{"id":"W3126393541","doi":"10.1097/tp.0000000000003568","title":"Characteristics of T- and NK-cell Lymphomas After Renal Transplantation: A French National Multicentric Cohort Study","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles; Hotel Dieu Hospital","funders":"","keywords":"Medicine; Cohort; Lymphoproliferative disorders; Transplantation; Internal medicine; Hazard ratio; Lymphoma; Gastroenterology","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":[0.000133385,0.0001183547,0.000235316,0.00008747634,0.00004563863,0.00001416153,0.00002422719,0.00007167184,0.000181192],"category_scores_gemma":[0.00001976563,0.000118659,0.00005097813,0.0002087755,0.00004071078,0.00006646945,0.000002319045,0.0000779948,0.00000522446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005627022,"about_ca_system_score_gemma":0.0001927592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001319453,"about_ca_topic_score_gemma":0.000154455,"domain_scores_codex":[0.9988573,0.00005512957,0.0003141151,0.0002269739,0.0004161518,0.0001303396],"domain_scores_gemma":[0.999425,0.00004516083,0.000094114,0.00007586167,0.0002942579,0.00006561801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001052869,0.0008047577,0.9890454,0.0007429268,0.0001444079,0.0003021928,0.003841276,0.00001613469,0.003116739,0.00004418133,0.00005962718,0.0008294496],"study_design_scores_gemma":[0.008750928,0.0001986134,0.9864132,0.00009538349,0.0008042558,0.00004934274,0.000302447,0.000237274,0.002953091,0.00002616971,0.00004876772,0.0001205369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960275,0.0003839723,0.0003699022,0.00007568722,0.00008627095,0.0004099511,0.0002108656,0.00002190719,0.002413959],"genre_scores_gemma":[0.9961722,0.00251095,0.0002512643,0.0001420945,0.000052441,0.00004619266,0.0006179687,0.00001279255,0.0001941283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007698059,"threshold_uncertainty_score":0.4838774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008391772443809016,"score_gpt":0.2473481292055506,"score_spread":0.2389563567617416,"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."}}