{"id":"W2167141300","doi":"10.1111/bjd.12129","title":"Skin tumours in the West of Scotland renal transplant population","year":2012,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lynde Centre for Dermatology","funders":"","keywords":"Renal transplant; Medicine; Population; Dermatology; Transplantation; Pathology; Surgery; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003831562,0.0001443821,0.0002670076,0.0009151868,0.0006127537,0.0007553016,0.0002759476,0.0001858348,0.001847227],"category_scores_gemma":[0.0008715961,0.000138668,0.0003224146,0.001059343,0.0003434974,0.0003324153,0.0005989107,0.0002682339,0.0001628896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007333831,"about_ca_system_score_gemma":0.0007472385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07336479,"about_ca_topic_score_gemma":0.06837513,"domain_scores_codex":[0.9995967,0.00005960137,0.00003571548,0.00005377556,0.0001266029,0.000127725],"domain_scores_gemma":[0.9991605,0.00006911245,0.0004200364,0.00002416689,0.0001206568,0.0002055704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005737177,0.00003649256,0.9935509,0.00003430242,0.00003001014,0.0006163945,0.0005586147,0.00003901383,0.0005089444,0.00002650314,0.00036533,0.004176101],"study_design_scores_gemma":[0.000004917318,0.0001031523,0.9981073,0.00001011081,0.00001025885,0.0007439096,0.0005831696,0.00004253309,0.00003578157,0.000008069273,0.0003473982,0.000003349167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990404,0.0002603083,0.00003324728,0.0000823247,0.000006317531,0.000007377973,0.0002291032,0.000002684113,0.0003381797],"genre_scores_gemma":[0.9993873,0.0002495818,0.00002735155,0.00006074314,0.00001265456,0.000004001614,0.0001580221,8.894846e-7,0.0000994724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07336479,"threshold_uncertainty_score":0.1458755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264888181178521,"score_gpt":0.2659796348748114,"score_spread":0.2533307530630262,"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."}}