{"id":"W2087083049","doi":"10.1371/journal.pone.0077763","title":"Late Diagnosis and Entry to Care after Diagnosis of Human Immunodeficiency Virus Infection: A Country Comparison","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; HIV diagnosis; Transmission (telecommunications); Public health; Health care; Human immunodeficiency virus (HIV); Pediatrics; Demography; Family medicine; Disease; Young adult; Viral load; Gerontology; Antiretroviral therapy; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006772978,0.0001134554,0.0003307957,0.0001758433,0.00009994937,0.00003951526,0.00006263007,0.00006528525,0.003041371],"category_scores_gemma":[0.0001638399,0.0001022616,0.0000776282,0.0002316259,0.00008404955,0.0001254349,0.00009310899,0.0001870107,0.0002439907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006505353,"about_ca_system_score_gemma":0.00002171566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003263178,"about_ca_topic_score_gemma":0.0005845305,"domain_scores_codex":[0.9988498,0.00004415485,0.0003035254,0.0001979977,0.0003566925,0.0002478192],"domain_scores_gemma":[0.9991583,0.0000600895,0.00005144383,0.00025849,0.0002832322,0.0001884966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003860618,0.00281519,0.9694188,0.000657927,0.0001820529,0.000004516073,0.001355076,4.11216e-7,0.01610292,0.00001325006,0.006598803,0.002812422],"study_design_scores_gemma":[0.001067089,0.005390221,0.8845029,0.00248232,0.0003155748,0.000001858088,0.0004527107,0.0001427632,0.1039023,0.00002613966,0.001518203,0.000197899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917823,0.003473944,0.000009352193,0.0003701192,0.00001283573,0.0007867684,0.00006285873,0.00003513191,0.003466678],"genre_scores_gemma":[0.9955035,0.001197159,0.0001191066,0.0001039709,0.0000582199,0.001436884,0.00003178633,0.00001651352,0.001532808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08779943,"threshold_uncertainty_score":0.99787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03865557832788734,"score_gpt":0.3151615639600421,"score_spread":0.2765059856321547,"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."}}