{"id":"W2886604959","doi":"10.4414/smw.2018.14596","title":"Low 5-year cumulative incidence of post-transplant lymphoproliferative disorders after solid organ transplantation in Switzerland","year":2018,"lang":"en","type":"article","venue":"Swiss Medical Weekly","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Immunosuppression; Lymphoproliferative disorders; Cumulative incidence; Incidence (geometry); Transplantation; Internal medicine; Retrospective cohort study; Cohort; Organ transplantation; Lymphoma","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003742357,0.0002213097,0.0004735738,0.0001756817,0.00005806359,0.000008859715,0.0001343687,0.0002802608,0.001031899],"category_scores_gemma":[0.0002516225,0.0001812966,0.0001050031,0.0004168621,0.0004234356,0.0001347553,0.00001822414,0.0002875405,0.00004795612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162556,"about_ca_system_score_gemma":0.0005848012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015454,"about_ca_topic_score_gemma":0.006767808,"domain_scores_codex":[0.9977396,0.00009472916,0.0005320776,0.0003585735,0.0008353407,0.0004397021],"domain_scores_gemma":[0.9991211,0.00009925963,0.0001243492,0.0001795358,0.0001926285,0.0002831171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01554471,0.001562512,0.9074191,0.000934942,0.0003748905,0.0005693923,0.05113778,0.00002609662,0.00789002,0.0004560319,0.0008371444,0.01324732],"study_design_scores_gemma":[0.02072537,0.003965272,0.9465066,0.00298999,0.000301168,0.00007191898,0.003742478,0.001563968,0.01663507,0.002661549,0.0001628107,0.0006737766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917438,0.0001839776,0.0008102573,0.004624418,0.0001877651,0.0004395296,0.00006519988,0.00003826579,0.001906767],"genre_scores_gemma":[0.9976212,0.0005782184,0.00008339222,0.001299489,0.0001363216,0.00003742512,0.00008499525,0.000028364,0.0001306266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0473953,"threshold_uncertainty_score":0.9998813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005134652408193201,"score_gpt":0.268555299334537,"score_spread":0.2634206469263438,"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."}}