{"id":"W4380682086","doi":"10.3390/cells12121616","title":"Is Cutaneous T-Cell Lymphoma Caused by Ultraviolet Radiation? A Comparison of UV Mutational Signatures in Malignant Melanoma and Mycosis Fungoides","year":2023,"lang":"en","type":"article","venue":"Cells","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University Hospital Foundation; Bispebjerg Hospital; University of Alberta; Kræftens Bekæmpelse; Mitacs; Canadian Dermatology Foundation","keywords":"Mycosis fungoides; Melanoma; Lymphoma; Cutaneous lymphoma; Dermatology; Cutaneous T-cell lymphoma; Medicine; Ultraviolet radiation; Radiation therapy; Skin cancer; Cancer research; Pathology; Cancer; Chemistry; Internal medicine; Radiochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001984194,0.00009799068,0.0001969301,0.0009273178,0.0001622412,0.0003117144,0.0001044134,0.0002725631,0.001113645],"category_scores_gemma":[0.0004923048,0.0000778645,0.0001226644,0.0004174674,0.0002274008,0.0001888347,0.0001760356,0.0001034866,0.0002105018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008179357,"about_ca_system_score_gemma":0.00004268995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001784868,"about_ca_topic_score_gemma":0.00019412,"domain_scores_codex":[0.9998571,0.00002652006,0.00001645557,0.00004286115,0.00002747921,0.00002958323],"domain_scores_gemma":[0.9998177,0.00006135536,0.0000566072,0.00001612336,0.00002180825,0.00002646048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001675681,0.00007243177,0.4093863,0.0002847211,0.0001141574,0.007822277,0.000727267,0.0001174084,0.5507314,0.000165289,0.0001585053,0.02874449],"study_design_scores_gemma":[0.00001728516,0.0002553951,0.9574618,0.00003355133,0.00009872868,0.02286843,0.0005646276,0.000343079,0.01651874,0.0001868842,0.001645528,0.000005938358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984142,0.00095426,0.0001842585,0.00001494845,0.000003025373,0.000003261249,0.00004970633,0.000003628111,0.0003728094],"genre_scores_gemma":[0.9993531,0.0003390492,0.0001192802,0.00001896054,0.000005678282,0.00000255686,0.00008949501,0.000001884174,0.00007005784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001113645,"threshold_uncertainty_score":0.003725529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738271905792021,"score_gpt":0.3064318833007254,"score_spread":0.2890491642428052,"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."}}