{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003658602,0.001511844,0.003185053,0.001764615,0.0005193148,0.0001619903,0.001265201,0.0012398,0.0002382438],"category_scores_gemma":[0.0174922,0.001346283,0.0007622807,0.002736945,0.002101212,0.0008849793,0.000579509,0.002067595,0.0008110714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319465,"about_ca_system_score_gemma":0.001058546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003596078,"about_ca_topic_score_gemma":0.002918406,"domain_scores_codex":[0.9869385,0.001599681,0.003219774,0.001923508,0.003599282,0.002719225],"domain_scores_gemma":[0.978665,0.01406497,0.002012035,0.001653394,0.0020675,0.001537138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008452795,0.002006073,0.0924743,0.0008350241,0.0004354087,0.0004046186,0.007055901,0.00005700154,0.02438299,0.00017156,0.8710151,0.001077486],"study_design_scores_gemma":[0.04847491,0.007306671,0.0447683,0.003618658,0.001135429,0.0001718263,0.02377473,0.003614358,0.2281873,0.0007823652,0.6379091,0.0002563645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116778,0.02307091,0.000218876,0.0003727623,0.001380562,0.003582837,0.001861369,0.0001962284,0.05763865],"genre_scores_gemma":[0.9075746,0.02910208,0.0001635038,0.001061452,0.001289163,0.0005611037,0.002114082,0.0003087338,0.05782529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.233106,"threshold_uncertainty_score":0.9999669,"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."}}