{"id":"W2338925063","doi":"10.1186/s12879-016-1500-8","title":"Advanced HIV disease at presentation to care in Nairobi, Kenya: late diagnosis or delayed linkage to care?—a cross-sectional study","year":2016,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Medicine; Cross-sectional study; Odds ratio; Logistic regression; Pediatrics; Medical microbiology; Disease; Young adult; Health care; Family medicine; Internal medicine; Immunology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001578025,0.0003564675,0.0003615458,0.0006561264,0.001199019,0.001008122,0.0006275956,0.0009398045,0.001471364],"category_scores_gemma":[0.003072592,0.0007912008,0.0003972133,0.001111017,0.0005544773,0.0009519115,0.0007462405,0.001085719,0.0003189007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007867938,"about_ca_system_score_gemma":0.0009103687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02744135,"about_ca_topic_score_gemma":0.04762726,"domain_scores_codex":[0.9993095,0.0002306858,0.00008534115,0.0001455066,0.00009942901,0.0001295183],"domain_scores_gemma":[0.9985434,0.0002482757,0.0007345602,0.00006164496,0.0001691715,0.0002429622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004369242,0.00007746525,0.998601,0.00002920831,0.00002746784,0.00009424154,0.0006044443,0.000006032456,0.00006767117,0.000009780853,0.00008532058,0.0003535846],"study_design_scores_gemma":[0.00001389702,0.0002175766,0.996375,0.00006488879,0.00003732862,0.0003755513,0.002564581,0.00007569473,0.00002103533,0.00001060965,0.000238228,0.000005564199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992121,0.0002436058,0.00002600306,0.00005427132,0.000004440601,0.00003362666,0.0001945697,8.126364e-7,0.0002304863],"genre_scores_gemma":[0.9991927,0.0002468605,0.00008895082,0.0001039697,0.000009119323,0.00004432131,0.0002143344,9.945046e-7,0.00009869978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02744135,"threshold_uncertainty_score":0.05456322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036729681011009,"score_gpt":0.3651196728657964,"score_spread":0.3447523760556863,"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."}}