{"id":"W1516123937","doi":"10.1186/s12879-015-0969-x","title":"Life expectancy of HIV-positive individuals on combination antiretroviral therapy in Canada","year":2015,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa; Simon Fraser University; Ottawa Hospital; University of Toronto; Public Health Ontario; Ontario HIV Treatment Network; AIDS Vancouver","funders":"Lady Davis Institute for Medical Research; Canadian Institutes of Health Research; Memorial University of Newfoundland; University of Waterloo; University of Toronto; Simon Fraser University; University of Ottawa; McGill University; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada; Ontario HIV Treatment Network; McMaster University; Ottawa Hospital Research Institute; Université de Montréal; Cancer Care Ontario; Stryker; Public Health Agency","keywords":"Medical microbiology; Life expectancy; Parasitology; Antiretroviral therapy; Human immunodeficiency virus (HIV); Tropical medicine; Medicine; Virology; Family medicine; Demography; Viral load; Environmental health; Pathology; Population; Sociology","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":[0.00009203135,0.000105282,0.0002346024,0.0002400303,0.00003456105,0.00001250604,0.00005948318,0.00002997612,0.0001443916],"category_scores_gemma":[0.001247459,0.0000921003,0.00009483166,0.000285534,0.00004642357,0.00009475829,0.00001915349,0.0001099736,0.00001921261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004367127,"about_ca_system_score_gemma":0.002841552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2245107,"about_ca_topic_score_gemma":0.1583837,"domain_scores_codex":[0.9988038,0.0001546668,0.0002433515,0.0001543465,0.0004403159,0.0002035173],"domain_scores_gemma":[0.9990716,0.0001132394,0.00007757965,0.0001637822,0.0001929547,0.000380851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002170454,0.0009591439,0.9736109,0.00003990174,0.00004837764,0.00001441525,0.0001613183,0.00001509586,0.00004813265,0.0004288323,0.02222892,0.002227908],"study_design_scores_gemma":[0.005644073,0.006919583,0.9846377,0.0002363012,0.00002456198,0.000004607371,0.0006545015,0.0003266017,0.00100536,0.0002534929,0.0001765758,0.0001166081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897912,0.0005231001,0.00006130921,0.0001215124,0.00006259327,0.0004255502,0.0001722283,0.00002619923,0.008816306],"genre_scores_gemma":[0.9990897,0.00003938788,0.000008463388,0.0001694088,0.00005203956,0.00005391701,0.0001218346,0.000013004,0.0004522686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06612699,"threshold_uncertainty_score":0.8569736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02606273543531216,"score_gpt":0.3029732648419991,"score_spread":0.2769105294066869,"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."}}