{"id":"W7067267177","doi":"","title":"Late initiation of combination antiretroviral therapy in Canada: A call for a national public health strategy to improve engagement in HIV care","year":2015,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antiretroviral therapy; Cohort; Residence; Human immunodeficiency virus (HIV); Public health; Logistic regression; Cohort study; Observational study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004490106,0.0004990955,0.0008057384,0.001172746,0.004267467,0.003763248,0.003210563,0.002345944,0.007442121],"category_scores_gemma":[0.009397903,0.0002637694,0.0009610493,0.002080153,0.001687514,0.001675776,0.002910004,0.003645887,0.0005043328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05063568,"about_ca_system_score_gemma":0.2648578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865839,"about_ca_topic_score_gemma":0.9923499,"domain_scores_codex":[0.9958469,0.000659954,0.0001903673,0.0002942265,0.001361279,0.001647183],"domain_scores_gemma":[0.9757278,0.00147681,0.001857175,0.0003868249,0.00864883,0.01190255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003098366,0.0003557468,0.2538102,0.002004073,0.0001994434,0.0005185546,0.00201383,0.0009366218,0.001100746,0.007202772,0.3767329,0.3548152],"study_design_scores_gemma":[0.0002355016,0.0003047327,0.6969483,0.005478005,0.0003051239,0.0004398585,0.007201409,0.003510955,0.0004147157,0.003938678,0.2810207,0.0002019989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09514514,0.04877862,0.002582044,0.8254426,0.00239479,0.0003409598,0.006711183,0.0004297704,0.01817489],"genre_scores_gemma":[0.724571,0.05470045,0.01496897,0.1802559,0.002784135,0.0005299838,0.006945027,0.0001373833,0.01510711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05063568,"threshold_uncertainty_score":0.3673893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09737677838013176,"score_gpt":0.319591381778795,"score_spread":0.2222146033986632,"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."}}