{"id":"W1933429737","doi":"10.1016/s2352-3018(15)00086-7","title":"The need for standardisation of the HIV continuum of care","year":2015,"lang":"en","type":"article","venue":"The Lancet HIV","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; AIDS Vancouver","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Medicine; Human immunodeficiency virus (HIV); Antiretroviral therapy; Continuum of care; Antiretroviral treatment; Family medicine; Environmental health; Virology; Viral load; Health care; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005624207,0.00004237992,0.0001671136,0.00001393377,0.00007866545,0.000008373641,0.0002018443,0.00001979987,0.00002104189],"category_scores_gemma":[0.0007007568,0.00001709339,0.000126373,0.00008411282,0.0001619242,0.00002176719,0.00004146815,0.00008889451,0.000008003968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002952918,"about_ca_system_score_gemma":0.00009549969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002201219,"about_ca_topic_score_gemma":0.000131204,"domain_scores_codex":[0.9993361,0.00008067487,0.0001535121,0.00005096945,0.0002405658,0.0001381978],"domain_scores_gemma":[0.9990273,0.0001343594,0.00007774818,0.0003763326,0.0003491945,0.00003508905],"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":[0.0008860935,0.00002992317,0.008301906,0.0001424749,0.00008781434,1.918438e-7,0.003777874,0.000003888531,0.002978816,0.003695267,0.9748073,0.005288458],"study_design_scores_gemma":[0.007616606,0.001952205,0.01962573,0.0005618067,0.0001832849,0.000005996191,0.02142386,0.001107127,0.03731734,0.004157901,0.9059502,0.00009796192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.744003,0.004486657,0.004809042,0.09886258,0.0003831546,0.003251289,0.001764947,0.00005610451,0.1423832],"genre_scores_gemma":[0.9808354,0.00003119864,0.00008652022,0.00006370083,0.0002430817,0.00003366281,0.0000255454,0.000007119637,0.01867374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368324,"threshold_uncertainty_score":0.0838922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05234215071023276,"score_gpt":0.3623923106858559,"score_spread":0.3100501599756232,"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."}}