{"id":"W2890738265","doi":"10.3851/imp3265","title":"Substance use Patterns and HIV-1 RNA Viral Load Rebound among HIV-Positive Illicit Drug users in a Canadian Setting","year":2018,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; St. Paul's Hospital; University of British Columbia; University of Alberta","funders":"National Institute on Drug Abuse","keywords":"Viral load; Medicine; Hazard ratio; Proportional hazards model; Internal medicine; Prospective cohort study; Cohort; Cohort study; Human immunodeficiency virus (HIV); Young adult; Confidence interval; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004571735,0.0003495775,0.0004476052,0.0002729756,0.0002071853,0.0001186927,0.0001677535,0.0001477948,0.0000516502],"category_scores_gemma":[0.00007344847,0.0003247834,0.00007013143,0.0003441105,0.0003837163,0.0006082171,0.0000262922,0.0004269985,0.00009939061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003889725,"about_ca_system_score_gemma":0.0002789185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2413636,"about_ca_topic_score_gemma":0.6477567,"domain_scores_codex":[0.9976208,0.0001692635,0.0003696039,0.0005903719,0.0003504651,0.0008995329],"domain_scores_gemma":[0.9988094,0.0001497424,0.0001252663,0.0004208194,0.0001531208,0.0003416266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002875974,0.00005875314,0.9538348,0.00001246951,0.00006373619,0.0002884558,0.03062253,5.027078e-7,0.005024078,0.00005045113,0.001022963,0.008733669],"study_design_scores_gemma":[0.003024209,0.0003253687,0.9730059,0.0004614517,0.00002589204,0.00001776876,0.005081042,0.0004219676,0.01401084,0.00006289945,0.003081657,0.0004809905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954342,0.0001650442,0.00002908495,0.001133222,0.0001523201,0.0006510103,0.0001478004,0.00006765584,0.002219666],"genre_scores_gemma":[0.9949732,0.0003332586,0.0001893014,0.001777076,0.0003231928,0.00001709546,0.00006247231,0.00007711186,0.002247267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4063931,"threshold_uncertainty_score":0.9999204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412795339416629,"score_gpt":0.2940736898273951,"score_spread":0.2699457364332288,"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."}}