{"id":"W3092667368","doi":"10.1097/cm9.0000000000001137","title":"Diagnosis of Kaposi sarcoma by a modified fine needle aspiration method combing cell block in Chinese patients with human immunodeficiency virus/acquired immunodeficiency syndrome","year":2020,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Combing; Sarcoma; Virology; Immunodeficiency; Virus; Fine-needle aspiration; Pathology; Immunology; Biopsy","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"],"consensus_categories":[],"category_scores_codex":[0.0007524032,0.0004122526,0.001017038,0.0002547537,0.0002557959,0.00005235754,0.0004359948,0.0002519984,0.0003671296],"category_scores_gemma":[0.0007646632,0.0002759507,0.0002396367,0.001348164,0.0001641676,0.0002519232,0.0001115002,0.000867193,0.000006286063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859589,"about_ca_system_score_gemma":0.0003198758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003847969,"about_ca_topic_score_gemma":0.00003236799,"domain_scores_codex":[0.9960013,0.000230505,0.001184524,0.0004082774,0.001632287,0.0005431037],"domain_scores_gemma":[0.9982936,0.0001466434,0.0005855401,0.0002653467,0.0002282984,0.0004805195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001293103,0.0055795,0.9533773,0.0003193427,0.0001847212,0.0002984886,0.004081196,0.000764439,0.02469724,0.00001628058,0.000787308,0.008601102],"study_design_scores_gemma":[0.05764284,0.008827185,0.9163238,0.001151216,0.0003412732,0.0002614174,0.0005724491,0.01213722,0.001140137,0.0005318414,0.00009989059,0.000970747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930804,0.002989282,0.00093198,0.001561774,0.0001418706,0.0004661668,0.00002951259,0.00004258077,0.0007564254],"genre_scores_gemma":[0.9984537,0.000142009,0.0002293065,0.0009186041,0.00005496328,0.00003059244,0.00009626088,0.00005299731,0.00002152436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05634974,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00997038893213835,"score_gpt":0.2685339569924258,"score_spread":0.2585635680602875,"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."}}