{"id":"W4377014060","doi":"10.20944/preprints202305.1290.v1","title":"Is Cutaneous T-Cell Lymphoma Caused by Ultraviolet Radiation? Comparison of UV Mutational Signatures Between Malignant Melanoma and Mycosis Fungoides.","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Bispebjerg Hospital; Sun Pharma; University of Alberta; Mitacs; Canadian Dermatology Foundation","keywords":"Mycosis fungoides; Cutaneous lymphoma; Pyrimidine dimer; Pathogenesis; Cutaneous T-cell lymphoma; Melanoma; Cancer research; Carcinogen; Lymphoma; Pathology; Biology; Medicine; DNA damage; Genetics; DNA","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":[0.0001736324,0.0001181644,0.000196005,0.0007297405,0.0002086132,0.0003776401,0.0001034558,0.0003693644,0.001846542],"category_scores_gemma":[0.0005610612,0.00008817023,0.0001533444,0.0004063003,0.0002505759,0.0001851832,0.0001894998,0.0001552609,0.0004254725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009206418,"about_ca_system_score_gemma":0.00004136268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001858403,"about_ca_topic_score_gemma":0.0001824254,"domain_scores_codex":[0.9998473,0.0000241246,0.00001459874,0.00005130335,0.00003132485,0.00003133056],"domain_scores_gemma":[0.9997661,0.00006086273,0.00008964595,0.00002311164,0.00002294959,0.00003732365],"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":[0.001689087,0.00008454039,0.4144668,0.0004107476,0.0001347287,0.01238641,0.00063304,0.00009383175,0.5378976,0.0002164469,0.0003857303,0.03160099],"study_design_scores_gemma":[0.0000244901,0.0002924906,0.9292634,0.00005331899,0.0001225083,0.04500794,0.0006455014,0.0003522787,0.02027529,0.0003026248,0.00365167,0.00000855026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971365,0.001631451,0.0003118005,0.00003946495,0.00001220198,0.000006910127,0.0001547453,0.00001026817,0.0006966788],"genre_scores_gemma":[0.9991121,0.000381365,0.0001466507,0.00003164332,0.00001224881,0.000003232208,0.0001966131,0.000003730531,0.0001124039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001846542,"threshold_uncertainty_score":0.006177306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037662570123538,"score_gpt":0.3847756235677793,"score_spread":0.2810093665554255,"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."}}