{"id":"W2097341796","doi":"10.5588/pha.13.0003","title":"Burden, characteristics, management and outcomes of HIV-infected patients with Kaposi's sarcoma in Zomba, Malawi","year":2013,"lang":"en","type":"article","venue":"Public Health Action","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Antiretroviral therapy; Interquartile range; Human immunodeficiency virus (HIV); Sarcoma; Retrospective cohort study; Vincristine; Pediatrics; Psychological intervention; Internal medicine; Viral load; Surgery; Chemotherapy; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001528932,0.0001074038,0.0002960407,0.0002049189,0.00004703344,0.00002228168,0.00003071516,0.00005618038,0.0001077716],"category_scores_gemma":[0.00004536843,0.00008600164,0.00002101733,0.0002167471,0.00002952379,0.0002033632,0.00001817204,0.0001224557,0.00001162259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002732677,"about_ca_system_score_gemma":0.00009178548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542811,"about_ca_topic_score_gemma":0.00009116952,"domain_scores_codex":[0.9989484,0.00004575067,0.0003039265,0.0001742805,0.0002230341,0.0003046124],"domain_scores_gemma":[0.9993356,0.00001654251,0.0002081156,0.0001350306,0.000121324,0.0001834207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005062076,0.0002272569,0.9164375,0.0002891623,0.00004179345,5.967877e-7,0.0001727218,2.84312e-7,0.00000498219,0.00004819896,0.001130903,0.08159595],"study_design_scores_gemma":[0.004178898,0.0003390182,0.9915188,0.0000531789,0.00001338776,5.709234e-7,0.0002847163,0.00007202824,0.000002565782,0.00002169333,0.003443189,0.00007197752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878269,0.00006237244,0.00007123464,0.01033577,0.00009276457,0.000862197,0.00001065691,0.0000355364,0.0007025485],"genre_scores_gemma":[0.9981022,0.0002576221,0.0001176813,0.0009993468,0.00002035028,0.0000619242,0.0001410789,0.00001406037,0.000285696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08152397,"threshold_uncertainty_score":0.3507046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866168634456832,"score_gpt":0.2783277183465746,"score_spread":0.2596660320020063,"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."}}