{"id":"W2064760394","doi":"10.1097/tp.0b013e318180482d","title":"Non-Melanoma Skin Cancer Incidence and Risk Factors After Kidney Transplantation: A Canadian Experience","year":2008,"lang":"en","type":"article","venue":"Transplantation","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Skin cancer; Incidence (geometry); Kidney transplantation; Transplantation; Retrospective cohort study; Cumulative incidence; Risk factor; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005568456,0.0002334489,0.0002734111,0.0001784354,0.0002815352,0.00001485614,0.00006776313,0.0001024648,0.0002622043],"category_scores_gemma":[0.00001075722,0.0002126327,0.00005648674,0.0002144122,0.0001887669,0.0002493303,0.0000037007,0.0001777111,0.00001742641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554223,"about_ca_system_score_gemma":0.000384764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1727007,"about_ca_topic_score_gemma":0.138141,"domain_scores_codex":[0.9987165,0.00002874775,0.0002588067,0.0003790823,0.0002774566,0.0003394136],"domain_scores_gemma":[0.9992112,0.0000551866,0.00006815999,0.0001611652,0.00006631996,0.0004379714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004019746,0.00001522099,0.9535999,0.0002033133,0.00006000387,0.0006179526,0.04427145,0.000008236352,0.0002091587,0.000003980307,0.0001062447,0.0005025991],"study_design_scores_gemma":[0.001458747,0.0001125266,0.9899172,0.0002383315,0.0002492466,0.0005572688,0.0003564927,0.00005941793,0.006385681,0.000007303936,0.0004189907,0.0002388124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968158,0.0005347888,0.0004365312,0.0002626396,0.0002102814,0.0004129016,0.0004287828,0.00003623923,0.0008620101],"genre_scores_gemma":[0.9796219,0.01894533,0.0004260438,0.0003975041,0.0001087496,0.0002227001,0.0001037452,0.00002569823,0.0001483006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04391496,"threshold_uncertainty_score":0.8775857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256298462696443,"score_gpt":0.2594292639177207,"score_spread":0.2468662792907563,"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."}}