{"id":"W1813971898","doi":"10.1111/hiv.12173","title":"Predictors of unstructured antiretroviral treatment interruption and resumption among <scp>HIV</scp>‐positive individuals in <scp>C</scp>anada","year":2014,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Maple Leaf Medical Clinic; Simon Fraser University; University of Ottawa; McGill University; McGill University Health Centre; University of Toronto; University Health Network; Ottawa Hospital; Public Health Ontario; University of British Columbia; Women's College Hospital; Ontario HIV Treatment Network; AIDS Vancouver","funders":"National Institute on Drug Abuse; National Institutes of Health; Canadian HIV Trials Network, Canadian Institutes of Health Research; Canadian Institutes of Health Research; National Institute for Health and Care Research; Johns Hopkins Bloomberg School of Public Health; Ontario HIV Treatment Network","keywords":"Cart; Medicine; Hazard ratio; Confidence interval; Regimen; Internal medicine; Antiretroviral treatment; Human immunodeficiency virus (HIV); Antiretroviral therapy; Proportional hazards model; Viral load; Demography; Immunology","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":[0.000610158,0.000308595,0.0007360665,0.0008000818,0.00008597572,0.00001747066,0.0001300901,0.0001919058,0.00006116186],"category_scores_gemma":[0.003467124,0.0002289558,0.0001319133,0.0003718754,0.0006190793,0.0002029455,0.00006791561,0.0003653753,0.00001683686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188882,"about_ca_system_score_gemma":0.00007749577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008571636,"about_ca_topic_score_gemma":0.0005371424,"domain_scores_codex":[0.9972779,0.0003302734,0.0007367893,0.0004715012,0.0006881197,0.0004954166],"domain_scores_gemma":[0.9981087,0.000728026,0.0002612235,0.000358391,0.0001363333,0.0004072586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006978735,0.0003837545,0.9006417,0.0003509712,0.0003365871,0.00007086631,0.009557554,0.000005856157,0.02611597,0.0003790262,0.0429577,0.01913019],"study_design_scores_gemma":[0.01025034,0.01442222,0.9346023,0.002746348,0.0003440446,0.00006542966,0.005495807,0.002599749,0.01805852,0.0002585414,0.01108519,0.00007157887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883969,0.0006499575,0.0007014968,0.0005074983,0.0001442195,0.000785996,0.000120978,0.00005202574,0.008640862],"genre_scores_gemma":[0.989186,0.0006132976,0.0001505894,0.00008119363,0.0004127609,0.00005030354,0.0005900655,0.00003356745,0.008882248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0339605,"threshold_uncertainty_score":0.9336548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895104808320933,"score_gpt":0.301475910294918,"score_spread":0.2825248622117086,"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."}}