{"id":"W4295257029","doi":"10.1016/j.jaad.2022.06.763","title":"34783 Metagenomic microbial profiling of keratinocyte carcinomas in solid organ transplant recipients","year":2022,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dysbiosis; Medicine; Microbiome; Immunosuppression; Immunology; Metagenomics; Transplantation; Skin cancer; Malignancy; Gut flora; Organ transplantation; Immune system; Atopic dermatitis; Cancer; Biology; Pathology; Bioinformatics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003398933,0.0002245332,0.0002464687,0.0007242796,0.0003064598,0.0007740725,0.0001210727,0.0001918671,0.001297217],"category_scores_gemma":[0.0003695246,0.0001122548,0.0003320229,0.0005889983,0.0001134553,0.0001655437,0.0003308566,0.0002431529,0.0002564987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623946,"about_ca_system_score_gemma":0.0002218168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000956972,"about_ca_topic_score_gemma":0.001329991,"domain_scores_codex":[0.9997192,0.00006556168,0.00002145718,0.00005609648,0.00007355847,0.00006408754],"domain_scores_gemma":[0.9998719,0.00002145898,0.00003559227,0.00001491454,0.00003391503,0.00002217359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003442107,0.0003009943,0.6665059,0.0001383726,0.0004272418,0.0003201715,0.0003794665,0.0001868969,0.303867,0.0001435467,0.0004430428,0.02384521],"study_design_scores_gemma":[0.00002817456,0.0008643317,0.9499951,0.00003361557,0.0004339824,0.0007368996,0.0009457868,0.000626947,0.04304665,0.0001292085,0.00314541,0.00001389313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979647,0.0005987011,0.0002702941,0.00003698802,0.00001132529,0.00001355021,0.000639568,0.000005485063,0.000459457],"genre_scores_gemma":[0.9977211,0.0003241615,0.0003827811,0.00007546881,0.00001460686,0.00001893193,0.0007993937,0.000004599739,0.0006589321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001297217,"threshold_uncertainty_score":0.004339576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013920482009409,"score_gpt":0.3040010651684963,"score_spread":0.2838618603484022,"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."}}