{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000593878,0.00008503456,0.0002070057,0.0004834757,0.0005712454,0.0006726259,0.0001860054,0.0004266597,0.00507474],"category_scores_gemma":[0.002711017,0.0001243539,0.000701946,0.0008577479,0.00009988725,0.0004710415,0.0003400056,0.0006597073,0.0002031401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940558,"about_ca_system_score_gemma":0.001241654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00565589,"about_ca_topic_score_gemma":0.01106862,"domain_scores_codex":[0.9994829,0.0002012192,0.00005744047,0.00004397826,0.00008829459,0.0001261266],"domain_scores_gemma":[0.9991861,0.0002334147,0.0002656539,0.00002525846,0.00005421507,0.0002353922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001463018,0.0009944132,0.9334502,0.0003273527,0.0002230328,0.0001378152,0.0001740505,0.0000479898,0.0001634227,0.0002797549,0.003552411,0.05918654],"study_design_scores_gemma":[0.0001971293,0.000914907,0.9924373,0.0003040517,0.000277167,0.0002245151,0.0007645952,0.00006035801,0.0001897478,0.0002013431,0.004420231,0.000008619026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9624724,0.02120929,0.00008943865,0.004146094,0.0002821053,0.00007688052,0.001223829,0.000006282676,0.01049368],"genre_scores_gemma":[0.9870958,0.008785152,0.0001372631,0.001296205,0.0001742536,0.00005002653,0.0006006628,0.000002136189,0.001858541],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00565589,"threshold_uncertainty_score":0.01697671,"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."}}