{"id":"W2165622049","doi":"10.1111/hiv.12212","title":"Declines in highly active antiretroviral therapy initiation at <scp>CD4</scp> cell counts ≤ 200 cells/μL and the contribution of diagnosis of <scp>HIV</scp> at <scp>CD4</scp> cell counts ≤ 200 cells/μL in <scp>B</scp>ritish <scp>C</scp>olumbia, <scp>C</scp>anada","year":2015,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia; AIDS Vancouver","funders":"Bristol-Myers Squibb; National Institute on Drug Abuse; Janssen Biotech; Canadian Institutes of Health Research; National Institutes of Health; Gilead Sciences; Canadian HIV Trials Network, Canadian Institutes of Health Research; Michael Smith Health Research BC; ViiV Healthcare; Boehringer Ingelheim; Merck; AbbVie","keywords":"Medicine; Antiretroviral therapy; Logistic regression; Internal medicine; Immunology; Human immunodeficiency virus (HIV); Gastroenterology; Viral load","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":[0.0004099844,0.0002106477,0.0002194218,0.0007015086,0.0009923872,0.0009363796,0.001129272,0.0003706743,0.001925512],"category_scores_gemma":[0.002926829,0.0002919072,0.0002673617,0.001897867,0.0003477326,0.0003366365,0.0004888605,0.0008313586,0.000270874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008047716,"about_ca_system_score_gemma":0.008066298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9627758,"about_ca_topic_score_gemma":0.9742314,"domain_scores_codex":[0.9993902,0.00008224483,0.00004206929,0.0001171164,0.0001606587,0.0002075521],"domain_scores_gemma":[0.9974803,0.000188489,0.0006338443,0.00009080202,0.001130794,0.000475628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003665808,0.00001895965,0.9976834,0.000008968965,0.00002292191,0.00001585055,0.0001467225,0.00006671659,0.00005840451,0.00002031946,0.000380607,0.001540447],"study_design_scores_gemma":[0.000001863317,0.000009456915,0.9990386,0.00001141013,0.000009717095,0.0000266528,0.0003129413,0.0002143316,0.00003528203,0.000008684503,0.0003289966,0.00000221282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954289,0.0002533571,0.0001067318,0.000201915,0.00000711102,0.00001814062,0.002562411,0.000008916325,0.001412484],"genre_scores_gemma":[0.9973455,0.0001627301,0.0001288995,0.00005703681,0.000004584053,0.00001385693,0.001326036,0.000003615555,0.0009578537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03722417,"threshold_uncertainty_score":0.07488674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941593854867101,"score_gpt":0.2739480322113821,"score_spread":0.2545320936627111,"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."}}