{"id":"W2088155355","doi":"10.2340/00015555-2098","title":"Actinic Keratoses, Actinic Field Change and Associations with Squamous Cell Carcinoma in Renal Transplant Recipients in Manchester, UK","year":2014,"lang":"en","type":"article","venue":"Acta Dermato Venereologica","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"Cancer Research UK","keywords":"Actinic keratoses; Medicine; Actinic keratosis; Renal transplant; Basal cell; Dermatology; Skin cancer; Cancer; Internal medicine; Transplantation","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":[0.0004852421,0.0001873201,0.0002229048,0.001499384,0.0004260163,0.0005663243,0.0001961578,0.0002757761,0.002565274],"category_scores_gemma":[0.001714978,0.0002566428,0.0002527777,0.001067234,0.0002681132,0.0004745038,0.0005941302,0.0002518842,0.0002049584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004269079,"about_ca_system_score_gemma":0.0002451081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069597,"about_ca_topic_score_gemma":0.01302942,"domain_scores_codex":[0.9996316,0.0001022215,0.00006946162,0.00005838433,0.00007020505,0.00006801503],"domain_scores_gemma":[0.9981026,0.0002785437,0.001094173,0.00004883662,0.0001342031,0.000341657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006520582,0.00001318612,0.9981683,0.00001931385,0.000007559619,0.0003608674,0.0001856894,0.00001034926,0.0002073656,0.000006345405,0.00003686104,0.0009188543],"study_design_scores_gemma":[0.000002237571,0.00008110177,0.9988667,0.00001422233,0.000006115817,0.0006456702,0.0002586927,0.00001783074,0.00003360869,0.00000285597,0.00006918695,0.00000176942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992205,0.0004447862,0.00001539404,0.00003127812,0.000002492236,0.000004414804,0.0000587627,0.000001316572,0.0002209897],"genre_scores_gemma":[0.9995055,0.0002995568,0.00002358915,0.0000156552,0.000005521764,0.000002216017,0.00003667739,4.892266e-7,0.0001108339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01069597,"threshold_uncertainty_score":0.02126741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294651362093868,"score_gpt":0.2546945196705728,"score_spread":0.2217480060496341,"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."}}