{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009620819,0.0002889487,0.0002411663,0.0005359509,0.0007582147,0.0008201876,0.0006628491,0.0004243048,0.001504071],"category_scores_gemma":[0.002684401,0.0002139181,0.0005620841,0.0009430768,0.0002009386,0.0001908332,0.0003846186,0.0009613713,0.0001524393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001841029,"about_ca_system_score_gemma":0.004298447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5857136,"about_ca_topic_score_gemma":0.6381969,"domain_scores_codex":[0.9995579,0.00005473218,0.00003475222,0.00007800704,0.0001222618,0.0001522999],"domain_scores_gemma":[0.9983388,0.0002204778,0.0006497447,0.00009338254,0.0003219991,0.0003754426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005457696,0.0000181666,0.9989489,0.000006390756,0.00001894039,0.00001128606,0.00005039155,0.00003307536,0.00002624111,0.00001278168,0.0001755694,0.0006437367],"study_design_scores_gemma":[0.000004170043,0.00002502432,0.9992131,0.00001242403,0.00001927052,0.00002589761,0.0001337702,0.0003422582,0.00001383567,0.00001010653,0.0001974907,0.000002626544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973857,0.000310447,0.00007518207,0.00009155614,0.00000870006,0.00002209893,0.001472023,0.000004966874,0.0006293657],"genre_scores_gemma":[0.9987625,0.00009330731,0.0000858546,0.00002027716,0.000004878134,0.000008231118,0.0008300116,0.000001625793,0.0001933074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4142864,"threshold_uncertainty_score":0.8334523,"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."}}