{"id":"W2336747723","doi":"10.1097/dss.0000000000000668","title":"Skin Cancer Prevention and Treatment in Solid Organ Transplant Patients","year":2016,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada); University of Toronto","funders":"","keywords":"Medicine; Solid organ; Organ transplantation; Cancer; MEDLINE; Dermatology; Intensive care medicine; Surgery; Transplantation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000635101,0.000137682,0.0004091097,0.000113035,0.00003291859,0.000002876066,0.00002018821,0.00006394392,0.00008687552],"category_scores_gemma":[0.00003218738,0.00007860955,0.00006285944,0.00009238948,0.00006034705,0.0000545956,0.00001264065,0.00003106707,0.00001309229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604681,"about_ca_system_score_gemma":0.00007397575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008530866,"about_ca_topic_score_gemma":0.0002381467,"domain_scores_codex":[0.9991366,0.00005269039,0.000252173,0.0002223188,0.0001062045,0.0002300371],"domain_scores_gemma":[0.9994941,0.0002402066,0.00006511065,0.0001171127,0.00002593125,0.00005751754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009886709,0.0001638915,0.9317105,0.00003184254,0.00005483614,0.0001203674,0.0002118336,5.49365e-8,0.00006343712,0.000004637399,0.0006139754,0.06692577],"study_design_scores_gemma":[0.001375934,0.00006057134,0.9900181,0.0003330791,0.00004035458,0.00006827763,0.00002760356,0.000001523054,0.005911417,0.00005505794,0.002002332,0.0001057686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965775,0.0009699394,0.0000186019,0.001663122,0.0002028999,0.000270711,0.00001750843,0.00002804999,0.0002516528],"genre_scores_gemma":[0.9957026,0.00367556,0.00002419952,0.000203251,0.00003338811,0.0001530069,0.00001093212,0.00001099793,0.0001860155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06682,"threshold_uncertainty_score":0.3205604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551480478699629,"score_gpt":0.2849700764003596,"score_spread":0.2594552716133633,"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."}}