001369554,0.00001522089,0.00001022843,0.001101502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07659498,"threshold_uncertainty_score":0.2300827,"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."}}