{"id":"W2908088272","doi":"10.1111/ajt.15224","title":"Skin cancer screening after solid organ transplantation: Survey of practices in Canada","year":2019,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Organ transplantation; Solid organ; Transplantation; Skin cancer; Cancer; Family medicine; Intensive care medicine; Dermatology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009315388,0.0002068447,0.0003829014,0.001194915,0.001741854,0.001022935,0.0009420669,0.0004244605,0.001852361],"category_scores_gemma":[0.00288931,0.0003623736,0.0004638815,0.005106653,0.0006290865,0.0004016435,0.0007495979,0.0006752859,0.0002638303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01967112,"about_ca_system_score_gemma":0.0257455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882075,"about_ca_topic_score_gemma":0.9902593,"domain_scores_codex":[0.9982325,0.0001467056,0.0001963237,0.0002247148,0.0008216394,0.0003780421],"domain_scores_gemma":[0.9939609,0.0003935294,0.001572134,0.0001121524,0.00242814,0.001533274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002503008,0.00004286568,0.9946176,0.00006867865,0.00002421544,0.00003453736,0.0006537096,0.00003425401,0.00009999263,0.0000321009,0.001001387,0.003365555],"study_design_scores_gemma":[0.000005154177,0.00002283561,0.998123,0.00003968192,0.000006958746,0.00003522576,0.0009808806,0.0001493818,0.00003731651,0.000006961022,0.0005874142,0.000005167534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885257,0.001311682,0.0001486829,0.001035097,0.00001610501,0.000107939,0.006126278,0.00001844052,0.002710145],"genre_scores_gemma":[0.9959448,0.001055603,0.0002815143,0.000406425,0.000006923036,0.00003156663,0.001563655,0.000006646387,0.0007029765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01967112,"threshold_uncertainty_score":0.1427246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425943844918005,"score_gpt":0.3006267639673601,"score_spread":0.2863673255181801,"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."}}