{"id":"W2921288126","doi":"10.1111/ctr.13524","title":"Skin cancer knowledge and photoprotective practices of organ transplant recipients","year":2019,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Skin Protection and Aging","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Canadian Dermatology Foundation","keywords":"Medicine; Photoprotection; Skin cancer; Demographics; Dermatology; Family medicine; Cancer; Demography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004345108,0.000092095,0.0002669745,0.00006806238,0.00003371279,0.000006201927,0.00003629318,0.0001150252,0.0002312568],"category_scores_gemma":[0.00007141013,0.00007603224,0.0000728319,0.0001445088,0.00006586505,0.0001046453,0.000003464818,0.0002540493,0.00002823995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000156009,"about_ca_system_score_gemma":0.0000638015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001097938,"about_ca_topic_score_gemma":0.00004406185,"domain_scores_codex":[0.9990112,0.0001069665,0.0003893772,0.0002603554,0.0001269577,0.0001050981],"domain_scores_gemma":[0.9991503,0.0003207349,0.0002522632,0.0001077343,0.00008951083,0.00007942592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003244851,0.000490942,0.8791138,0.001055566,0.000214563,0.00002041178,0.004128484,0.000004295909,0.04471867,0.000112667,0.00002030642,0.06687545],"study_design_scores_gemma":[0.004583459,0.0005373213,0.9227517,0.001062473,0.0003140141,0.00008150942,0.0001477548,0.000395375,0.06910376,0.00007648272,0.0008152361,0.0001308977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954965,0.0002368115,0.0007888414,0.0002475502,0.0004214682,0.0006535012,0.00002050791,0.000031456,0.002103427],"genre_scores_gemma":[0.9966726,0.002255252,0.0004167809,0.0001144162,0.00009472533,0.0000280468,0.00001816197,0.00001254433,0.0003875185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06674455,"threshold_uncertainty_score":0.3100505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06522592266742228,"score_gpt":0.4305310004086935,"score_spread":0.3653050777412712,"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."}}