{"id":"W2172686899","doi":"10.1093/ofid/ofv146","title":"Human Immunodeficiency Virus Infection Newly Diagnosed at Autopsy in New York City, 2008–2012","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Autopsy; Human immunodeficiency virus (HIV); Medical diagnosis; Population; Medical examiner; Logistic regression; Cause of death; Pediatrics; Internal medicine; Poison control; Pathology; Virology; Injury prevention; Emergency medicine; Disease; Environmental health","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003068343,0.0002636252,0.0004363655,0.0004229296,0.0003878886,0.0002577716,0.0003061802,0.0001224075,0.003958934],"category_scores_gemma":[0.0006389724,0.0002453636,0.0002705879,0.0007584475,0.0001257338,0.0007755545,0.0005740733,0.0003050456,0.0009373078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007349907,"about_ca_system_score_gemma":0.0007226281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0524498,"about_ca_topic_score_gemma":0.04908082,"domain_scores_codex":[0.9977424,0.0001598912,0.0004809115,0.0004418331,0.000475516,0.0006994882],"domain_scores_gemma":[0.9982504,0.00005478347,0.0001314472,0.0005627991,0.0001559724,0.0008445769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000133918,0.001565593,0.6133929,0.00002882356,0.00005489518,0.00005567059,0.0001348155,0.00003067333,0.0004033181,0.000566939,0.3755989,0.008033534],"study_design_scores_gemma":[0.01423062,0.007775464,0.829581,0.0005763564,0.000202338,0.000163861,0.0002848251,0.0003336601,0.0004783031,0.004863221,0.140833,0.0006774189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8208333,0.002480976,0.0002495276,0.0007343366,0.0002699757,0.001676986,0.00008013719,0.0002250599,0.1734498],"genre_scores_gemma":[0.9331562,0.0001072449,0.00002019956,0.0003063155,0.000118311,0.0001833617,0.0002002989,0.00004348427,0.06586462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2347659,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04987298982174525,"score_gpt":0.3588623907861632,"score_spread":0.308989400964418,"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."}}