{"id":"W2937629338","doi":"10.3389/fonc.2019.00300","title":"Environmental and Other Extrinsic Risk Factors Contributing to the Pathogenesis of Cutaneous T Cell Lymphoma (CTCL)","year":2019,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa","funders":"Fonds de Recherche du Québec - Santé; Canadian Dermatology Foundation","keywords":"Pathogenesis; Lymphoma; Medicine; Mycosis fungoides; Cutaneous T-cell lymphoma; Immunology; Dermatology; Cancer research","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":[0.0004991916,0.000306215,0.0004675203,0.001397395,0.0002799298,0.0008373321,0.0002978235,0.0005614324,0.001303179],"category_scores_gemma":[0.0008317469,0.0001327172,0.0004202029,0.001030175,0.0004752206,0.0006868761,0.0005237108,0.0006498056,0.0003436238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003819096,"about_ca_system_score_gemma":0.0003746522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008999436,"about_ca_topic_score_gemma":0.001249077,"domain_scores_codex":[0.9996508,0.00009778664,0.00004624549,0.00006931408,0.00008969069,0.00004610884],"domain_scores_gemma":[0.9993876,0.0002860849,0.0001893148,0.00001412305,0.00008690914,0.00003595863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002495089,0.0001195248,0.1452919,0.008988321,0.0004541363,0.009890882,0.0007881616,0.0009805771,0.01447407,0.007589901,0.01771584,0.7934572],"study_design_scores_gemma":[0.00002762975,0.0004169942,0.2420023,0.005391212,0.0008924628,0.09293776,0.001474769,0.000767754,0.007873881,0.008467863,0.6396514,0.00009592959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02744574,0.9581118,0.003890459,0.003629091,0.0004460222,0.00002682401,0.0001980293,0.00005595266,0.006196012],"genre_scores_gemma":[0.1184047,0.87313,0.002786935,0.001488265,0.001554391,0.00002318602,0.000289962,0.00001537931,0.002307155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001397395,"threshold_uncertainty_score":0.004359543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008983907615685818,"score_gpt":0.2602112439566757,"score_spread":0.2512273363409899,"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."}}